Negative regulation of stem cell differentiation

pathway activity — cross-omics
GO:2000737Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Negative regulation of stem cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are TMSB4X, BAIAP2L2, and KLHL8, each associated with the pathway in up to 11 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, Negative regulation of stem cell differentiation activity versus TMSB4X in STOMACH (Pearson r = 0.59).

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
STOMACHTMSB4X →+2.579+0.254.006.001311
LIVERBAIAP2L2 →-2.932-0.182.005.00635
PANCREASKLHL8 →-0.679-0.230<.001<.00135
BLOOD_LeukemiaSTX17 →-0.987-0.161<.001<.00135
KIDNEYVAV2 →-1.374-0.187.001<.00135
CNSTIGD7 →-0.604-0.116.009.00635
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:2000737 vs TMSB4X — STOMACH

Per-sample scatter of Negative regulation of stem cell differentiation activity vs TMSB4X in STOMACH.

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Exploration