{
  "schema": "nmd-vcell-dmd-process-map/1.1",
  "map_id": "DMD-PROCESS-V1",
  "disease": "DMD",
  "organ_scope": "skeletal_muscle",
  "release_state": "EVIDENCE_AWARE_MECHANISTIC_MAP",
  "layout_policy": {
    "algorithm": "manual_hierarchical_dag",
    "seed": 42,
    "warning": "Node coordinates encode a reproducible reading order only; position and distance are not biological evidence."
  },
  "edge_line_types": {
    "DIRECT_CAUSAL": "strong solid arrow",
    "MEASURED_TRANSITION": "thin solid arrow",
    "CONTEXTUAL_ASSOCIATION": "dashed arrow",
    "COMPUTATIONAL_INFERENCE": "dotted arrow",
    "MISSING_REQUIRED_OUTCOME": "ghost dashed arrow"
  },
  "source_objects": [
    {
      "source_id": "GSE272233",
      "source_type": "dataset",
      "label": "DMD-locus correction transcript reference",
      "route": "/resource/measured-dmd-evidence/",
      "role": "measured DMD correction and induction reference"
    },
    {
      "source_id": "PRJNA772047",
      "source_type": "dataset",
      "label": "Human DMD patient skeletal muscle reference",
      "route": "/resource/measured-dmd-evidence/",
      "role": "measured disease-pathway context"
    },
    {
      "source_id": "GSE288958",
      "source_type": "dataset",
      "label": "Human DMD/BMD/control muscle snRNA-seq and spatial context",
      "route": "/resource/api/v1.1/context-objects/GSE288958.json",
      "role": "read-only disease cell-state and spatial context",
      "analysis_id": "gse288958_sample_aware_module_context_v01",
      "inferential_unit": "Independent biopsy/sample; cells are nested observations and are not independent disease replicates",
      "analysis_scope": "Sample-aware stable-module mean summaries across 11 samples, with all-sample reporting and predeclared Normal_2 exclusion sensitivity; no p-values or disease-effect ranking",
      "pathway_axes": [
        "FAP / ECM fibrosis",
        "Regeneration / stress",
        "Macrophage inflammatory state",
        "Oxidative / mitochondrial context",
        "Vascular / endothelial context"
      ],
      "claim_ceiling": "Supports descriptive sample-aware cell-state context and context-only candidate alignment; it does not establish a disease effect, causal transition, therapeutic response, model-training target or functional endpoint.",
      "artifact_routes": [
        {
          "label": "Sample-aware context object",
          "route": "/resource/api/v1.1/context-objects/GSE288958.json"
        },
        {
          "label": "Formal QC gate",
          "route": "/resource/api/v1.1/gse288958_qc_gate.json"
        },
        {
          "label": "Reference audit",
          "route": "/resource/gse288958-audit/"
        },
        {
          "label": "Reference audit JSON",
          "route": "/resource/api/v1.1/gse288958_reference_audit.json"
        },
        {
          "label": "Context brief",
          "route": "/resource/downloads/GSE288958_CONTEXT_OBJECT.md"
        },
        {
          "label": "Stable module table",
          "route": "/resource/downloads/GSE288958_STABLE_MODULE_CONTEXT.tsv"
        },
        {
          "label": "Candidate context triage",
          "route": "/resource/downloads/GSE288958_CANDIDATE_CONTEXT_TRIAGE.tsv"
        }
      ]
    },
    {
      "source_id": "GSE277637",
      "source_type": "dataset",
      "label": "DMD iPSC-derived skeletal-muscle organoid scRNA-seq",
      "route": "/resource/api/v1.1/context-objects/GSE277637.json",
      "role": "line-aware descriptive DMD organoid disease-axis context; no spatial, causal or functional endpoint",
      "analysis_id": "gse277637_external_dmd_organoid_validation_v01",
      "inferential_unit": "iPSC-derived line/sample; three DMD lines share one WT control; cells and genes are not independent biological replicates",
      "analysis_scope": "Gene and Reactome pathway pseudobulk disease-axis deltas with line-specific and median summaries",
      "pathway_axes": [
        "Myogenesis",
        "Muscle contraction",
        "Mitochondrial calcium ion transport",
        "Extracellular matrix organization",
        "Cell recruitment (pro-inflammatory response)",
        "Cellular response to chemical stress"
      ],
      "claim_ceiling": "Supports descriptive DMD organoid disease context and heterogeneity stress testing only; it does not establish cell-state transition, macrophage/FAP communication, candidate perturbation response or function.",
      "artifact_routes": [
        {
          "label": "Cross-dataset metrics",
          "route": "/resource/downloads/external_dmd_organoid_stress_test_metrics_v01.tsv"
        },
        {
          "label": "Line-aware context object",
          "route": "/resource/api/v1.1/context-objects/GSE277637.json"
        }
      ]
    },
    {
      "source_id": "GSE293514",
      "source_type": "dataset",
      "label": "Human myoblast fusion CRISPR screen and CROP-seq context",
      "route": "/resource/cascade-network/",
      "role": "healthy-myoblast perturbation substrate"
    },
    {
      "source_id": "GSE52529",
      "source_type": "dataset",
      "label": "Human myogenic differentiation time course",
      "route": "/resource/trajectory/",
      "role": "unperturbed temporal reference"
    },
    {
      "source_id": "DMD-MUSCLE-REVIEW",
      "source_type": "curated_evidence",
      "label": "DMD skeletal-muscle disease mechanism anchor",
      "route": "/resource/disease/dmd/",
      "role": "curated disease mechanism context; not a new local measurement"
    },
    {
      "source_id": "DMD-SPATIAL-CONTEXT",
      "source_type": "curated_evidence",
