GALNT7

Across TCGA patient cohorts, GALNT7 protein abundance is significantly associated with the RNA expression of many other genes, with 20,399 significant associations in total. GBM shows the largest number of these associations.

The most reproducible GALNT7-associated genes across cancer lineages are AGR2, TSPAN1, and SMIM31. Each is linked with GALNT7 in more than 6 cancer types. Because this analysis shows association rather than direction, both GALNT7-to-partner and partner-to-GALNT7 results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, GALNT7 versus AGR2 in BRCA, with a Pearson correlation of 0.53.

protein abundance associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (GALNT7→partner) and Y-score (partner→GALNT7) 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
BRCA	AGR2 →	+3.402	+0.702	<.001	<.001	3	7
BRCA	TSPAN1 →	+2.012	+0.620	<.001	<.001	3	7
LUAD	SMIM31 →	+1.166	+0.382	<.001	<.001	3	7
UCEC	ST6GALNAC1 →	+1.581	+0.674	<.001	<.001	3	6
BRCA	CLCN3 →	+0.582	+0.483	<.001	<.001	3	6
GBM	ARSJ →	+1.162	+0.310	<.001	<.001	3	6

Each partner links to its Q-omics profile. Showing the 6 strongest of 20,399 associations by consensus.

GALNT7 vs AGR2 — BRCA

Explore this scatter interactively →