NMD-VCell Research Workbench Module: Evidence Atlas · evidence-to-experiment workflow NMD = neuromuscular disorders
Search Release v1.0 candidate
Governance ▾
Scientific program No-new-wet-lab evaluation Methods Claim boundary Benchmarks v1 release gate v1 authorization Prediction gate Registry Transitions Maintenance
v1.0 candidate Frozen 25 Jul 2026 DOI pending
v1.0.0-database-resource Schema 1.1 Model ridge-safe-v2.3 Benchmark repeated-fold-v2.2 Build EA-20260729-18 v1.0 is a database and evidence-governance release; it is not a validated disease-prediction or clinical decision-support release.
Research evidence only Observed HepG2 perturbations with limited external myogenic context No validated DMD perturbation prediction Evidence boundary

Explore genes

17,921 stable, server-rendered core records

Every Atlas gene has a durable /resource/gene/{symbol} route. This page server-renders the first 20 detailed records; subsequent pages are requested from the typed 123-record index, so hidden rows are not embedded in the initial HTML.

Open DMD core recordCompare a gene listBulk manifest
Stable core pages
17,921

Server-rendered and machine-resolvable.

Detailed audit pages
123

Extended source tables and provenance.

DMD-context rows
17,919

GARS1 and NEFL have no usable reconciled DMD-context row.

Denominator reconciliation. 17,921 is the Atlas identifier universe; 17,919 genes have at least one usable DMD-context row after frozen reconciliation. Inspect the typed record.

Detailed subset

Current evidence and action fields

Showing 1–20 of 123 detailed records.

Alphabetical detailed-audit subset; no score or rank is generated
GeneActionEvidenceDMD stateMain gap
ACTA1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
ADAM10 Computational replication L2 observed same context perturbation conflicted
GAP-07
Independent computational replication is absentMuscle 3.116 TPM · Assessed · no current hit
ADAMDEC1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
ADCYAP1 Inspect bounded evidence L1 resource record consistent up
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
AIF1 Inspect bounded evidence L1 resource record consistent up
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
APOA1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
APOD Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
BANK1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CACNA2D3 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CALR Computational replication L2 observed same context perturbation conflicted
GAP-07
Independent computational replication is absentMuscle 88.631 TPM · Assessed · no current hit
CCK Inspect bounded evidence L1 resource record consistent up
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CCN3 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CCSER1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CD83 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CDH20 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CERS4 Inspect bounded evidence L1 resource record consistent up
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CFD Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CHI3L1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
CHIT1 Inspect bounded evidence L1 resource record consistent up
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed
COL10A1 Inspect bounded evidence L1 resource record conflicted
GAP-01
Direct target-level perturbation evidence is absentMuscle context not available · Not assessed

Compact badges intentionally replace repeated long phrases. Hover/focus the linked gene record for complete definitions, identifiers, provenance and audit tables.