MAG

Across TCGA patient cohorts, MAG RNA expression is significantly associated with the protein abundance of many other proteins, with 15,835 significant associations in total. GBM shows the largest number of these associations.

The most reproducible MAG-associated proteins across cancer lineages are RPL7, RPS13, and RPS24. Each is linked with MAG in more than 2 cancer types. Because this analysis shows association rather than direction, both MAG-to-partner and partner-to-MAG results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, MAG versus RPL7 in BRCA, with a Pearson correlation of -0.33.

RNA expression associated proteins by consensus

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

Lineage	Partner protein	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
BRCA	RPL7 →	-0.317	-0.616	<.001	<.001	3	3
BRCA	RPS13 →	-0.311	-0.541	<.001	<.001	3	3
GBM	RPS24 →	-0.363	-2.965	<.001	<.001	3	3
BRCA	RPS8 →	-0.421	-0.544	<.001	<.001	3	3
GBM	BICRA_S755 →	+0.949	+4.276	.001	<.001	3	3
UCEC	ADCK1 →	+0.333	+0.636	<.001	.008	3	3

Each partner links to its Q-omics profile. Showing the 6 strongest of 15,835 associations by consensus.

MAG vs RPL7 — BRCA

Explore this scatter interactively →