Phenotype prediction of nonsynonymous single nucleotide polymorphisms in human phase II drug/xenobiotic metabolizing enzymes: perspectives on molecular evolution.
Nonsynonymous single nucleotide polymorphisms (nsSNPs) in coding regions can lead to amino acid changes that might alter the protein's function and account for susceptibility to disease and altered drug/xenobiotic response. Many nsSNPs have been found in genes encoding human phase II metabolizing enzymes; however, there is little known about the relationship between the genotype and phenotype of nsSNPs in these enzymes. We have identified 923 validated nsSNPs in 104 human phase II enzyme genes from the Ensembl genome database and the NCBI SNP database. Using PolyPhen, Panther, and SNAP algorithms, 44%-59% of nsSNPs in phase II enzyme genes were predicted to have functional impacts on protein function. Predictions largely agree with the available experimental annotations. 68% of deleterious nsSNPs were correctly predicted as damaging. This study also identified many amino acids that are likely to be functionally critical, but have not yet been studied experimentally. There was significant concordance between the predicted results of Panther and PolyPhen, and between SNAP non-neutral predictions and PolyPhen scores. Evolutionarily non-neutral (destabilizing) amino acid substitutions are thought to be the pathogenetic basis for the alteration of phase II enzyme activity and to be associated with disease susceptibility and drug/xenobiotic toxicity. Furthermore, the molecular evolutionary patterns of phase II enzymes were characterized with regards to the predicted deleterious nsSNPs.
Hao
DaCheng
D
College of Environment, Dalian Jiaotong University, Dalian, 116028, China. hao@djtu.edu.cn
Xiao
PeiGen
P
Chen
ShiLin
S
D000465:Algorithms; D019943:Amino Acid Substitution; D030541:Databases, Genetic; D019143:Evolution, Molecular; D014453:Glucuronosyltransferase / Q000235:genetics / Q000378:metabolism; D005982:Glutathione Transferase / Q000235:genetics / Q000378:metabolism; D006801:Humans; D016013:Likelihood Functions; D050217:Metabolic Detoxication, Phase II / Q000235:genetics*; D008780:Methyltransferases / Q000235:genetics / Q000378:metabolism; D008957:Models, Genetic; D010641:Phenotype; D020641:Polymorphism, Single Nucleotide; D012641:Selection, Genetic; D015238:Sulfotransferases / Q000235:genetics / Q000378:metabolism; D015262:Xenobiotics / Q000378:metabolism*
D015262:Xenobiotics; D008780:Methyltransferases; D014453:Glucuronosyltransferase; D005982:Glutathione Transferase; D015238:Sulfotransferases