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Broecker V, Toulza F, Brännström M, Ernst A, Roufosse C, Carbonnel M, Alkattan Z, Mölne J. Transcript analysis of uterus transplant cervical biopsies using the Banff Human Organ Transplant panel. Am J Transplant 2024:S1600-6135(24)00536-7. [PMID: 39216690 DOI: 10.1016/j.ajt.2024.08.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 08/10/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Uterus transplantation is being more widely implemented in clinical practice. Monitoring of rejection is routinely done for cervical biopsies and is dependent on histopathological assessment, as rejections are clinically silent and nonhistological biomarkers are missing. Until this gap is filled, it is important to corroborate the histopathological diagnosis of rejection through independent methods such as gene expression analysis. In this study, we compared our previously published scoring system for grading rejection in uterus transplant cervical biopsies to the gene expression profile in the same biopsy. For this, we used the Banff Human Organ Transplant gene panel to analyze the expression of 788 genes in 75 paraffin-embedded transplant cervical biopsies with a spectrum of histologic findings, as well as in 24 cervical biopsies from healthy controls. We found that gene expression in borderline changes did not differ from normal transplants, whereas the genes with increased expression in mild rejections overlapped with previously published rejection-associated transcripts. Moderate/severe rejection samples showed a gene expression pattern characterized by a mixture of rejection-associated and tissue injury-associated genes and a decrease in epithelial transcripts. In summary, our findings support our proposed scoring system for rejection but argue against the treatment of borderline changes.
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Affiliation(s)
- Verena Broecker
- Department of Clinical Pathology, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden; Department of Obstetrics and Gynecology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden.
| | - Frederic Toulza
- Department of Immunology and Inflammation, Imperial College, Centre for Inflammatory Disease, London, United Kingdom
| | - Mats Brännström
- Department of Obstetrics and Gynecology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Angela Ernst
- Institute of Medical Statistics and Computational Biology, University Hospital of Cologne, Germany; Institute for AI and Informatics in Medicine, Technical University of Munich, Germany
| | - Candice Roufosse
- Department of Immunology and Inflammation, Imperial College, Centre for Inflammatory Disease, London, United Kingdom
| | - Marie Carbonnel
- Department of Obstetrics and Gynecology, Foch Hospital, University of Versailles-Saint-Quentin-en-Yvelines Paris Saclay, Suresnes, France
| | - Zeinab Alkattan
- Department of Obstetrics and Gynecology, Halland Hospital, Varberg, Region Halland, Sweden
| | - Johan Mölne
- Department of Clinical Pathology, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden; Institute of Biomedicine, Department of Laboratory Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden
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Chichelnitskiy E, Goldschmidt I, Ruhl L, Rübsamen N, Jaeger VK, Karch A, Beushausen K, Keil J, Götz JK, D'Antiga L, Debray D, Hierro L, Kelly D, McLin V, Pawlowska J, Mikolajczyk RT, Bravi M, Klaudel-Dreszler M, Demir Z, Lloyd C, Korff S, Baumann U, Falk CS. Plasma immune signatures can predict rejection-free survival in the first year after pediatric liver transplantation. J Hepatol 2024:S0168-8278(24)00367-2. [PMID: 38821361 DOI: 10.1016/j.jhep.2024.05.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 05/06/2024] [Accepted: 05/17/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND & AIMS After pediatric liver transplantation (pLT), children undergo life-long immunosuppression since reliable biomarkers for the assessment of rejection probability are scarce. In the multicenter (n = 7) prospective clinical cohort "ChilSFree" study, we aimed to characterize longitudinal dynamics of soluble and cellular immune mediators during the first year after pLT and identify early biomarkers associated with outcome. METHODS Using a Luminex-based multiplex technique paired with flow cytometry, we characterized longitudinal dynamics of soluble immune mediators (SIMs, n = 50) and immune cells in the blood of 244 patients at eight visits over 1 year: before, and 7/14/21/28 days and 3/6/12 months after pLT. RESULTS The unsupervised clustering of patients based on SIM profiles revealed six unique SIM signatures associated with clinical outcome. From three signatures linked to improved outcome, one was associated with 1-year-long rejection-free survival and stable graft function and was characterized by low levels of pro-inflammatory SIMs (CXCL8/9/10/12, CCL7, SCGF-β, sICAM-1), and high levels of regenerative (SCF, TNF-β) and pro-apoptotic (TRAIL) SIMs (all, p <0.001, fold change >100). Of note, this SIM signature appeared 2 weeks after pLT and remained stable over the entire year, pointing towards its potential as a novel early biomarker for minimizing or weaning immunosuppression. In the blood of these patients, a higher frequency of CD56bright natural killer cells (p <0.01), a known hallmark also associated with operationally tolerant pLT patients, was detected. The concordance of the model for prediction of rejection based on identified SIM signatures was 0.715, and 0.795, in combination with living-related transplantation as a covariate, respectively. CONCLUSIONS SIM blood signatures may enable the non-invasive and early assessment of rejection risks in the first year after pLT, paving the way for improved clinical management. IMPACT AND IMPLICATIONS ChilSFree represents the largest pediatric liver transplant (pLT) cohort with paired longitudinal data on soluble immune mediators (SIMs) and immune phenotyping in the first year after pLT. SIM signatures allow for the selection of rejection-free patients 2 weeks after pLT independently of patient diagnosis, sex, or age. The SIM signatures may enable the non-invasive and early assessment of rejection risks, paving the way for minimization or withdrawal of immunosuppression after pLT.
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Affiliation(s)
- Evgeny Chichelnitskiy
- Institute of Transplant Immunology, Hannover Medical School (MHH), Hannover, Germany
| | - Imeke Goldschmidt
- Division of Pediatric Gastroenterology and Hepatology, MHH, Hannover, Germany; European Pediatric Liver Transplantation Network, Germany
| | - Louisa Ruhl
- Institute of Transplant Immunology, Hannover Medical School (MHH), Hannover, Germany
| | - Nicole Rübsamen
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | - Veronika K Jaeger
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | - Andre Karch
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | - Kerstin Beushausen
- Institute of Transplant Immunology, Hannover Medical School (MHH), Hannover, Germany
| | - Jana Keil
- Institute of Transplant Immunology, Hannover Medical School (MHH), Hannover, Germany
| | - Juliane K Götz
- Division of Pediatric Gastroenterology and Hepatology, MHH, Hannover, Germany
| | - Lorenzo D'Antiga
- Pediatric Department, Hospital Papa Giovanni XXIII Bergamo, Italy; European Pediatric Liver Transplantation Network, Germany; Department of Medicine and Surgery, University of Milano - Bicocca, 20126 Milan, Italy
| | - Dominique Debray
- Pediatric liver unit, Hôpital Necker-Enfants Malades, Paris, France; European Pediatric Liver Transplantation Network, Germany
| | - Loreto Hierro
- Hospital Infantil Universitario La Paz, Madrid, Spain; European Pediatric Liver Transplantation Network, Germany
| | - Deirdre Kelly
- Birmingham Women's & Children's Hospital, and University of Birmingham, UK; European Pediatric Liver Transplantation Network, Germany
| | - Valerie McLin
- Swiss Pediatric Liver Center, Department of Pediatrics, Gynecology, and Obstetrics, University Hospitals Geneva, University of Geneva, Geneva, Switzerland; European Pediatric Liver Transplantation Network, Germany
| | - Joanna Pawlowska
- Department of Gastroenterology, Hepatology, Nutritional Disorders, and Pediatrics, The Children's Memorial Health Institute, Warsaw, Poland
| | - Rafael T Mikolajczyk
- Institute of Medical Epidemiology, Biostatistics and Medical Informatics, University of Halle, Halle, Germany
| | - Michela Bravi
- Pediatric Department, Hospital Papa Giovanni XXIII Bergamo, Italy; European Pediatric Liver Transplantation Network, Germany
| | - Maja Klaudel-Dreszler
- Department of Gastroenterology, Hepatology, Nutritional Disorders, and Pediatrics, The Children's Memorial Health Institute, Warsaw, Poland
| | - Zeynep Demir
- Pediatric liver unit, Hôpital Necker-Enfants Malades, Paris, France; European Pediatric Liver Transplantation Network, Germany
| | - Carla Lloyd
- Birmingham Women's & Children's Hospital, and University of Birmingham, UK; European Pediatric Liver Transplantation Network, Germany
| | - Simona Korff
- Swiss Pediatric Liver Center, Department of Pediatrics, Gynecology, and Obstetrics, University Hospitals Geneva, University of Geneva, Geneva, Switzerland; European Pediatric Liver Transplantation Network, Germany
| | - Ulrich Baumann
- Division of Pediatric Gastroenterology and Hepatology, MHH, Hannover, Germany; European Pediatric Liver Transplantation Network, Germany
| | - Christine S Falk
- Institute of Transplant Immunology, Hannover Medical School (MHH), Hannover, Germany; German Centre for Infection Research, TTU-IICH Hannover, Hannover, Germany.
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3
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Xiong Z, Yang Z, Wang Q, Li T. Global research hotspots and trends of acute rejection after liver transplantation from 1988 to 2022: a bibliometric analysis. Front Pharmacol 2024; 15:1357468. [PMID: 38694927 PMCID: PMC11061468 DOI: 10.3389/fphar.2024.1357468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/05/2024] [Indexed: 05/04/2024] Open
Abstract
Background: Acute rejection (AR) is the predominant form of rejection observed in liver transplantation and plays a crucial role in transplant immunology. This study aims to utilize bibliometric analysis to understand the status quo, hotspots, and future trends of research on AR after liver transplantation. Methods: We searched the Web of Science Core Collection (WoSCC) for studies on AR after liver transplantation published from 1988 to 2022. The Bibliometric Online Analysis Platform, VOSviewer, and CiteSpace were used for analysis of all extracted publications. Results: This study included 2,398 articles published in 456 journals by 12,568 authors from 1,965 institutions in 55 countries/regions. The United States and its affiliated institution, the University of Pittsburgh, were the most productive contributors. Transplantation (n = 12,435) was the most frequently cited journal. Neuhaus P (n = 38) was the highest output author, and Demetris AJ (n = 670) was the most co-cited author. The research hotspots of AR after liver transplantation include pathogenesis, immunosuppressive therapy, and prognosis. Emerging research directions include regulatory T cells, immunosuppression minimization, intra-patient variability (IPV) of tacrolimus, and novel non-invasive diagnostic markers. Conclusion: Our study utilized bibliometric methods to analyze the study of AR after liver transplantation over the past 35 years. With the prolonged survival of liver transplant recipients, the most active areas currently focus on individualized treatment and improving patient prognosis. Minimizing adverse reactions to immunosuppressive therapy while simultaneously avoiding an increase in the risk of AR remains a future research focus.
