Embryonic skeletal system development

pathway activity — cross-omics
GO:0048706Cross-omicsPROTEIN-MS → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Embryonic skeletal system development pathway is significantly associated with the protein abundance of multiple proteins, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are NIPBL_T735, STAMBPL1, and BIN1, 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, Embryonic skeletal system development activity versus NIPBL_T735 in BRCA (Pearson r = 0.28).

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
BRCANIPBL_T735 →+0.804+0.447<.001.00226
GBMSTAMBPL1 →-0.352-0.509<.001<.00134
HNSCBIN1 →-1.180-0.412<.001<.00134
BRCACHD3 →+0.463+0.550<.001<.00125
UCECABI2_S227 →+0.597+0.340<.001.00234
HNSCKIF7 →+0.775+0.464<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048706 vs NIPBL_T735 — BRCA

Per-sample scatter of Embryonic skeletal system development activity vs NIPBL_T735 in BRCA.

Explore this scatter interactively →

Exploration