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

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Release 2026.08DMD context observedDMD candidate-conditioned prediction not yet eligible

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Evidence freeze: 3 August 2026Resource: v1.2.0-measured-dmd-evidenceSchema: 1.1Open release status

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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.

Known17,635 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 2,353–2,376 of 17,635 matching records.

Mini answer cards for visible gene records

Mini answer cardCD40

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 cardCD40LG

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 cardCD44

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 cardCD44-AS1

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 cardCD46

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 cardCD47

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
CD40HGNC:11919	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD40LGHGNC:11935	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD44HGNC:1681	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD44-AS1HGNC:40133	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD46HGNC:6953	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD47HGNC:1682	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD48HGNC:1683	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD5HGNC:1685	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD52HGNC:1804	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD53HGNC:1686	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD55HGNC:2665	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD58HGNC:1688	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD59HGNC:1689	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD5LHGNC:1690	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD6HGNC:1691	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD63HGNC:1692	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD68HGNC:1693	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD69HGNC:1694	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD7HGNC:1695	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD70HGNC:11937	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD72HGNC:1696	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD74HGNC:1697	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD79AHGNC:1698	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
CD79BHGNC:1699	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	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