Decreased but persistent epigenetic age acceleration is associated with changes in T-cell subsets after initiation of highly active antiretroviral therapy in persons living with HIV

IF 2.8 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY Frontiers in bioinformatics Pub Date : 2024-05-24 DOI:10.3389/fbinf.2024.1356509
Mary E. Sehl, Elizabeth Crabb Breen, Roger Shih, Fengxue Li, Joshua Zhang, Peter Langfelder, Steve Horvath, Jay H. Bream, Priya Duggal, Jeremy Martinson, Steven M. Wolinsky, Otoniel Martinez-Maza, Christina M. Ramirez, Beth D. Jamieson
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引用次数: 1

Abstract

Persons living with HIV (PLWH) experience the early onset of age-related illnesses, even in the setting of successful human immunodeficiency virus (HIV) suppression with highly active antiretroviral therapy (HAART). HIV infection is associated with accelerated epigenetic aging as measured using DNA methylation (DNAm)-based estimates of biological age and of telomere length (TL).DNAm levels (Infinium MethylationEPIC BeadChip) from peripheral blood mononuclear cells from 200 PLWH and 199 HIV-seronegative (SN) participants matched on chronologic age, hepatitis C virus, and time intervals were used to calculate epigenetic age acceleration, expressed as age-adjusted acceleration residuals from 4 epigenetic clocks [Horvath’s pan-tissue age acceleration residual (AAR), extrinsic epigenetic age acceleration (EEAA), phenotypic epigenetic age acceleration (PEAA), and grim epigenetic age acceleration (GEAA)] plus age-adjusted DNAm-based TL (aaDNAmTL). Epigenetic age acceleration was compared for PLWH and SN participants at two visits: up to 1.5 years prior and 2–3 years after HAART (or equivalent visits). Flow cytometry was performed in PLWH and SN participants at both visits to evaluate T-cell subsets.Epigenetic age acceleration in PLWH decreased after the initiation of HAART but remained greater post-HAART than that in age-matched SN participants, with differences in medians of 6.6, 9.1, and 7.7 years for AAR, EEAA, and PEAA, respectively, and 0.39 units of aaDNAmTL shortening (all p < 0.001). Cumulative HIV viral load after HAART initiation was associated with some epigenetic acceleration (EEAA, PEAA, and aaDNAmTL), but even PLWH with undetectable HIV post-HAART showed persistent epigenetic age acceleration compared to SN participants (p < 0.001). AAR, EEAA, and aaDNAmTL showed significant associations with total, naïve, and senescent CD8 T-cell counts; the total CD4 T-cell counts were associated with AAR, EEAA, and PEAA (p = 0.04 to <0.001). In an epigenome-wide analysis using weighted gene co-methylation network analyses, 11 modules demonstrated significant DNAm differences pre- to post-HAART initiation. Of these, nine were previously identified as significantly different from pre- to post-HIV infection but in the opposite direction.In this large longitudinal study, we demonstrated that, although the magnitude of the difference decreases with HAART is associated with the cumulative viral load, PLWH are persistently epigenetically older than age-matched SN participants even after the successful initiation of HAART, and these changes are associated with changes in T-cell subsets.
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艾滋病毒感染者开始接受高效抗逆转录病毒疗法后,表观遗传学年龄加速度降低但持续存在,这与 T 细胞亚群的变化有关
即使在使用高效抗逆转录病毒疗法(HAART)成功抑制人类免疫缺陷病毒(HIV)的情况下,艾滋病病毒感染者(PLWH)也会提前出现与年龄相关的疾病。艾滋病病毒感染与表观遗传学老化加速有关,这是用基于 DNA 甲基化(DNAm)的生物年龄和端粒长度(TL)估算值来衡量的。200 名 PLWH 和 199 名 HIV 阴性(SN)参与者的外周血单核细胞中的 DNAm 水平(Infinium MethylationEPIC BeadChip)与年龄、丙型肝炎病毒和时间间隔相匹配,用于计算表观遗传学年龄加速度、表观遗传学年龄加速度用 4 个表观遗传学时钟[Horvath 的泛组织年龄加速度残差 (AAR)、外在表观遗传学年龄加速度 (EEAA)、表型表观遗传学年龄加速度 (PEAA) 和严峻表观遗传学年龄加速度 (GEAA)] 的年龄调整加速度残差加上基于 DNAm 的年龄调整 TL (aaDNAmTL)表示。对 PLWH 和 SN 参与者的表观遗传学年龄加速进行了两次访问比较:HAART 前 1.5 年和 HAART 后 2-3 年(或同等访问)。HAART启动后,PLWH参与者的表观遗传学年龄加速度下降,但HAART后仍大于年龄匹配的SN参与者,AAR、EEAA和PEAA的中位数分别相差6.6年、9.1年和7.7年,aaDNAmTL缩短了0.39个单位(所有P<0.001)。开始 HAART 后累积的 HIV 病毒载量与一些表观遗传学加速(EEAA、PEAA 和 aaDNAmTL)有关,但与 SN 参与者相比,即使在 HAART 后检测不到 HIV 的 PLWH 也表现出持续的表观遗传学年龄加速(p < 0.001)。AAR、EEAA和aaDNAmTL与CD8 T细胞总数、幼稚细胞总数和衰老细胞总数有显著关联;CD4 T细胞总数与AAR、EEAA和PEAA有关联(p = 0.04至<0.001)。在利用加权基因共甲基化网络分析进行的全表观基因组分析中,有 11 个模块显示出启动 HAART 前后 DNAm 的显著差异。在这项大型纵向研究中,我们证明,虽然HAART导致的差异幅度减小与累积病毒载量有关,但即使在成功启动HAART后,PLWH患者的表观遗传学年龄仍持续高于年龄匹配的SN参与者,而且这些变化与T细胞亚群的变化有关。
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