Megakaryocyte differentiation

pathway activity — cross-omics
GO:0030219Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are HLX, TPM2, and TAGLN, each associated with the pathway in up to 6 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 differentiation activity versus HLX in CCRCC (Pearson r = 0.27).

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
CCRCCHLX →+0.531+0.719<.001<.00136
OVTPM2 →+0.996+0.412.004.00536
OVTAGLN →+1.134+0.433.004.00136
LSCCC11orf96 →+1.240+0.240<.001<.00136
LSCCMMP19 →+1.015+0.212<.001.00135
LSCCTCIM →+1.072+0.200<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030219 vs HLX — CCRCC

Per-sample scatter of Megakaryocyte differentiation activity vs HLX in CCRCC.

Explore this scatter interactively →

Exploration