{
    "@id": "./",
    "filename": "isa.investigation.xlsx",
    "identifier": "2024_GrowthCoupledHemeSensor",
    "title": "Biosensor-based growth-coupling as an evolutionary strategy towards elevated hrtB expression in Corynebacterium glutamicum",
    "description": "The iron-containing porphyrin heme is of high interest for the food industry for the production of artificial meat as well as for medical applications, e.g. for anemia treatment. Recently, the biotechnological platform strain Corynebacterium glutamicum has emerged as a promising host for animal-free heme production. Beyond engineering of complex heme biosynthetic pathways, improving heme export offers significant yet untapped potential for enhancing production strains. In this study, a growth-coupled biosensor was designed to impose a selection pressure on the increased expression of the hrtBA operon encoding an ABC-type heme exporter in C. glutamicum. For this purpose, the promoter region PhrtB was replaced with that of the growth-regulating genes pfkA (phosphofructokinase) and aceE (pyruvate dehydrogenase), creating biosensor strains with a selection pressure for hrtBA activation. Resulting sensor strains were used for plate-based selections and for a repetitive batch f(luorescent)ALE using a robotics platform. Genome sequencing of isolated clones featuring increased hrtBA expression revealed three distinct mutational hotspots: (i) chrS, (ii) chrA, and (iii) cydD. Mutations in the genes of the ChrSA two-component system, which regulates hrtBA in response to heme levels, were identified as a promising target to enhance export activity. Furthermore, causal mutations within cydD, encoding an ABC-transporter essential for cytochrome bd oxidase assembly, were confirmed by the construction of a deletion mutant, which showed strongly increased hrtBA expression as well as increased cellular heme levels. These results further support the proposed role of CydDC as a heme transporter. Mutations identified in this study therefore underline the potential of biosensor-based growth coupling and provide promising engineering targets to improve microbial heme production.",
    "publications": [
        {
            "pubMedID": "39402655",
            "doi": "10.1186/s12934-024-02556-1",
            "authorList": "Aileen Kr\u00fcger, Janik G\u00f6ddecke, Michael Osthege, Luis Navratil, Ulrike Weber, Marco Oldiges, Julia Frunzke",
            "title": "Biosensor-based growth-coupling as an evolutionary strategy to improve heme export in Corynebacterium glutamicum",
            "status": {
                "annotationValue": "published",
                "termSource": "EFO",
                "termAccession": "https://bioregistry.io/EFO:0001796"
            }
        }
    ],
    "people": [
        {
            "@id": "0000-0001-7060-4879",
            "firstName": "Aileen",
            "lastName": "Kr\u00fcger",
            "email": "ai.krueger@fz-juelich.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-7060-4879"
                }
            ]
        },
        {
            "@id": "janik.goeddecke@web.de",
            "firstName": "Janik",
            "lastName": "G\u00f6ddecke",
            "email": "janik.goeddecke@web.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences"
        },
        {
            "@id": "https://orcid.org/0000-0002-2734-7624",
            "firstName": "Michael",
            "lastName": "Osthege",
            "email": "m.osthege@fz-juelich.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "https://orcid.org/0000-0002-2734-7624"
                }
            ]
        },
        {
            "@id": "Luis.Navratil@hhu.de",
            "firstName": "Luis",
            "lastName": "Navratil",
            "email": "Luis.Navratil@hhu.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences"
        },
        {
            "@id": "ul.weber@fz-juelich.de",
            "firstName": "Ulrike",
            "lastName": "Weber",
            "email": "ul.weber@fz-juelich.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences"
        },
        {
            "@id": "0000-0003-0704-5597",
            "firstName": "Marco",
            "lastName": "Oldiges",
            "email": "m.oldiges@fz-juelich.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0003-0704-5597"
                }
            ]
        },
        {
            "@id": "0000-0001-6209-7950",
            "firstName": "Julia",
            "lastName": "Frunzke",
            "email": "j.frunzke@fz-juelich.de",
            "address": "Wilhelm-Johnen-Stra\u00dfe, 52428 J\u00fclich",
            "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-6209-7950"
                }
            ]
        }
    ],
    "studies": [
        {
            "@id": "studies/ALECloneScreening/",
            "filename": "studies/ALECloneScreening/isa.study.xlsx",
            "identifier": "ALECloneScreening",
            "title": "ALECloneScreening",
            "description": "After a solid ALE on plates and a liquid automated ALE (fALE), the selected clones were screened for hrtB expression. Consequently, a set of different hrtB expressing strains were selected for whole genome sequencing, based on differing hrtB expressions.",
            "people": [
                {
                    "@id": "#Ulrike_Weber",
                    "firstName": "Ulrike",
                    "lastName": "Weber",
                    "affiliation": "Forschungszentrum J\u00fclich GmbH, IBG-1: Institute for Bio- and Geosciences",
                    "comments": [
                        {
                            "name": "performer (ARC:00000168) WholeGenomeSequencing",
                            "value": "WholeGenomeSequencing"
                        }
                    ]
                }
            ],
            "materials": {
                "samples": [
                    {
                        "@id": "#Sample_::PhrtB-pfkA",
                        "name": "::PhrtB-pfkA",
                        "characteristics": [
                            {
                                "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                "category": {
                                    "@id": "#MaterialAttribute/OBI:0100026",
                                    "characteristicType": {
                                        "@id": "OBI:0100026",
                                        "annotationValue": "organism",
                                        "termSource": "OBI",
                                        "termAccession": "OBI:0100026"
                                    }
                                },
                                "value": {
                                    "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                    "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                }
                            },
                            {
                                "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                "category": {
                                    "@id": "#MaterialAttribute/OBI:0000430",
                                    "characteristicType": {
                                        "@id": "OBI:0000430",
                                        "annotationValue": "plasmid",
                                        "termSource": "OBI",
                                        "termAccession": "OBI:0000430"
                                    }
                                },
                                "value": {
                                    "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                    "annotationValue": "pJC1-PhrtB-eyfp"
                                }
                            }
                        ]
                    },
                    {
                        "@id": "#Sample_::PhrtB-aceE",
                        "name": "::PhrtB-aceE",
                        "characteristics": [
                            {
                                "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                "category": {
                                    "@id": "#MaterialAttribute/OBI:0100026",
                                    "characteristicType": {
                                        "@id": "OBI:0100026",
                                        "annotationValue": "organism",
                                        "termSource": "OBI",
                                        "termAccession": "OBI:0100026"
                                    }
                                },
                                "value": {
                                    "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                    "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                }
                            },
                            {
                                "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                "category": {
                                    "@id": "#MaterialAttribute/OBI:0000430",
                                    "characteristicType": {
                                        "@id": "OBI:0000430",
                                        "annotationValue": "plasmid",
                                        "termSource": "OBI",
                                        "termAccession": "OBI:0000430"
                                    }
                                },
                                "value": {
                                    "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                    "annotationValue": "pJC1-PhrtB-eyfp"
                                }
                            }
                        ]
                    },
                    {
                        "@id": "#Sample_pfkA1",
                        "name": "pfkA1"
                    },
                    {
                        "@id": "#Sample_pfkA2",
                        "name": "pfkA2"
                    },
                    {
                        "@id": "#Sample_pfkA3",
                        "name": "pfkA3"
                    },
                    {
                        "@id": "#Sample_pfkA4",
                        "name": "pfkA4"
                    },
                    {
                        "@id": "#Sample_pfkA5",
                        "name": "pfkA5"
                    },
                    {
                        "@id": "#Sample_aceE1",
                        "name": "aceE1"
                    },
                    {
                        "@id": "#Sample_aceE2",
                        "name": "aceE2"
                    },
                    {
                        "@id": "#Sample_aceE3",
                        "name": "aceE3"
                    },
                    {
                        "@id": "#Sample_aceE4",
                        "name": "aceE4"
                    },
                    {
                        "@id": "#Sample_aceE5",
                        "name": "aceE5"
                    },
                    {
                        "@id": "#Sample_pfkA6",
                        "name": "pfkA6"
                    },
                    {
                        "@id": "#Sample_pfkA7",
                        "name": "pfkA7"
                    },
                    {
                        "@id": "#Sample_pfkA8",
                        "name": "pfkA8"
                    },
                    {
                        "@id": "#Sample_pfkA_control",
                        "name": "pfkA_control"
                    },
                    {
                        "@id": "#Sample_aceE_control",
                        "name": "aceE_control"
                    }
                ]
            },
            "processSequence": [
                {
                    "@id": "#Process_Adaptive_laboratory_evolution_0",
                    "name": "Adaptive laboratory evolution_0",
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Pre-culture_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_Pre-culture_conditions",
                                    "annotationValue": "Pre-culture conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_5_ml_BHI_+_Kan25_in_tubes,_30\u00b0C,_120_rpm,_~16_h",
                                "annotationValue": "5 ml BHI + Kan25 in tubes, 30\u00b0C, 120 rpm, ~16 h"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_type",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_type",
                                    "annotationValue": "ALE type"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_on_plates",
                                "annotationValue": "on plates"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_conditions",
                                    "annotationValue": "ALE conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_Streaking_on_CGXII_+_2%_glucose_+_iron_excess_(100_\u00b5M_FeSO4)_+_Kan25_agar_plates,_10^0-10-^-7",
                                "annotationValue": "Streaking on CGXII + 2% glucose + iron excess (100 \u00b5M FeSO4) + Kan25 agar plates, 10^0-10-^-7"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/DPBO:1000185",
                                "parameterName": {
                                    "@id": "DPBO:1000185",
                                    "annotationValue": "incubation time",
                                    "termSource": "DPBO",
                                    "termAccession": "DPBO:1000185"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_72_h,_30\u00b0C",
                                "annotationValue": "72 h, 30\u00b0C"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Clone_selection",
                                "parameterName": {
                                    "@id": "#UserTerm_Clone_selection",
                                    "annotationValue": "Clone selection"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_Based_on_stereomicroscopy",
                                "annotationValue": "Based on stereomicroscopy"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "#Sample_pfkA1",
                            "name": "pfkA1"
                        },
                        {
                            "@id": "#Sample_pfkA2",
                            "name": "pfkA2"
                        },
                        {
                            "@id": "#Sample_pfkA3",
                            "name": "pfkA3"
                        },
                        {
                            "@id": "#Sample_pfkA4",
                            "name": "pfkA4"
                        },
                        {
                            "@id": "#Sample_pfkA5",
                            "name": "pfkA5"
                        },
                        {
                            "@id": "#Sample_aceE1",
                            "name": "aceE1"
                        },
                        {
                            "@id": "#Sample_aceE2",
                            "name": "aceE2"
                        },
                        {
                            "@id": "#Sample_aceE3",
                            "name": "aceE3"
                        },
                        {
                            "@id": "#Sample_aceE4",
                            "name": "aceE4"
                        },
                        {
                            "@id": "#Sample_aceE5",
                            "name": "aceE5"
                        }
                    ]
                },
                {
                    "@id": "#Process_Adaptive_laboratory_evolution_1",
                    "name": "Adaptive laboratory evolution_1",
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Pre-culture_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_Pre-culture_conditions",
                                    "annotationValue": "Pre-culture conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_1_ml_BHI_+_Kan25_in_tubes,_30\u00b0C,_120_rpm,_~16_h,_fresh_(1:10)_again_for_~_16_h",
                                "annotationValue": "1 ml BHI + Kan25 in tubes, 30\u00b0C, 120 rpm, ~16 h, fresh (1:10) again for ~ 16 h"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_type",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_type",
                                    "annotationValue": "ALE type"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_liquid-automated_fALE",
                                "annotationValue": "liquid-automated fALE"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_conditions",
