Effects of highly active antiretroviral therapy initiation on epigenomic DNA methylation in persons living with HIV

IF 2.8 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY Frontiers in bioinformatics Pub Date : 2024-05-24 DOI:10.3389/fbinf.2024.1357889
Joshua Zhang, Mary E. Sehl, Roger Shih, Elizabeth Crabb Breen, Fengxue Li, Ake T. Lu, Jay H. Bream, Priya Duggal, Jeremy Martinson, Steven M. Wolinsky, Otoniel Martinez-Maza, Christina M. Ramirez, Steve Horvath, Beth D. Jamieson
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Abstract

Introduction: Highly active antiretroviral therapy (HAART) helps improve some measures of accelerated epigenetic aging in persons living with HIV (PLWH), but its overall impact on the epigenome is not fully understood.Methods: In this study, we analyzed the DNA methylation profiles of PLWH (n = 187) shortly before and approximately 2–3 years after they started HAART, as well as matched seronegative (SN) controls (n = 187), taken at two time intervals. Our aim was to identify specific CpGs and biologic pathways associated with HIV infection and initiation of HAART. Additionally, we attempted to identify epigenetic changes associated with HAART initiation that were independent of HIV-associated changes, using matched HIV seronegative (SN) controls (matched on age, hepatitis C status, and interval between visits) to identify CpGs that did not differ between PLWH and SN pre-HAART but were significantly associated with HAART initiation while being unrelated to HIV viral load. Epigenome-wide association studies (EWAS) on >850,000 CpG sites were performed using pre- and post-HAART samples from PLWH. The results were then annotated using the Genomic Regions Enrichment of Annotations Tool (GREAT).Results: When only pre- and post-HAART visits in PLWH were compared, gene ontologies related to immune function and diseases related to immune function were significant, though with less significance for PLWH with detectable HIV viral loads (>50 copies/mL) at the post-HAART visit. To specifically elucidate the effects of HAART separately from HIV-induced methylation changes, we performed EWAS of HAART while also controlling for HIV viral load, and found gene ontologies associated with transplant rejection, transplant-related diseases, and other immunologic signatures. Additionally, we performed a more focused analysis that examined CpGs reaching genome-wide significance (p < 1 × 10−7) from the viral load-controlled EWAS that did not differ between all PLWH and matched SN controls pre-HAART. These CpGs were found to be near genes that play a role in retroviral drug metabolism, diffuse large B cell lymphoma proliferation, and gastric cancer metastasis.Discussion: Overall, this study provides insight into potential biological functions associated with DNA methylation changes induced by HAART initiation in persons living with HIV.
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启动高效抗逆转录病毒疗法对艾滋病毒感染者表观基因组 DNA 甲基化的影响
导言:高活性抗逆转录病毒疗法(HAART)有助于改善艾滋病病毒感染者(PLWH)表观遗传加速衰老的某些指标,但其对表观基因组的总体影响尚不完全清楚:在这项研究中,我们分析了艾滋病病毒感染者(187 人)开始接受 HAART 治疗前不久和开始接受 HAART 治疗约 2-3 年后的 DNA 甲基化图谱,以及血清阴性(SN)对照组(187 人)在两个时间间隔内的 DNA 甲基化图谱。我们的目的是找出与 HIV 感染和开始 HAART 相关的特定 CpGs 和生物通路。此外,我们还试图利用匹配的 HIV 血清阴性 (SN) 对照组(年龄、丙型肝炎状态和就诊时间间隔匹配)来确定与 HAART 启动相关但独立于 HIV 相关变化的表观遗传学变化,从而确定在接受 HAART 治疗前 PLWH 和 SN 之间没有差异但与 HAART 启动显著相关的 CpGs,而这些变化与 HIV 病毒载量无关。利用 PLWH 在 HAART 之前和之后的样本,对超过 850,000 个 CpG 位点进行了表观基因组范围关联研究 (EWAS)。然后使用基因组区域富集注释工具(GREAT)对研究结果进行注释:结果:如果只比较接受抗逆转录病毒治疗前和接受抗逆转录病毒治疗后的 PLWH,则与免疫功能和与免疫功能相关的疾病有关的基因本体具有显著性,但对于在接受抗逆转录病毒治疗后就诊时检测到 HIV 病毒载量(>50 拷贝/毫升)的 PLWH 而言,其显著性较低。为了具体阐明 HAART 的影响与 HIV 引起的甲基化变化之间的区别,我们在控制 HIV 病毒载量的同时对 HAART 进行了 EWAS 分析,发现了与移植排斥反应、移植相关疾病和其他免疫特征相关的基因本体。此外,我们还进行了一项更有针对性的分析,研究了病毒载量控制 EWAS 中达到全基因组意义(p < 1 × 10-7)的 CpGs,这些 CpGs 在所有 PLWH 和 HART 前的匹配 SN 对照之间没有差异。这些 CpGs 位于在逆转录病毒药物代谢、弥漫大 B 细胞淋巴瘤增殖和胃癌转移中发挥作用的基因附近:总之,这项研究让我们深入了解了艾滋病病毒感染者在开始接受 HAART 治疗后 DNA 甲基化发生变化可能带来的生物学功能。
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