Across TCGA patient cohorts, ATL1 protein abundance is significantly associated with the protein abundance of many other proteins, with 24,335 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 NOB1. Each is linked with ATL1 in more than 8 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.

protein abundance 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
BRCA	ATL1_S10 →	+1.078	+0.859	<.001	<.001	3	9
GBM	ATL1_S23 →	+0.972	+0.786	<.001	<.001	3	9
LSCC	NOB1 →	-0.383	-0.470	<.001	<.001	3	7
COAD	SORBS1 →	+0.878	+0.386	<.001	<.001	3	6
UCEC	UTRN →	+0.370	+0.772	<.001	<.001	3	6
UCEC	EIF3H →	-0.205	-0.794	<.001	<.001	3	6

Each partner links to its Q-omics profile. Showing the 6 strongest of 24,335 associations by consensus.

Exploration

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