Positive regulation of monocyte differentiation

pathway activity — cross-omics
GO:0045657Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of monocyte differentiation pathway is significantly associated with the RNA expression of multiple genes, with the CCRCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are SOCS2, COQ2, and RNU6-701P, 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, Positive regulation of monocyte differentiation activity versus SOCS2 in CCRCC (Pearson r = -0.31).

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
CCRCCSOCS2 →-0.797-0.176.003.00434
HNSCCOQ2 →+0.434+0.127.003.00334
OVRNU6-701P →+0.454+0.227<.001<.00134
HNSCJADE2 →+0.588+0.187.008.00334
GBMRIOK2 →+0.241+0.185.007.00534
BRCAMAMDC2 →-0.974-0.183.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0045657 vs SOCS2 — CCRCC

Per-sample scatter of Positive regulation of monocyte differentiation activity vs SOCS2 in CCRCC.

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Exploration