Type B pancreatic cell proliferation

pathway activity — cross-omics
GO:0044342Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Type B pancreatic cell proliferation pathway is significantly associated with the RNA expression of multiple genes, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are IRS2, EFNB2, and CNIH3, 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, Type B pancreatic cell proliferation activity versus IRS2 in LUAD (Pearson r = -0.05).

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
LUADIRS2 →+1.149+0.618<.001<.00138
COADEFNB2 →+0.589+0.702<.001<.00134
GBMCNIH3 →+0.791+0.198.001.00134
LUADDDIT4L →+0.957+0.457.004.00134
COADCOG6 →+0.405+0.747<.001.00234
GBMPACSIN1 →-1.097-0.180<.001.00433
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0044342 vs IRS2 — LUAD

Per-sample scatter of Type B pancreatic cell proliferation activity vs IRS2 in LUAD.

Explore this scatter interactively →

Exploration