v1.0.0-database-resourceSchema 1.1Model ridge-safe-v2.3Benchmark repeated-fold-v2.2Build EA-20260729-15v1.0 is a database and evidence-governance release; it is not a validated disease-prediction or clinical decision-support release.
Current selection: unresolved requires registration
State whether the disease-associated direction is hypothesized as causal, compensatory or accompanying, and preserve the opposite-direction alternative. DMD direction and counteralignment never choose an intervention automatically.
Allowed registered hypotheses: activation; inhibition; bidirectional exploration; direction not identifiable.
Comparator and controls
No-template and no-reverse-transcriptase controls.
Positive-expression tissue/cell control.
Housekeeping genes and assay-specific protein control.
Secondary endpoints
Myoblast-to-myotube expression change.
Between-donor expression heterogeneity.
Assay limit of detection and quantification.
State-transition extension
Mechanism hypothesis and registered time axis
Scientific object: perturbation × cell state × disease context × time × phenotype
Required before registration: state the proposed early molecular mediator, the expected cell-state transition and the downstream functional consequence.
6–12 hearly molecular or signalling response
planning default requires assay calibration
24–48 hregulatory program and cell-state transition
planning default requires assay calibration
4–7 ddifferentiation and functional phenotype
planning default requires assay calibration
Cell context fields
Required before registration: healthy, DMD or isogenic corrected. Required before registration: proliferating myoblast, early differentiation, fusion or maturing myotube. Required before registration; preserve donor-specific estimates.
Cell–cell consequence
Current status: not assessed. Future levels: conditioned medium; two-cell co-culture; three-dimensional muscle model; spatial perturbation model.
Blocking factors
Donor or isogenic pair.
Differentiation batch.
Assay plate.
Assay QC thresholds
Numeric RNA/protein detection thresholds must be filled before registration.
Replicate CV and amplification-efficiency limits must be assay validated.
Minimally important effect
Required before registration; derive from assay biology or a justified pilot and store the numeric value with units.
Negligible-effect margin
Required before interpreting a null result; store a symmetric or asymmetric numeric margin with units.
Multiplicity and missing data
Primary gene × assay endpoints declared on this card; adjust secondary panels separately.
Define exclusions before unblinding; report all missing units and reasons; do not single-impute primary outcomes without a prespecified sensitivity analysis.
Replication rules
Not applicable until a perturbation study is registered.
The expression gate must be met in at least two independent biological replicates and not be driven by one donor.
Stop rules
Stop or classify as infeasible if a required numeric QC threshold fails.
Do not interpret a nonsignificant result as no material effect without a negligible-effect interval.
Do not change canonical candidate status automatically; require governed review.
Time and cost2–4 weeks after assay setup; planning estimate only. Institution- and assay-dependent; obtain a local itemised quote before registration.
Preregistration statusdraft requires direction rationale numeric effect margin sample size and qc thresholds
Lifecycle ruleThis draft is editable. Registration requires a timestamp and checksum; a registered revision is immutable and any correction must supersede it.
Escalation ruleEscalate from L2 to L3b only after independent context-matched perturbation replication; L4 requires replicated DMD-relevant muscle evidence.
Evidence transitionCurrent evidence state → predeclared independent test → governed evidence-level review.
Data-release planRelease the frozen card, protocol identifiers, analysis code, complete denominators and results irrespective of direction; never overwrite the registered card.
Boundary: This Study Card is an evidence-gated design scaffold, not a protocol, power calculation, safety claim, prediction or therapeutic recommendation.