Organic cation transport

pathway activity — cross-omics
GO:0015695Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Organic cation transport pathway is significantly associated with the RNA expression of multiple genes, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ALDH4A1, COL15A1, and RHOJ, each associated with the pathway in up to 4 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, Organic cation transport activity versus ALDH4A1 in GBM (Pearson r = 0.35).

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.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
GBMALDH4A1 →+0.588+0.716.009.00334
GBMCOL15A1 →-0.755-0.734<.001<.00134
HNSCRHOJ →-0.744-0.294<.001.00234
HNSCPEAR1 →-0.569-0.198<.001.00534
LUADABHD4 →+0.619+0.417<.001.00233
COADRPL36AP48 →+0.122+0.745.009.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0015695 vs ALDH4A1 — GBM

Per-sample scatter of Organic cation transport activity vs ALDH4A1 in GBM.

Explore this scatter interactively →

Exploration