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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.

Known17,900 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 481–504 of 17,900 matching records.

Mini answer cards for visible gene records

Mini answer cardAKAP7

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 cardAKAP8

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 cardAKAP8L

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 cardAKAP9

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 cardAKIP1

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

Mini answer cardAKIRIN1

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
AKAP7HGNC:377	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKAP8HGNC:378	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKAP8LHGNC:29857	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKAP9HGNC:379	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKIP1HGNC:1170	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKIRIN1HGNC:25744	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKIRIN2HGNC:21407	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKNAHGNC:24108	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKNAD1HGNC:28398	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1A1HGNC:380	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent up	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1B1HGNC:381	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1B10HGNC:382	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1B15HGNC:37281	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1C1HGNC:384	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1C2HGNC:385	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1C3HGNC:386	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1C4HGNC:387	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR1E2HGNC:23437	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKR7A2HGNC:389	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKT1HGNC:391	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKT1S1HGNC:28426	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Sources disagree	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKT2HGNC:392	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKT3HGNC:393	G1DMD-background evidence	R0evidence annotation only	No governed actionCore record only	Consistent down	GAP-01Direct target-level perturbation evidence is absent	Evidence Planner JSON
AKT3-IT1HGNC:41304	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