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Affiliation(s)
- Zhiwei Xiong
- Department of Liver Transplantation, The Second Xiang-ya Hospital, Central South University, Changsha, China
| | - Zhen Yang
- The Intractable Diseases Diagnosis and Treatment Center for Liver, Gallbladder, Pancreas and Intestine, Department of Hepatobiliary Surgery, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Qiuguo Wang
- Department of Cardiovascular Surgery, The Second Xiang-ya Hospital, Central South University, Changsha, China
| | - Ting Li
- Department of Liver Transplantation, The Second Xiang-ya Hospital, Central South University, Changsha, China
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4
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Haller W, Hodson J, Brown R, Lloyd C, Hubscher S, McKiernan P, Kelly D. The role of immunosuppression in long-term graft hepatitis and fibrosis after paediatric liver transplant - comparison of two treatment protocols. FRONTIERS IN TRANSPLANTATION 2023; 1:1042676. [PMID: 38994383 PMCID: PMC11235287 DOI: 10.3389/frtra.2022.1042676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/22/2022] [Indexed: 07/13/2024]
Abstract
Background and aims We have previously demonstrated high rates of chronic allograft hepatitis and fibrosis in liver transplant patients on long-term cyclosporine monotherapy. We subsequently changed practice to add low-dose prednisolone to maintenance treatment with tacrolimus post-transplant. The aim of the study was to assess the impact of the immunosuppression change on graft histopathology. Methods Patients treated in this era (Tac + Pred, 2000-2009, N = 128) were compared to a historical cohort, who had been maintained on a steroid-free, cyclosporine-based regime (CSA-Only, 1985-1996, N = 129). Protocol liver biopsies and laboratory tests were performed five- and ten-years post-transplant in both groups. Results Compared to CSA-Only, the Tac + Pred cohort had significantly lower rates of chronic hepatitis (CH) at five (20% vs. 44%, p < 0.001) and ten (15% vs. 67%, p < 0.001) years post-transplant, with similar trends observed in inflammation and fibrosis at five years. The Tac + Pred cohort also had significantly lower hepatic transaminases and IgG levels and was less likely to be autoantibody positive at both time points. However, the degree of graft fibrosis at ten years did not differ significantly between eras (p = 0.356). Conclusion Increased immunosuppression effectively reduced chronic allograft hepatitis and fibrosis at five years, suggesting it is an immunologically driven variant of rejection. However, there was no significant reduction in the degree of fibrosis at ten years, indicating a multifactorial origin for long term graft fibrosis.
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Affiliation(s)
- Wolfram Haller
- Department of Gastroenterology & Nutrition, Birmingham Woman's and Children's Hospital NHS Foundation Trust, Birmingham, United Kingdom
- Institute of Clinical Sciences, University of Birmingham, Birmingham, United Kingdom
| | - James Hodson
- Research Development and Innovation, Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Rachel Brown
- Department of Cellular Pathology, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Carla Lloyd
- Liver Unit, Birmingham Woman's and Children's Hospital NHS Foundation Trust, Birmingham, United Kingdom
| | - Stefan Hubscher
- Department of Cellular Pathology, Queen Elizabeth Hospital, Birmingham, United Kingdom
- Institute for Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Patrick McKiernan
- Liver Unit, Birmingham Woman's and Children's Hospital NHS Foundation Trust, Birmingham, United Kingdom
| | - Deirdre Kelly
- Liver Unit, Birmingham Woman's and Children's Hospital NHS Foundation Trust, Birmingham, United Kingdom
- Institute for Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
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5
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Cui B, Chen XJ, Sun J, Li SP, Zhou GP, Sun LY, Wei L, Zhu ZJ. Dendritic cells originating exosomal miR-193b-3p induces regulatory T cells to alleviate liver transplant rejection. Int Immunopharmacol 2023; 114:109541. [PMID: 36700764 DOI: 10.1016/j.intimp.2022.109541] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/29/2022] [Accepted: 12/01/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Exosomes exert considerable influence in mediating regulatory T (Treg) cells differentiation, which attach great importance to attenuating acute cellular rejection after liver transplantation (LT). And, miRNAs are known to play essential roles in cell-cell communication delivered by exosomes. However, the function of exosomal miRNAs in regulating Treg cells after LT remains unknown. Here, we performed an expression profiling analysis of exosome-miRNAs from human plasma after LT and investigated their immunoregulatory effects on Treg cells. METHODS Fifty-eight LT patients and nine donors were included in this report. miRNA profiles in plasma exosomes were analyzed using next-generation sequencing. Flow cytometry, HE and multiplex immunofluorescent staining were used to identify Treg cells in the liver and peripheral blood. A lentiviral vector system was used to overexpress miR-193b-3p in dendritic cells (DCs), and exosomes isolated from these transfected cells were co-cultured with spleen lymphocytesin vitro. A quantitative Real-time PCR and enzyme-linked immunosorbent assay were used to detect the expression of cytokines. RESULTS Treg cell infiltration was increased in the liver along with Th17 and CD8+ T cell, and it was down-regulated in peripheral blood in the acute rejection group. High-throughput sequencing revealed that miR-193b-3p was markedly up-regulated in plasma exosomes of non-rejection LT patients. The NLRP3 inflammasome was screened as a target for miR-193b-3p based on target prediction and functional enrichment analyses. Exosomal miR-193b-3p derived from DCs increased Treg cells as demonstrated in vitro. miR-193b-3p overexpression down-regulated NLRP3 as well as the inflammatory cytokines IL-1β and IL-17A while increasing levels of the cytokines IL-10 and TGF-β. CONCLUSION DC derived exosomal miR-193b-3p promoted Treg cells by inhibiting NLRP3 expression. These findings not only provide a new perspective on the mechanisms, but also hold great promise for the treatment or prevention of liver allograft rejection.
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Affiliation(s)
- Bin Cui
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Department of Neurosurgery, Aviation General Hospital, Beijing 100012, China
| | - Xiao-Jie Chen
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China
| | - Jie Sun
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China
| | - Shi-Peng Li
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China
| | - Guang-Peng Zhou
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China
| | - Li-Ying Sun
- Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China; Department of Critical Liver Diseases, Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China
| | - Lin Wei
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China
| | - Zhi-Jun Zhu
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing 101100, China; Clinical Center for Pediatric Liver Transplantation, Capital Medical University, Beijing 101100, China; National Clinical Research Center for Digestive Diseases, Beijing 101100, China.
