"Retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum"

pathway activity — cross-omics
GO:0006890Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the "Retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum" 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 PHF14, ARHGEF9, and SEC31A, each associated with the pathway in up to 5 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, "Retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum" activity versus PHF14 in PDAC (Pearson r = -0.34).

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
PDACPHF14 →-0.292-0.234.002<.00135
BRCAARHGEF9 →-0.521-0.189.004.00535
BRCASEC31A →+0.387+0.186.002.00235
LSCCTFAP4 →-0.562-0.276<.001<.00135
CCRCCGID4 →-0.372-0.285<.001<.00135
CCRCCZFYVE9 →-0.274-0.205<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006890 vs PHF14 — PDAC

Per-sample scatter of

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Exploration