Embryonic body morphogenesis

pathway activity — cross-omics
GO:0010172Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Embryonic body morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are GRIN2D, DPM2, and ISG20L2, 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, Embryonic body morphogenesis activity versus GRIN2D in STOMACH (Pearson r = -0.85).

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
STOMACHGRIN2D →-2.962-0.270.003.00534
OESOPHAGUSDPM2 →-0.647-0.259.004.00733
OESOPHAGUSISG20L2 →-0.852-0.338.001.00624
SKINSLC35F5 →+0.961+0.286<.001.00833
SKINDDX41 →-0.815-0.329.006.00433
CNSRAD9A →-0.861-0.193.002.00833
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0010172 vs GRIN2D — STOMACH

Per-sample scatter of Embryonic body morphogenesis activity vs GRIN2D in STOMACH.

Explore this scatter interactively →

Exploration