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6
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Harrington C, Krishnan S, Mack CL, Cravedi P, Assis DN, Levitsky J. Noninvasive biomarkers for the diagnosis and management of autoimmune hepatitis. Hepatology 2022; 76:1862-1879. [PMID: 35611859 PMCID: PMC9796683 DOI: 10.1002/hep.32591] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/29/2022] [Accepted: 03/30/2022] [Indexed: 01/07/2023]
Abstract
Autoimmune hepatitis (AIH) is a rare disease of unclear etiology characterized by loss of self-tolerance that can lead to liver injury, cirrhosis, and acute liver failure. First-line treatment consists of systemic corticosteroids, or budesonide, and azathioprine, to which most patients are initially responsive, although predictors of response are lacking. Relapses are very common, correlate with histological activity despite normal serum transaminases, and increase hepatic fibrosis. Furthermore, current regimens lead to adverse effects and reduced quality of life, whereas medication titration is imprecise. Biomarkers that can predict the clinical course of disease, identify patients at elevated risk for relapse, and improve monitoring and medication dosing beyond current practice would have high clinical value. Herein, we review novel candidate biomarkers in adult and pediatric AIH based on prespecified criteria, including gene expression profiles, proteins, metabolites, and immune cell phenotypes in different stages of AIH. We also discuss biomarkers relevant to AIH from other immune diseases. We conclude with proposed future directions in which biomarker implementation into clinical practice could lead to advances in personalized therapeutic management of AIH.
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Affiliation(s)
- Claire Harrington
- Division of Gastroenterology & HepatologyNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Swathi Krishnan
- Medicine DepartmentYale School of MedicineNew HavenConnecticutUSA
| | - Cara L. Mack
- Section of Pediatric Gastroenterology, Hepatology & Nutrition, Children's Hospital ColoradoUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Paolo Cravedi
- Division of NephrologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - David N. Assis
- Section of Digestive DiseasesYale School of MedicineNew HavenConnecticutUSA
| | - Josh Levitsky
- Division of Gastroenterology & HepatologyNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
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7
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Taner T, Bruner J, Emaumaullee J, Bonaccorsi-Riani E, Zarrinpar A. New Approaches to the Diagnosis of Rejection and Prediction of Tolerance in Liver Transplantation. Transplantation 2022; 106:1952-1962. [PMID: 35594482 PMCID: PMC9529763 DOI: 10.1097/tp.0000000000004160] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Immunosuppression after liver transplantation is essential for preventing allograft rejection. However, long-term drug toxicity and associated complications necessitate investigation of immunosuppression minimization and withdrawal protocols. Development of such protocols is hindered by reliance on current paradigms for monitoring allograft function and rejection status. The current standard of care for diagnosis of rejection is histopathologic assessment and grading of liver biopsies in accordance with the Banff Rejection Activity Index. However, this method is limited by cost, sampling variability, and interobserver variation. Moreover, the invasive nature of biopsy increases the risk of patient complications. Incorporating noninvasive techniques may supplement existing methods through improved understanding of rejection causes, hepatic spatial architecture, and the role of idiopathic fibroinflammatory regions. These techniques may also aid in quantification and help integrate emerging -omics analyses with current assessments. Alternatively, emerging noninvasive methods show potential to detect and distinguish between different types of rejection while minimizing risk of adverse advents. Although biomarkers have yet to replace biopsy, preliminary studies suggest that several classes of analytes may be used to detect rejection with greater sensitivity and in earlier stages than traditional methods, possibly when coupled with artificial intelligence. Here, we provide an overview of the latest efforts in optimizing the diagnosis of rejection in liver transplantation.
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Affiliation(s)
- Timucin Taner
- Departments of Surgery & Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Julia Bruner
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Juliet Emaumaullee
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Eliano Bonaccorsi-Riani
- Abdominal Transplant Unit, Cliniques Universitaires Saint Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Ali Zarrinpar
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL, USA
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8
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Levitsky J, Kandpal M, Guo K, Zhao L, Kurian S, Whisenant T, Abecassis M. Prediction of Liver Transplant Rejection With a Biologically Relevant Gene Expression Signature. Transplantation 2022; 106:1004-1011. [PMID: 34342962 PMCID: PMC9301991 DOI: 10.1097/tp.0000000000003895] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/21/2021] [Accepted: 05/31/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Noninvasive biomarkers distinguishing early immune activation before acute rejection (AR) could more objectively inform immunosuppression management in liver transplant recipients (LTRs). We previously reported a genomic profile distinguishing LTR with AR versus stable graft function. This current study includes key phenotypes with other causes of graft dysfunction and uses a novel random forest approach to augment the specificity of predicting and diagnosing AR. METHODS Gene expression results in LTRs with AR versus non-AR (combination of other causes of graft dysfunction and normal function) were analyzed from single and multicenter cohorts. A 70:30 approach (61 ARs; 162 non-ARs) was used for training and testing sets. Microarray data were normalized using a LT-specific vector. RESULTS Random forest modeling on the training set generated a 59-probe classifier distinguishing AR versus non-AR (area under the curve 0.83; accuracy 0.78, sensitivity 0.70, specificity 0.81, positive predictive value 0.54, negative predictive value [NPV] 0.89; F-score 0.61). Using a locked threshold, the classifier performed well on the testing set (accuracy 0.72, sensitivity 0.67, specificity 0.73, positive predictive value 0.48, NPV 0.86; F-score 0.56). Probability scores increased in samples preceding AR versus non-AR, when liver function tests were normal, and decreased following AR treatment (P < 0.001). Ingenuity pathway analysis of the genes revealed a high percentage related to immune responses and liver injury. CONCLUSIONS We have developed a blood-based biologically relevant biomarker that can be detected before AR-associated graft injury distinct from LTR never developing AR. Given its high NPV ("rule out AR"), the biomarker has the potential to inform precision-guided immunosuppression minimization in LTRs.