      "label": "DMD spatial degeneration, regeneration and fibrosis context",
      "route": "/resource/api/v1.1/data_intake_registry.json",
      "role": "spatial/contextual support; no automatic causal edge"
    },
    {
      "source_id": "STUDY-CARD-MANIFEST",
      "source_type": "registry",
      "label": "21 governed DMD Study Card drafts",
      "route": "/resource/api/v1.1/study_card_manifest.json",
      "role": "draft experiment handoff; no registered study or outcome"
    }
  ],
  "nodes": [
    {
      "node_id": "DMD-P001",
      "process": "DMD genomic lesion",
      "scale": "gene_molecular",
      "compartment": "genetic",
      "cell_type": "disease_anchor",
      "time_context": "disease_origin",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "disease genotype",
        "dystrophin locus status"
      ],
      "claim_ceiling": "DMD disease anchor; does not specify downstream cell-state effect size.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "next_experiment": "Matched genotype and dystrophin-status confirmation in the selected model.",
      "layout": {
        "x": 90,
        "y": 350
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P002",
      "process": "Dystrophin deficiency",
      "scale": "protein_myofibre",
      "compartment": "myofibre",
      "cell_type": "myofibre",
      "time_context": "disease_origin",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "dystrophin protein",
        "sarcolemmal localization"
      ],
      "claim_ceiling": "Disease-associated dystrophin deficiency; not a candidate perturbation response.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-MUSCLE-REVIEW",
        "GSE272233"
      ],
      "next_experiment": "Quantify dystrophin rescue and membrane integrity in matched DMD/control fibres.",
      "layout": {
        "x": 250,
        "y": 350
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "LOCUS_CORRECTION",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P003",
      "process": "Sarcolemmal / mechanical instability",
      "scale": "cellular_mechanical",
      "compartment": "myofibre",
      "cell_type": "myofibre",
      "time_context": "injury_initiation",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "membrane integrity",
        "mechanical stress response",
        "injury markers"
      ],
      "claim_ceiling": "Mechanistic disease-core context; local transition probability is not calibrated.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-MUSCLE-REVIEW",
        "PRJNA772047"
      ],
      "next_experiment": "Matched mechanical-stress and membrane-integrity assay with genotype control.",
      "layout": {
        "x": 430,
        "y": 350
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P004",
      "process": "Ca2+ / cellular stress state",
      "scale": "cellular_stress",
      "compartment": "myofibre",
      "cell_type": "myofibre",
      "time_context": "injury_initiation",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "calcium handling",
        "oxidative stress",
        "metabolic stress",
        "stress-response pathway delta"
      ],
      "claim_ceiling": "Disease-associated stress context; the organoid pathway readout is descriptive and does not provide perturbation-conditioned calcium or metabolic prediction.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-MUSCLE-REVIEW",
        "PRJNA772047",
        "GSE277637"
      ],
      "next_experiment": "Time-matched calcium, oxidative and viability readouts after defined mechanical challenge.",
      "layout": {
        "x": 600,
        "y": 210
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P005",
      "process": "Myofibre injury",
      "scale": "tissue_cellular",
      "compartment": "myofibre",
      "cell_type": "myofibre",
      "time_context": "acute_injury",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "injury marker",
        "membrane leakage",
        "necrotic fraction"
      ],
      "claim_ceiling": "Disease injury context; cannot establish candidate-specific injury probability.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-MUSCLE-REVIEW",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Prospective injury time course with donor-aware replication.",
      "layout": {
        "x": 770,
        "y": 210
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P006",
      "process": "Degeneration / necrosis",
      "scale": "tissue",
      "compartment": "tissue",
      "cell_type": "injured_myofibre",
      "time_context": "acute_injury",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "necrotic area",
        "debris",
        "histopathology"
      ],
      "claim_ceiling": "Measured disease pathology context; no causal ranking of upstream candidates.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Spatially matched injury and immune-clearance sampling across disease stage.",
      "layout": {
        "x": 940,
        "y": 210
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P007",
      "process": "Damage / inflammatory signalling",
      "scale": "tissue_signal",
      "compartment": "tissue",
      "cell_type": "multicellular",
      "time_context": "acute_injury",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "inflammatory programme",
        "damage-associated signals",
        "cytokine module",
        "pro-inflammatory pathway delta"
      ],
      "claim_ceiling": "Inflammatory context; organoid pathway deltas do not resolve cell source, individual ligand activity or causal strength.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT",
