GMDS

RNA expression — cross-omics
Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, GMDS RNA expression is significantly associated with the protein abundance of many other proteins, with 13,027 significant associations in total. UCEC shows the largest number of these associations.

The most reproducible GMDS-associated proteins across cancer lineages are GMDS_S14, FOXA1_S331, and CARMIL1. Each is linked with GMDS in more than 5 cancer types. Because this analysis shows association rather than direction, both GMDS-to-partner and partner-to-GMDS results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, GMDS versus GMDS_S14 in PDAC, with a Pearson correlation of 0.70.

RNA expression associated proteins by consensus

Ranked by combined sampling and lineage consensus. X-score (GMDS→partner) and Y-score (partner→GMDS) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.
LineagePartner proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
PDACGMDS_S14 →+0.864+0.987<.001<.00136
UCECFOXA1_S331 →+1.239+0.653<.001.00335
OVCARMIL1 →+0.561+0.774<.001<.00134
OVIAH1 →-0.368-0.560.003.00434
LSCCPRPF4B_S277 →+0.346+0.348<.001.00434
BRCABAG3 →-0.450-0.553.001.00234
Each partner links to its Q-omics profile. Showing the 6 strongest of 13,027 associations by consensus.

GMDS vs GMDS_S14 — PDAC

Per-sample scatter of GMDS vs GMDS_S14 in PDAC (Pearson r = 0.70).

Explore this scatter interactively →

Exploration