Gland morphogenesis

pathway activity — cross-omics
GO:0022612Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Gland morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the LIVER cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are PLEC, RALGDS, and YWHAZ, 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, Gland morphogenesis activity versus PLEC in LIVER (Pearson r = 0.70).

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
LIVERPLEC →+1.568+0.447<.001.00336
BONERALGDS →+1.491+0.284.005.00135
STOMACHYWHAZ →+1.061+0.313.006.00335
LIVERUGCG →+2.638+0.478<.001.00134
BLOOD_LeukemiaSLC9A7 →+1.343+0.173.005.00625
LIVERCAV2 →+2.424+0.386.004.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0022612 vs PLEC — LIVER

Per-sample scatter of Gland morphogenesis activity vs PLEC in LIVER.

Explore this scatter interactively →

Exploration