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NMD-VCell Research OSDisease state → cell state → target → experiment

Status Claims Search Launch Workspace

Evidence Release 2026.08DMD context observedDMD candidate-conditioned prediction locked

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Evidence freeze: 3 August 2026P59 hold · scorer failure retained · no target scoreNAR working package · 6 main + 31 supplementary figuresResource: v1.2.0-measured-dmd-evidenceSchema: 1.1Open platform state Open Trust Center Open evidence dashboard Open claim registry Open release status

Explore NMD-VCell

Gene Evidence Atlas

Find a gene. See the evidence. Identify the missing test.

Search every versioned gene record by approved symbol or identifier. Evidence depth and prediction readiness remain separate: this atlas supports research triage, not therapeutic ranking.

Refine released evidence

Filter gene records

Matching order reflects identifier relevance only. It is not a target score, confidence rank, or therapeutic priority.

Change filters

Gene answer

Search one gene to open a research answer

Use an HGNC symbol to see what is known, whether a DMD virtual-cell response is computable and which experiment would change the state.

Known17,900 candidate records need one selected gene

ComputabilitySearch one gene to open computability

Missing evidenceThe decisive gap appears after a gene is selected

Next experimentTry ZNF133, MON1A, ADAM10 or DMD.

Search all resources Ask in DMD Design experiment Machine record

Versioned records

Browse the atlas

Showing 5,353–5,376 of 17,900 matching records.

Mini answer cards for visible gene records

Mini answer cardFRA10AC1

G1R0

Known: DMD-background evidence · DMD context: Sources disagree

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Mini answer cardFRAS1

G1R0

Known: DMD-background evidence · DMD context: Consistent down

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Mini answer cardFRAT1

G1R0

Known: DMD-background evidence · DMD context: Sources disagree

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Mini answer cardFRAT2

G1R0

Known: DMD-background evidence · DMD context: Sources disagree

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Mini answer cardFREM1

G1R0

Known: DMD-background evidence · DMD context: Sources disagree

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Mini answer cardFREM2

G1R0

Known: DMD-background evidence · DMD context: Sources disagree

Computability: evidence annotation only

Missing: Direct target-level perturbation evidence is absent
Next: Open the planner to choose the decisive assay

Evidence Ask in Virtual Cell Planner

Gene evidence records in v1.2.0-measured-dmd-evidence. No row is a therapeutic or efficacy claim.
Gene	Evidence depth	Readiness	Current action	DMD context	Next evidence gap	Record
FRA10AC1HGNC:1162	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRAS1HGNC:19185	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRAT1HGNC:3944	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRAT2HGNC:16048	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FREM1HGNC:23399	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FREM2HGNC:25396	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FREM3HGNC:25172	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRG1HGNC:3954	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRG1-DTHGNC:51590	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRKHGNC:3955	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD1HGNC:21240	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD3HGNC:24125	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD4AHGNC:25491	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD4BHGNC:24886	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD5HGNC:28214	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD6HGNC:19839	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD6-AS2HGNC:43637	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD7HGNC:8079	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMD8HGNC:25462	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMPD1HGNC:29159	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMPD3HGNC:29382	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRMPD4HGNC:29007	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRRS1HGNC:27622	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
FRRS1LHGNC:1362	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON

Data and reuse

The records remain available as typed data.

The web atlas is backed by 26 alphabetic buckets and a stable identifier map. Use the interface for exploration and the API for reproducible reuse.

Open API guide Gene bucket manifest Identifier mapping Public release status Current research status