Brain morphogenesis

pathway activity — cross-omics
GO:0048854Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are ATP5MC2, RSAD1, and PTRHD1, each associated with the pathway in up to 7 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, Brain morphogenesis activity versus ATP5MC2 in BLOOD_Myeloma (Pearson r = -0.67).

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
BLOOD_MyelomaATP5MC2 →-0.929-0.951.001.00236
LUNG_NSCLC_LUADRSAD1 →-0.812-0.822.001.00136
LUNG_NSCLC_LUADPTRHD1 →-0.624-0.709.003.00336
LUNG_NSCLC_LUADFAM3C →+1.448+0.631<.001.00727
OVARYMYG1 →-0.705-0.833<.001.00535
LUNG_NSCLC_LUADNECTIN4 →+1.862+0.631.002<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048854 vs ATP5MC2 — BLOOD_Myeloma

Per-sample scatter of Brain morphogenesis activity vs ATP5MC2 in BLOOD_Myeloma.

Explore this scatter interactively →

Exploration