Negative regulation of muscle cell apoptotic process

pathway activity — cross-omics
GO:0010656Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Negative regulation of muscle cell apoptotic process pathway is significantly associated with the RNA expression of multiple genes, with the LIVER cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CCNF, SKA1, and ELAVL1, each associated with the pathway in up to 8 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 muscle cell apoptotic process activity versus CCNF in LIVER (Pearson r = 0.87).

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
LIVERCCNF →+0.925+0.248<.001<.00138
BLOOD_LeukemiaSKA1 →+0.698+0.243.001<.00138
PANCREASELAVL1 →+0.855+0.451.002<.00137
OVARYILF3 →+0.651+0.274<.001<.00137
LUNG_SCLCRPS2 →+1.013+0.226<.001<.00137
OVARYNOB1 →+0.950+0.255<.001.00237
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0010656 vs CCNF — LIVER

Per-sample scatter of Negative regulation of muscle cell apoptotic process activity vs CCNF in LIVER.

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Exploration