Mammary gland formation

pathway activity — cross-omics
GO:0060592Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Mammary gland formation 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 PRKG1, SEPTIN2, and SGCD, each associated with the pathway in up to 8 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
BRCAPRKG1 →+0.614+0.089<.001<.00138
PDACSEPTIN2 →+0.235+0.079<.001<.00137
OVSGCD →+0.598+0.067.001<.00137
CCRCCAEBP1 →+0.760+0.065<.001<.00137
BRCAEFEMP2 →+0.788+0.093<.001<.00137
OVFKBP7 →+0.515+0.067.001<.00137
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration