Across TCGA patient cohorts, ATL1 RNA expression is significantly associated with the protein abundance of many other proteins, with 20,709 significant associations in total. GBM shows the largest number of these associations.

The most reproducible ATL1-associated proteins across cancer lineages are ATL1_S10, ATL1_S23, and RPL6. Each is linked with ATL1 in more than 7 cancer types. Because this analysis shows association rather than direction, both ATL1-to-partner and partner-to-ATL1 results are reported.

Each partner links to its own Q-omics profile.

RNA expression associated proteins by consensus

Ranked by combined sampling and lineage consensus. X-score (ATL1→partner) and Y-score (partner→ATL1) 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
HNSC	ATL1_S10 →	+0.822	+0.666	<.001	<.001	3	8
GBM	ATL1_S23 →	+0.784	+0.790	<.001	<.001	3	7
GBM	RPL6 →	-0.515	-0.702	.002	<.001	3	6
HNSC	FERMT2 →	+0.597	+0.855	<.001	<.001	3	6
BRCA	TGFB1I1 →	+0.629	+0.638	<.001	<.001	3	6
COAD	PARVA →	+0.447	+0.330	<.001	<.001	3	6

Each partner links to its Q-omics profile. Showing the 6 strongest of 20,709 associations by consensus.

Exploration

ATL1 survival (RNA) · tumor vs normal (RNA) · all ATL1 data types