        "GSE277637"
      ],
      "next_experiment": "Matched spatial and temporal measurement of damage signals and responding compartments.",
      "layout": {
        "x": 1110,
        "y": 210
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P008",
      "process": "Monocyte / myeloid recruitment",
      "scale": "cell_population",
      "compartment": "immune",
      "cell_type": "monocyte_myeloid",
      "time_context": "inflammation_clearance",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "myeloid abundance",
        "recruitment markers",
        "spatial localization"
      ],
      "claim_ceiling": "Disease-associated myeloid recruitment context; no cell-specific causal effect estimate.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Donor- and stage-matched myeloid recruitment measurement with spatial coordinates.",
      "layout": {
        "x": 1270,
        "y": 130
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P009",
      "process": "Phagocytic / clearance macrophage state",
      "scale": "cell_state",
      "compartment": "immune",
      "cell_type": "macrophage",
      "time_context": "inflammation_clearance",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "phagocytosis",
        "debris clearance",
        "macrophage state programme"
      ],
      "claim_ceiling": "State-associated macrophage context; not an M1/M2 assignment or causal clearance estimate.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT",
        "GSE288958"
      ],
      "next_experiment": "State-resolved phagocytosis and clearance assay in matched DMD/control context.",
      "layout": {
        "x": 1430,
        "y": 40
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P010",
      "process": "Repair-associated macrophage state",
      "scale": "cell_state",
      "compartment": "immune",
      "cell_type": "macrophage",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "repair programme",
        "pro-regenerative signals",
        "state abundance"
      ],
      "claim_ceiling": "State-associated repair context; no direct repair efficacy or fate probability.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT",
        "GSE288958"
      ],
      "next_experiment": "Time-resolved state annotation with functional repair co-readout.",
      "layout": {
        "x": 1430,
        "y": 180
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P011",
      "process": "Fibrosis-associated macrophage state",
      "scale": "cell_state",
      "compartment": "immune",
      "cell_type": "macrophage",
      "time_context": "remodelling_failure",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "fibrotic macrophage programme",
        "SPP1-associated state",
        "spatial co-localization"
      ],
      "claim_ceiling": "Association and candidate communication only; macrophage-to-FAP causality is not established.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT",
        "GSE288958"
      ],
      "next_experiment": "Matched macrophage-conditioned or SPP1 perturbation study on DMD FAP phenotype.",
      "layout": {
        "x": 1430,
        "y": 320
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P012",
      "process": "MuSC activation",
      "scale": "cell_state",
      "compartment": "myogenic",
      "cell_type": "satellite_cell",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "MuSC activation markers",
        "state abundance",
        "entry into cycle"
      ],
      "claim_ceiling": "Myogenic activation context; no DMD perturbation-conditioned transition probability.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "GSE52529"
      ],
      "next_experiment": "Donor-aware MuSC activation time course in DMD and matched control.",
      "layout": {
        "x": 1270,
        "y": 430
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P013",
      "process": "Myogenic proliferation",
      "scale": "cell_state",
      "compartment": "myogenic",
      "cell_type": "myogenic_progenitor",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "proliferation",
        "cell-state occupancy",
        "myogenic programme"
      ],
      "claim_ceiling": "Reference myogenic state context; not a DMD perturbation outcome.",
      "model_readiness": "REFERENCE_ONLY",
      "source_ids": [
        "GSE52529",
        "GSE293514"
      ],
      "next_experiment": "Matched DMD/control perturbation with donor and state-resolved proliferation.",
      "layout": {
        "x": 1110,
        "y": 430
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "SAME_TISSUE",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P014",
      "process": "Myogenic differentiation",
      "scale": "cell_state",
      "compartment": "myogenic",
      "cell_type": "myogenic_progenitor",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "differentiation markers",
        "state occupancy",
        "pathway programme",
        "myogenesis pathway delta"
      ],
      "claim_ceiling": "Measured unperturbed human-myogenic trajectory plus line-aware DMD organoid pathway context; DMD perturbation response and cell-state transition remain not measured.",
      "model_readiness": "REFERENCE_ONLY",
      "source_ids": [
        "GSE52529",
        "GSE272233",
        "GSE277637"
      ],
      "next_experiment": "Matched DMD/control perturbation and differentiation endpoint with frozen Study Card.",
      "layout": {
        "x": 940,
        "y": 430
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "LOCUS_CORRECTION",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P015",
      "process": "Myoblast fusion",
