Forebrain morphogenesis

pathway activity — cross-omics
GO:0048853Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are GPR25, CNR2, and CD79B, each associated with the pathway in up to 5 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, Forebrain morphogenesis activity versus GPR25 in LUAD (Pearson r = -0.26).

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
LUADGPR25 →-0.246-0.308.007.00234
LUADCNR2 →-0.341-0.420.005.00334
HNSCCD79B →-0.775-0.354.002.00625
GBMGIMAP1 →-0.418-0.178.007.00234
HNSCSLAMF1 →-0.630-0.380.002.00134
GBMNF1 →+0.431+0.198<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048853 vs GPR25 — LUAD

Per-sample scatter of Forebrain morphogenesis activity vs GPR25 in LUAD.

Explore this scatter interactively →

Exploration