                                    "annotationValue": "ALE conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_liquid-automated_cultivation_in_750_\u00b5l_CGXII_+_2%_glucose_+_iron_excess_(100_\u00b5M_FeSO4)_+_Kan25",
                                "annotationValue": "liquid-automated cultivation in 750 \u00b5l CGXII + 2% glucose + iron excess (100 \u00b5M FeSO4) + Kan25"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/DPBO:1000185",
                                "parameterName": {
                                    "@id": "DPBO:1000185",
                                    "annotationValue": "incubation time",
                                    "termSource": "DPBO",
                                    "termAccession": "DPBO:1000185"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_30\u00b0C_in_microtiter_cultivation_system_(Biolector)_until_50%_of_active_culture_reached_backscatter_threshold_of_120,_then_30_\u00b5l_fresh_inoculation_in_770_\u00b5l_medium",
                                "annotationValue": "30\u00b0C in microtiter cultivation system (Biolector) until 50% of active culture reached backscatter threshold of 120, then 30 \u00b5l fresh inoculation in 770 \u00b5l medium"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Clone_selection",
                                "parameterName": {
                                    "@id": "#UserTerm_Clone_selection",
                                    "annotationValue": "Clone selection"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_random_picking_after_restreak",
                                "annotationValue": "random picking after restreak"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "#Sample_pfkA6",
                            "name": "pfkA6"
                        },
                        {
                            "@id": "#Sample_pfkA7",
                            "name": "pfkA7"
                        },
                        {
                            "@id": "#Sample_pfkA8",
                            "name": "pfkA8"
                        }
                    ]
                },
                {
                    "@id": "#Process_Adaptive_laboratory_evolution_2",
                    "name": "Adaptive laboratory evolution_2",
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Pre-culture_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_Pre-culture_conditions",
                                    "annotationValue": "Pre-culture conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_not_applicable,_control_strain",
                                "annotationValue": "not applicable, control strain"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_type",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_type",
                                    "annotationValue": "ALE type"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_not_applicable,_control_strain",
                                "annotationValue": "not applicable, control strain"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_ALE_conditions",
                                "parameterName": {
                                    "@id": "#UserTerm_ALE_conditions",
                                    "annotationValue": "ALE conditions"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_not_applicable,_control_strain",
                                "annotationValue": "not applicable, control strain"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/DPBO:1000185",
                                "parameterName": {
                                    "@id": "DPBO:1000185",
                                    "annotationValue": "incubation time",
                                    "termSource": "DPBO",
                                    "termAccession": "DPBO:1000185"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_not_applicable,_control_strain",
                                "annotationValue": "not applicable, control strain"
                            }
                        },
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_Clone_selection",
                                "parameterName": {
                                    "@id": "#UserTerm_Clone_selection",
                                    "annotationValue": "Clone selection"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_not_applicable,_control_strain",
                                "annotationValue": "not applicable, control strain"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "#Sample_::PhrtB-pfkA",
                            "name": "::PhrtB-pfkA",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-pfkA",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-pfkA",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-pfkA"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        },
                        {
                            "@id": "#Sample_::PhrtB-aceE",
                            "name": "::PhrtB-aceE",
                            "characteristics": [
                                {
                                    "@id": "#MaterialAttributeValue/organism=C. glutamicum ATCC13032 ::PhrtB-aceE",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0100026",
                                        "characteristicType": {
                                            "@id": "OBI:0100026",
                                            "annotationValue": "organism",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0100026"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_C._glutamicum_ATCC13032_::PhrtB-aceE",
                                        "annotationValue": "C. glutamicum ATCC13032 ::PhrtB-aceE"
                                    }
                                },
                                {
                                    "@id": "#MaterialAttributeValue/plasmid=pJC1-PhrtB-eyfp",
                                    "category": {
                                        "@id": "#MaterialAttribute/OBI:0000430",
                                        "characteristicType": {
                                            "@id": "OBI:0000430",
                                            "annotationValue": "plasmid",
                                            "termSource": "OBI",
                                            "termAccession": "OBI:0000430"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_pJC1-PhrtB-eyfp",
                                        "annotationValue": "pJC1-PhrtB-eyfp"
                                    }
                                }
                            ]
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "#Sample_pfkA_control",
                            "name": "pfkA_control"
                        },
                        {
                            "@id": "#Sample_aceE_control",
                            "name": "aceE_control"
                        }
                    ]
                }
            ],
            "assays": [
                {
                    "filename": "assays/WholeGenomeSequencing/isa.assay.xlsx",
                    "@id": "assays/WholeGenomeSequencing/",
                    "measurementType": {
                        "@id": "https://bioregistry.io/NCIT:C101294",
                        "annotationValue": "Whole Genome Sequencing",
                        "termSource": "NCIT",
                        "termAccession": "https://bioregistry.io/NCIT:C101294"
                    },
                    "technologyType": {
                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                        "annotationValue": "Illumina MiSeq",
                        "termSource": "NFDI4PSO",
                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                    },
                    "technologyPlatform": "Illumina MiSeq (NFDI4PSO:1000050)",
                    "dataFiles": [
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA1.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA1.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA2.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA2.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA3.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA3.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA4.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA4.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA5.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA5.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA6.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA6.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA7.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA7.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA8.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA8.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA_control.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA_control.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE1.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE1.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE2.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE2.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE3.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE3.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE4.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE4.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE5.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE5.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE_control.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE_control.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA1_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA1_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA2_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA2_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA3_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA3_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA4_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA4_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA5_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA5_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA6_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA6_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA7_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA7_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA8_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA8_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA_control_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA_control_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE1_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE1_trimmed.7z",
                            "type": "Raw Data File"
                        },
                        {
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                        {
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                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE3_trimmed.7z",
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                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE4_trimmed.7z",
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                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE5_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE5_trimmed.7z",
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                        {
                            "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE_control_trimmed.7z",
                            "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE_control_trimmed.7z",
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                            "@id": "#MaterialAttribute/MIAPPE:0041",
                            "characteristicType": {
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                                "termSource": "MIAPPE",
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                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
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                                        }
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                                        "termSource": "NFDI4PSO",
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                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA1",
                                    "name": "pfkA1",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
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                                                "characteristicType": {
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                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
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                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
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                                                }
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                                        },
                                        {
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                                                "termAccession": "https://bioregistry.io/OBI:0000722"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA1.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA1.7z",
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                                }
                            ]
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                                        "parameterName": {
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                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
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                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
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                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
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                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
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                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
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                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
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                                    }
                                },
                                {
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                                },
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                                        "termSource": "NFDI4PSO",
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                                }
                            ],
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                                                    "annotationValue": "Organism",
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                                        },
                                        {
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                                {
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                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA2.7z",
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                            ]
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                                    {
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                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
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                                            },
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                                        },
                                        {
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                                                "characteristicType": {
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                                    ]
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                            ],
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                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA3.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA3.7z",
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                            ]
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                                            "annotationValue": "Harvest of material"
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                                    },