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Affiliation(s)
- Josh Levitsky
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Manoj Kandpal
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Kexin Guo
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lihui Zhao
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Sunil Kurian
- Scripps Clinic Bio-Repository and Bio-Informatics Core, Scripps Green Hospital, La Jolla, CA
| | - Thomas Whisenant
- Center for Computational Biology and Bioinformatics, School of Medicine, University of California San Diego, San Diego, CA
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9
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Ningappa M, Rahman SA, Higgs BW, Ashokkumar CS, Sahni N, Sindhi R, Das J. A network-based approach to identify expression modules underlying rejection in pediatric liver transplantation. Cell Rep Med 2022; 3:100605. [PMID: 35492246 PMCID: PMC9044102 DOI: 10.1016/j.xcrm.2022.100605] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 12/19/2021] [Accepted: 03/23/2022] [Indexed: 10/27/2022]
Abstract
Selecting the right immunosuppressant to ensure rejection-free outcomes poses unique challenges in pediatric liver transplant (LT) recipients. A molecular predictor can comprehensively address these challenges. Currently, there are no well-validated blood-based biomarkers for pediatric LT recipients before or after LT. Here, we discover and validate separate pre- and post-LT transcriptomic signatures of rejection. Using an integrative machine learning approach, we combine transcriptomics data with the reference high-quality human protein interactome to identify network module signatures, which underlie rejection. Unlike gene signatures, our approach is inherently multivariate and more robust to replication and captures the structure of the underlying network, encapsulating additive effects. We also identify, in an individual-specific manner, signatures that can be targeted by current anti-rejection drugs and other drugs that can be repurposed. Our approach can enable personalized adjustment of drug regimens for the dominant targetable pathways before and after LT in children.
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Affiliation(s)
- Mylarappa Ningappa
- Department of Surgery and Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Syed A Rahman
- Center for Systems Immunology, Departments of Immunology and Computational & Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Brandon W Higgs
- Department of Surgery and Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Chethan S Ashokkumar
- Department of Surgery and Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nidhi Sahni
- Department of Epigenetics, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA.,Department of Molecular Carcinogenesis and Bioinformatics, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA.,Department of Computational Biology, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA
| | - Rakesh Sindhi
- Department of Surgery and Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jishnu Das
- Center for Systems Immunology, Departments of Immunology and Computational & Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA
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10
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Ung N, Goldbeck C, Man C, Hoeflich J, Sun R, Barbetta A, Matasci N, Katz J, Lee JSH, Chopra S, Asgharzadeh S, Warren M, Sher L, Kohli R, Akbari O, Genyk Y, Emamaullee J. Adaptation of Imaging Mass Cytometry to Explore the Single Cell Alloimmune Landscape of Liver Transplant Rejection. Front Immunol 2022; 13:831103. [PMID: 35432320 PMCID: PMC9009043 DOI: 10.3389/fimmu.2022.831103] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 03/08/2022] [Indexed: 12/14/2022] Open
Abstract
Rejection continues to be an important cause of graft loss in solid organ transplantation, but deep exploration of intragraft alloimmunity has been limited by the scarcity of clinical biopsy specimens. Emerging single cell immunoprofiling technologies have shown promise in discerning mechanisms of autoimmunity and cancer immunobiology. Within these applications, Imaging Mass Cytometry (IMC) has been shown to enable highly multiplexed, single cell analysis of immune phenotypes within fixed tissue specimens. In this study, an IMC panel of 10 validated markers was developed to explore the feasibility of IMC in characterizing the immune landscape of chronic rejection (CR) in clinical tissue samples obtained from liver transplant recipients. IMC staining was highly specific and comparable to traditional immunohistochemistry. A single cell segmentation analysis pipeline was developed that enabled detailed visualization and quantification of 109,245 discrete cells, including 30,646 immune cells. Dimensionality reduction identified 11 unique immune subpopulations in CR specimens. Most immune subpopulations were increased and spatially related in CR, including two populations of CD45+/CD3+/CD8+ cytotoxic T-cells and a discrete CD68+ macrophage population, which were not observed in liver with no rejection (NR). Modeling via principal component analysis and logistic regression revealed that single cell data can be utilized to construct statistical models with high consistency (Wilcoxon Rank Sum test, p=0.000036). This study highlights the power of IMC to investigate the alloimmune microenvironment at a single cell resolution during clinical rejection episodes. Further validation of IMC has the potential to detect new biomarkers, identify therapeutic targets, and generate patient-specific predictive models of clinical outcomes in solid organ transplantation.
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Affiliation(s)
- Nolan Ung
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Cameron Goldbeck
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Cassandra Man
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Julianne Hoeflich
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Ren Sun
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Arianna Barbetta
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Naim Matasci
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Jonathan Katz
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Jerry S. H. Lee
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Chemical Engineering and Material Sciences, University of Southern California, Los Angeles, CA, United States
| | - Shefali Chopra
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pathology, University of Southern California, Los Angeles, CA, United States
| | - Shahab Asgharzadeh
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pediatrics, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Mika Warren
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pathology, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Linda Sher
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Rohit Kohli
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pediatrics, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Omid Akbari
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Molecular Microbiology and Immunology, University of Southern California, Los Angeles, CA, United States
| | - Yuri Genyk
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Juliet Emamaullee
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Molecular Microbiology and Immunology, University of Southern California, Los Angeles, CA, United States
- *Correspondence: Juliet Emamaullee,
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11
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Levitsky J, Kandpal M, Guo K, Kleiboeker S, Sinha R, Abecassis M. Donor-derived cell-free DNA levels predict graft injury in liver transplant recipients. Am J Transplant 2022; 22:532-540. [PMID: 34510731 DOI: 10.1111/ajt.16835] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 08/15/2021] [Accepted: 09/02/2021] [Indexed: 01/25/2023]
Abstract
Donor-derived cell-free DNA (dd-cfDNA) has been evaluated as a rejection marker in organ transplantation. This study sought to assess the utility of dd-cfDNA to diagnose graft injury in liver transplant recipients (LTR) and as a predictive biomarker prior to different causes of graft dysfunction. Plasma from single and multicenter LTR cohorts was analyzed for dd-cfDNA. Phenotypes of treated biopsy-proven acute rejection (AR, N = 57), normal function (TX, N = 94), and acute dysfunction no rejection (ADNR; N = 68) were divided into training and test sets. In the training set, dd-cfDNA was significantly different between AR versus TX (AUC 0.95, 5.3% cutoff) and AR versus ADNR (AUC 0.71, 20.4% cutoff). Using these cutoffs in the test set, the accuracy and NPV were 87% and 100% (AR vs. TX) and 66.7% and 87.8% (AR vs. ADNR). Blood samples collected serially from LTR demonstrated incremental elevations in dd-cfDNA prior to the onset of graft dysfunction (AR > ADNR), but not in TX. Dd-cfDNA also decreased following treatment of rejection. In conclusion, the serial elevation of dd-cfDNA identifies pre-clinical graft injury in the context of normal liver function tests and is greatest in rejection. This biomarker may help detect early signs of graft injury and rejection to inform LTR management strategies.
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Affiliation(s)
- Josh Levitsky
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Manoj Kandpal
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Biostatistics Collaboration Center, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Kexin Guo
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Biostatistics Collaboration Center, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Rohita Sinha
- Eurofins Viracor Clinical Diagnostics, Lee's Summit, Missouri
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12
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Vionnet J, Miquel R, Abraldes JG, Wall J, Kodela E, Lozano JJ, Ruiz P, Navasa M, Marshall A, Nevens F, Gelson W, Leithead J, Masson S, Jaeckel E, Taubert R, Tachtatzis P, Eurich D, Simpson KJ, Bonaccorsi-Riani E, Feng S, Bucuvalas J, Ferguson J, Quaglia A, Sidorova J, Elstad M, Douiri A, Sánchez-Fueyo A. Non-invasive alloimmune risk stratification of long-term liver transplant recipients. J Hepatol 2021; 75:1409-1419. [PMID: 34437910 DOI: 10.1016/j.jhep.2021.08.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 07/26/2021] [Accepted: 08/03/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND & AIMS Management of long-term immunosuppression following liver transplantation (LT) remains empirical. Surveillance liver biopsies in combination with transcriptional profiling could overcome this challenge by identifying recipients with active alloimmune-mediated liver damage despite normal liver tests, but this approach lacks applicability. Our aim was to investigate the utility of non-invasive tools for the stratification of stable long-term survivors of LT, according to their immunological risk and need for immunosuppression. METHODS We conducted a cross-sectional multicentre study of 190 adult LT recipients assessed to determine their eligibility to participate in an immunosuppression withdrawal trial. Patients had stable liver allograft function and had been transplanted for non-autoimmune non-replicative viral liver disease >3 years before inclusion. We performed histological, immunogenetic and serological studies and measured the intrahepatic transcript levels of an 11-gene classifier highly specific for T cell-mediated rejection (TCMR). RESULTS In this cohort, 35.8% of patients harboured clinically silent fibro-inflammatory liver lesions (13.7% had mild damage and 22.1% had moderate-to-severe damage). The severity of liver allograft damage was positively associated with TCMR-related transcripts, class II donor-specific antibodies (DSAs), ALT, AST, and liver stiffness measurement (LSM), and negatively correlated with serum creatinine and tacrolimus trough levels. Liver biopsies were stratified according to their TCMR transcript levels using a cut-off derived from biopsies with clinically significant TCMR. Two multivariable prediction models, integrating ALT+LSM or ALT+class II DSAs, had a high discriminative capacity for classifying patients with or without alloimmune damage. The latter model performed well in an independent cohort of 156 liver biopsies obtained from paediatric liver recipients with similar inclusion/exclusion criteria. CONCLUSION ALT, class II DSAs and LSM are valuable tools to non-invasively identify stable LT recipients without significant underlying alloimmunity who could benefit from minimisation of immunosuppression. LAY SUMMARY A large proportion of liver transplant patients with normal liver tests have inflammatory liver lesions, which in 17% of cases are molecularly indistinguishable from those seen at the time of rejection. ALT, class II donor-specific antibodies and liver stiffness are useful in identifying patients with this form of subclinical rejection. We propose these markers as a useful tool to help clinicians determine if the immunosuppression administered is adequate.
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Affiliation(s)
- Julien Vionnet
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom; Transplantation Center and Service of Gastroenterology and Hepatology, University Hospital of Lausanne, Lausanne, Switzerland
| | - Rosa Miquel
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom; Liver Histopathology Laboratory, King's College Hospital, London, United Kingdom
| | - Juan G Abraldes
- Liver Unit, Division of Gastroenterology, Centre of Excellence for Gastrointestinal Inflammation and Immunity Research, University of Alberta, Edmonton, Canada
| | - Jurate Wall
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom
| | - Elisavet Kodela
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom
| | - Juan-Jose Lozano
- Bioinformatic Platform, Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III, Spain
| | | | | | | | | | - Will Gelson
- Addenbrooke's Hospital, Cambridge, United Kingdom
| | | | - Steven Masson
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | | | | | | | | | | | | | - Sandy Feng
- Division of Transplantation, Department of Surgery, University of California San Francisco, San Francisco, CA, USA
| | - John Bucuvalas
- Mount Sinai Kravis Children's Hospital and Recanati/Miller Transplantation Institute, Mount Sinai Health System, New York, NY, USA
| | | | | | - Julia Sidorova
- Instituto de Tecnología del Conocimiento (ITC), Campus Somosaguas, Universidad Complutense, Madrid, Spain
| | - Maria Elstad
- School of Population Health and Environmental Sciences, King's College London, London, United Kingdom
| | - Abdel Douiri
- School of Population Health and Environmental Sciences, King's College London, London, United Kingdom
| | - Alberto Sánchez-Fueyo
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom.
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13
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Appenzeller-Herzog C, Hartleif S, Vionnet J. Clinical parameters and biomarkers predicting spontaneous operational tolerance after liver transplantation: A scoping review. Am J Transplant 2021; 21:3312-3323. [PMID: 33783969 DOI: 10.1111/ajt.16585] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 03/19/2021] [Accepted: 03/21/2021] [Indexed: 01/25/2023]
Abstract
Indefinite allograft acceptance after immunosuppression withdrawal (ISW), also known as operational tolerance (OT), can occur spontaneously after liver transplantation (LT), but reliable and reproducible prognosis of OT versus non-OT outcomes remains elusive. To prime this, systematic extraction of OT-predictive factors from the literature is crucial. We provide the first comprehensive identification and synthesis of clinical parameters and biomarkers predicting spontaneous OT in non-autoimmune/non-replicative viral LT recipients selected for ISW. We searched Embase, Medline, the Cochrane Central Register of Controlled Trials, clinicaltrials.gov, and the World Health Organization International Clinical Trials Registry Platform for articles, conference abstracts, and ongoing trials. We contacted principal investigators of stand-alone abstracts and ongoing trials for unpublished data and screened citations and references of eligible articles. Twenty-three articles reporting on 11 completed ISW studies, 13 abstracts, and five trial registry entries were included. Longer time between LT and ISW was the only clinical parameter that may increase the incidence of OT. Prognostic biomarkers conspicuously differed between pediatric and adult ISW candidates. These included allograft gene expression patterns and peripheral blood immune exhaustion markers for adults, and histological allograft scores for children. Our results will foster cross-validation efforts to facilitate safe and harmonized candidate selection for successful ISW.
