MSH4

mutation — cross-omics
Cross-omicsMUTATION → RNACell-linePairwise association · TCGA cohorts

Across TCGA cell cohorts, MSH4 mutation is significantly associated with the RNA expression of many other genes, with 243 significant associations in total. LARGE_INTESTINE shows the largest number of these associations.

The most reproducible MSH4-associated genes across cancer lineages are PZP, KCNG4, and CRX. Each is linked with MSH4 in more than 1 cancer types. Because this analysis shows association rather than direction, both MSH4-to-partner and partner-to-MSH4 results are reported.

Each partner links to its own Q-omics profile. The box plot shows the strongest example, PZP grouped by MSH4-low versus MSH4-high in BLOOD_Myeloma.

mutation associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (MSH4→partner) and Y-score (partner→MSH4) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
BLOOD_MyelomaPZP →+0.036+4.807<.001.00631
OESOPHAGUSKCNG4 →+0.007+4.857<.001<.00131
LUNG_NSCLC_LUSCCRX →+0.057+3.514.001.00831
LUNG_NSCLC_LUADPTH2 →+0.151+3.481<.001.00431
LUNG_NSCLC_LUADOR7G3 →+0.021+4.266<.001.00431
LUNG_NSCLC_LUADCCL19 →+0.090+3.887<.001.00231
Each partner links to its Q-omics profile. Showing the 6 strongest of 243 associations by consensus.

PZP by MSH4 expression — BLOOD_Myeloma

Box plot of PZP in MSH4-low vs MSH4-high samples in BLOOD_Myeloma.

Explore this box plot interactively →

Exploration