{
    "@id": "./",
    "filename": "isa.investigation.xlsx",
    "identifier": "2025_CoBiSe",
    "title": "A novel biosensor for ferrous iron developed via CoBiSe: A computational method for rapid biosensor design ",
    "description": "Genetically encoded biosensors enable monitoring of metabolite dynamics in living organisms. We present CoBiSe, a computational approach using Constraint Network Analysis to identify optimal insertion sites for reporter modules in molecular recognition elements (MREs). Applied to the iron-binding protein DtxR from Corynebacterium glutamicum, CoBiSe identified a flexible connective loop (residues 138-150) for inserting the reporter module, resulting in IronSenseR, a novel ratiometric biosensor for ferrous iron (Fe\u00b2\u207a). IronSenseR demonstrates high specificity for Fe\u00b2\u207a with dissociation constants of 1.78 \u00b1 0.03 \u00b5M (FeSO\u2084) and 2.90 \u00b1 0.12 \u00b5M (FeCl\u2082), while showing no binding to Fe\u00b3\u207a and other divalent cations. In vivo assessment in Escherichia coli, Pseudomonas putida and Corynebacterium glutamicum confirmed IronSenseR's capability to detect changes in the intracellular iron pool. The creation of IronSenseR underlines that, by reducing search space and eliminating labor-intensive screening, CoBiSe streamlines biosensor development and enables precise creation of next-generation biosensors for diverse metabolites.",
    "people": [
        {
            "@id": "0009-0007-2900-9550",
            "firstName": "Athanasios",
            "lastName": "Papadopoulos",
            "email": "Papadopoulos@hhu.de",
            "affiliation": "Center for Structural Studies",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0009-0007-2900-9550"
                }
            ]
        },
        {
            "@id": "0009-0001-8509-9163",
            "firstName": "Manuel ",
            "lastName": "Anlauf",
            "midInitials": "T.",
            "email": "manuel.anlauf@hhu.de",
            "affiliation": "Center for Advanced Imaging",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0009-0001-8509-9163"
                }
            ]
        },
        {
            "@id": "0000-0001-5969-4471",
            "firstName": "Jens",
            "lastName": "Reiners",
            "email": "jens.reiners@hhu.de",
            "affiliation": "Center for Structural Studies",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-5969-4471"
                }
            ]
        },
        {
            "@id": "0009-0007-1343-0068",
            "firstName": "Sueng-Hyun",
            "lastName": "Paik",
            "email": "s.paik@fz-juelich.de",
            "affiliation": "Institute of Molecular Enzyme Technology",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0009-0007-1343-0068"
                }
            ]
        },
        {
            "@id": "0000-0001-7060-4879",
            "firstName": "Aileen",
            "lastName": "Krueger",
            "email": "ai.krueger@fz-juelich.de",
            "affiliation": "Institute of Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-7060-4879"
                }
            ]
        },
        {
            "@id": "0000-0003-1164-1914",
            "firstName": "Benita",
            "lastName": "Lueckel",
            "email": "lueckel@fz-juelich.de",
            "affiliation": "Institute of Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0003-1164-1914"
                }
            ]
        },
        {
            "@id": "0000-0002-4701-8254",
            "firstName": "Michael",
            "lastName": "Bott",
            "email": "m.bott@fz-juelich.de",
            "affiliation": "Institute of Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0002-4701-8254"
                }
            ]
        },
        {
            "@id": "0000-0002-0096-8084",
            "firstName": "Thomas",
            "lastName": "Drepper",
            "email": "t.drepper@fz-juelich.de",
            "affiliation": "Institute of Molecular Enzyme Technology",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0002-0096-8084"
                }
            ]
        },
        {
            "@id": "0000-0001-6209-7950",
            "firstName": "Julia",
            "lastName": "Frunzke",
            "email": "j.frunzke@fz-juelich.de",
            "affiliation": "Institute of Bio- and Geosciences",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-6209-7950"
                }
            ]
        },
        {
            "@id": "0000-0001-8613-1447",
            "firstName": "Holger",
            "lastName": "Gohlke",
            "email": "h.gohlke@fz-juelich.de",
            "affiliation": "Institute for Pharmaceutical and Medicinal Chemistry",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-8613-1447"
                }
            ]
        },
        {
            "@id": "0000-0001-7734-3771",
            "firstName": "Stefanie",
            "lastName": "Weidtkamp-Peters",
            "email": "Stefanie.Weidtkamp-Peters@hhu.de",
            "affiliation": "Center for Advanced Imaging",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0001-7734-3771"
                }
            ]
        },
        {
            "@id": "0000-0003-0780-9251",
            "firstName": "Sander",
            "lastName": "Smits",
            "midInitials": " H.J.",
            "email": "Sander.Smits@hhu.de",
            "affiliation": "Center for Structural Studies & Institute for Biochemistry",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0003-0780-9251"
                }
            ]
        },
        {
            "@id": "0000-0002-9562-7708",
            "firstName": "Christoph ",
            "lastName": "Gertzen",
            "midInitials": "G.W.",
            "email": "christoph.gertzen@hhu.de",
            "affiliation": "Center for Structural Studies & Institute for Pharmaceutical and Medicinal Chemistry",
            "comments": [
                {
                    "name": "ORCID",
                    "value": "0000-0002-9562-7708"
                }
            ]
        }
    ],
    "studies": [
        {
            "@id": "studies/CoBiSe/",
            "filename": "studies/CoBiSe/isa.study.xlsx",
            "identifier": "CoBiSe",
            "title": "Computational prediction for rapid biosensor design",
            "description": "FASTA sequences for MDtxR and prot files for sFB biosensors"
        },
        {
            "@id": "studies/Functional_characterization_IronSenseR/",
            "filename": "studies/Functional_characterization_IronSenseR/isa.study.xlsx",
            "identifier": "Functional_characterization_IronSenseR",
            "title": "Characterization of IronSenseR",
            "description": "The novel ratiometric Matryoshka based IronSenseR was investigated upon functional and structural analysis. ",
            "protocols": [
                {
                    "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                    "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                    "parameters": [
                        {
                            "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                            "parameterName": {
                                "@id": "#UserTerm_insertion_Site",
                                "annotationValue": "insertion Site"
                            }
                        }
                    ]
                }
            ],
            "materials": {},
            "processSequence": [
                {
                    "@id": "#Process_plasmid_generation_0",
                    "name": "plasmid generation_0",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
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                    },
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                                "parameterName": {
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                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_empty",
                                "annotationValue": "empty"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_1",
                    "name": "plasmid generation_1",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
