Spermatid nucleus differentiation

pathway activity — cross-omics
GO:0007289Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are C22orf23, LRRC32, and SCN11A, each associated with the pathway in up to 3 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 nucleus differentiation activity versus C22orf23 in LSCC (Pearson r = -0.33).

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
LSCCC22orf23 →-0.613-0.434<.001.00133
OVLRRC32 →-1.035-0.795.006<.00133
GBMSCN11A →-0.253-0.580<.001.00233
GBMSNORA59B →-0.308-0.769<.001<.00133
BRCATNFRSF14-AS1 →-0.394-0.451<.001.00133
BRCAPOPDC2 →-0.404-0.595<.001<.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0007289 vs C22orf23 — LSCC

Per-sample scatter of Spermatid nucleus differentiation activity vs C22orf23 in LSCC.

Explore this scatter interactively →

Exploration