严重和非严重疟疾对非洲血统个体血脂异常的因果效应:孟德尔随机研究

IF 1 4区 生物学 Q4 GENETICS & HEREDITY
Mariam Traore, Harouna Sangare, Oudou Diabate, Abdoulaye Diawara, Cheickna Cissé, Oyekanmi Nashiru, Jian Li, Jeffrey Shaffer, Mamadou Wélé, Seydou Doumbia, Tinashe Chikowore, Opeyemi Soremekun, Segun Fatumo
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引用次数: 0

摘要

背景:在疟疾流行的非洲,血脂异常正变得越来越普遍。观察性研究记录了疟疾对血脂异常的长期保护作用;然而,这些研究设计容易受到混杂因素的影响。因此,我们采用孟德尔随机法(Mendelian randomization,一种对混杂因素和反向因果关系具有稳健性的方法)来确定重症疟疾(SM)和非重症疟疾复发(RNM)对血脂特征的因果效应:我们使用贝宁队列(N = 775)中复发性非重症疟疾(RNM)和 MalariaGEN 数据集(N = 17、000)的复发性非重症疟疾(RNM)和疟疾基因数据集(N = 17,000)的重症疟疾(RNM)的汇总统计数据,以及来自非洲慢性病研究伙伴关系(APCDR)(N = 13,612)和非洲 Wits-IN-DEPTH 基因组研究伙伴关系(AWI-Gen)数据集(N = 10,603)的荟萃分析非洲血脂 GWAS(MALG,N = 24,215)汇总数据的血脂性状。研究结果没有证据表明 RNM 与高密度脂蛋白胆固醇 (HDL-C)、低密度脂蛋白胆固醇 (LDL-C)、总胆固醇和甘油三酯之间存在明显的因果关系。不过,严重疟疾贫血(SMA)(严重疟疾的一种亚型)与高密度脂蛋白胆固醇(HDL-C)水平降低之间存在显著关联,这表明可能存在亚型特异效应。尽管如此,我们坚信样本量小可能会影响我们的估计值,因此需要谨慎解释这些结果:我们的研究结果对疟疾(包括重症和复发性非重症疟疾)与血脂异常之间存在广泛因果关系的假设提出了质疑。与 SMA 的个别关联凸显了未来研究的一个有趣领域。不过,我们相信,在非洲开展更大规模的研究来调查疟疾和血脂异常之间的联系,将提高我们更好地应对这两种疾病所造成的负担的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Causal effect of severe and non-severe malaria on dyslipidemia in African Ancestry individuals: A Mendelian randomization study.

Background: Dyslipidemia is becoming prevalent in Africa, where malaria is endemic. Observational studies have documented the long-term protective effect of malaria on dyslipidemia; however, these study designs are prone to confounding. Therefore, we used Mendelian randomization (MR, a method robust to confounders and reverse causation) to determine the causal effect of severe malaria (SM) and the recurrence of non-severe malaria (RNM) on lipid traits.

Method: We performed two-sample MR using genome wide association study (GWAS) summary statistics for recurrent non-severe malaria (RNM) from a Benin cohort (N = 775) and severe malaria from the MalariaGEN dataset (N = 17,000) and lipid traits from summary-level data of a meta-analyzed African lipid GWAS (MALG, N = 24,215) from the African Partnership for Chronic Disease Research (APCDR) (N = 13,612) and the Africa Wits-IN-DEPTH partnership for genomics studies (AWI-Gen) dataset (N = 10,603).

Result: No evidence of significant causal association was obtained between RNM and high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), total cholesterol and triglycerides. However, a notable association emerged between severe malarial anaemia (SMA) which is a subtype of severe malaria and reduced HDL-C levels, suggesting a potential subtype-specific effect. Nonetheless, we strongly believe that the small sample size likely affects our estimates, warranting cautious interpretation of these results.

Conclusion: Our findings challenge the hypothesis of a broad causal relationship between malaria (both severe and recurrent non-severe forms) and dyslipidemia. The isolated association with SMA highlights an intriguing area for future research. However, we believe that conducting larger studies to investigate the connection between malaria and dyslipidemia in Africa will enhance our ability to better address the burden posed by both diseases.

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来源期刊
Annals of Human Genetics
Annals of Human Genetics 生物-遗传学
CiteScore
4.20
自引率
0.00%
发文量
34
审稿时长
3 months
期刊介绍: Annals of Human Genetics publishes material directly concerned with human genetics or the application of scientific principles and techniques to any aspect of human inheritance. Papers that describe work on other species that may be relevant to human genetics will also be considered. Mathematical models should include examples of application to data where possible. Authors are welcome to submit Supporting Information, such as data sets or additional figures or tables, that will not be published in the print edition of the journal, but which will be viewable via the online edition and stored on the website.
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