Cellular response to macrophage colony-stimulating factor stimulus

pathway activity — cross-omics
GO:0036006Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cellular response to macrophage colony-stimulating factor stimulus 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 BVES, TLR2, and C3, 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, Cellular response to macrophage colony-stimulating factor stimulus activity versus BVES in BRCA (Pearson r = 0.23).

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
BRCABVES →+0.449+0.795<.001<.00134
GBMTLR2 →+0.770+0.293<.001<.00134
GBMC3 →+1.139+0.299<.001<.00134
HNSCUBASH3B →+0.494+0.743.003<.00134
GBMLILRA1 →+0.412+0.271<.001.00134
GBMMPP1 →+0.458+0.280<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0036006 vs BVES — BRCA

Per-sample scatter of Cellular response to macrophage colony-stimulating factor stimulus activity vs BVES in BRCA.

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Exploration