Response to cadmium ion

Across TCGA patient cohorts, RNA activity of the Response to cadmium ion pathway is significantly associated with the protein abundance of multiple proteins, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are BUB3, SKAP2, and MT1F, each associated with the pathway in up to 8 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, Response to cadmium ion activity versus BUB3 in LSCC (Pearson r = -0.51).

Pathway-associated proteins 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 protein	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
LSCC	BUB3 →	-0.236	-0.052	<.001	<.001	3	8
OV	SKAP2 →	+0.570	+0.047	<.001	<.001	3	7
OV	MT1F →	+1.047	+0.052	<.001	<.001	3	7
GBM	NCF4 →	+0.597	+0.042	<.001	.002	3	7
GBM	ACIN1 →	-0.240	-0.049	.006	.001	3	7
LSCC	DPYD →	+0.530	+0.057	<.001	<.001	3	7

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

GO:0046686 vs BUB3 — LSCC

Explore this scatter interactively →