Across TCGA patient cohorts, STUM RNA expression is significantly associated with the RNA expression of many other genes, with 16,783 significant associations in total. THYM shows the largest number of these associations.

The most reproducible STUM-associated genes across cancer lineages are ADCY5, NRIP2, and RASL12. Each is linked with STUM in more than 28 cancer types. Because this analysis shows association rather than direction, both STUM-to-partner and partner-to-STUM results are reported.

Each partner links to its own Q-omics profile.

RNA expression associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (STUM→partner) and Y-score (partner→STUM) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.

Lineage	Partner gene	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
STAD	ADCY5 →	+2.047	+1.290	<.001	<.001	3	29
THYM	NRIP2 →	+1.565	+1.273	<.001	<.001	3	29
SARC	RASL12 →	+1.612	+0.642	<.001	<.001	3	26
TGCT	ATP1B2 →	+1.500	+0.888	<.001	<.001	3	26
STAD	DAAM2 →	+1.482	+1.152	<.001	<.001	3	26
STAD	SALL2 →	+1.339	+1.198	<.001	<.001	3	26

Each partner links to its Q-omics profile. Showing the 6 strongest of 16,783 associations by consensus.

Exploration

STUM survival (RNA) · tumor vs normal (RNA) · all STUM data types