Regulation of transforming growth factor beta1 production

pathway activity — cross-omics
GO:0032908Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Regulation of transforming growth factor beta1 production pathway is significantly associated with the RNA expression of multiple genes, with the PANCREAS cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are MRPL42, GLMP, and LRCH4, each associated with the pathway in up to 3 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 transforming growth factor beta1 production activity versus MRPL42 in PANCREAS (Pearson r = -0.67).

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
PANCREASMRPL42 →-0.894-1.269.002.00533
OVARYGLMP →-0.752-1.392.009.00133
OESOPHAGUSLRCH4 →+1.242+1.169<.001.00533
LUNG_SCLCOGFRL1 →+1.603+1.260.007<.00133
OESOPHAGUSALKBH4 →+0.714+1.621<.001<.00133
LUNG_NSCLC_LUADTRIM47 →-1.570-0.945.002.00933
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0032908 vs MRPL42 — PANCREAS

Per-sample scatter of Regulation of transforming growth factor beta1 production activity vs MRPL42 in PANCREAS.

Explore this scatter interactively →

Exploration