Positive regulation of granulocyte macrophage colony-stimulating factor production

pathway activity — cross-omics
GO:0032725Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of granulocyte macrophage colony-stimulating factor production 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 ITGB2, THEMIS2, and ZNF219_S114, each associated with the pathway in up to 9 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 granulocyte macrophage colony-stimulating factor production activity versus ITGB2 in GBM (Pearson r = 0.56).

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
GBMITGB2 →+0.663+0.084<.001<.00139
BRCATHEMIS2 →+0.538+0.054<.001<.00138
LSCCZNF219_S114 →-0.818-0.070<.001<.00138
BRCACYBB →+0.856+0.043<.001<.00138
GBMHCK →+0.649+0.076<.001<.00138
BRCAHK3 →+0.706+0.046<.001<.00138
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0032725 vs ITGB2 — GBM

Per-sample scatter of Positive regulation of granulocyte macrophage colony-stimulating factor production activity vs ITGB2 in GBM.

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Exploration