      "scale": "cell_function",
      "compartment": "myogenic",
      "cell_type": "fusion_competent_myoblast",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "fusion index",
        "myotube morphology",
        "viability"
      ],
      "claim_ceiling": "Healthy-human-myoblast fusion context is observed; it is not DMD replication or treatment efficacy.",
      "model_readiness": "CONTEXT_ONLY",
      "source_ids": [
        "GSE293514"
      ],
      "next_experiment": "DMD/control matched perturbation with fusion, membrane and viability endpoints.",
      "layout": {
        "x": 770,
        "y": 430
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "SAME_TISSUE",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P016",
      "process": "Regenerated myofibre",
      "scale": "tissue_cellular",
      "compartment": "myofibre",
      "cell_type": "regenerated_myofibre",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "regenerated fibre morphology",
        "dystrophin status",
        "contractile markers"
      ],
      "claim_ceiling": "Regeneration context; no calibrated regenerated-fibre probability or function prediction.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE272233",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Longitudinal regenerated-fibre identity and function in matched DMD/control.",
      "layout": {
        "x": 600,
        "y": 430
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "LOCUS_CORRECTION",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P017",
      "process": "FAP activation",
      "scale": "cell_state",
      "compartment": "stromal",
      "cell_type": "FAP",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "FAP state markers",
        "ECM programme",
        "secretome"
      ],
      "claim_ceiling": "Disease-associated FAP state; macrophage-to-FAP causality is not established.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Macrophage-conditioned or SPP1 perturbation study with DMD FAP fibrotic readouts.",
      "layout": {
        "x": 1270,
        "y": 570
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P018",
      "process": "Regeneration-supportive stromal state",
      "scale": "cell_state",
      "compartment": "stromal",
      "cell_type": "FAP_stromal",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "niche-support programme",
        "secretome",
        "myogenic support"
      ],
      "claim_ceiling": "Contextual niche-support state; no cell-cell causal effect is measured.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Co-culture or conditioned-medium assay with matched myogenic readouts.",
      "layout": {
        "x": 1110,
        "y": 570
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P019",
      "process": "Fibrotic stromal / FAP state",
      "scale": "cell_state",
      "compartment": "stromal",
      "cell_type": "FAP_stromal",
      "time_context": "remodelling_failure",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "fibrotic programme",
        "ECM genes",
        "collagen secretion"
      ],
      "claim_ceiling": "Disease-associated fibrotic stromal context; no intervention efficacy estimate.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "State-matched anti-fibrotic perturbation with ECM and myogenic consequence readouts.",
      "layout": {
        "x": 1270,
        "y": 710
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P020",
      "process": "ECM deposition / remodeling",
      "scale": "tissue_matrix",
      "compartment": "ecm",
      "cell_type": "extracellular_matrix",
      "time_context": "remodelling_failure",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "ECM composition",
        "collagen deposition",
        "matrix organization",
        "extracellular-matrix pathway delta"
      ],
      "claim_ceiling": "Measured tissue/remodeling context with a descriptive organoid ECM axis; no causal edge to a candidate gene or FAP intervention is established.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT",
        "PRJNA772047",
        "GSE277637"
      ],
      "next_experiment": "Spatial ECM quantification paired with FAP and myogenic state measurements.",
      "layout": {
        "x": 1110,
        "y": 710
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P021",
      "process": "Fibrosis / adipogenic remodeling",
      "scale": "tissue",
      "compartment": "tissue",
      "cell_type": "fibrotic_adipogenic_tissue",
      "time_context": "remodelling_failure",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "fibrosis area",
        "adipogenic programme",
        "tissue stiffness"
      ],
      "claim_ceiling": "Disease tissue-remodeling endpoint; no therapeutic efficacy or patient outcome prediction.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Stage- and region-matched fibrosis/adipogenic quantification with function.",
      "layout": {
        "x": 940,
        "y": 710
      },
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P022",
      "process": "Endothelial / vascular response",
      "scale": "cell_state_tissue",
      "compartment": "vascular",
      "cell_type": "endothelial",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "endothelial state",
        "perfusion support",
        "vascular markers"
      ],
      "claim_ceiling": "Vascular context only; no perfusion or cross-compartment causal estimate.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Spatial vascular profiling paired with injury and regeneration stage.",
      "layout": {
        "x": 770,
        "y": 700
      },
