Epigenome-Wide and Methylation Risk Score Analysis of Body Mass Index Among People with HIV.

IF 2.5 Q3 GENETICS & HEREDITY
Nanzha Abi, Alexandra Young, Pradeep Tiwari, Junyu Chen, Chang Liu, Qin Hui, Kaku So-Armah, Matthew S Freiberg, Amy C Justice, Ke Xu, Marta Gwinn, Vincent C Marconi, Yan V Sun
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Abstract

Background/Objectives: People with HIV (PWH) on antiretroviral therapy (ART) often gain weight, which increases their risk of type 2 diabetes and cardiovascular disease. The role of DNA methylation (DNAm) markers in obesity among PWH is understudied. This research explores the relationship between body mass index (BMI) and epigenetic patterns to better understand and manage obesity-related risks in PWH. Methods: We conducted an epigenome-wide association study (EWAS) on 892 African American male PWH from the Veterans Aging Cohort Study, examining BMI associations with DNAm using linear mixed models, adjusting for covariates, including soluble CD14. We compared our results with BMI-associated DNAm markers from non-HIV individuals and developed a methylation risk score (MRS) for BMI using machine learning and a cross-validation approach. Results: We identified four epigenome-wide significant CpG sites, including one in the RAP1B gene, indicating shared and unique BMI-related epigenetic markers between PWH and non-HIV individuals. The constructed BMI MRS explained approximately 19% of the BMI variance in PWH. Conclusions: DNAm markers and MRS are significantly linked to BMI in PWH, suggesting shared and distinct molecular mechanisms with non-HIV populations. These insights could lead to targeted interventions to reduce cardiometabolic disease risks in PWH under ART.

HIV感染者身体质量指数的表观基因组和甲基化风险评分分析。
背景/目的:接受抗逆转录病毒治疗(ART)的HIV感染者(PWH)经常体重增加,这增加了他们患2型糖尿病和心血管疾病的风险。DNA甲基化(DNAm)标记在PWH肥胖中的作用尚未得到充分研究。本研究旨在探讨体重指数(BMI)与表观遗传模式之间的关系,以更好地了解和管理PWH中与肥胖相关的风险。方法:我们对来自退伍军人老龄化队列研究的892名非裔美国男性PWH进行了一项全表观基因组关联研究(EWAS),使用线性混合模型检查BMI与DNAm的关联,调整协变量,包括可溶性CD14。我们将结果与来自非hiv个体的BMI相关dna标记物进行了比较,并使用机器学习和交叉验证方法开发了BMI的甲基化风险评分(MRS)。结果:我们确定了四个表观基因组范围内重要的CpG位点,包括RAP1B基因中的一个位点,表明PWH和非hiv个体之间共享和独特的bmi相关表观遗传标记。构建的BMI MRS解释了PWH中约19%的BMI方差。结论:DNAm标记物和MRS与PWH患者的BMI显著相关,提示与非hiv人群有共同且独特的分子机制。这些见解可能导致有针对性的干预措施,以降低抗逆转录病毒治疗下PWH患者的心脏代谢疾病风险。
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来源期刊
Epigenomes
Epigenomes GENETICS & HEREDITY-
CiteScore
3.80
自引率
0.00%
发文量
38
审稿时长
11 weeks
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