Regulation of collagen metabolic process

Across TCGA patient cohorts, RNA activity of the Regulation of collagen metabolic process pathway is significantly associated with the RNA expression of multiple genes, with the OV cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are VIM, FSTL1, and ISLR, each associated with the pathway in up to 10 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 collagen metabolic process activity versus VIM in OV (Pearson r = 0.58).

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.

Lineage	Partner gene	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
OV	VIM →	+1.138	+0.389	<.001	<.001	3	10
OV	FSTL1 →	+1.382	+0.463	<.001	<.001	3	10
OV	ISLR →	+1.788	+0.492	<.001	<.001	3	9
OV	COL5A1 →	+1.467	+0.257	<.001	<.001	3	9
OV	IGFBP4 →	+1.403	+0.449	<.001	<.001	3	9
OV	COL6A2 →	+1.316	+0.312	<.001	<.001	3	9

Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0010712 vs VIM — OV

Explore this scatter interactively →