Renal system vasculature morphogenesis

pathway activity — cross-omics
GO:0061438Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Renal system vasculature morphogenesis pathway is significantly associated with the protein abundance of multiple proteins, with the UCEC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are TLN1_T1263, COL1A1, and COL3A1, each associated with the pathway in up to 10 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, Renal system vasculature morphogenesis activity versus TLN1_T1263 in UCEC (Pearson r = 0.40).

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
UCECTLN1_T1263 →+0.869+0.138<.001<.001310
OVCOL1A1 →+0.825+0.148<.001<.001310
CCRCCCOL3A1 →+0.940+0.099<.001<.001310
COADPCOLCE →+0.681+0.088<.001<.001310
OVASPN →+0.890+0.112<.001<.00139
OVSERPINH1 →+0.491+0.108<.001<.00139
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0061438 vs TLN1_T1263 — UCEC

Per-sample scatter of Renal system vasculature morphogenesis activity vs TLN1_T1263 in UCEC.

Explore this scatter interactively →

Exploration