Cellular detoxification of aldehyde

Across TCGA patient cohorts, RNA activity of the Cellular detoxification of aldehyde pathway is significantly associated with the RNA expression of multiple genes, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are AKR1B10, ALDH3A1, and CYP4F3, each associated with the pathway in up to 6 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Cellular detoxification of aldehyde activity versus AKR1B10 in LSCC (Pearson r = 0.12).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.

Lineage	Partner gene	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
LSCC	AKR1B10 →	+3.401	+0.169	<.001	<.001	3	6
LSCC	ALDH3A1 →	+2.349	+0.143	<.001	<.001	3	5
LSCC	CYP4F3 →	+2.328	+0.156	<.001	<.001	3	5
GBM	ITGA5 →	-0.763	-0.114	.001	.009	3	5
CCRCC	LINC02038 →	+0.450	+0.080	<.001	<.001	3	4
UCEC	RIOK1 →	-0.380	-0.103	.006	.001	3	4

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

GO:0110095 vs AKR1B10 — LSCC

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