Spermatid differentiation

pathway activity — cross-omics
GO:0048515Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are PEX11A, EEF2, and CHAC1, 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, Spermatid differentiation activity versus PEX11A in OVARY (Pearson r = -0.28).

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
OVARYPEX11A →-0.877-0.194.002.00334
BLOOD_LeukemiaEEF2 →-0.592-0.714.009.00525
LIVERCHAC1 →+1.691+0.188.002.00733
LIVERMORF4L1 →+0.855+0.249.002.00633
LIVERPTRH1 →-1.561-0.246<.001.00733
LIVERLY6G5C →+0.770+0.190.002.00633
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048515 vs PEX11A — OVARY

Per-sample scatter of Spermatid differentiation activity vs PEX11A in OVARY.

Explore this scatter interactively →

Exploration