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Affiliation(s)
| | - Steffen Hartleif
- University Hospital Tübingen, Pediatric Gastroenterology and Hepatology, Stuttgart, Germany
| | - Julien Vionnet
- Institute of Liver Studies, King's College Hospital, London, UK.,Transplantation Centre, University Hospital of Lausanne and University of Lausanne, Lausanne, Switzerland.,Service of Gastroenterology and Hepatology, University Hospital of Lausanne and University of Lausanne, Lausanne, Switzerland
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14
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Feng S, Bucuvalas JC, Mazariegos GV, Magee JC, Sanchez-Fueyo A, Spain KM, Lesniak A, Kanaparthi S, Perito E, Venkat VL, Burrell BE, Alonso EM, Bridges ND, Doo E, Gupta NA, Himes RW, Ikle D, Jackson AM, Lobritto SJ, Jose Lozano J, Martinez M, Ng VL, Rand EB, Sherker AH, Sundaram SS, Turmelle YP, Wood-Trageser M, Demetris AJ. Efficacy and Safety of Immunosuppression Withdrawal in Pediatric Liver Transplant Recipients: Moving Toward Personalized Management. Hepatology 2021; 73:1985-2004. [PMID: 32786149 DOI: 10.1002/hep.31520] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 07/13/2020] [Accepted: 07/26/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIMS Tolerance is transplantation's holy grail, as it denotes allograft health without immunosuppression and its toxicities. Our aim was to determine, among stable long-term pediatric liver transplant recipients, the efficacy and safety of immunosuppression withdrawal to identify operational tolerance. APPROACH AND RESULTS We conducted a multicenter, single-arm trial of immunosuppression withdrawal over 36-48 weeks. Liver tests were monitored biweekly (year 1), monthly (year 2), and bimonthly (years 3-4). For-cause biopsies were done at investigators' discretion but mandated when alanine aminotransferase or gamma glutamyltransferase exceeded 100 U/L. All subjects underwent final liver biopsy at trial end. The primary efficacy endpoint was operational tolerance, defined by strict biochemical and histological criteria 1 year after stopping immunosuppression. Among 88 subjects (median age 11 years; 39 boys; 57 deceased donor grafts), 33 (37.5%; 95% confidence interval [CI] 27.4%, 48.5%) were operationally tolerant, 16 were nontolerant by histology (met biochemical but failed histological criteria), and 39 were nontolerant by rejection. Rejection, predicted by subtle liver inflammation in trial entry biopsies, typically (n = 32) occurred at ≤32% of the trial-entry immunosuppression dose and was treated with corticosteroids (n = 32) and/or tacrolimus (n = 38) with resolution (liver tests within 1.5 times the baseline) for all but 1 subject. No death, graft loss, or chronic, severe, or refractory rejection occurred. Neither fibrosis stage nor the expression level of a rejection gene set increased over 4 years for either tolerant or nontolerant subjects. CONCLUSIONS Immunosuppression withdrawal showed that 37.5% of selected pediatric liver-transplant recipients were operationally tolerant. Allograft histology did not deteriorate for either tolerant or nontolerant subjects. The timing and reversibility of failed withdrawal justifies future trials exploring the efficacy, safety, and potential benefits of immunosuppression minimization.
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Affiliation(s)
- Sandy Feng
- Division of Transplantation, Department of Surgery, University of California San Francisco, San Francisco, CA
| | - John C Bucuvalas
- Mount Sinai Kravis Children's Hospital and Recanati/Miller Transplantation Institute, Mount Sinai Health System, New York, NY
| | - George V Mazariegos
- Hillman Center for Pediatric Transplantation, Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - John C Magee
- Section of Transplant Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI
| | | | | | - Andrew Lesniak
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA
| | | | - Emily Perito
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, University of California San Francisco, San Francisco, CA
| | - Veena L Venkat
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, University of Pittsburgh Medical Center, Children's Hospital of Pittsburgh, Pittsburgh, PA
| | | | - Estella M Alonso
- Siragusa Transplantation Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Nancy D Bridges
- Transplantation Branch, Division of Allergy, Immunology, and Transplantation, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Edward Doo
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD
| | - Nitika A Gupta
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - Ryan W Himes
- Section of Gastroenterology, Hepatology, and Nutrition, Texas Children's Hospital, Houston, TX
| | | | | | - Steven J Lobritto
- Center for Liver Diseases and Transplantation, Department of Surgery, Columbia University Irving Medical Center, New York, NY
| | - Juan Jose Lozano
- Bioinformatic Platform, Biomedical Research Center in Hepatic and Digestive Diseases, Instituto de Salud Carlos III, Barcelona, Spain
| | - Mercedes Martinez
- Center for Liver Diseases and Transplantation, Department of Surgery, Columbia University Irving Medical Center, New York, NY
| | - Vicky L Ng
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Transplant and Regenerative Medicine Center, The Hospital for Sick Children, University of Toronto, Toronto, OH, Canada
| | - Elizabeth B Rand
- Liver Transplant Program, The Children's Hospital of Pennsylvania, Philadelphia, PA
| | - Averell H Sherker
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD
| | - Shikha S Sundaram
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, CO
| | - Yumirle P Turmelle
- Division of Gastroenterology, Hepatology, and Nutrition, Washington University School of Medicine, St. Louis, MO
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15
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Gül-Klein S, Kästner A, Haber PK, Krenzien F, Wabitsch S, Krannich A, Andreou A, Eurich D, Tacke F, Horst D, Pratschke J, Schmelzle M. Recurrence of Hepatocellular Carcinoma After Liver Transplantation is Associated with Episodes of Acute Rejections. J Hepatocell Carcinoma 2021; 8:133-143. [PMID: 33777855 PMCID: PMC7987264 DOI: 10.2147/jhc.s292010] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 01/21/2021] [Indexed: 12/24/2022] Open
Abstract
