Sehl Mary E, Breen Elizabeth Crabb, Shih Roger, Li Fengxue, Zhang Joshua, Langfelder Peter, Horvath Steve, Bream Jay H, Duggal Priya, Martinson Jeremy, Wolinsky Steven M, Martinez-Maza Otoniel, Ramirez Christina M, Jamieson Beth D
Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States.
Department of Computational Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, United States.
Front Bioinform. 2024 May 24;4:1356509. doi: 10.3389/fbinf.2024.1356509. eCollection 2024.
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 < 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 ( < 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 ( = 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.
感染人类免疫缺陷病毒(HIV)的人(PLWH)即使在通过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,也会过早出现与年龄相关的疾病。HIV感染与基于DNA甲基化(DNAm)的生物年龄和端粒长度(TL)估计所测量的表观遗传衰老加速有关。
使用来自200名PLWH和199名在年龄、丙型肝炎病毒和时间间隔上匹配的HIV血清阴性(SN)参与者的外周血单核细胞的DNAm水平(Infinium MethylationEPIC BeadChip)来计算表观遗传年龄加速,以4种表观遗传时钟[Horvath的全组织年龄加速残差(AAR)、外在表观遗传年龄加速(EEAA)、表型表观遗传年龄加速(PEAA)和严峻表观遗传年龄加速(GEAA)]的年龄调整加速残差加上年龄调整的基于DNAm的TL(aaDNAmTL)表示。在两次就诊时比较PLWH和SN参与者的表观遗传年龄加速:HAART前至多1.5年和HAART后2 - 3年(或等效就诊)。在两次就诊时对PLWH和SN参与者进行流式细胞术以评估T细胞亚群。
HAART开始后,PLWH的表观遗传年龄加速下降,但HAART后仍高于年龄匹配的SN参与者,AAR、EEAA和PEAA的中位数差异分别为6.6、9.1和7.7岁,aaDNAmTL缩短0.39个单位(均<0.001)。HAART开始后的累积HIV病毒载量与一些表观遗传加速(EEAA、PEAA和aaDNAmTL)相关,但即使HAART后HIV检测不到的PLWH与SN参与者相比仍表现出持续的表观遗传年龄加速(<0.001)。AAR、EEAA和aaDNAmTL与总CD8 T细胞计数、初始CD8 T细胞计数和衰老CD8 T细胞计数显著相关;总CD4 T细胞计数与AAR、EEAA和PEAA相关(P = 0.04至<0.001)。在使用加权基因共甲基化网络分析的全表观基因组分析中,11个模块显示HAART开始前后存在显著的DNAm差异。其中,9个模块先前被确定在HIV感染前后有显著差异,但方向相反。
在这项大型纵向研究中,我们证明,尽管差异幅度随着HAART而减小且与累积病毒载量相关,但即使在成功开始HAART后,PLWH在表观遗传上仍比年龄匹配的SN参与者老,并且这些变化与T细胞亚群的变化相关。