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                                    "annotationValue": "insertion Site"
                                }
                            }
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                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_I138",
                                "annotationValue": "I138"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_2",
                    "name": "plasmid generation_2",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_G139",
                                "annotationValue": "G139"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_3",
                    "name": "plasmid generation_3",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_L140",
                                "annotationValue": "L140"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_4",
                    "name": "plasmid generation_4",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_D141",
                                "annotationValue": "D141"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_5",
                    "name": "plasmid generation_5",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_Q142",
                                "annotationValue": "Q142"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_6",
                    "name": "plasmid generation_6",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
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                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_A143",
                                "annotationValue": "A143"
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                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                            "type": "Raw Data File"
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                    "@id": "#Process_plasmid_generation_7",
                    "name": "plasmid generation_7",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
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                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
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                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_D144",
                                "annotationValue": "D144"
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                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                            "type": "Raw Data File"
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                    "@id": "#Process_plasmid_generation_8",
                    "name": "plasmid generation_8",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_E145",
                                "annotationValue": "E145"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                            "type": "Raw Data File"
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                    "@id": "#Process_plasmid_generation_9",
                    "name": "plasmid generation_9",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_P146",
                                "annotationValue": "P146"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_10",
                    "name": "plasmid generation_10",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_D147",
                                "annotationValue": "D147"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_11",
                    "name": "plasmid generation_11",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_S148",
                                "annotationValue": "S148"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_12",
                    "name": "plasmid generation_12",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_G149",
                                "annotationValue": "G149"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                            "type": "Raw Data File"
                        }
                    ]
                },
                {
                    "@id": "#Process_plasmid_generation_13",
                    "name": "plasmid generation_13",
                    "executesProtocol": {
                        "@id": "#Protocol_./studies/Functional_characterization_IronSenseR/protocols/Molecular_cloning.md",
                        "name": "./studies/Functional_characterization_IronSenseR/protocols/Molecular cloning.md",
                        "parameters": [
                            {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            }
                        ]
                    },
                    "parameterValues": [
                        {
                            "category": {
                                "@id": "#ProtocolParameter/#UserTerm_insertion_Site",
                                "parameterName": {
                                    "@id": "#UserTerm_insertion_Site",
                                    "annotationValue": "insertion Site"
                                }
                            },
                            "value": {
                                "@id": "#UserTerm_V150",
                                "annotationValue": "V150"
                            }
                        }
                    ],
                    "inputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ240_pRSET_10xHis_lin.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "outputs": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                            "type": "Raw Data File"
                        }
                    ]
                }
            ],
            "assays": [
                {
                    "filename": "assays/Expression_and_Purification/isa.assay.xlsx",
                    "@id": "assays/Expression_and_Purification/",
                    "dataFiles": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ199_pRSET_10xHis_EK_MDtxRGA_G149_H98A.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ199_pRSET_10xHis_EK_MDtxRGA_G149_H98A.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ200_pRSET_10xHis_EK_MDtxRGA_G149_C102A.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ200_pRSET_10xHis_EK_MDtxRGA_G149_C102A.dna",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ198_pRSET_10xHis_EK_MDtxRGA_G149_H79A.dna",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ198_pRSET_10xHis_EK_MDtxRGA_G149_H79A.dna",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {
                        "samples": [
                            {
                                "@id": "#Sample_MDtxR_I138",
                                "name": "MDtxR I138"
                            },
                            {
                                "@id": "#Sample_MDtxR_G139",
                                "name": "MDtxR G139"
                            },
                            {
                                "@id": "#Sample_MDtxR_L140",
                                "name": "MDtxR L140"
                            },
                            {
                                "@id": "#Sample_MDtxR_D141",
                                "name": "MDtxR D141"
                            },
                            {
                                "@id": "#Sample_MDtxR_Q142",
                                "name": "MDtxR Q142"
                            },
                            {
                                "@id": "#Sample_MDtxR_A143",
                                "name": "MDtxR A143"
                            },
                            {
                                "@id": "#Sample_MDtxR_D144",
                                "name": "MDtxR D144"
                            },
                            {
                                "@id": "#Sample_MDtxR_E145",
                                "name": "MDtxR E145"
                            },
                            {
                                "@id": "#Sample_MDtxR_P146",
                                "name": "MDtxR P146"
                            },
                            {
                                "@id": "#Sample_MDtxR_D147",
                                "name": "MDtxR D147"
                            },
                            {
                                "@id": "#Sample_MDtxR_S148",
