Bharti Neeraj, Banerjee Ruma, Achalere Archana, Kasibhatla Sunitha Manjari, Joshi Rajendra
High Performance Computing: Medical & Bioinformatics Applications Group, Centre for Development of Advanced Computing, Pune, Maharashtra, India.
PeerJ. 2021 Nov 10;9:e12294. doi: 10.7717/peerj.12294. eCollection 2021.
Reliable identification of population-specific variants is important for building the single nucleotide polymorphism (SNP) profile. In this study, genomic variation using allele frequency differences of pharmacologically important genes for Gujarati Indians in Houston (GIH) and Indian Telugu in the U.K. (ITU) from the 1000 Genomes Project vis-à-vis global population data was studied to understand its role in drug response.
Joint genotyping approach was used to derive variants of GIH and ITU independently. SNPs of both these populations with significant allele frequency variation (minor allele frequency ≥ 0.05) with super-populations from the 1000 Genomes Project and gnomAD based on Chi-square distribution with value of ≤ 0.05 and Bonferroni's multiple adjustment tests were identified. Population stratification and fixation index analysis was carried out to understand genetic differentiation. Functional annotation of variants was carried out using SnpEff, VEP and CADD score.
Population stratification of VIP genes revealed four clusters viz., single cluster of GIH and ITU, one cluster each of East Asian, European, African populations and Admixed American was found to be admixed. A total of 13 SNPs belonging to ten pharmacogenes were identified to have significant allele frequency variation in both GIH and ITU populations as compared to one or more super-populations. These SNPs belong to VKORC1 (rs17708472, rs2359612, rs8050894) involved in Vitamin K cycle, cytochrome P450 isoforms CYP2C9 (rs1057910), CYP2B6 (rs3211371), CYP2A2 (rs4646425) and CYP2A4 (rs4646440); ATP-binding cassette (ABC) transporter ABCB1 (rs12720067), DPYD1 (rs12119882, rs56160474) involved in pyrimidine metabolism, methyltransferase COMT (rs9332377) and transcriptional factor NR1I2 (rs6785049). SNPs rs1544410 (VDR), rs2725264 (ABCG2), rs5215 and rs5219 (KCNJ11) share high fixation index (≥ 0.5) with either EAS/AFR populations. Missense variants rs1057910 (CYP2C9), rs1801028 (DRD2) and rs1138272 (GSTP1), rs116855232 (NUDT15); intronic variants rs1131341 (NQO1) and rs115349832 (DPYD) are identified to be 'deleterious'.
Analysis of SNPs pertaining to pharmacogenes in GIH and ITU populations using population structure, fixation index and allele frequency variation provides a premise for understanding the role of genetic diversity in drug response in Asian Indians.
可靠识别特定人群的变异对于构建单核苷酸多态性(SNP)图谱很重要。在本研究中,利用1000基因组计划中休斯顿古吉拉特印度人(GIH)和英国印度泰卢固人(ITU)的药理重要基因的等位基因频率差异,相对于全球人群数据研究基因组变异,以了解其在药物反应中的作用。
采用联合基因分型方法分别推导GIH和ITU的变异。基于卡方分布(值≤0.05)和邦费罗尼多重调整检验,确定这两个人群与1000基因组计划和gnomAD中的超级人群具有显著等位基因频率变异(次要等位基因频率≥0.05)的SNP。进行群体分层和固定指数分析以了解遗传分化。使用SnpEff、VEP和CADD评分对变异进行功能注释。
VIP基因的群体分层显示有四个簇,即GIH和ITU的单个簇、东亚、欧洲、非洲人群各一个簇以及混合的美洲人群被发现是混合的。与一个或多个超级人群相比,共鉴定出属于十个药物基因的13个SNP在GIH和ITU人群中具有显著的等位基因频率变异。这些SNP属于参与维生素K循环的VKORC1(rs17708472、rs2359612、rs8050894)、细胞色素P450同工酶CYP2C9(rs1057910)、CYP2B6(rs3211371)、CYP2A2(rs4646425)和CYP2A4(rs4646440);ATP结合盒(ABC)转运蛋白ABCB1(rs12720067)、参与嘧啶代谢的DPYD1(rs12119882、rs56160474)、甲基转移酶COMT(rs9332377)和转录因子NR1I2(rs6785049)。SNP rs1544410(VDR)、rs2725264(ABCG2)、rs5215和rs5219(KCNJ11)与东亚/非洲人群共享高固定指数(≥0.5)。错义变异rs1057910(CYP2C9)、rs1801028(DRD2)和rs1138272(GSTP1)、rs116855232(NUDT15);内含子变异rs1131341(NQO1)和rs115349832(DPYD)被鉴定为“有害”。
利用群体结构、固定指数和等位基因频率变异分析GIH和ITU人群中与药物基因相关的SNP,为理解亚洲印度人遗传多样性在药物反应中的作用提供了前提。