Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE #3049, Atlanta, GA, 30322, USA.
Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA.
Clin Epigenetics. 2024 Nov 2;16(1):152. doi: 10.1186/s13148-024-01763-2.
Inflammation underlies many conditions causing excess morbidity and mortality among people with HIV (PWH). A handful of single-trait epigenome-wide association studies (EWAS) have suggested that inflammation is associated with DNA methylation (DNAm) among PWH. Multi-trait EWAS may further improve statistical power and reveal pathways in common between different inflammatory markers. We conducted single-trait EWAS of three inflammatory markers (soluble CD14, D-dimers and interleukin-6) in the Veterans Aging Cohort Study (n = 920). The study population was all male PWH with an average age of 51 years, and 82.3% self-reported as Black. We then applied two multi-trait EWAS methods-CPASSOC and OmniTest-to combine single-trait EWAS results. CPASSOC and OmniTest identified 189 and 157 inflammation-associated DNAm sites, respectively, of which 112 overlapped. Among the identified sites, 56% were not significant in any single-trait EWAS. Top sites were mapped to inflammation-related genes including IFITM1, PARP9 and STAT1. These genes were significantly enriched in pathways such as "type I interferon signaling" and "immune response to virus." We demonstrate that multi-trait EWAS can improve the discovery of inflammation-associated DNAm sites, genes and pathways. These DNAm sites might hold the key to addressing persistent inflammation in PWH.
在导致 HIV 感染者(PWH)发病率和死亡率过高的许多疾病中,炎症是其主要病因。少数针对单个炎症标志物的全基因组关联研究(EWAS)表明,炎症与 PWH 的 DNA 甲基化(DNAm)有关。多性状 EWAS 可能进一步提高统计能力,并揭示不同炎症标志物之间共同的途径。我们在退伍军人老龄化队列研究(n = 920)中对三种炎症标志物(可溶性 CD14、D-二聚体和白细胞介素-6)进行了单性状 EWAS。研究人群均为平均年龄为 51 岁的男性 PWH,82.3%自报为黑人。然后,我们应用了两种多性状 EWAS 方法-CPASSOC 和 OmniTest-来结合单性状 EWAS 的结果。CPASSOC 和 OmniTest 分别鉴定出 189 个和 157 个与炎症相关的 DNAm 位点,其中 112 个重叠。在所鉴定的位点中,56%在任何单个性状 EWAS 中均不显著。排名靠前的位点映射到与炎症相关的基因,包括 IFITM1、PARP9 和 STAT1。这些基因在“I 型干扰素信号转导”和“对病毒的免疫反应”等途径中显著富集。我们证明,多性状 EWAS 可以提高与炎症相关的 DNAm 位点、基因和途径的发现能力。这些 DNAm 位点可能是解决 PWH 持续炎症的关键。