Cell surface receptor signaling pathway involved in heart development

pathway activity — cross-omics
GO:0061311Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cell surface receptor signaling pathway involved in heart development pathway is significantly associated with the protein abundance of multiple proteins, with the OV cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are IGFBP7, SERPINF1, and COL1A1, 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.

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
OVIGFBP7 →+0.751+0.060<.001<.001310
OVSERPINF1 →+0.812+0.054<.001<.00139
GBMCOL1A1 →+1.032+0.068<.001<.00139
GBMCOL1A2 →+0.885+0.060.001<.00139
OVCOL3A1 →+0.964+0.080<.001<.00139
BRCAOLFML3 →+0.648+0.035<.001<.00139
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration