Walia Gagandeep Kaur, Panniyammakal Jeemon, Agarwal Tripti, Jalal Ruchita, Gupta Ruby, Ramakrishnan Lakshmy, Tandon Nikhil, Roy Ambuj, Krishnan Anand, Prabhakaran Dorairaj
Public Health Foundation of India, New Delhi, India.
Centre for Chronic Disease Control, New Delhi, India.
Front Genet. 2024 Jan 29;14:1234693. doi: 10.3389/fgene.2023.1234693. eCollection 2023.
A heavy burden of cardiometabolic conditions on low- and middle-income countries like India that are rapidly undergoing urbanization remains unaddressed. Indians are known to have high levels of triglycerides and low levels of HDL-C along with moderately higher levels of LDL-C. The genome-wide findings from Western populations need to be validated in an Indian context for a better understanding of the underlying etiology of dyslipidemia in India. We aim to validate 12 genetic variants associated with lipid levels among rural and urban Indian populations and derive unweighted and weighted genetic risk scores (uGRS and wGRS) for lipid levels among the Indian population. Assuming an additive model of inheritance, linear regression models adjusted for all the possible covariates were run to examine the association between 12 genetic variants and total cholesterol, triglycerides, HDL-C, LDL-C, and VLDL-C among 2,117 rural and urban Indian participants. The combined effect of validated loci was estimated by allelic risk scores, unweighted and weighted by their effect sizes. The wGRS for triglycerides and VLDL-C was derived based on five associated variants (rs174546 at , rs17482753 at , rs2293889 at , rs4148005 at , and rs4420638 at ), which was associated with 36.31 mg/dL of elevated triglyceride and VLDL-C levels ( = 0.95, SE = 0.16, < 0.001). Similarly, every unit of combined risk score (rs2293889 at and rs4147536 at ) was associated with 40.62 mg/dL of higher total cholesterol ( = 1.01, SE = 0.23, < 0.001) and 33.97 mg/dL of higher LDL-C ( = 1.03, SE = 0.19, < 0.001) based on its wGRS (rs2293889 at , rs4147536 at , rs4420638 at , and rs660240 at ). The wGRS derived from five associated variants (rs174546 at , rs17482753 at , rs4148005 at , rs4420638 at , and rs7832643 at ) was associated with 10.64 mg/dL of lower HDL-C ( = -0.87, SE = 0.14, < 0.001). We confirm the role of eight genome-wide association study (GWAS) loci related to different lipid levels in the Indian population and demonstrate the combined effect of variants for lipid traits among Indians by deriving the polygenic risk scores. Similar studies among different populations are required to validate the GWAS loci and effect modification of these loci by lifestyle and environmental factors related to urbanization.
像印度这样正在迅速城市化的低收入和中等收入国家,心血管代谢疾病的沉重负担仍未得到解决。众所周知,印度人的甘油三酯水平较高,高密度脂蛋白胆固醇(HDL-C)水平较低,低密度脂蛋白胆固醇(LDL-C)水平也略高。西方人群全基因组研究的结果需要在印度背景下进行验证,以便更好地了解印度血脂异常的潜在病因。我们旨在验证与印度农村和城市人群血脂水平相关的12个基因变异,并得出印度人群血脂水平的未加权和加权遗传风险评分(uGRS和wGRS)。假设遗传模式为加性模型,运行针对所有可能协变量进行调整的线性回归模型,以检验2117名印度农村和城市参与者中12个基因变异与总胆固醇、甘油三酯、HDL-C、LDL-C和极低密度脂蛋白胆固醇(VLDL-C)之间的关联。通过等位基因风险评分估计已验证基因座的综合效应,并根据其效应大小进行未加权和加权。基于五个相关变异(分别位于……的rs174546、位于……的rs17482753、位于……的rs2293889、位于……的rs4148005和位于……的rs4420638)得出甘油三酯和VLDL-C的wGRS,其与甘油三酯和VLDL-C水平升高36.31mg/dL相关(β = 0.95,标准误 = 0.16,P < 0.001)。同样,基于其wGRS(分别位于……的rs2293889、位于……的rs4147536、位于……的rs4420638和位于……的rs660240),每单位综合风险评分(分别位于……的rs2293889和位于……的rs4147536)与总胆固醇升高40.62mg/dL(β = 1.01,标准误 = 0.23,P < 0.001)和LDL-C升高33.97mg/dL(β = 1.03,标准误 = 0.19,P < 0.001)相关。基于五个相关变异(分别位于……的rs174546、位于……的rs17482753、位于……的rs4148005、位于……的rs4420638和位于……的rs7832643)得出的wGRS与HDL-C降低10.64mg/dL相关(β = -0.87,标准误 = 0.14,P < 0.001)。我们证实了印度人群中与不同血脂水平相关的8个全基因组关联研究(GWAS)基因座的作用,并通过得出多基因风险评分证明了印度人群中基因变异对血脂性状的综合效应。需要在不同人群中开展类似研究,以验证GWAS基因座以及城市化相关生活方式和环境因素对这些基因座的效应修饰作用。