An epigenetic human cytomegalovirus infection score predicts viremia risk in seropositive lung transplant recipients
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<sup>+</sup>/R<sup>-</sup>) patients have greater viremia risk than D<sup>-</sup>/R<sup>-</sup>. The majority of patients are R<sup>+</sup> 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 <i>loci</i> 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<sup>+</sup> 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<sup>+</sup> patients at high viremia risk.
Authors
- Harry Pickering (ORCID: https://orcid.org/0000-0003-2348-5410)
- Matteo Pellegrini (ORCID: https://orcid.org/0000-0001-9355-9564)
- Fei‐Man Hsu (ORCID: https://orcid.org/0000-0002-9901-7464)
- John R. Greenland (ORCID: https://orcid.org/0000-0003-1422-8367)
- Elaine F. Reed (ORCID: https://orcid.org/0000-0002-3524-545X)
- Joanna Schaenman (ORCID: https://orcid.org/0000-0003-1174-3961)
- Rashmi P. Mohanty (ORCID: https://orcid.org/0000-0002-8985-5309)
- Michael J. Thompson (ORCID: https://orcid.org/0000-0002-2914-1080)
- Liudmilla Rubbi
Institutions
- QB3 (US)
- University of California, Los Angeles (US)
- University of California, San Francisco (US)
Publication Details
- Journal
- Epigenetics
- Published
- 2024-10-03
- DOI
- https://doi.org/10.1080/15592294.2024.2408843
- Citations
- 2
- Primary Topic
- Cytomegalovirus and herpesvirus research
- Type
- article
- Field-Weighted Citation Impact
- 0.77
Funders
- U.S. Department of Veterans Affairs
- Office of Research and Development
- National Institutes of Health
- National Heart, Lung, and Blood Institute
- Institute for Digital Research and Education, University of California, Los Angeles