Genome-wide association study and meta-analysis of phytosterols identifies a novel locus for serum levels of campesterol.

IF 3.8 3区 医学 Q2 GENETICS & HEREDITY
Jamil Alenbawi, Yasser A Al-Sarraj, Umm-Kulthum I Umlai, Ayat Kadhi, Nagham N Hendi, Georges Nemer, Omar M E Albagha
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引用次数: 0

Abstract

Sitosterolemia is a rare inherited disorder caused by mutations in the ABCG5/ABCG8 genes. These genes encode proteins involved in the transport of plant sterols. Mutations in these genes lead to decreased excretion of phytosterols, which can accumulate in the body and lead to a variety of health problems, including premature coronary artery disease. We conducted the first genome-wide association study (GWAS) in the Middle East/North Africa population to identify genetic determinants of plant sterol levels in Qatari people. GWAS was performed on serum levels of β-sitosterol and campesterol using the Metabolon platform from Qatar Biobank (QBB) and genome sequence data provided by Qatar Genome Program. A trans-ancestry meta-analysis of data from our Qatari cohort with summary statistics from a previously published large cohort (9758 subjects) of European ancestry was conducted. Using conditional analysis, we identified two independent single nucleotide polymorphisms associated with β-sitosterol (rs145164937 and rs4299376), and two others with campesterol (rs7598542 and rs75901165) in the Qatari population in addition to previously reported variants. All of them map to the ABCG5/8 locus except rs75901165 which is located within the Intraflagellar Transport 43 (IFT43) gene. The meta-analysis replicated most of the reported variants, and our study provided significant support for the association of variants in SCARB1 and ABO with sitosterolemia. Evaluation of a polygenic risk score devised from European GWAS data showed moderate performance when applied to QBB (adjusted-R2 = 0.082). These findings provide new insights into the genetic architecture of phytosterol metabolism while showing the importance including under-represented populations in future GWAS studies.

植物甾醇的全基因组关联研究和荟萃分析确定了一个新的血清坎培酯醇水平基因座。
Sitosterolemia 是一种罕见的遗传性疾病,由 ABCG5/ABCG8 基因突变引起。这些基因编码参与植物固醇转运的蛋白质。这些基因的突变会导致植物固醇的排泄减少,而植物固醇会在体内积聚并导致各种健康问题,包括过早的冠状动脉疾病。我们首次在中东/北非人群中开展了全基因组关联研究(GWAS),以确定卡塔尔人体内植物固醇水平的遗传决定因素。我们利用卡塔尔生物库(Qatar Biobank,QBB)的 Metabolon 平台和卡塔尔基因组计划提供的基因组序列数据,对血清中的β-谷甾醇和坎培酯醇水平进行了 GWAS 研究。我们对来自卡塔尔队列的数据和之前发表的欧洲血统大型队列(9758 名受试者)的汇总统计数据进行了跨祖先荟萃分析。通过条件分析,我们在卡塔尔人群中发现了两个与β-谷甾醇相关的独立单核苷酸多态性(rs145164937 和 rs4299376),以及两个与坎培酯醇相关的独立单核苷酸多态性(rs7598542 和 rs75901165)。除 rs75901165 位于鞘内转运 43(IFT43)基因外,其他所有变异都映射到 ABCG5/8 位点。荟萃分析复制了大多数已报道的变异,我们的研究为 SCARB1 和 ABO 变异与 sitosterolemia 的关联提供了重要支持。根据欧洲 GWAS 数据设计的多基因风险评分在应用于 QBB 时表现一般(调整后 R2 = 0.082)。这些发现为植物甾醇代谢的遗传结构提供了新的见解,同时也表明了在未来的 GWAS 研究中纳入代表性不足的人群的重要性。
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来源期刊
Human Genomics
Human Genomics GENETICS & HEREDITY-
CiteScore
6.00
自引率
2.20%
发文量
55
审稿时长
11 weeks
期刊介绍: Human Genomics is a peer-reviewed, open access, online journal that focuses on the application of genomic analysis in all aspects of human health and disease, as well as genomic analysis of drug efficacy and safety, and comparative genomics. Topics covered by the journal include, but are not limited to: pharmacogenomics, genome-wide association studies, genome-wide sequencing, exome sequencing, next-generation deep-sequencing, functional genomics, epigenomics, translational genomics, expression profiling, proteomics, bioinformatics, animal models, statistical genetics, genetic epidemiology, human population genetics and comparative genomics.
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