Cellular response to muramyl dipeptide

pathway activity — cross-omics
GO:0071225Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cellular response to muramyl dipeptide pathway is significantly associated with the RNA expression of multiple genes, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are VIM, P4HA3, and COL1A1, each associated with the pathway in up to 10 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, Cellular response to muramyl dipeptide activity versus VIM in BRCA (Pearson r = 0.46).

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
BRCAVIM →+0.962+0.385<.001<.001310
OVP4HA3 →+0.881+0.269.001<.00139
OVCOL1A1 →+1.886+0.265<.001<.00138
HNSCHLX →+0.521+0.308<.001<.00138
BRCAVENTX →+0.617+0.244<.001.00138
OVMMP14 →+1.373+0.349<.001<.00138
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0071225 vs VIM — BRCA

Per-sample scatter of Cellular response to muramyl dipeptide activity vs VIM in BRCA.

Explore this scatter interactively →

Exploration