Positive regulation of vascular associated smooth muscle cell differentiation

pathway activity — cross-omics
GO:1905065Cross-omicsSHRNA → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Positive regulation of vascular associated smooth muscle cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LUNG_NSCLC_LUSC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CAPS2, FYCO1, and CDS1, each associated with the pathway in up to 4 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 box plot shows the strongest association, CAPS2 grouped by Positive regulation of vascular associated smooth muscle cell differentiation-low versus -high activity in LUNG_NSCLC_LUSC.

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
LUNG_NSCLC_LUSCCAPS2 →-1.166-1.125<.001<.00134
BLOOD_LymphomaFYCO1 →-1.010-2.187.002<.00134
BREASTCDS1 →+0.978+0.778.007.00534
BREASTZXDC →+0.529+0.539.001.00934
OVARYSLC9B2 →-0.926-0.770.001.00734
OVARYXPC →-0.837-1.180<.001.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

CAPS2 by Positive regulation of vascular associated smooth muscle cell differentiation activity — LUNG_NSCLC_LUSC

Box plot of CAPS2 in Positive regulation of vascular associated smooth muscle cell differentiation-low vs -high samples in LUNG_NSCLC_LUSC.

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Exploration