College of Environment, Dalian Jiaotong University, Dalian, 116028, China.
Sci China Life Sci. 2010 Oct;53(10):1252-62. doi: 10.1007/s11427-010-4062-9. Epub 2010 Oct 17.
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.
非同义单核苷酸多态性(nsSNPs)在编码区可导致氨基酸改变,从而可能改变蛋白质的功能,并导致对疾病和药物/外源性物质反应改变的易感性。已经在编码人类 II 相代谢酶的基因中发现了许多 nsSNPs;然而,对于这些酶中的 nsSNPs 基因型与表型之间的关系知之甚少。我们从 Ensembl 基因组数据库和 NCBI SNP 数据库中鉴定了 104 个人类 II 相酶基因中的 923 个经过验证的 nsSNPs。使用 PolyPhen、Panther 和 SNAP 算法,II 相酶基因中的 44%-59%的 nsSNPs 被预测对蛋白质功能具有功能影响。预测结果与现有的实验注释基本一致。68%的有害 nsSNPs 被正确预测为有害。本研究还鉴定了许多可能具有功能重要性但尚未进行实验研究的氨基酸。Panther 和 PolyPhen 的预测结果之间以及 SNAP 非中性预测和 PolyPhen 评分之间具有显著的一致性。非进化中性(不稳定)的氨基酸取代被认为是 II 相酶活性改变的发病基础,并与疾病易感性和药物/外源性物质毒性有关。此外,还对 II 相酶的分子进化模式进行了特征描述,涉及预测的有害 nsSNPs。