Endoderm formation

pathway activity — cross-omics
GO:0001706Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Endoderm formation 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 ECHS1, DSE, and CALD1, 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. The scatter plot shows the strongest association, Endoderm formation activity versus ECHS1 in LIVER (Pearson r = -0.86).

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
LIVERECHS1 →-0.592-0.412.001<.00135
CNSDSE →+1.709+0.334<.001.00126
CNSCALD1 →+1.743+0.487<.001<.00135
CNSMRPL12 →-0.724-0.585<.001.00535
UPPER_AERODIGESTIVE_TRACTPCCB →-1.083-0.514<.001.00734
UPPER_AERODIGESTIVE_TRACTRASEF →-1.155-0.375.002.00234
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0001706 vs ECHS1 — LIVER

Per-sample scatter of Endoderm formation activity vs ECHS1 in LIVER.

Explore this scatter interactively →

Exploration