MEDAG

Across TCGA patient cohorts, MEDAG RNA expression is significantly associated with the RNA expression of many other genes, with 16,828 significant associations in total. THYM shows the largest number of these associations.

The most reproducible MEDAG-associated genes across cancer lineages are COL3A1, THBS2, and COL1A1. Each is linked with MEDAG in more than 32 cancer types. Because this analysis shows association rather than direction, both MEDAG-to-partner and partner-to-MEDAG results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, MEDAG versus COL3A1 in ACC, with a Pearson correlation of 0.69.

RNA expression associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (MEDAG→partner) and Y-score (partner→MEDAG) 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
ACC	COL3A1 →	+3.500	+1.211	<.001	<.001	3	33
DLBC	THBS2 →	+2.759	+2.018	<.001	<.001	3	33
DLBC	COL1A1 →	+3.444	+2.454	<.001	<.001	3	32
THYM	CCN2 →	+3.180	+1.271	<.001	<.001	3	32
SARC	LRRC32 →	+1.858	+2.850	<.001	<.001	3	32
LIHC	LUM →	+3.269	+0.883	<.001	<.001	3	32

Each partner links to its Q-omics profile. Showing the 6 strongest of 16,828 associations by consensus.

MEDAG vs COL3A1 — ACC

Explore this scatter interactively →