Positive regulation of kidney development

Across TCGA cell cohorts, RNA activity of the Positive regulation of kidney development pathway is significantly associated with the RNA expression of multiple genes, with the SOFT_TISSUE cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are PDE6G, MYORG, and CYP1A1, 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, PDE6G grouped by Positive regulation of kidney development-low versus -high activity in SOFT_TISSUE.

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
SOFT_TISSUE	PDE6G →	-0.357	-0.290	.008	.004	3	4
STOMACH	MYORG →	-1.839	-0.374	.004	.008	3	4
BLOOD_Lymphoma	CYP1A1 →	-2.083	-0.477	.005	.004	3	3
SOFT_TISSUE	DOCK11 →	-1.731	-0.295	<.001	.001	3	3
SOFT_TISSUE	DPY30 →	-0.404	-0.264	.003	<.001	3	3
SKIN	MGARP →	-0.081	-0.225	.002	.003	3	3

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

PDE6G by Positive regulation of kidney development activity — SOFT_TISSUE

Explore this box plot interactively →