Regulation of chondrocyte differentiation

pathway activity — cross-omics
GO:0032330Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are ST6GAL2, TRPS1, and ARMC9, 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, Regulation of chondrocyte differentiation activity versus ST6GAL2 in HNSC (Pearson r = 0.20).

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
HNSCST6GAL2 →+0.958+0.637.001<.00137
BRCATRPS1 →+1.345+0.241<.001.00136
BRCAARMC9 →+0.598+0.282<.001.00136
BRCABBS5 →+0.410+0.165<.001.00436
LSCCDACT1 →+0.867+0.911<.001<.00136
LSCCVSTM4 →+0.592+0.737<.001<.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0032330 vs ST6GAL2 — HNSC

Per-sample scatter of Regulation of chondrocyte differentiation activity vs ST6GAL2 in HNSC.

Explore this scatter interactively →

Exploration