Mammary gland alveolus development

Across TCGA patient cohorts, RNA activity of the Mammary gland alveolus development pathway is significantly associated with the RNA expression of multiple genes, with the CCRCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are TAOK3, SS18, and S1PR2, 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 scatter plot shows the strongest association, Mammary gland alveolus development activity versus TAOK3 in CCRCC (Pearson r = -0.95).

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
CCRCC	TAOK3 →	-0.308	-0.596	<.001	<.001	3	3
PDAC	SS18 →	-0.568	-0.553	<.001	.003	3	3
BRCA	S1PR2 →	-0.544	-0.658	.001	<.001	3	3
BRCA	COASY →	+0.484	+0.560	.008	.007	3	3
LUAD	CHI3L2 →	-0.854	-0.324	.005	.006	3	3
OV	TTC19 →	+0.472	+0.337	<.001	.001	3	3

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

GO:0060749 vs TAOK3 — CCRCC

Explore this scatter interactively →