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涉及药物生物转化的人类基因座:全球遗传变异、人群结构和药物遗传学意义。

Human loci involved in drug biotransformation: worldwide genetic variation, population structure, and pharmacogenetic implications.

机构信息

Department of Life Sciences and Biotechnologies, University of Ferrara, Ferrara, Italy.

出版信息

Hum Genet. 2013 May;132(5):563-77. doi: 10.1007/s00439-013-1268-5. Epub 2013 Jan 26.

Abstract

Understanding the role of inheritance in individual variation in drug response is the focus of pharmacogenetics (PGx). A key part of this understanding is quantifying the role of genetic ancestry in this phenotypic outcome. To provide insight into the relationship between ethnicity and drug response, this study first infers the global distribution of PGx variation and defines its structure. Second, the study evaluates if geographic population structure stems from all PGx loci in general, or if structure is caused by specific genes. Lastly, we identify the genetic variants contributing the greatest proportion of such structure. Our study describes the global genetic structure of PGx loci across the 52 populations of the Human Genome Diversity Cell-Line Panel, the most inclusive set of human populations freely available for studies on human genetic variation. By analysing genetic variation at 1,001 single nucleotide polymorphisms (SNPs) involved in biotransformation of exogenous substances, we describe the between-populations PGx variation, as well geographical groupings of diversity. In addition, with discriminant analysis of principal component (DAPC), we infer how many and which groups of populations are supported by PGx variation, and identify which SNPs actually contribute to the PGx structure between such groups. Our results show that intergenic, synonymous and non-synonymous SNPs show similar levels of genetic variation across the globe. Conversely, loci coding for Cytochrome P450s (mainly metabolizing exogenous substances) show significantly higher levels of genetic diversity between populations than the other gene categories. Overall, genetic variation at PGx loci correlates with geographic distances between populations, and the apportionment of genetic variation is similar to that observed for the rest of the genome. In other words, the pattern of PGx variation has been mainly shaped by the demographic history of our species, as in the case of most of our genes. The population structure defined by PGx loci supports the presence of six genetic clusters reflecting geographic location of samples. In particular, the results of the DAPC analyses show that 27 SNPs substantially contribute to the first three discriminant functions. Among these SNPs, some, such as the intronic rs1403527 of NR1I2 and the non-synonymous rs699 of AGT, are known to be associated with specific drug responses. Their substantial variation between different groups of populations may have important implications for PGx practical applications.

摘要

理解遗传在药物反应个体差异中的作用是药物遗传学(PGx)的重点。理解这一点的一个关键部分是量化遗传背景在这种表型结果中的作用。为了深入了解种族与药物反应之间的关系,本研究首先推断 PGx 变异的全球分布并定义其结构。其次,评估地理人群结构是否源于一般的所有 PGx 基因座,或者结构是否由特定基因引起。最后,我们确定导致这种结构的最大遗传变异。我们的研究描述了人类基因组多样性细胞系面板 52 个人群中 PGx 基因座的全球遗传结构,该面板是可供人类遗传变异研究使用的最全面的人类群体集合。通过分析涉及外源性物质生物转化的 1001 个单核苷酸多态性(SNP)的遗传变异,我们描述了人群之间的 PGx 变异以及多样性的地理分组。此外,通过主成分判别分析(DAPC),我们推断出 PGx 变异支持多少个和哪些组人群,以及确定哪些 SNP 实际上对这些组之间的 PGx 结构有贡献。我们的研究结果表明,基因间、同义和非同义 SNPs 在全球范围内具有相似水平的遗传变异。相反,编码细胞色素 P450 的基因座(主要代谢外源性物质)的遗传多样性在人群之间明显高于其他基因类别。总的来说,PGx 基因座的遗传变异与人群之间的地理距离相关,遗传变异的分配与基因组其余部分的观察结果相似。换句话说,PGx 变异的模式主要是由我们物种的人口历史塑造的,就像我们的大多数基因一样。PGx 基因座定义的人群结构支持存在六个遗传聚类,反映了样本的地理位置。特别是,DAPC 分析的结果表明,27 个 SNP 对前三个判别函数有很大贡献。在这些 SNP 中,一些 SNP 如 NR1I2 的内含子 rs1403527 和 AGT 的非同义 rs699 与特定药物反应有关。它们在不同人群组之间的大量变异可能对 PGx 的实际应用有重要意义。

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