Jurado-Camacho Pedro A, Cid-Soto Miguel A, Barajas-Olmos Francisco, García-Ortíz Humberto, Baca-Peynado Paulina, Martínez-Hernández Angélica, Centeno-Cruz Federico, Contreras-Cubas Cecilia, González-Villalpando María Elena, Saldaña-Álvarez Yolanda, Salas-Martinez Guadalupe, Mendoza-Caamal Elvia C, González-Villalpando Clicerio, Córdova Emilio J, Orozco Lorena
Immunogenomics and Metabolic Diseases Laboratory, National Institute of Genomic Medicine, Mexico City, Mexico.
Posgraduate in Biomedical Sciences, National Autonomous University of Mexico, Mexico City, Mexico.
Front Genet. 2022 May 20;13:807381. doi: 10.3389/fgene.2022.807381. eCollection 2022.
Plasma lipid levels are a major risk factor for cardiovascular diseases. Although international efforts have identified a group of loci associated with the risk of dyslipidemia, Latin American populations have been underrepresented in these studies. To know the genetic variation occurring in lipid-related loci in the Mexican population and its association with dyslipidemia. We searched for single-nucleotide variants in 177 lipid candidate genes using previously published exome sequencing data from 2838 Mexican individuals belonging to three different cohorts. With the extracted variants, we performed a case-control study. Logistic regression and quantitative trait analyses were implemented in PLINK software. We used an LD pruning using a 50-kb sliding window size, a 5-kb window step size and a r threshold of 0.1. Among the 34251 biallelic variants identified in our sample population, 33% showed low frequency. For case-control study, we selected 2521 variants based on a minor allele frequency ≥1% in all datasets. We found 19 variants in 9 genes significantly associated with at least one lipid trait, with the most significant associations found in the gene cluster on chromosome 11. Notably, all 11 variants associated with hypertriglyceridemia were within this cluster; whereas variants associated with hypercholesterolemia were located at chromosome 2 and 19, and for low high density lipoprotein cholesterol were in chromosomes 9, 11, and 19. No significant associated variants were found for low density lipoprotein. We found several novel variants associated with different lipemic traits: rs3825041 in with hypertriglyceridemia, rs7252453 in with decreased risk to hypercholesterolemia and rs11076176 in with increased risk to low high density lipoprotein cholesterol. We identified novel variants in lipid-regulation candidate genes in the Mexican population, an underrepresented population in genomic studies, demonstrating the necessity of more genomic studies on multi-ethnic populations to gain a deeper understanding of the genetic structure of the lipemic traits.
血浆脂质水平是心血管疾病的主要危险因素。尽管国际上的研究已经确定了一组与血脂异常风险相关的基因座,但拉丁美洲人群在这些研究中的代表性不足。为了了解墨西哥人群中脂质相关基因座的遗传变异及其与血脂异常的关联,我们利用先前发表的来自2838名墨西哥个体(分属三个不同队列)的外显子组测序数据,在177个脂质候选基因中搜索单核苷酸变异。利用提取的变异,我们进行了病例对照研究。在PLINK软件中进行逻辑回归和数量性状分析。我们使用了50 kb滑动窗口大小、5 kb窗口步长和0.1的r阈值进行连锁不平衡修剪。在我们的样本人群中鉴定出的34251个双等位基因变异中,33%显示出低频。对于病例对照研究,我们基于所有数据集中次要等位基因频率≥1%选择了2521个变异。我们在9个基因中发现了19个变异与至少一种脂质性状显著相关,其中在11号染色体上的基因簇中发现的关联最为显著。值得注意的是,与高甘油三酯血症相关联的所有11个变异都在这个基因簇内;而与高胆固醇血症相关的变异位于2号和19号染色体上,与低高密度脂蛋白胆固醇相关的变异位于9号、11号和19号染色体上。未发现与低密度脂蛋白相关的显著关联变异。我们发现了几个与不同血脂性状相关的新变异:rs3825041与高甘油三酯血症相关,rs7252453与高胆固醇血症风险降低相关,rs11076176与低高密度脂蛋白胆固醇风险增加相关。我们在墨西哥人群(在基因组研究中代表性不足的人群)的脂质调节候选基因中鉴定出了新变异,这表明有必要对多民族人群进行更多的基因组研究,以更深入地了解血脂性状的遗传结构。