PAK4

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

Across TCGA cell cohorts, PAK4 mutation is significantly associated with the RNA expression of many other genes, with 27 significant associations in total. LARGE_INTESTINE shows the largest number of these associations.

The most reproducible PAK4-associated genes across cancer lineages are CCDC195, OR51A2, and OR51A4. Each is linked with PAK4 in more than 1 cancer types. Because this analysis shows association rather than direction, both PAK4-to-partner and partner-to-PAK4 results are reported.

Each partner links to its own Q-omics profile. The box plot shows the strongest example, CCDC195 grouped by PAK4-low versus PAK4-high in LARGE_INTESTINE.

mutation associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (PAK4→partner) and Y-score (partner→PAK4) 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
LARGE_INTESTINECCDC195 →+0.034+2.560.001.00832
LUNG_NSCLC_LUADOR51A2 →+0.011+4.266<.001.00431
LUNG_NSCLC_LUADOR51A4 →+0.016+4.266<.001.00431
LUNG_NSCLC_LUADOR51F1 →+0.030+4.266<.001.00431
OVARYPPY →+0.241+4.029<.001.00931
LARGE_INTESTINESH3GL2 →+1.500+3.295<.001.00631
Each partner links to its Q-omics profile. Showing the 6 strongest of 27 associations by consensus.

CCDC195 by PAK4 expression — LARGE_INTESTINE

Box plot of CCDC195 in PAK4-low vs PAK4-high samples in LARGE_INTESTINE.

Explore this box plot interactively →

Exploration