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P023",
      "process": "Regenerative niche",
      "scale": "multicellular",
      "compartment": "multicellular",
      "cell_type": "myogenic_immune_stromal_vascular_niche",
      "time_context": "repair_regeneration",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "neighbourhood composition",
        "state co-occurrence",
        "repair support"
      ],
      "claim_ceiling": "Spatial/contextual niche hypothesis; communication inference is not causal validation.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "next_experiment": "Matched spatial perturbation or co-culture study with pre-registered interaction readouts.",
      "layout": {
        "x": 600,
        "y": 590
      },
      "legacy_single_axis_label": "COMPUTATIONAL",
      "evidence_axes": {
        "origin": "COMPUTATIONAL",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "node_id": "DMD-P024",
      "process": "Functional muscle output",
      "scale": "organ_function",
      "compartment": "function",
      "cell_type": "muscle_tissue",
      "time_context": "chronic_failure",
      "species_support": [
        "human",
        "mouse"
      ],
      "readouts": [
        "fusion",
        "membrane integrity",
        "calcium/contraction",
        "viability"
      ],
      "claim_ceiling": "Functional endpoint is required for disease-relevant success; current candidate-level DMD outcome is absent.",
      "model_readiness": "NOT_CALIBRATED",
      "source_ids": [
        "STUDY-CARD-MANIFEST"
      ],
      "next_experiment": "Matched DMD/control perturbation with molecular, functional, toxicity and replication endpoints.",
      "layout": {
        "x": 430,
        "y": 590
      },
      "legacy_single_axis_label": "MISSING",
      "evidence_axes": {
        "origin": "MISSING",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "DRAFT",
        "outcome_evaluability": "MISSING_TARGET_CONTEXT_OUTCOME",
        "outcome_direction": "NOT_APPLICABLE"
      }
    }
  ],
  "edges": [
    {
      "edge_id": "DMD-E001",
      "source": "DMD-P001",
      "target": "DMD-P002",
      "relation": "causes",
      "direction": "genotype_to_protein",
      "causal_status": "DIRECT_CAUSAL",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Disease anchor relationship; no downstream effect size.",
      "next_test": "Dystrophin-status confirmation in matched model.",
      "line_type": "DIRECT_CAUSAL",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E002",
      "source": "DMD-P002",
      "target": "DMD-P003",
      "relation": "destabilizes",
      "direction": "protein_to_mechanical_state",
      "causal_status": "DIRECT_MECHANISTIC",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Mechanistic disease-core relationship; transition probability not calibrated.",
      "next_test": "Mechanical-stress membrane-integrity assay.",
      "line_type": "DIRECT_CAUSAL",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E003",
      "source": "DMD-P003",
      "target": "DMD-P004",
      "relation": "induces",
      "direction": "mechanical_to_stress",
      "causal_status": "DIRECT_MECHANISTIC",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Disease mechanism context; specific mediator and magnitude remain unmeasured.",
      "next_test": "Time-matched calcium and oxidative stress assay.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E004",
      "source": "DMD-P003",
      "target": "DMD-P005",
      "relation": "injures",
      "direction": "mechanical_to_injury",
      "causal_status": "DIRECT_MECHANISTIC",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Disease-core injury relationship; candidate-specific injury not estimated.",
      "next_test": "Prospective injury time course.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E005",
      "source": "DMD-P005",
      "target": "DMD-P006",
      "relation": "progresses_to",
      "direction": "injury_to_degeneration",
      "causal_status": "DIRECT_MECHANISTIC",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Measured disease pathology transition; no candidate ranking.",
      "next_test": "Stage-matched pathology and injury readouts.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E006",
      "source": "DMD-P006",
      "target": "DMD-P007",
      "relation": "signals",
      "direction": "degeneration_to_damage_signal",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Damage-signalling context; individual ligand activity not established.",
      "next_test": "Matched spatial and temporal damage-signal assay.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E007",
      "source": "DMD-P007",
      "target": "DMD-P008",
      "relation": "recruits",
      "direction": "damage_signal_to_myeloid",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Recruitment is biologically supported; mediator-level causality remains open.",
      "next_test": "Donor- and stage-matched recruitment measurement.",
      "line_type": "CONTEXTUAL_ASSOCIATION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E008",
      "source": "DMD-P008",
      "target": "DMD-P009",
      "relation": "resolves_into",
      "direction": "recruited_to_clearance_state",
      "causal_status": "STATE_ASSOCIATION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "State transition hypothesis; not an M1/M2 assignment.",
      "next_test": "State-resolved phagocytosis assay.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E009",
      "source": "DMD-P008",
      "target": "DMD-P010",
      "relation": "resolves_into",
      "direction": "recruited_to_repair_state",
