Mutation severity spectrum of rare alleles in the human genome is predictive of disease type
Fig 7
Mutation-intolerant genes exhibit pathway preferences and are exploited by viruses.
A) Genes are ranked from low to high by mutation severity measure, GTS. The top ranked genes are mutation-intolerant, and the bottom ranked are mutation-tolerant. Ratios of observed/expected frequencies of disease class associations for sets of mutation-intolerant (top-) and mutation-tolerant (Bottom) genes are shown. Diseases are ordered by the exp/obs frequency ratios in the top1000 set (top 1000 genes with the lowest GTS score). B) Ribbon diagram of KPNB1 (cyan) bound to Ran GTPase (green) with DeepSAV-predicted detrimental variants (red spheres), including R106L (stick) at the interaction interface (from PDB 1ibr). C) Ribbon diagram of GEF (green) bound to RHOA GTPase (cyan, PDB 5zhx), with labeled DeepSAV-predicted detrimental variants (red spheres) adjacent to a farnesylation site (orange stick) and near the active site (stick colored by atom, from superimposed GTPase 1tx4).