First-pass extracted concept

granulomatous myositis-specific gene signature

Candidate: concept label1 source documents3 linked claims
Live refresh every 5sNext refresh in 5s

Aliases

specific gene signature in GM

Extracted Explainers

What the tool is doing

This is a granulomatous myositis-associated transcriptomic signature derived from muscle biopsy RNA sequencing. The abstract states that it distinguishes GM and correlates with disease activity markers.

Source 1DOIPubMed

Resources required

The abstract indicates that bulk RNA sequencing of muscle biopsies was used, and support vector machine models were applied to the resulting signature.

Source 1DOIPubMed

What problem it solves

It addresses the need to define a specific transcriptomic profile for granulomatous myositis and to identify GM accurately from biopsy-derived expression data.

Source 1DOIPubMed

What it does not solve

The abstract does not show that the signature is a therapeutic intervention or that it generalizes beyond the reported biopsy cohorts.

Source 1DOIPubMed

Alternatives

The abstract contrasts GM biopsies with other myopathies and healthy comparators, but it does not name an alternative diagnostic signature.

Source 1DOIPubMed

Evidence Snippets

we identified a specific gene signature in GM, comprising 1293 genes that were significantly upregulated and 256 significantly downregulated
Evidence 1Source 1DOIPubMedprovenance

Supporting Sources

Linked Claims

Claim 1classification performancesupports2026Source 1DOIPubMed

Support vector machine models using the granulomatous myositis gene signature accurately identified granulomatous myositis with AUC 99.6% and accuracy 98.6%.

Claim 2disease signaturesupports2026Source 1DOIPubMed

A granulomatous myositis-specific gene signature was identified, consisting of 1293 significantly upregulated genes and 256 significantly downregulated genes, and these genes were strongly correlated with transcriptomic markers of disease activity.

Claim 3disease signaturesupports2026Source 1DOIPubMed

Granulomatous myositis muscle biopsies show elevated IFNγ, IFNγ-inducible genes, and proinflammatory cytokine genes including IL1B, TNF, and TGFB1.