      "causal_status": "STATE_ASSOCIATION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Repair-associated state hypothesis; no repair efficacy estimate.",
      "next_test": "Time-resolved state annotation with functional repair co-readout.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E010",
      "source": "DMD-P008",
      "target": "DMD-P011",
      "relation": "resolves_into",
      "direction": "recruited_to_fibrosis_state",
      "causal_status": "STATE_ASSOCIATION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Fibrosis-associated state hypothesis; not a universal macrophage subtype.",
      "next_test": "State-resolved spatial and ECM co-readout.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E011",
      "source": "DMD-P011",
      "target": "DMD-P017",
      "relation": "signal_to",
      "direction": "macrophage_to_fap",
      "causal_status": "NOT_ESTABLISHED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": true,
      "direct_perturbation_support": false,
      "claim_ceiling": "Association, spatial co-localization and candidate communication only; causal status not established.",
      "next_test": "Macrophage-conditioned or SPP1 perturbation study on DMD FAP.",
      "line_type": "COMPUTATIONAL_INFERENCE",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "COMPUTATIONAL",
      "evidence_axes": {
        "origin": "COMPUTATIONAL",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E012",
      "source": "DMD-P011",
      "target": "DMD-P019",
      "relation": "supports",
      "direction": "macrophage_to_fibrotic_stroma",
      "causal_status": "NOT_ESTABLISHED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": true,
      "direct_perturbation_support": false,
      "claim_ceiling": "Candidate communication hypothesis, not causal fibrosis induction.",
      "next_test": "Matched conditioned-medium and ECM perturbation study.",
      "line_type": "COMPUTATIONAL_INFERENCE",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "COMPUTATIONAL",
      "evidence_axes": {
        "origin": "COMPUTATIONAL",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E013",
      "source": "DMD-P006",
      "target": "DMD-P012",
      "relation": "activates",
      "direction": "injury_to_musc_activation",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Regenerative response context; no DMD fate probability.",
      "next_test": "DMD/control MuSC activation time course.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "GSE288958",
        "GSE52529"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E014",
      "source": "DMD-P012",
      "target": "DMD-P013",
      "relation": "enters",
      "direction": "musc_to_proliferation",
      "causal_status": "MEASURED_TRANSITION",
      "human_support": true,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Unperturbed human-myogenic reference transition; DMD perturbation conditioning absent.",
      "next_test": "Donor-aware DMD/control proliferation time course.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "GSE52529"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "SAME_TISSUE",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E015",
      "source": "DMD-P013",
      "target": "DMD-P014",
      "relation": "differentiates",
      "direction": "progenitor_to_differentiation",
      "causal_status": "MEASURED_TRANSITION",
      "human_support": true,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Measured unperturbed temporal reference; no DMD perturbation outcome.",
      "next_test": "Matched DMD/control differentiation endpoint.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "GSE52529"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "SAME_TISSUE",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E016",
      "source": "DMD-P014",
      "target": "DMD-P015",
      "relation": "becomes_fusion_competent",
      "direction": "differentiation_to_fusion",
      "causal_status": "MEASURED_TRANSITION",
      "human_support": true,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": true,
      "claim_ceiling": "Healthy-human-myoblast fusion context; not DMD replication.",
      "next_test": "DMD/control perturbation with fusion index and viability.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "GSE52529",
        "GSE293514"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "SAME_TISSUE",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E017",
      "source": "DMD-P015",
      "target": "DMD-P016",
      "relation": "regenerates",
      "direction": "fusion_to_regenerated_fibre",
      "causal_status": "REQUIRES_DMD_OUTCOME",
      "human_support": false,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "DMD perturbation-conditioned regeneration is not estimable.",
      "next_test": "Matched DMD/control regeneration and dystrophin-status study.",
      "line_type": "MISSING_REQUIRED_OUTCOME",
      "source_ids": [
        "STUDY-CARD-MANIFEST"
      ],
      "legacy_single_axis_label": "MISSING",
      "evidence_axes": {
        "origin": "MISSING",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "DRAFT",
        "outcome_evaluability": "MISSING_TARGET_CONTEXT_OUTCOME",
        "outcome_direction": "NOT_APPLICABLE"
      }
    },
    {
      "edge_id": "DMD-E018",
      "source": "DMD-P016",
      "target": "DMD-P005",
      "relation": "reinjures",
      "direction": "regenerated_fibre_to_recurrent_injury",
      "causal_status": "DISEASE_SYSTEM_FEEDBACK",
      "human_support": true,
      "animal_support": true,
