Hard palate development

pathway activity — cross-omics
GO:0060022Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Hard palate development 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 ITGB8, MMP11, and FZD1, 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.

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
LSCCITGB8 →+0.825+0.589<.001<.00135
BRCAMMP11 →+1.396+0.434.001.00935
BRCAFZD1 →+1.061+0.683<.001<.00134
LSCCFRMD6 →+0.803+0.642<.001<.00134
LSCCPHLDB2 →+1.044+0.702<.001<.00134
BRCATENM4 →+0.670+0.469.003.00534
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration