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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

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.

Known17,635 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 505–528 of 17,635 matching records.

Mini answer cards for visible gene records

Mini answer cardALDH16A1

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 cardALDH18A1

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 cardALDH1A1

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 cardALDH1A2

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 cardALDH1A3

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 cardALDH1B1

G1R0

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

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
ALDH16A1HGNC:28114	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH18A1HGNC:9722	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1A1HGNC:402	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1A2HGNC:15472	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1A3HGNC:409	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1B1HGNC:407	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1L1HGNC:3978	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH1L2HGNC:26777	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH2HGNC:404	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH3A1HGNC:405	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH3A2HGNC:403	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH3B1HGNC:410	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH4A1HGNC:406	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH5A1HGNC:408	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH6A1HGNC:7179	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH7A1HGNC:877	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH8A1HGNC:15471	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDH9A1HGNC:412	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDOAHGNC:414	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDOBHGNC:417	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALDOCHGNC:418	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALG1HGNC:18294	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALG10HGNC:23162	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
ALG10BHGNC:31088	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