      "spatial_support": false,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Recurrent damage system hypothesis; recurrence rate is not calibrated.",
      "next_test": "Longitudinal regenerated-fibre injury follow-up.",
      "line_type": "CONTEXTUAL_ASSOCIATION",
      "source_ids": [
        "DMD-MUSCLE-REVIEW"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "CROSS_SPECIES",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E019",
      "source": "DMD-P012",
      "target": "DMD-P018",
      "relation": "requires_niche_support",
      "direction": "musc_to_supportive_stroma",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Niche association; no cell-cell causal effect.",
      "next_test": "Co-culture or conditioned-medium study.",
      "line_type": "CONTEXTUAL_ASSOCIATION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E020",
      "source": "DMD-P017",
      "target": "DMD-P018",
      "relation": "supports",
      "direction": "fap_to_supportive_niche",
      "causal_status": "STATE_ASSOCIATION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Stromal state association; no regenerative support effect size.",
      "next_test": "FAP-state perturbation with myogenic support readout.",
      "line_type": "CONTEXTUAL_ASSOCIATION",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
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        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E021",
      "source": "DMD-P017",
      "target": "DMD-P019",
      "relation": "remodels_into",
      "direction": "fap_to_fibrotic_state",
      "causal_status": "STATE_ASSOCIATION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "FAP state continuum hypothesis; transition is not calibrated.",
      "next_test": "Stage-matched FAP state and ECM time course.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E022",
      "source": "DMD-P019",
      "target": "DMD-P020",
      "relation": "deposits",
      "direction": "fibrotic_fap_to_ecm",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Tissue remodeling relationship; candidate intervention efficacy absent.",
      "next_test": "Spatial ECM and FAP co-measurement.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
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      "legacy_single_axis_label": "MEASURED",
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        "origin": "OBSERVED",
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        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E023",
      "source": "DMD-P020",
      "target": "DMD-P021",
      "relation": "accumulates",
      "direction": "ecm_to_fibrosis",
      "causal_status": "MEASURED_TRANSITION",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": true,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Measured fibrosis/remodeling endpoint; no treatment prediction.",
      "next_test": "Stage- and region-matched fibrosis quantification.",
      "line_type": "MEASURED_TRANSITION",
      "source_ids": [
        "PRJNA772047",
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "MEASURED",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
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        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E024",
      "source": "DMD-P022",
      "target": "DMD-P023",
      "relation": "supports",
      "direction": "vascular_to_niche",
      "causal_status": "BIOLOGICALLY_SUPPORTED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Vascular niche context; no perfusion causal estimate.",
      "next_test": "Spatial vascular profiling with repair-stage readouts.",
      "line_type": "CONTEXTUAL_ASSOCIATION",
      "source_ids": [
        "GSE288958",
        "DMD-SPATIAL-CONTEXT"
      ],
      "legacy_single_axis_label": "CONTEXTUAL",
      "evidence_axes": {
        "origin": "OBSERVED",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
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        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E025",
      "source": "DMD-P018",
      "target": "DMD-P023",
      "relation": "contributes_to",
      "direction": "supportive_stroma_to_niche",
      "causal_status": "NOT_ESTABLISHED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": true,
      "direct_perturbation_support": false,
      "claim_ceiling": "Multicellular niche hypothesis; communication inference is not causal validation.",
      "next_test": "Pre-registered co-culture interaction study.",
      "line_type": "COMPUTATIONAL_INFERENCE",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT"
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      "legacy_single_axis_label": "COMPUTATIONAL",
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        "origin": "COMPUTATIONAL",
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        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E026",
      "source": "DMD-P023",
      "target": "DMD-P014",
      "relation": "supports",
      "direction": "niche_to_myogenic_differentiation",
      "causal_status": "NOT_ESTABLISHED",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": true,
      "direct_perturbation_support": false,
      "claim_ceiling": "Niche-to-myogenic association; no cell-cell causal effect.",
      "next_test": "Matched niche perturbation with differentiation and fusion endpoints.",
      "line_type": "COMPUTATIONAL_INFERENCE",
      "source_ids": [
        "DMD-SPATIAL-CONTEXT",
        "GSE52529"
      ],
      "legacy_single_axis_label": "COMPUTATIONAL",
      "evidence_axes": {
        "origin": "COMPUTATIONAL",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "RELEASED",