                                "name": "MDtxR S148"
                            },
                            {
                                "@id": "#Sample_MDtxR_G149",
                                "name": "MDtxR G149"
                            },
                            {
                                "@id": "#Sample_MDtxR_V150",
                                "name": "MDtxR V150"
                            },
                            {
                                "@id": "#Sample_MDtxRGA_G149_H98A",
                                "name": "MDtxRGA_G149_H98A"
                            },
                            {
                                "@id": "#Sample_MDtxRGA_G149_C102A",
                                "name": "MDtxRGA_G149_C102A"
                            },
                            {
                                "@id": "#Sample_MDtxRGA_G149_H79A",
                                "name": "MDtxRGA_G149_H79A"
                            }
                        ]
                    },
                    "processSequence": [
                        {
                            "@id": "#Process_Expression_and_Purification_fro_0",
                            "name": "Expression and Purification fro_0",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/Expression_and_Purification/dataset/2024-10-24-241018-25-Expression-Purification-and-Characterization-of-pAZ180-192-MDtxRGA-with-various-insertion-sites.pdf",
                                "name": "./assays/Expression_and_Purification/dataset/2024-10-24-241018-25-Expression-Purification-and-Characterization-of-pAZ180-192-MDtxRGA-with-various-insertion-sites.pdf"
                            },
                            "inputs": [
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ180_pRSET_10xHis_EK_MDtxRGA_I138.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ181_pRSET_10xHis_EK_MDtxRGA_G139.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ182_pRSET_10xHis_EK_MDtxRGA_L140.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ183_pRSET_10xHis_EK_MDtxRGA_D141.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ184_pRSET_10xHis_EK_MDtxRGA_Q142.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ185_pRSET_10xHis_EK_MDtxRGA_A143.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ186_pRSET_10xHis_EK_MDtxRGA_D144.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ187_pRSET_10xHis_EK_MDtxRGA_E145.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ188_pRSET_10xHis_EK_MDtxRGA_P146.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ189_pRSET_10xHis_EK_MDtxRGA_D147.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ190_pRSET_10xHis_EK_MDtxRGA_S148.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ192_pRSET_10xHis_EK_MDtxRGA_V150.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ199_pRSET_10xHis_EK_MDtxRGA_G149_H98A.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ199_pRSET_10xHis_EK_MDtxRGA_G149_H98A.dna",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ200_pRSET_10xHis_EK_MDtxRGA_G149_C102A.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ200_pRSET_10xHis_EK_MDtxRGA_G149_C102A.dna",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "#Sample_MDtxR_I138",
                                    "name": "MDtxR I138"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G139",
                                    "name": "MDtxR G139"
                                },
                                {
                                    "@id": "#Sample_MDtxR_L140",
                                    "name": "MDtxR L140"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D141",
                                    "name": "MDtxR D141"
                                },
                                {
                                    "@id": "#Sample_MDtxR_Q142",
                                    "name": "MDtxR Q142"
                                },
                                {
                                    "@id": "#Sample_MDtxR_A143",
                                    "name": "MDtxR A143"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D144",
                                    "name": "MDtxR D144"
                                },
                                {
                                    "@id": "#Sample_MDtxR_E145",
                                    "name": "MDtxR E145"
                                },
                                {
                                    "@id": "#Sample_MDtxR_P146",
                                    "name": "MDtxR P146"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D147",
                                    "name": "MDtxR D147"
                                },
                                {
                                    "@id": "#Sample_MDtxR_S148",
                                    "name": "MDtxR S148"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_V150",
                                    "name": "MDtxR V150"
                                },
                                {
                                    "@id": "#Sample_MDtxRGA_G149_H98A",
                                    "name": "MDtxRGA_G149_H98A"
                                },
                                {
                                    "@id": "#Sample_MDtxRGA_G149_C102A",
                                    "name": "MDtxRGA_G149_C102A"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Expression_and_Purification_fro_1",
                            "name": "Expression and Purification fro_1",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/Expression_and_Purification/dataset/2025-01-28-250128-IMAC-of-pAZ198-pAZ199-pAZ200-MDtxRGA-G149-putative-mutants-deficient-of-ion-binding.pdf",
                                "name": "./assays/Expression_and_Purification/dataset/2025-01-28-250128-IMAC-of-pAZ198-pAZ199-pAZ200-MDtxRGA-G149-putative-mutants-deficient-of-ion-binding.pdf"
                            },
                            "inputs": [
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ198_pRSET_10xHis_EK_MDtxRGA_G149_H79A.dna",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ198_pRSET_10xHis_EK_MDtxRGA_G149_H79A.dna",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "#Sample_MDtxRGA_G149_H79A",
                                    "name": "MDtxRGA_G149_H79A"
                                }
                            ]
                        }
                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_IronSenseR_protein_prification",
                            "name": "title",
                            "value": "IronSenseR protein prification"
                        },
                        {
                            "@id": "#Comment_description_Affinity_based_protein_purification_of_ronSenseR._",
                            "name": "description",
                            "value": "Affinity based protein purification of ronSenseR. "
                        }
                    ]
                },
                {
                    "filename": "assays/In_vivo_E_coli/isa.assay.xlsx",
                    "@id": "assays/In_vivo_E_coli/",
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                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_20_BPD_ratio.tiff",
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                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_250_BPD_C2.tiff",
                            "name": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA 250 BPD C2.tiff",
                            "type": "Raw Data File"
                        },
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                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_250_BPD_merge.tiff",
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                            "type": "Raw Data File"
                        },
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                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_250_BPD_ratio_ROIs.tiff",
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                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_250_BPD_ratio.tiff",
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                            "@id": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA_250_BPD_TD.tiff",
