GNG7

Across TCGA patient cohorts, GNG7 protein abundance is significantly associated with the RNA expression of many other genes, with 16,663 significant associations in total. LSCC shows the largest number of these associations.

The most reproducible GNG7-associated genes across cancer lineages are MCM4, HLF, and C7. Each is linked with GNG7 in more than 6 cancer types. Because this analysis shows association rather than direction, both GNG7-to-partner and partner-to-GNG7 results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, GNG7 versus MCM4 in UCEC, with a Pearson correlation of -0.26.

protein abundance associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (GNG7→partner) and Y-score (partner→GNG7) 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
UCEC	MCM4 →	-0.762	-0.458	<.001	.005	2	7
UCEC	HLF →	+1.125	+0.582	<.001	<.001	3	6
OV	C7 →	+2.109	+0.510	.003	<.001	3	6
UCEC	MEF2C-AS1 →	+0.905	+0.738	<.001	<.001	3	6
UCEC	HMGB3 →	-1.025	-0.552	<.001	<.001	3	6
BRCA	BIRC5 →	-1.186	-0.597	<.001	<.001	3	6

Each partner links to its Q-omics profile. Showing the 6 strongest of 16,663 associations by consensus.

GNG7 vs MCM4 — UCEC

Explore this scatter interactively →