Venous blood vessel morphogenesis

pathway activity — cross-omics
GO:0048845Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Venous blood vessel morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are LAMA4, NDUFB5, and HIVEP2, 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, Venous blood vessel morphogenesis activity versus LAMA4 in BRCA (Pearson r = 0.15).

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
BRCALAMA4 →+0.667+0.131.002.00134
OVNDUFB5 →-0.442-0.368.001.00234
UCECHIVEP2 →+0.430+0.633.002.00533
PDACARMC1 →-0.222-0.416.003.00233
PDACADAM8 →+0.577+0.475<.001.00233
PDACISCA2 →-0.313-0.466.001.00433
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048845 vs LAMA4 — BRCA

Per-sample scatter of Venous blood vessel morphogenesis activity vs LAMA4 in BRCA.

Explore this scatter interactively →

Exploration