Across TCGA patient cohorts, VGLL3 RNA expression is significantly associated with the RNA expression of many other genes, with 16,967 significant associations in total. THYM shows the largest number of these associations.

The most reproducible VGLL3-associated genes across cancer lineages are DCN, FBN1, and MEDAG. Each is linked with VGLL3 in more than 31 cancer types. Because this analysis shows association rather than direction, both VGLL3-to-partner and partner-to-VGLL3 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 (VGLL3→partner) and Y-score (partner→VGLL3) 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
TGCT	DCN →	+2.821	+0.887	<.001	<.001	3	32
HNSC	FBN1 →	+2.033	+1.256	<.001	<.001	3	32
UCS	MEDAG →	+2.246	+1.460	<.001	<.001	3	32
HNSC	COL12A1 →	+1.901	+1.227	<.001	<.001	3	31
THYM	FN1 →	+4.140	+2.216	<.001	<.001	3	31
THYM	CCN2 →	+3.721	+2.212	<.001	<.001	3	31

Each partner links to its Q-omics profile. Showing the 6 strongest of 16,967 associations by consensus.

Exploration

VGLL3 survival (RNA) · tumor vs normal (RNA) · all VGLL3 data types