Regulation of insulin secretion involved in cellular response to glucose stimulus

pathway activity — cross-omics
GO:0061178Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of insulin secretion involved in cellular response to glucose stimulus pathway is significantly associated with the protein abundance of multiple proteins, with the PDAC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are LIN7C, RPL5, and RRP1B_S513, each associated with the pathway in up to 5 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 insulin secretion involved in cellular response to glucose stimulus activity versus LIN7C in PDAC (Pearson r = 0.11).

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
PDACLIN7C →+0.201+0.029<.001<.00135
GBMRPL5 →-0.302-0.051<.001<.00135
BRCARRP1B_S513 →-1.123-0.034.007.00135
OVXRCC6_T455 →-0.609-0.018.001.00635
LUADCCDC127 →+0.252+0.026<.001.00135
GBMDDAH1 →+0.484+0.042<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0061178 vs LIN7C — PDAC

Per-sample scatter of Regulation of insulin secretion involved in cellular response to glucose stimulus activity vs LIN7C in PDAC.

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Exploration