Amino acid transmembrane transport

pathway activity — cross-omics
GO:0003333Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Amino acid transmembrane transport pathway is significantly associated with the RNA expression of multiple genes, with the PDAC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are COL14A1, ITM2A, and CHRDL1, 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, Amino acid transmembrane transport activity versus COL14A1 in PDAC (Pearson r = -0.29).

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
PDACCOL14A1 →-0.741-0.626.003.00436
LUADITM2A →-0.714-0.567.001.00235
BRCACHRDL1 →-1.613-0.704<.001<.00135
HNSCPTGIS →-1.271-0.285.002.00435
HNSCCYP1B1 →-1.306-0.272<.001.00535
BRCAFDCSP →-2.890-0.777.002.00235
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0003333 vs COL14A1 — PDAC

Per-sample scatter of Amino acid transmembrane transport activity vs COL14A1 in PDAC.

Explore this scatter interactively →

Exploration