Macrophage differentiation

pathway activity — cross-omics
GO:0030225Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Macrophage differentiation pathway is significantly associated with the protein abundance of multiple proteins, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are TBC1D2B, WIPF1, and LPXN, 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, Macrophage differentiation activity versus TBC1D2B in GBM (Pearson r = 0.41).

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
GBMTBC1D2B →+0.400+0.069<.001<.001310
OVWIPF1 →+0.391+0.033.004<.001310
GBMLPXN →+0.634+0.061<.001<.001310
HNSCNECAP2 →+0.393+0.061<.001<.001310
OVDOCK11 →+0.422+0.028<.001<.001310
OVPLEKHO2 →+0.473+0.042<.001<.001310
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030225 vs TBC1D2B — GBM

Per-sample scatter of Macrophage differentiation activity vs TBC1D2B in GBM.

Explore this scatter interactively →

Exploration