Muscle cell apoptotic process

pathway activity — cross-omics
GO:0010657Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Muscle cell apoptotic process pathway is significantly associated with the RNA expression of multiple genes, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CD93, MAMDC2, and CD34, each associated with the pathway in up to 5 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, Muscle cell apoptotic process activity versus CD93 in LSCC (Pearson r = -0.03).

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
LSCCCD93 →-0.531-0.140.001.00734
LUADMAMDC2 →-1.292-0.171<.001<.00134
PDACCD34 →-0.387-0.161.001.00134
BRCARHOJ →-0.458-0.127.004.00234
BRCAZNF583 →-0.351-0.161.002.00134
BRCAMAMDC2-AS1 →-0.126-0.134.001.00934
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0010657 vs CD93 — LSCC

Per-sample scatter of Muscle cell apoptotic process activity vs CD93 in LSCC.

Explore this scatter interactively →

Exploration