Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA, USA.
Institute for Quantitative and Computational Biosciences - The Collaboratory, University of California Los Angeles, Los Angeles, CA, USA.
Epigenetics. 2024 Dec;19(1):2408843. doi: 10.1080/15592294.2024.2408843. Epub 2024 Oct 3.
Cytomegalovirus (CMV) infection and reactivation in solid organ transplant (SOT) recipients increases the risk of viremia, graft failure and death. Clinical studies of CMV serostatus indicate that donor positive recipient negative (D/R) patients have greater viremia risk than D/R. The majority of patients are R having intermediate serologic risk. To characterize the long-term impact of CMV infection and assess viremia risk, we sought to measure the effects of CMV on the recipient immune epigenome. Specifically, we profiled DNA methylation in 156 individuals before lung or kidney transplant. We found that the methylome of CMV positive SOT recipients is hyper-methylated at associated with neural development and Polycomb group (PcG) protein binding, and hypo-methylated at regions critical for the maturation of lymphocytes. In addition, we developed a machine learning-based model to predict the recipient CMV serostatus after correcting for cell type composition and ancestry. This CMV episcore measured at baseline in R individual stratifies viremia risk accurately in the lung transplant cohort, and along with serostatus the CMV episcore could be a potential biomarker for identifying R patients at high viremia risk.
巨细胞病毒(CMV)感染和再激活增加了实体器官移植(SOT)受者发生病毒血症、移植物失功和死亡的风险。CMV 血清学状态的临床研究表明,与 D/R 患者相比,供体阳性受者阴性(D/R)患者具有更高的病毒血症风险。大多数患者的血清学风险处于中等水平。为了描述 CMV 感染的长期影响并评估病毒血症风险,我们试图测量 CMV 对受者免疫表观基因组的影响。具体来说,我们在肺或肾移植前对 156 个人进行了 DNA 甲基化分析。我们发现,CMV 阳性 SOT 受者的甲基组在与神经发育和多梳组(PcG)蛋白结合相关的区域呈超甲基化,而在淋巴细胞成熟关键区域呈低甲基化。此外,我们开发了一种基于机器学习的模型,用于在纠正细胞类型组成和祖源后预测受者的 CMV 血清学状态。该 R 个体的基线 CMV 评分在肺移植队列中准确地分层了病毒血症风险,并且与血清学状态一起,CMV 评分可能是识别高病毒血症风险 R 患者的潜在生物标志物。