Across TCGA patient cohorts, ATL1 protein abundance is significantly associated with the RNA expression of many other genes, with 14,216 significant associations in total. UCEC shows the largest number of these associations.

The most reproducible ATL1-associated genes across cancer lineages are EDIL3, ARMH4, and ADAMTS16. Each is linked with ATL1 in more than 6 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 genes 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 gene	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
BRCA	EDIL3 →	+1.684	+0.654	<.001	<.001	3	7
BRCA	ARMH4 →	+0.677	+0.581	<.001	<.001	3	6
BRCA	ADAMTS16 →	+1.044	+0.534	<.001	<.001	3	6
BRCA	THY1 →	+0.906	+0.396	<.001	<.001	3	6
LSCC	CCDC92 →	+0.466	+0.434	<.001	<.001	3	5
BRCA	PMEPA1 →	+1.155	+0.589	<.001	<.001	3	5

Each partner links to its Q-omics profile. Showing the 6 strongest of 14,216 associations by consensus.

Exploration

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