        "outcome_evaluability": "EVALUABLE",
        "outcome_direction": "AMBIGUOUS"
      }
    },
    {
      "edge_id": "DMD-E027",
      "source": "DMD-P014",
      "target": "DMD-P024",
      "relation": "changes",
      "direction": "differentiation_to_function",
      "causal_status": "REQUIRES_DMD_OUTCOME",
      "human_support": false,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Transcriptome-to-function bridge is not calibrated in DMD perturbation context.",
      "next_test": "Molecular plus fusion, membrane, calcium/contraction and viability panel.",
      "line_type": "MISSING_REQUIRED_OUTCOME",
      "source_ids": [
        "STUDY-CARD-MANIFEST"
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      "legacy_single_axis_label": "MISSING",
      "evidence_axes": {
        "origin": "MISSING",
        "context_match": "TARGET_CONTEXT",
        "unit_structure": "source_defined_biological_unit",
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        "outcome_evaluability": "MISSING_TARGET_CONTEXT_OUTCOME",
        "outcome_direction": "NOT_APPLICABLE"
      }
    },
    {
      "edge_id": "DMD-E028",
      "source": "DMD-P019",
      "target": "DMD-P024",
      "relation": "impairs",
      "direction": "fibrotic_state_to_function",
      "causal_status": "REQUIRES_FUNCTIONAL_TEST",
      "human_support": true,
      "animal_support": true,
      "spatial_support": true,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Fibrotic state is disease-associated; functional impairment effect size is not locally measured.",
      "next_test": "ECM perturbation with contractility and membrane readouts.",
      "line_type": "MISSING_REQUIRED_OUTCOME",
      "source_ids": [
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      "legacy_single_axis_label": "MISSING",
      "evidence_axes": {
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        "outcome_direction": "NOT_APPLICABLE"
      }
    },
    {
      "edge_id": "DMD-E029",
      "source": "DMD-P024",
      "target": "DMD-P005",
      "relation": "feeds_back_to",
      "direction": "function_to_recurrent_injury",
      "causal_status": "REQUIRES_LONGITUDINAL_OUTCOME",
      "human_support": false,
      "animal_support": false,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Feedback loop is a disease-system hypothesis; recurrence is not measured in the current release.",
      "next_test": "Longitudinal function and injury follow-up.",
      "line_type": "MISSING_REQUIRED_OUTCOME",
      "source_ids": [
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        "outcome_direction": "NOT_APPLICABLE"
      }
    },
    {
      "edge_id": "DMD-E030",
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      "causal_status": "REQUIRES_FUNCTIONAL_TEST",
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      "animal_support": false,
      "spatial_support": false,
      "temporal_support": false,
      "computational_support": false,
      "direct_perturbation_support": false,
      "claim_ceiling": "Healthy-myoblast fusion is not a DMD functional outcome.",
      "next_test": "Matched DMD/control fusion and contraction study.",
      "line_type": "MISSING_REQUIRED_OUTCOME",
      "source_ids": [
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      "legacy_single_axis_label": "MISSING",
      "evidence_axes": {
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        "unit_structure": "source_defined_biological_unit",
        "lifecycle": "DRAFT",
        "outcome_evaluability": "MISSING_TARGET_CONTEXT_OUTCOME",
        "outcome_direction": "NOT_APPLICABLE"
      }
    }
  ],
  "view_contract": {
    "biology": "Show process nodes and all evidence-labeled biological relationships.",
    "evidence": "Emphasize origin, context match, unit structure, lifecycle and outcome fields without a scalar confidence score.",
    "models": "Show model readiness and actual ModelRun coverage; current calibrated process ModelRun count is zero.",
    "experiments": "Show draft Study Card handoffs separately from registered studies and measured outcomes; current registered study and outcome counts are zero."
  },
  "claim_boundary": "DMD Biological Process Map V1.0 is an evidence-aware mechanistic map. It is not a causal network, perturbation-conditioned virtual-cell prediction, patient simulation, treatment ranking or clinical decision system. Missing is not negative, and layout is not biology.",
  "evidence_contract_axes": {
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    ],
    "context_match": [
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      "SAME_TISSUE",
      "EXTERNAL_CELL_CONTEXT",
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      "CROSS_SPECIES",
      "CLINICAL"
    ],
    "unit_structure": [
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      "line",
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      "SUPERSEDED"
    ],
    "outcome_evaluability": [
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      "NOT_EVALUABLE",
      "PARTIALLY_EVALUABLE",
      "MISSING_TARGET_CONTEXT_OUTCOME"
    ],
    "outcome_direction": [
      "CONCORDANT",
      "DISCORDANT",
      "EQUIVALENT_NULL",
      "AMBIGUOUS",
      "NOT_APPLICABLE"
    ]
  },
  "legacy_single_axis_policy": "legacy_single_axis_label is retained for migration/audit only. Public inference must use evidence metadata.",
  "resource_release": "v1.2.0-measured-dmd-evidence",
  "evidence_freeze": "2026-08-03",
  "interface_build": "EA-20260817-57",
  "generated_by": "scripts/apply-evidence-atlas-product-overlay.mjs"
}
