7-methylguanosine cap hypermethylation

pathway activity — cross-omics
GO:0036261Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the 7-methylguanosine cap hypermethylation 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 CDNF, NGDN, and RNA5SP197, each associated with the pathway in up to 4 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, 7-methylguanosine cap hypermethylation activity versus CDNF in CCRCC (Pearson r = -0.16).

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
CCRCCCDNF →-0.303-0.055.008.00534
COADNGDN →-0.334-0.177.009.00533
COADRNA5SP197 →-0.253-0.153.008.00733
LSCCTVP23BP2 →-0.228-0.094.006<.00133
COADDAP3P1 →-0.401-0.178.001.00233
LSCCRPS26P35 →+0.289+0.081.009.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0036261 vs CDNF — CCRCC

Per-sample scatter of 7-methylguanosine cap hypermethylation activity vs CDNF in CCRCC.

Explore this scatter interactively →

Exploration