                            "name": "assays/In_vivo_E_coli/dataset/241218_MDtxR_GA/GA 250 BPD TD.tiff",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_E_coli/dataset/250609_MAN_IronSenseR_in_vivo/2025-06-08_pAZ191_198_199_200_BPD_Titrations.prism",
                            "name": "assays/In_vivo_E_coli/dataset/250609_MAN_IronSenseR in vivo/2025-06-08_pAZ191_198_199_200_BPD_Titrations.prism",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_E_coli/dataset/250609_MAN_IronSenseR_in_vivo/2025-06-08_pAZ191_198_199_200_BPD_Titrations.xlsx",
                            "name": "assays/In_vivo_E_coli/dataset/250609_MAN_IronSenseR in vivo/2025-06-08_pAZ191_198_199_200_BPD_Titrations.xlsx",
                            "type": "Raw Data File"
                        },
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                        },
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                            "@id": "assays/In_vivo_E_coli/dataset/250609_MAN_IronSenseR_in_vivo/Unknown.png",
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                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_E_coli/dataset/250611/24h_2025-06-12/01_2025-06-12_MDtxR_24h_WT_phase_LUT.pdf",
                            "name": "assays/In_vivo_E_coli/dataset/250611/24h 2025-06-12/01_2025-06-12_MDtxR_24h_WT_phase_LUT.pdf",
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                            "name": "assays/In_vivo_E_coli/dataset/250611/24h 2025-06-12/02_2025-06-12_MDtxR_24h_H79A_phase_LUT.pdf",
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                            "name": "assays/In_vivo_E_coli/dataset/250611/48h nur Mutanten 2025-02-26/2025-02-26_MDtxR_C102A_48h_Publ_1_phase_LUT.pdf",
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                            "name": "assays/In_vivo_E_coli/dataset/250620/Microscopy Images/24h/C102A/2025-06-12_MDtxR_24h_C102A_physics_06_2.pdf",
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                            "@id": "assays/In_vivo_P_putida/dataset/250527/Layout_1.tif",
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                            "type": "Raw Data File"
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                    "materials": {},
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                            "@id": "#Process_In_vivo_assay_P_putida_IronSens",
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                            "executesProtocol": {
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                                "name": "./assays/In_vivo_P_putida/protocols/Functional characterization in vivo P putida.md"
                            },
                            "inputs": [
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
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                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
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                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
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                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Plasmids/pAZ191_pRSET_10xHis_EK_MDtxRGA_G149.dna",
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                                    "type": "Raw Data File"
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                            ],
                            "outputs": [
                                {
                                    "@id": "assays/In_vivo_P_putida/dataset/250508/2025_05_07_Pputida_Data.prism",
                                    "name": "assays/In_vivo_P_putida/dataset/250508/2025_05_07_Pputida_Data.prism",
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                                {
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                                    "type": "Raw Data File"
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                                {
                                    "@id": "assays/In_vivo_P_putida/dataset/250508/2025_05_07.prism",
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                                {
                                    "@id": "assays/In_vivo_P_putida/dataset/250508/2025_05_07.xlsx",
                                    "name": "assays/In_vivo_P_putida/dataset/250508/2025_05_07.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vivo_P_putida/dataset/250508/Extern_BioSensor_in_P_putida.pdf",
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                                    "type": "Raw Data File"
                                },
                                {
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                                {
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                                {
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                                {
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                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vivo_P_putida/dataset/250527/Layout_1.tif",
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                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_In_vivo_function_of_IronSenseR_tested_in_P_putida",
                            "name": "title",
                            "value": "In vivo function of IronSenseR tested in P putida"
                        }
                    ]
                }
            ]
        },
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                            "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_250114_af3_rexyfp/pIDDT_fold_250114_af3_rexyfp_model_all.pse",
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                            "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_240524_af3_malb2/pIDDT_fold_240524_af3_malb2_model_all.pse",
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                            "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_240524_af3_tre_co4/pIDDT_fold_240524_af3_tre_co4_model_all.pse",
                            "type": "Raw Data File"
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                            "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_250114_af3_hyper3/pIDDT_fold_250114_af3_hyper3_model_all.pse",
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                            "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/resources/Structural data sFP biosensors /AF3/fold_250114_af3_percevalhr/pIDDT_fold_250114_af3_percevalhr_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251106_QUE2m_CNA.pse",
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                            "type": "Raw Data File"
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                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251106_30RexYFP_dimer_CNA.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251106_30RexYFP_dimer_CNA.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_MalE_CNA.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251107_MalE_CNA.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_TreCO4_CNA.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251107_TreCO4_CNA.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_HyPer3_OxyRrd.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251107_HyPer3_OxyRrd.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_Perceval_GlnK_trimer.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251107_Perceval_GlnK_trimer.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "studies/CoBiSe/resources/DtxR/DtxR_C_glutamicum.pdb",
                            "name": "studies/CoBiSe/resources/DtxR/DtxR_C_glutamicum.pdb",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {
                        "samples": [
                            {
                                "@id": "#Sample_./assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                "name": "./assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse"
                            }
                        ]
                    },
                    "processSequence": [
                        {
                            "@id": "#Process_CNA_retrospective",
                            "name": "CNA retrospective",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/CNA/protocols/Computational_insertion_site_identification.md",
                                "name": "./assays/CNA/protocols/Computational insertion site identification.md"
                            },
                            "inputs": [
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural_data_sFP_biosensors_/AF3/fold_250114_af3_atpque2m/pIDDT_fold_250114_af3_atpque2m_model_all.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_250114_af3_atpque2m/pIDDT_fold_250114_af3_atpque2m_model_all.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural_data_sFP_biosensors_/AF3/fold_250114_af3_rexyfp/pIDDT_fold_250114_af3_rexyfp_model_all.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_250114_af3_rexyfp/pIDDT_fold_250114_af3_rexyfp_model_all.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural_data_sFP_biosensors_/AF3/fold_240524_af3_malb2/pIDDT_fold_240524_af3_malb2_model_all.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_240524_af3_malb2/pIDDT_fold_240524_af3_malb2_model_all.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural_data_sFP_biosensors_/AF3/fold_240524_af3_tre_co4/pIDDT_fold_240524_af3_tre_co4_model_all.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_240524_af3_tre_co4/pIDDT_fold_240524_af3_tre_co4_model_all.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural_data_sFP_biosensors_/AF3/fold_250114_af3_hyper3/pIDDT_fold_250114_af3_hyper3_model_all.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/Structural data sFP biosensors /AF3/fold_250114_af3_hyper3/pIDDT_fold_250114_af3_hyper3_model_all.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_of_sFP_Biosensors/dataset/resources/Structural_data_sFP_biosensors_/AF3/fold_250114_af3_percevalhr/pIDDT_fold_250114_af3_percevalhr_full_data.pse",
                                    "name": "assays/Structural_modeling_of_sFP_Biosensors/dataset/resources/Structural data sFP biosensors /AF3/fold_250114_af3_percevalhr/pIDDT_fold_250114_af3_percevalhr_full_data.pse",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251106_QUE2m_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251106_QUE2m_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251106_30RexYFP_dimer_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251106_30RexYFP_dimer_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_MalE_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_MalE_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_TreCO4_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_TreCO4_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_HyPer3_OxyRrd.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_HyPer3_OxyRrd.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_Perceval_GlnK_trimer.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_Perceval_GlnK_trimer.pse",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_CNA_prospective_of_DtxR",
                            "name": "CNA prospective of DtxR",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/CNACoBiSe/protocols/Computational_insertion_site_identification.md",
                                "name": "./assays/CNACoBiSe/protocols/Computational insertion site identification.md"
                            },
                            "inputs": [
                                {
                                    "@id": "studies/CoBiSe/resources/DtxR/DtxR_C_glutamicum.pdb",
                                    "name": "studies/CoBiSe/resources/DtxR/DtxR_C_glutamicum.pdb",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "#Sample_./assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "./assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse"
                                }
                            ]
                        }
                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_Central_network_Analysis",
                            "name": "title",
                            "value": "Central network Analysis"
                        },
                        {
                            "@id": "#Comment_description_The_rigid_and_flexible_regions_within_a_binding_protein_were_computationally_identified._The_binding_proteins_are_used_as_molecular_recognition_element_(MRE)_for_biosensor_creation,_and_the_flexible_elements_are_putative_insertion_regions_for_biosensor_cassette._",
                            "name": "description",
                            "value": "The rigid and flexible regions within a binding protein were computationally identified. The binding proteins are used as molecular recognition element (MRE) for biosensor creation, and the flexible elements are putative insertion regions for biosensor cassette. "
                        }
                    ]
                }
            ]
        },
        {
            "@id": "studies/PLACEHOLDER_STUDY_In_vitro_characterization_IronSenseR/",
            "filename": "studies/PLACEHOLDER_STUDY_In_vitro_characterization_IronSenseR/isa.study.xlsx",
            "identifier": "PLACEHOLDER_STUDY_In_vitro_characterization_IronSenseR",
            "assays": [
                {
                    "filename": "assays/In_vitro_characterization_IronSenseR/isa.assay.xlsx",
                    "@id": "assays/In_vitro_characterization_IronSenseR/",
                    "dataFiles": [
                        {
                            "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                            "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Fe2SO4_biological_triplicates.xlsx",
                            "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Fe2SO4_biological_triplicates.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_250129_MDtxRGA_G149_pAZ198_199_200_biol.RepI-III_0-25_FeSO4.xlsx",
                            "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_250129_MDtxRGA_G149_pAZ198_199_200_biol.RepI-III_0-25_FeSO4.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Ions_biological_triplicates.xlsx",
                            "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Ions_biological_triplicates.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_251023_pAZ191_MDtxR_G149_Tit_CaSo4_CuSO4_ZnSO4_20mM_MOPS_pH7.0.xlsx",
                            "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_251023_pAZ191_MDtxR_G149_Tit_CaSo4_CuSO4_ZnSO4_20mM_MOPS_pH7.0.xlsx",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {
                        "samples": [
                            {
                                "@id": "#Sample_MDtxR_I138",
                                "name": "MDtxR I138"
                            },
                            {
                                "@id": "#Sample_MDtxR_G139",
                                "name": "MDtxR G139"
                            },
                            {
                                "@id": "#Sample_MDtxR_L140",
                                "name": "MDtxR L140"
                            },
                            {
                                "@id": "#Sample_MDtxR_D141",
                                "name": "MDtxR D141"
                            },
                            {
                                "@id": "#Sample_MDtxR_Q142",
                                "name": "MDtxR Q142"
                            },
                            {
                                "@id": "#Sample_MDtxR_A143",
                                "name": "MDtxR A143"
                            },
                            {
                                "@id": "#Sample_MDtxR_D144",
                                "name": "MDtxR D144"
                            },
                            {
                                "@id": "#Sample_MDtxR_E145",
                                "name": "MDtxR E145"
                            },
                            {
                                "@id": "#Sample_MDtxR_P146",
                                "name": "MDtxR P146"
                            },
                            {
                                "@id": "#Sample_MDtxR_D147",
                                "name": "MDtxR D147"
                            },
                            {
                                "@id": "#Sample_MDtxR_S148",
                                "name": "MDtxR S148"
                            },
                            {
                                "@id": "#Sample_MDtxR_G149",
                                "name": "MDtxR G149"
                            },
                            {
                                "@id": "#Sample_MDtxR_V150",
                                "name": "MDtxR V150"
                            },
                            {
                                "@id": "#Sample_MDtxR_G149_Binding_deficient_variants",
                                "name": "MDtxR G149 Binding deficient variants"
                            }
                        ]
                    },
                    "processSequence": [
                        {
                            "@id": "#Process_Screening_of_putative_IronSense",
                            "name": "Screening of putative IronSense",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/In_vitro_characterization_IronSenseR/protocols/Functional_characterization.md",
                                "name": "./assays/In_vitro_characterization_IronSenseR/protocols/Functional characterization.md"
                            },
                            "inputs": [
                                {
                                    "@id": "#Sample_MDtxR_I138",
                                    "name": "MDtxR I138"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G139",
                                    "name": "MDtxR G139"
                                },
                                {
                                    "@id": "#Sample_MDtxR_L140",
                                    "name": "MDtxR L140"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D141",
                                    "name": "MDtxR D141"
                                },
                                {
                                    "@id": "#Sample_MDtxR_Q142",
                                    "name": "MDtxR Q142"
                                },
                                {
                                    "@id": "#Sample_MDtxR_A143",
                                    "name": "MDtxR A143"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D144",
                                    "name": "MDtxR D144"
                                },
                                {
                                    "@id": "#Sample_MDtxR_E145",
                                    "name": "MDtxR E145"
                                },
                                {
                                    "@id": "#Sample_MDtxR_P146",
                                    "name": "MDtxR P146"
                                },
                                {
                                    "@id": "#Sample_MDtxR_D147",
                                    "name": "MDtxR D147"
                                },
                                {
                                    "@id": "#Sample_MDtxR_S148",
                                    "name": "MDtxR S148"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_V150",
                                    "name": "MDtxR V150"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241025_MDtxRGA_180-192_20mM_MOPS_pH7.0_0-25uM_FeIISO4.xlsx",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Characterization_of_MDtxR_G149__0",
                            "name": "Characterization of MDtxR G149 _0",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/In_vitro_characterization_IronSenseR/protocols/Functional_characterization.md",
                                "name": "./assays/In_vitro_characterization_IronSenseR/protocols/Functional characterization.md",
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Ions",
                                        "parameterName": {
                                            "@id": "#UserTerm_Ions",
                                            "annotationValue": "Ions"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Ions",
                                        "parameterName": {
                                            "@id": "#UserTerm_Ions",
                                            "annotationValue": "Ions"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_FeSO4",
                                        "annotationValue": "FeSO4"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149_Binding_deficient_variants",
                                    "name": "MDtxR G149 Binding deficient variants"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Fe2SO4_biological_triplicates.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Fe2SO4_biological_triplicates.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_250129_MDtxRGA_G149_pAZ198_199_200_biol.RepI-III_0-25_FeSO4.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_250129_MDtxRGA_G149_pAZ198_199_200_biol.RepI-III_0-25_FeSO4.xlsx",
                                    "type": "Raw Data File"
                                }
                            ]
                        },
                        {
                            "@id": "#Process_Characterization_of_MDtxR_G149__1",
                            "name": "Characterization of MDtxR G149 _1",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/In_vitro_characterization_IronSenseR/protocols/Functional_characterization.md",
                                "name": "./assays/In_vitro_characterization_IronSenseR/protocols/Functional characterization.md",
                                "parameters": [
                                    {
                                        "@id": "#ProtocolParameter/#UserTerm_Ions",
                                        "parameterName": {
                                            "@id": "#UserTerm_Ions",
                                            "annotationValue": "Ions"
                                        }
                                    }
                                ]
                            },
                            "parameterValues": [
                                {
                                    "category": {
                                        "@id": "#ProtocolParameter/#UserTerm_Ions",
                                        "parameterName": {
                                            "@id": "#UserTerm_Ions",
                                            "annotationValue": "Ions"
                                        }
                                    },
                                    "value": {
                                        "@id": "#UserTerm_Various_Ions",
                                        "annotationValue": "Various Ions"
                                    }
                                }
                            ],
                            "inputs": [
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Ions_biological_triplicates.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_241119_pAZ191_MDtxRGA_G149_20mMMOPSpH7.0_0-25\u00b5M_Ions_biological_triplicates.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vitro_characterization_IronSenseR/dataset/In_vitro/Eva_251023_pAZ191_MDtxR_G149_Tit_CaSo4_CuSO4_ZnSO4_20mM_MOPS_pH7.0.xlsx",
                                    "name": "assays/In_vitro_characterization_IronSenseR/dataset/In vitro/Eva_251023_pAZ191_MDtxR_G149_Tit_CaSo4_CuSO4_ZnSO4_20mM_MOPS_pH7.0.xlsx",
                                    "type": "Raw Data File"
                                }
                            ]
                        }
                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_Activity_of_IrnSenseR",
                            "name": "title",
                            "value": "Activity of IrnSenseR"
                        },
                        {
                            "@id": "#Comment_description_IronSenseR_activity_was_estimated_upon_binding_of_metal_ions_by_in_vitro_titration__assays.",
                            "name": "description",
                            "value": "IronSenseR activity was estimated upon binding of metal ions by in vitro titration  assays."
