Cartilage development

pathway activity — cross-omics
GO:0051216Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are CD44, ZNF197, and MRPS35, 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, Cartilage development activity versus CD44 in BONE (Pearson r = 0.85).

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
BONECD44 →+5.426+1.958.007<.00135
OESOPHAGUSZNF197 →-0.948-1.013<.001.00234
OESOPHAGUSMRPS35 →-0.652-1.338.001<.00134
BLOOD_MyelomaVWA8 →-0.853-1.171<.001.00134
BLOOD_MyelomaUBA7 →+1.924+1.226.001.00734
BREASTEAF1 →-0.865-1.055.002.00234
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0051216 vs CD44 — BONE

Per-sample scatter of Cartilage development activity vs CD44 in BONE.

Explore this scatter interactively →

Exploration