Regulation of skeletal muscle tissue regeneration

pathway activity — cross-omics
GO:0043416Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Regulation of skeletal muscle tissue regeneration pathway is significantly associated with the RNA expression of multiple genes, with the OESOPHAGUS cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are SESN2, PSAT1, and LY6D, each associated with the pathway in up to 3 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Regulation of skeletal muscle tissue regeneration activity versus SESN2 in OESOPHAGUS (Pearson r = 0.91).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
OESOPHAGUSSESN2 →+1.959+1.656.008<.00133
OESOPHAGUSPSAT1 →+2.643+1.618.001<.00133
UPPER_AERODIGESTIVE_TRACTLY6D →-4.820-1.170<.001.00533
UPPER_AERODIGESTIVE_TRACTARVCF →+2.066+1.412.007.00133
URINARY_TRACTMSRB3 →+4.580+1.977<.001<.00132
OESOPHAGUSOSBPL10 →+1.263+1.618.003<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0043416 vs SESN2 — OESOPHAGUS

Per-sample scatter of Regulation of skeletal muscle tissue regeneration activity vs SESN2 in OESOPHAGUS.

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Exploration