                        }
                    ]
                }
            ]
        },
        {
            "@id": "studies/PLACEHOLDER_STUDY_In_vivo_C_glutamicum/",
            "filename": "studies/PLACEHOLDER_STUDY_In_vivo_C_glutamicum/isa.study.xlsx",
            "identifier": "PLACEHOLDER_STUDY_In_vivo_C_glutamicum",
            "assays": [
                {
                    "filename": "assays/In_vivo_C_glutamicum/isa.assay.xlsx",
                    "@id": "assays/In_vivo_C_glutamicum/",
                    "dataFiles": [
                        {
                            "@id": "studies/Functional_characterization_IronSenseR/resources/Strains/C_glutamicum.md",
                            "name": "studies/Functional_characterization_IronSenseR/resources/Strains/C glutamicum.md",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_C_glutamicum/dataset/20250525_IronBiosensor.xlsx",
                            "name": "assays/In_vivo_C_glutamicum/dataset/20250525_IronBiosensor.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge_raw.xlsx",
                            "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge_raw.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge.xlsx",
                            "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge.xlsx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_normiert_after_fridge.pzfx",
                            "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_normiert_after fridge.pzfx",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {},
                    "processSequence": [
                        {
                            "@id": "#Process_C_glutamicum_in_vivo",
                            "name": "C glutamicum in vivo",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/In_vivo_C_glutamicum/protocols/Functional_Characterization_in_vivo_C_glutamicum.md",
                                "name": "./assays/In_vivo_C_glutamicum/protocols/Functional Characterization in vivo C glutamicum.md"
                            },
                            "inputs": [
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Strains/C_glutamicum.md",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Strains/C glutamicum.md",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Strains/C_glutamicum.md",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Strains/C glutamicum.md",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Strains/C_glutamicum.md",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Strains/C glutamicum.md",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "studies/Functional_characterization_IronSenseR/resources/Strains/C_glutamicum.md",
                                    "name": "studies/Functional_characterization_IronSenseR/resources/Strains/C glutamicum.md",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/In_vivo_C_glutamicum/dataset/20250525_IronBiosensor.xlsx",
                                    "name": "assays/In_vivo_C_glutamicum/dataset/20250525_IronBiosensor.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge_raw.xlsx",
                                    "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge_raw.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge.xlsx",
                                    "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_afterfridge.xlsx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_normiert_after_fridge.pzfx",
                                    "name": "assays/In_vivo_C_glutamicum/dataset/20250526_IronBiosensor_normiert_after fridge.pzfx",
                                    "type": "Raw Data File"
                                }
                            ]
                        }
                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_In_vivo_function_of_IronSenseR_tested_in_C_glutamicum",
                            "name": "title",
                            "value": "In vivo function of IronSenseR tested in C glutamicum"
                        }
                    ]
                }
            ]
        },
        {
            "@id": "studies/PLACEHOLDER_STUDY_Small_angle_Xray_scattering/",
            "filename": "studies/PLACEHOLDER_STUDY_Small_angle_Xray_scattering/isa.study.xlsx",
            "identifier": "PLACEHOLDER_STUDY_Small_angle_Xray_scattering",
            "assays": [
                {
                    "filename": "assays/Small_angle_Xray_scattering/isa.assay.xlsx",
                    "@id": "assays/Small_angle_Xray_scattering/",
                    "dataFiles": [
                        {
                            "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                            "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/Bildschirmfoto_2024-11-22_um_16.55.05.png",
                            "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/Bildschirmfoto 2024-11-22 um 16.55.05.png",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {
                        "samples": [
                            {
                                "@id": "#Sample_MDtxR_G149",
                                "name": "MDtxR G149"
                            }
                        ]
                    },
                    "processSequence": [
                        {
                            "@id": "#Process_SAXS_",
                            "name": "SAXS ",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/Small_angle_Xray_scattering/protocols/Structural_analysis_by_small_angle_X-ray_scattering.md",
                                "name": "./assays/Small_angle_Xray_scattering/protocols/Structural analysis by small angle X-ray scattering.md"
                            },
                            "inputs": [
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                },
                                {
                                    "@id": "#Sample_MDtxR_G149",
                                    "name": "MDtxR G149"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/211115_SEC_SAXS_pAZ191_MDtxRGA_G149.docx",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/211115 SEC SAXS pAZ191 MDtxRGA G149.docx",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Small_angle_Xray_scattering/dataset/241115_SEC_SAXS_pAZ191_MDtxRGA_G149/Bildschirmfoto_2024-11-22_um_16.55.05.png",
                                    "name": "assays/Small_angle_Xray_scattering/dataset/241115_SEC SAXS pAZ191 MDtxRGA G149/Bildschirmfoto 2024-11-22 um 16.55.05.png",
                                    "type": "Raw Data File"
                                }
                            ]
                        }
                    ],
                    "comments": [
                        {
                            "@id": "#Comment_title_SAXS_of_IronSenseR",
                            "name": "title",
