Megakaryocyte development

pathway activity — cross-omics
GO:0035855Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are SPARC, CNN1, and TGFB1I1, each associated with the pathway in up to 8 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, Megakaryocyte development activity versus SPARC in OV (Pearson r = 0.28).

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
OVSPARC →+1.678+0.892<.001<.00138
OVCNN1 →+1.597+0.887<.001<.00138
OVTGFB1I1 →+1.347+0.930<.001<.00138
OVCCN1 →+2.002+1.011<.001<.00138
OVCOL8A1 →+2.209+0.833<.001<.00138
OVTAGLN →+1.780+0.998<.001<.00138
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0035855 vs SPARC — OV

Per-sample scatter of Megakaryocyte development activity vs SPARC in OV.

Explore this scatter interactively →

Exploration