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

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

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

NMD-VCell

Ask how a neuromuscular cell state could change after perturbation.

The platform turns a biological question into four answers: what is known, what is missing, whether computation is eligible and which experiment would change the conclusion.

Candidate provenance

Why these hypotheses exist.

Numbers are shown as provenance, not as defensive scorekeeping. The funnel explains how released evidence becomes a governed perturbation question.

  1. 17,921released genes
  2. 123evidence-enriched records
  3. 21governed hypotheses
  4. 14DMD candidate slots
  5. DMD Minimum Perturbomestudy-ready panel draft
Current value: the platform identifies the exact missing truth edge and returns the experiment that would make a DMD virtual-cell response claim eligible.

Data you can use now

Search opens pages, downloads and machine-readable records.

Start with a gene or dataset, then reuse the underlying TSV and JSON objects without hunting through the site.

Research View by default

Audit detail is available without overwhelming the first answer.

Research ViewObserved · Contextual · Missing · Abstain

Use this path to decide what to inspect or test next.

Audit ViewRelease · schema · hash · provenance · claim ceiling

Use this path for reviewers, reproducibility and machine contracts.

One scientific loop

Evidence → perturbation → experiment → outcome.

Positioning

Disease-specific evidence-to-experiment virtual cell.

● Known

Observed disease and target evidence.

◇ Eligible

Bounded same-context benchmark infrastructure.

↗ Valuable next step

Prospective DMD candidate perturbation outcomes.

See capability matrix →