Heat generation

pathway activity — cross-omics
GO:0031649Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Heat generation pathway is significantly associated with the RNA expression of multiple genes, with the CCRCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are PTGES, SLC38A5, and DEPDC1P2, each associated with the pathway in up to 6 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.

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
CCRCCPTGES →+1.744+0.339<.001<.00136
BRCASLC38A5 →+0.776+0.187.009.00234
CCRCCDEPDC1P2 →-0.441-0.183.001.00734
GBMFIBIN →+0.892+0.295<.001<.00133
LSCCTCEAL7 →+0.560+0.748.001<.00133
OVIFITM2 →+1.412+0.245<.001.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration