Endochondral bone morphogenesis

pathway activity — cross-omics
GO:0060350Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Endochondral bone morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the LUNG_NSCLC_LUSC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are RPP40, CMBL, and ST6GALNAC2, each associated with the pathway in up to 4 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, Endochondral bone morphogenesis activity versus RPP40 in LUNG_NSCLC_LUSC (Pearson r = -0.76).

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
LUNG_NSCLC_LUSCRPP40 →-1.353-1.841.009<.00134
LUNG_SCLCCMBL →+2.104+0.971.002.00434
LUNG_SCLCST6GALNAC2 →+1.653+1.290.002<.00134
BLOOD_LymphomaNSMF →-0.621-0.899.007.00234
LUNG_NSCLC_LUSCRHPN2 →-0.791-1.841.007<.00133
LUNG_NSCLC_LUSCFBN2 →+3.234+1.841.001<.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060350 vs RPP40 — LUNG_NSCLC_LUSC

Per-sample scatter of Endochondral bone morphogenesis activity vs RPP40 in LUNG_NSCLC_LUSC.

Explore this scatter interactively →

Exploration