NMD-VCell Neuromuscular Virtual Cell Research Platform Module: Data · Evidence → perturbation → experiment → outcome NMD = neuromuscular disorders

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

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

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Dataset Card · nmd-vcell-dataset-registry-record/1.0

Human myoblast fusion CRISPR screen

A versioned, citable account of what was measured, which task this object may support and which prediction claims remain blocked.

01SourceGSE293514
02Typed contexthuman myoblast fusion screen
03Qualified roleQualify muscle-context coverage and endpoint compatibility
04DMD prediction outcomeNot qualified

What it proves

Healthy-human-myoblast knockout perturbation effects can be read against a fusion endpoint and named validation context.

screen-level and selected validation objects · Fusion screen, individual validation and grouped CROP-seq myogenesis state

What it cannot prove

It cannot establish that the same candidate rescues or worsens a DMD muscle phenotype.

Dataset value is task-specific; no Dataset Card alone is evidence of candidate efficacy, patient response or clinical utility.

Best model use

Use for muscle-context coverage, endpoint compatibility and external-context stress tests.

Qualify muscle-context coverage and endpoint compatibility

Next experiment handoff

Convert candidate coverage into a DMD/control myogenic Study Card with fusion and molecular endpoints.

Not an independent candidate perturbation in a DMD model

Identity & access

Source receipt

Accession
GSE293514
Licence
Source repository and publication terms apply; verify at accession
Source verification
required
Stable page
/resource/dataset/gse293514/

Biological context

What it represents

Disease / context
Muscle context; not DMD rescue
Species
Homo sapiens
Tissue / model
human myoblast fusion screen
Cell type
Human myoblast
Donor metadata
source publication required

Measurement design

What was measured

Modality
screen endpoint and validation workbooks
Observation unit
screen-level and selected validation objects
Size
7,197 screen genes; 250 hits; 125 individually validated genes
Count state
not released as cell population truth
Endpoint
Fusion screen, individual validation and grouped CROP-seq myogenesis state

Perturbation design

Intervention contract

Perturbation
Knockout screen
Dose
knockout screen; dose not harmonized in current object
Timepoints
Publication endpoint
Direct DMD candidate outcome
No

Replication & provenance

Receipt completeness

Biological replicates
source publication required
Technical replicates
source publication required
Batch / platform
source publication required
Raw hashes
source workbooks checksummed when in release
Processed hashes
derived context screen objects available
Analysis hashes
derived tables in resource manifest

Benchmark partition

Permitted computational use

Observed healthy-myoblast functional perturbation reference (Stage B0), not DMD replication

  • L3a_context_screen_interpretation
Leakage grouping
context screen only not training truth
Donor holdout
No
Disease-state holdout
No
Prospective holdout
No

Readiness decision

Qualify muscle-context coverage and endpoint compatibility

Not an independent candidate perturbation in a DMD model

Associated resources

Continue through the governed loop.