Positive regulation of granulocyte macrophage colony-stimulating factor production

pathway activity — cross-omics
GO:0032725Cross-omicsSHRNA → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Positive regulation of granulocyte macrophage colony-stimulating factor production pathway is significantly associated with the RNA expression of multiple genes, with the CNS cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ZSCAN23, CENPN, and ZNF746, 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 box plot shows the strongest association, ZSCAN23 grouped by Positive regulation of granulocyte macrophage colony-stimulating factor production-low versus -high activity in CNS.

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
CNSZSCAN23 →-0.420-0.526.006.00834
LUNG_NSCLC_LUADCENPN →+0.822+0.620<.001.00333
LUNG_NSCLC_LUADZNF746 →-0.601-0.552.001.00233
BLOOD_LymphomaKIFC2 →-0.667-1.901.006<.00124
STOMACHRAB5B →-0.504-0.818.003.00533
STOMACHTHEMIS2 →-1.065-0.863.003.00333
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

ZSCAN23 by Positive regulation of granulocyte macrophage colony-stimulating factor production activity — CNS

Box plot of ZSCAN23 in Positive regulation of granulocyte macrophage colony-stimulating factor production-low vs -high samples in CNS.

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