                                    {
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                                    },
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                                    },
                                    {
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                                ],
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                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_248_ng/\u00b5l",
                                        "annotationValue": "248 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA4",
                                    "name": "pfkA4",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-pfkA",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA4.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA4.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_4",
                            "name": "Clones sequenced_4",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_4",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_236_ng/\u00b5l",
                                        "annotationValue": "236 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
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                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA5",
                                    "name": "pfkA5",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-pfkA",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
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                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
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                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA5.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA5.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_5",
                            "name": "Clones sequenced_5",
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                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
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                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
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                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
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                                            "@id": "#UserTerm_Harvest_of_material",
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                                        }
                                    },
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                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
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                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
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                                        "annotationValue": "112 ng/\u00b5l"
                                    }
                                },
                                {
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                                        }
                                    },
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                                },
                                {
                                    "category": {
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                                    },
                                    "value": {
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                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA6",
                                    "name": "pfkA6",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
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                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
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                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution in liquid, automated (fALE)\t\t",
                                            "category": {
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                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
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                                                "annotationValue": "Adaptive laboratory evolution in liquid, automated (fALE)\t\t"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=paired-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
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                                            },
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                                                "@id": "#UserTerm_paired-end_library",
                                                "annotationValue": "paired-end library"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA6.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA6.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
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                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
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                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
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                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
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                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
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                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
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                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_264_ng/\u00b5l",
                                        "annotationValue": "264 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
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                                        }
                                    },
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                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
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                                    }
                                },
                                {
                                    "category": {
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                                        "parameterName": {
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                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA7",
                                    "name": "pfkA7",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-pfkA",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution in liquid, automated (fALE)\t\t",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_in_liquid,_automated_(fALE)\t\t",
                                                "annotationValue": "Adaptive laboratory evolution in liquid, automated (fALE)\t\t"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=paired-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
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                                                "@id": "#UserTerm_paired-end_library",
                                                "annotationValue": "paired-end library"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA7.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA7.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_7",
                            "name": "Clones sequenced_7",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_7",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_142_ng/\u00b5l",
                                        "annotationValue": "142 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA8",
                                    "name": "pfkA8",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-pfkA",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution in liquid, automated (fALE)\t\t",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_in_liquid,_automated_(fALE)\t\t",
                                                "annotationValue": "Adaptive laboratory evolution in liquid, automated (fALE)\t\t"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=paired-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_paired-end_library",
                                                "annotationValue": "paired-end library"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA8.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA8.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_8",
                            "name": "Clones sequenced_8",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_8",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_140_ng/\u00b5l",
                                        "annotationValue": "140 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_pfkA_control",
                                    "name": "pfkA_control",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-pfkA",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-pfkA"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=control, parental strain",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_control,_parental_strain",
                                                "annotationValue": "control, parental strain"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=paired-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0000722",
                                                "annotationValue": "paired-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0000722"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA_control.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA_control.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_9",
                            "name": "Clones sequenced_9",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_9",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_192_ng/\u00b5l",
                                        "annotationValue": "192 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE1",
                                    "name": "aceE1",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE1.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE1.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_10",
                            "name": "Clones sequenced_10",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_10",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_120_ng/\u00b5l",
                                        "annotationValue": "120 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE2",
                                    "name": "aceE2",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE2.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE2.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_11",
                            "name": "Clones sequenced_11",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_11",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_158_ng/\u00b5l",
                                        "annotationValue": "158 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE3",
                                    "name": "aceE3",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE3.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE3.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_12",
                            "name": "Clones sequenced_12",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_12",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_144_ng/\u00b5l",
                                        "annotationValue": "144 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE4",
                                    "name": "aceE4",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE4.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE4.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_13",
                            "name": "Clones sequenced_13",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_13",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_62_ng/\u00b5l",
                                        "annotationValue": "62 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE5",
                                    "name": "aceE5",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=Adaptive laboratory evolution on plates",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Adaptive_laboratory_evolution_on_plates",
                                                "annotationValue": "Adaptive laboratory evolution on plates"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=paired-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_paired-end_library",
                                                "annotationValue": "paired-end library"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE5.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE5.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Clones_sequenced_14",
                            "name": "Clones sequenced_14",
                            "executesProtocol": {
                                "@id": "#Protocol_ALECloneScreening_WholeGenomeSequencing_Clones_sequenced_14",
                                "protocolType": {
                                    "@id": "#UserTerm_Whole_genome_sequencing",
                                    "annotationValue": "Whole genome sequencing"
                                },
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    }
                                ],
                                "components": [
                                    {
                                        "componentName": "Genomic DNA (NCIT:C95940)",
                                        "componentType": {
                                            "@id": "NCIT:C48187",
                                            "annotationValue": "Material",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C48187"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Harvest_of_material",
                                        "parameterName": {
                                            "@id": "#UserTerm_Harvest_of_material",
                                            "annotationValue": "Harvest of material"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_1_ml_BHI_medium_in_Deepwell_Plate,_inoculated_from_a_colony_from_the_agar_plates,_30\u00b0C,_900_rpm,_~_16_h",
                                        "annotationValue": "1 ml BHI medium in Deepwell Plate, inoculated from a colony from the agar plates, 30\u00b0C, 900 rpm, ~ 16 h"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/NCIT:C41185",
                                        "parameterName": {
                                            "@id": "NCIT:C41185",
                                            "annotationValue": "Concentration",
                                            "termSource": "NCIT",
                                            "termAccession": "NCIT:C41185"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_80_ng/\u00b5l",
                                        "annotationValue": "80 ng/\u00b5l"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/GENEPIO:0000085",
                                        "parameterName": {
                                            "@id": "GENEPIO:0000085",
                                            "annotationValue": "library preparation kit",
                                            "termSource": "GENEPIO",
                                            "termAccession": "GENEPIO:0000085"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_NEBNext_Ultra_II_DNA_Library_Kit_for_Illumina,_MiSeq_Reagent_Kit_v2",
                                        "annotationValue": "NEBNext Ultra II DNA Library Kit for Illumina, MiSeq Reagent Kit v2"
                                    }
                                },
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/DPBO:0000040",
                                        "parameterName": {
                                            "@id": "DPBO:0000040",
                                            "annotationValue": "next generation sequencing instrument model",
                                            "termSource": "DPBO",
                                            "termAccession": "DPBO:0000040"
                                        }
                                    },
                                    "value": {
                                        "@id": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050",
                                        "annotationValue": "Illumina MiSeq",
                                        "termSource": "NFDI4PSO",
                                        "termAccession": "http://purl.obolibrary.org/obo/NFDI4PSO_1000050"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Source_aceE_control",
                                    "name": "aceE_control",
                                    "characteristics": [
                                        {
                                            "@id": "#MaterialAttributeValue/Organism=Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE",
                                            "category": {
                                                "@id": "#MaterialAttribute/MIAPPE:0041",
                                                "characteristicType": {
                                                    "@id": "MIAPPE:0041",
                                                    "annotationValue": "Organism",
                                                    "termSource": "MIAPPE",
                                                    "termAccession": "MIAPPE:0041"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_Corynebacterium_glutamicum_ATCC13032_::PhrtB-aceE",
                                                "annotationValue": "Corynebacterium glutamicum ATCC13032 ::PhrtB-aceE"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/Treatment=control, parental strain",
                                            "category": {
                                                "@id": "#MaterialAttribute/NCIT:C15368",
                                                "characteristicType": {
                                                    "@id": "NCIT:C15368",
                                                    "annotationValue": "Treatment",
                                                    "termSource": "NCIT",
                                                    "termAccession": "NCIT:C15368"
                                                }
                                            },
                                            "value": {
                                                "@id": "#UserTerm_control,_parental_strain",
                                                "annotationValue": "control, parental strain"
                                            }
                                        },
                                        {
                                            "@id": "#MaterialAttributeValue/output data=single-end library",
                                            "category": {
                                                "@id": "#MaterialAttribute/#UserTerm_output_data",
                                                "characteristicType": {
                                                    "@id": "#UserTerm_output_data",
                                                    "annotationValue": "output data"
                                                }
                                            },
                                            "value": {
                                                "@id": "https://bioregistry.io/OBI:0002481",
                                                "annotationValue": "single-end library",
                                                "termSource": "OBI",
                                                "termAccession": "https://bioregistry.io/OBI:0002481"
                                            }
                                        }
                                    ]
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE_control.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE_control.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_trimmed_reads",
                            "name": "trimmed reads",
                            "inputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA1.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA1.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA2.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA2.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA3.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA3.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA4.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA4.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA5.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA5.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA6.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA6.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA7.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA7.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA8.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA8.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/pfkA_control.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/pfkA_control.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE1.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE1.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE2.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE2.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE3.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE3.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE4.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE4.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE5.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE5.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Raw_reads/aceE_control.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Raw reads/aceE_control.7z",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA1_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA1_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA2_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA2_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA3_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA3_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA4_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA4_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA5_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA5_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA6_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA6_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA7_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA7_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA8_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA8_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/pfkA_control_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/pfkA_control_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE1_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE1_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE2_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE2_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE3_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE3_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE4_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE4_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE5_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE5_trimmed.7z",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/WholeGenomeSequencing/dataset/Trimmed_reads/aceE_control_trimmed.7z",
                                    "name": "assays/WholeGenomeSequencing/dataset/Trimmed reads/aceE_control_trimmed.7z",
                                    "type": "Raw Data File"
                                }
                            ]
                        }
                    ]
                }
            ],
            "characteristicCategories": [
                {
                    "@id": "#MaterialAttribute/OBI:0100026",
                    "characteristicType": {
                        "@id": "OBI:0100026",
                        "annotationValue": "organism",
                        "termSource": "OBI",
                        "termAccession": "OBI:0100026"
                    }
                },
                {
                    "@id": "#MaterialAttribute/OBI:0000430",
                    "characteristicType": {
                        "@id": "OBI:0000430",
                        "annotationValue": "plasmid",
                        "termSource": "OBI",
                        "termAccession": "OBI:0000430"
                    }
                }
            ]
        }
    ]
}