                            "value": "SAXS of IronSenseR"
                        },
                        {
                            "@id": "#Comment_description_The_in_solution_strucutre_of_IonenseR_was_determined,_revealing_monomeric_biosensors._",
                            "name": "description",
                            "value": "The in solution strucutre of IonenseR was determined, revealing monomeric biosensors. "
                        }
                    ]
                }
            ]
        },
        {
            "@id": "studies/PLACEHOLDER_STUDY_Structural_modeling_for_CoBiSe/",
            "filename": "studies/PLACEHOLDER_STUDY_Structural_modeling_for_CoBiSe/isa.study.xlsx",
            "identifier": "PLACEHOLDER_STUDY_Structural_modeling_for_CoBiSe",
            "assays": [
                {
                    "filename": "assays/Structural_modeling_for_CoBiSe/isa.assay.xlsx",
                    "@id": "assays/Structural_modeling_for_CoBiSe/",
                    "dataFiles": [
                        {
                            "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                            "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/0_241017_af3_mdtxrga_i138/fold_241017_af3_mdtxrga_i138_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/0_241017_af3_mdtxrga_i138/fold_241017_af3_mdtxrga_i138_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/1_241017_af3_mdtxrga_g139/fold_241017_af3_mdtxrga_g139_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/1_241017_af3_mdtxrga_g139/fold_241017_af3_mdtxrga_g139_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/2_241017_af3_mdtxrga_l140/fold_241017_af3_mdtxrga_l140_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/2_241017_af3_mdtxrga_l140/fold_241017_af3_mdtxrga_l140_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/3_241017_af3_mdtxrga_d141/fold_241017_af3_mdtxrga_d141_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/3_241017_af3_mdtxrga_d141/fold_241017_af3_mdtxrga_d141_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/4_241017_af3_mdtxrga_q142/fold_241017_af3_mdtxrga_q142_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/4_241017_af3_mdtxrga_q142/fold_241017_af3_mdtxrga_q142_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/5_241017_af3_mdtxrga_a143/fold_241017_af3_mdtxrga_a143_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/5_241017_af3_mdtxrga_a143/fold_241017_af3_mdtxrga_a143_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/6_241017_af3_mdtxrga_d144/fold_241017_af3_mdtxrga_d144_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/6_241017_af3_mdtxrga_d144/fold_241017_af3_mdtxrga_d144_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/7_241017_af3_mdtxrga_e145/fold_241017_af3_mdtxrga_e145_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/7_241017_af3_mdtxrga_e145/fold_241017_af3_mdtxrga_e145_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/8_241017_af3_mdtxrga_p146/fold_241017_af3_mdtxrga_p146_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/8_241017_af3_mdtxrga_p146/fold_241017_af3_mdtxrga_p146_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/9_241017_af3_mdtxrga_d147/fold_241017_af3_mdtxrga_d147_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/9_241017_af3_mdtxrga_d147/fold_241017_af3_mdtxrga_d147_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/10_241017_af3_mdtxrga_s148/fold_241017_af3_mdtxrga_s148_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/10_241017_af3_mdtxrga_s148/fold_241017_af3_mdtxrga_s148_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/11_241017_af3_mdtxrga_g149/fold_241017_af3_mdtxrga_g149_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/11_241017_af3_mdtxrga_g149/fold_241017_af3_mdtxrga_g149_full_data.pse",
                            "type": "Raw Data File"
                        },
                        {
                            "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/12_241017_af3_mdtxrga_v150/fold_241017_af3_mdtxrga_v150_full_data.pse",
                            "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/12_241017_af3_mdtxrga_v150/fold_241017_af3_mdtxrga_v150_full_data.pse",
                            "type": "Raw Data File"
                        }
                    ],
                    "materials": {},
                    "processSequence": [
                        {
                            "@id": "#Process_Structural_models_of_IronSenseR",
                            "name": "Structural models of IronSenseR",
                            "executesProtocol": {
                                "@id": "#Protocol_./assays/Structural_modeling_for_CoBiSe/protocols/Structural_modelling.md",
                                "name": "./assays/Structural_modeling_for_CoBiSe/protocols/Structural modelling.md"
                            },
                            "inputs": [
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "name": "assays/CNA/dataset/CNAs/CNA_results/251107_DtxR_CNA.pse",
                                    "type": "Raw Data File"
                                }
                            ],
                            "outputs": [
                                {
                                    "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/0_241017_af3_mdtxrga_i138/fold_241017_af3_mdtxrga_i138_full_data.pse",
                                    "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/0_241017_af3_mdtxrga_i138/fold_241017_af3_mdtxrga_i138_full_data.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/1_241017_af3_mdtxrga_g139/fold_241017_af3_mdtxrga_g139_full_data.pse",
                                    "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/1_241017_af3_mdtxrga_g139/fold_241017_af3_mdtxrga_g139_full_data.pse",
                                    "type": "Raw Data File"
                                },
                                {
                                    "@id": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/2_241017_af3_mdtxrga_l140/fold_241017_af3_mdtxrga_l140_full_data.pse",
                                    "name": "assays/Structural_modeling_for_CoBiSe/dataset/MDtxRGA/2_241017_af3_mdtxrga_l140/fold_241017_af3_mdtxrga_l140_full_data.pse",
                                    "type": "Raw Data File"
                                },
                                {
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                        },
                        {
                            "@id": "#Comment_description_Pre-existing_biosensors_were_modeled_and_ind_use_in_retrospective_CoBiSe._",
                            "name": "description",
                            "value": "Pre-existing biosensors were modeled and ind use in retrospective CoBiSe. "
                        }
                    ]
                }
            ]
        }
    ]
}