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Steinbrink JM, Miller C, Myers RA, Sanoff S, Mazur A, Burke TW, Byrns J, Jackson AM, Luo X, McClain MT. Transcriptional responses define dysregulated immune activation in Hepatitis C (HCV)-naïve recipients of HCV-infected donor kidneys. PLoS One 2023; 18:e0280602. [PMID: 36701416 PMCID: PMC9879532 DOI: 10.1371/journal.pone.0280602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 01/03/2023] [Indexed: 01/27/2023] Open
Abstract
Renal transplantation from hepatitis C (HCV) nucleic acid amplification test-positive (NAAT-positive) donors to uninfected recipients has greatly increased the organ donation pool. However, there is concern for adverse outcomes in these recipients due to dysregulated immunologic activation secondary to active inflammation from acute viremia at the time of transplantation. This includes increased rates of cytomegalovirus (CMV) DNAemia and allograft rejection. In this study, we evaluate transcriptional responses in circulating leukocytes to define the character, timing, and resolution of this immune dysregulation and assess for biomarkers of adverse outcomes in transplant patients. We enrolled 67 renal transplant recipients (30 controls, 37 HCV recipients) and performed RNA sequencing on serial samples from one, 3-, and 6-months post-transplant. CMV DNAemia and allograft rejection outcomes were measured. Least absolute shrinkage and selection operator was utilized to develop gene expression classifiers predictive of clinical outcomes. Acute HCV incited a marked transcriptomic response in circulating leukocytes of renal transplant recipients in the acute post-transplant setting, despite the presence of immunosuppression, with 109 genes significantly differentially expressed compared to controls. These HCV infection-associated genes were reflective of antiviral immune pathways and generally resolved by the 3-month timepoint after sustained viral response (SVR) for HCV. Differential gene expression was also noted from patients who developed CMV DNAemia or allograft rejection compared to those who did not, although transcriptomic classifiers could not accurately predict these outcomes, likely due to sample size and variable time-to-event. Acute HCV infection incites evidence of immune activation and canonical antiviral responses in the human host even in the presence of systemic immunosuppression. After treatment of HCV with antiviral therapy and subsequent aviremia, this immune activation resolves. Changes in gene expression patterns in circulating leukocytes are associated with some clinical outcomes, although larger studies are needed to develop accurate predictive classifiers of these events.
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Affiliation(s)
- Julie M. Steinbrink
- Division of Infectious Diseases, Department of Medicine, Duke University Medical Center, Durham, NC, United States of America
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
- * E-mail:
| | - Cameron Miller
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
| | - Rachel A. Myers
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
| | - Scott Sanoff
- Division of Nephrology, Department of Medicine, Duke University Medical Center, Durham, NC, United States of America
| | - Anna Mazur
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
| | - Thomas W. Burke
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
| | - Jennifer Byrns
- Department of Pharmacy, Duke University Medical Center, Durham, NC, United States of America
| | - Annette M. Jackson
- Departments of Surgery and Immunology, Duke University, Durham, NC, United States of America
| | - Xunrong Luo
- Division of Nephrology, Department of Medicine, Duke University Medical Center, Durham, NC, United States of America
| | - Micah T. McClain
- Division of Infectious Diseases, Department of Medicine, Duke University Medical Center, Durham, NC, United States of America
- Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University, Durham, NC, United States of America
- Division of Infectious Diseases, Durham Veterans Affairs Health Care System, Durham, NC, United States of America
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Salman A, Koparde V, Hall CE, Jameson-Lee M, Roberts C, Serrano M, AbdulRazzaq B, Meier J, Kennedy C, Manjili MH, Spellman SR, Wijesinghe D, Hashmi S, Buck G, Qayyum R, Neale M, Reed J, Toor AA. Determining the Quantitative Principles of T Cell Response to Antigenic Disparity in Stem Cell Transplantation. Front Immunol 2018; 9:2284. [PMID: 30364159 PMCID: PMC6193078 DOI: 10.3389/fimmu.2018.02284] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 09/14/2018] [Indexed: 11/25/2022] Open
Abstract
Alloreactivity compromising clinical outcomes in stem cell transplantation is observed despite HLA matching of donors and recipients. This has its origin in the variation between the exomes of the two, which provides the basis for minor histocompatibility antigens (mHA). The mHA presented on the HLA class I and II molecules and the ensuing T cell response to these antigens results in graft vs. host disease. In this paper, results of a whole exome sequencing study are presented, with resulting alloreactive polymorphic peptides and their HLA class I and HLA class II (DRB1) binding affinity quantified. Large libraries of potentially alloreactive recipient peptides binding both sets of molecules were identified, with HLA-DRB1 generally presenting a greater number of peptides. These results are used to develop a quantitative framework to understand the immunobiology of transplantation. A tensor-based approach is used to derive the equations needed to determine the alloreactive donor T cell response from the mHA-HLA binding affinity and protein expression data. This approach may be used in future studies to simulate the magnitude of expected donor T cell response and determine the risk for alloreactive complications in HLA matched or mismatched hematopoietic cell and solid organ transplantation.
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Affiliation(s)
- Ali Salman
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Vishal Koparde
- Virginia Commonwealth University Center for the Study of Biological Complexity, Virginia Commonwealth University, Richmond, VA, United States
| | - Charles E. Hall
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Max Jameson-Lee
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Catherine Roberts
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Myrna Serrano
- Virginia Commonwealth University Center for the Study of Biological Complexity, Virginia Commonwealth University, Richmond, VA, United States
| | - Badar AbdulRazzaq
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Jeremy Meier
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
| | - Caleb Kennedy
- Center for International Blood and Marrow Transplant Research, Minneapolis, MN, United States
| | - Masoud H. Manjili
- Department of Microbiology and Immunology, Virginia Commonwealth University, Richmond, VA, United States
| | - Stephen R. Spellman
- Center for International Blood and Marrow Transplant Research, Minneapolis, MN, United States
| | - Dayanjan Wijesinghe
- School of Pharmacy, Virginia Commonwealth University, Richmond, VA, United States
| | - Shahrukh Hashmi
- Mayo Clinic, Rochester Minnesota and King Faisal Research Hospital, Riyadh, Saudi Arabia
| | - Greg Buck
- Virginia Commonwealth University Center for the Study of Biological Complexity, Virginia Commonwealth University, Richmond, VA, United States
| | - Rehan Qayyum
- Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, United States
| | - Michael Neale
- Department of Psychiatry & Statistical Genomics, Virginia Commonwealth University, Richmond, VA, United States
| | - Jason Reed
- Department of Physics, Virginia Commonwealth University, Richmond, VA, United States
| | - Amir A. Toor
- Bone Marrow Transplant, Virginia Commonwealth University Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, United States
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Benichou G, Tonsho M, Tocco G, Nadazdin O, Madsen JC. Innate immunity and resistance to tolerogenesis in allotransplantation. Front Immunol 2012; 3:73. [PMID: 22566954 PMCID: PMC3342343 DOI: 10.3389/fimmu.2012.00073] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Accepted: 03/22/2012] [Indexed: 01/06/2023] Open
Abstract
The development of immunosuppressive drugs to control adaptive immune responses has led to the success of transplantation as a therapy for end-stage organ failure. However, these agents are largely ineffective in suppressing components of the innate immune system. This distinction has gained in clinical significance as mounting evidence now indicates that innate immune responses play important roles in the acute and chronic rejection of whole organ allografts. For instance, whereas clinical interest in natural killer (NK) cells was once largely confined to the field of bone marrow transplantation, recent findings suggest that these cells can also participate in the acute rejection of cardiac allografts and prevent tolerance induction. Stimulation of Toll-like receptors (TLRs), another important component of innate immunity, by endogenous ligands released in response to ischemia/reperfusion is now known to cause an inflammatory milieu favorable to graft rejection and abrogation of tolerance. Emerging data suggest that activation of complement is linked to acute rejection and interferes with tolerance. In summary, the conventional wisdom that the innate immune system is of little importance in whole organ transplantation is no longer tenable. The addition of strategies that target TLRs, NK cells, complement, and other components of the innate immune system will be necessary to eventually achieve long-term tolerance to human allograft recipients.
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Affiliation(s)
- Gilles Benichou
- Transplant Research Center, Massachusetts General Hospital and Harvard Medical School Boston, MA, USA
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Bergallo M, Costa C, Terlizzi ME, Astegiano S, Curtoni A, Solidoro P, Delsedime L, Cavallo R. Quantitative detection of the new polyomaviruses KI, WU and Merkel cell virus in transbronchial biopsies from lung transplant recipients. J Clin Pathol 2010; 63:722-5. [PMID: 20595181 DOI: 10.1136/jcp.2010.077966] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Recently, three new polyomaviruses-KI, WU and Merkel cell (MCV)-have been discovered and their detection has been reported in different types of specimens, including respiratory samples, suggesting their shedding in the airways. In lung graft recipients, viral agents are associated with events that may limit the success of transplantation, including organ infection/disease and allograft rejection. AIMS To evaluate the prevalence of KI, WU and MCV in transbronchial biopsies from lung transplant recipients and investigate the association with clinical and histopathological features. METHODS The quantitation of new polyomaviruses DNA by real-time PCR and association with clinical and histopathological findings were evaluated in 66 transbronchial biopsies from lung transplant recipients. Results KI, WU and MCV were detected in 9.2%, 12.3% and 33.8% of specimens, respectively; with mean viral load ranging from 81 copies/10(4) cells for WU to 258 for MCV, thus not differing from that previously reported in native lungs. No significant association with clinical and histopathological findings (including acute respiratory insufficiency, interstitial and organising pneumonia, acute and chronic rejection) was found. CONCLUSIONS Results showed a relatively high frequency of detection of the novel polyomaviruses in transbronchial biopsies from lung transplant recipients. It is likely that this accounted for the positive results found in some cases with different pathological background, although no significant association with a specific clinical and/or histopathological pattern was found.
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