Purpose The impact of acute rejection (AR) after liver transplantation (LT) for hepatocellular carcinoma (HCC) on patient outcome is uncertain. This aim of this study is to investigate whether AR is associated with HCC relapse and overall survival. Patients and Methods Patients undergoing LT for HCC between 2001 and 2015 were retrospectively analyzed with regard to histopathological proven AR within the median time until recurrence. Cox’s regression analysis was conducted revealing risk factors for HCC recurrence. Results HCC recurred in 47 of 252 analyzed patients with a median time to recurrence of 20 months. Patients with AR (28.6%) had a significantly higher frequency of recurrence compared to patients without AR (13.0%, p=0.002). Multiple Cox regression analyses identified AR within 20 months to be an independent risk factor for HCC recurrence both as dichotomized (HR=2.91, 95%CI: 1.30–6.53; p=0.009) and as a continuous variable (HR=1.81, 95%CI: 1.28–2.54; p=0.001). HCC recurrence and AR were associated with higher grades of liver fibrosis one year after LT, when compared to patients without AR (p=0.019). Conclusion Our results demonstrate an association of AR with HCC recurrence after LT with implications for intervals of monitoring in tumor surveillance. Graft fibrosis and immune mechanisms are potentially related and causal interactions are worth further investigation.
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Affiliation(s)
- Safak Gül-Klein
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Anika Kästner
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Philipp Konstantin Haber
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Felix Krenzien
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Simon Wabitsch
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Alexander Krannich
- Clinical Study Center, Clinical Trial Office, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Andreas Andreou
- Division of Acute Care Surgery, Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Dennis Eurich
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Frank Tacke
- Department of Hepatology/Gastroenterology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - David Horst
- Institute of Pathology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Johann Pratschke
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Moritz Schmelzle
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
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16
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Thomson AW, Vionnet J, Sanchez-Fueyo A. Understanding, predicting and achieving liver transplant tolerance: from bench to bedside. Nat Rev Gastroenterol Hepatol 2020; 17:719-739. [PMID: 32759983 DOI: 10.1038/s41575-020-0334-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/11/2020] [Indexed: 02/07/2023]
Abstract
In the past 40 years, liver transplantation has evolved from a high-risk procedure to one that offers high success rates for reversal of liver dysfunction and excellent patient and graft survival. The liver is the most tolerogenic of transplanted organs; indeed, immunosuppressive therapy can be completely withdrawn without rejection of the graft in carefully selected, stable long-term liver recipients. However, in other recipients, chronic allograft injury, late graft failure and the adverse effects of anti-rejection therapy remain important obstacles to improved success. The liver has a unique composition of parenchymal and immune cells that regulate innate and adaptive immunity and that can promote antigen-specific tolerance. Although the mechanisms underlying liver transplant tolerance are not well understood, important insights have been gained into how the local microenvironment, hepatic immune cells and specific molecular pathways can promote donor-specific tolerance. These insights provide a basis for the identification of potential clinical biomarkers that might correlate with tolerance or rejection and for the development of novel therapeutic targets. Innovative approaches aimed at promoting immunosuppressive drug minimization or withdrawal include the adoptive transfer of donor-derived or recipient-derived regulatory immune cells to promote liver transplant tolerance. In this Review, we summarize and discuss these developments and their implications for liver transplantation.
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Affiliation(s)
- Angus W Thomson
- Thomas E. Starzl Transplantation Institute, Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA. .,Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Julien Vionnet
- Institute of Liver Studies, Medical Research Council (MRC) Centre for Transplantation, School of Immunology and Infectious Diseases, King's College London University, King's College Hospital, London, UK.,Transplantation Center, University Hospital of Lausanne, Lausanne, Switzerland.,Service of Gastroenterology and Hepatology, University Hospital of Lausanne, Lausanne, Switzerland
| | - Alberto Sanchez-Fueyo
- Institute of Liver Studies, Medical Research Council (MRC) Centre for Transplantation, School of Immunology and Infectious Diseases, King's College London University, King's College Hospital, London, UK
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17
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Kohut TJ, Barandiaran JF, Keating BJ. Genomics and Liver Transplantation: Genomic Biomarkers for the Diagnosis of Acute Cellular Rejection. Liver Transpl 2020; 26:1337-1350. [PMID: 32506790 DOI: 10.1002/lt.25812] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Revised: 04/26/2020] [Accepted: 05/18/2020] [Indexed: 02/07/2023]
Abstract
Acute cellular rejection (ACR) is a common complication in liver transplantation recipients (LTRs), especially within the first 12 months, and it is associated with increased morbidity and mortality. Although abnormalities in standard liver biochemistries may raise the clinical suspicion for ACR, it lacks specificity, and invasive liver biopsies, which are associated with numerous risks, are required for definitive diagnoses. Biomarker discovery for minimally invasive tools for diagnosis and prognostication of ACR after liver transplantation (LT) has become a rapidly evolving field of research with a recent shift in focus to omics-based biomarker discovery. Although none are yet ready to replace the standard of care, there are several promising minimally invasive, blood-derived biomarkers that are under intensive research for the diagnosis of ACR in LTRs. These omics-based biomarkers, encompassing DNA, RNA, proteins, and metabolites, hold tremendous potential. Some are likely to become integrated into ACR diagnostic algorithms to assist clinical decision making with a high degree of accuracy that is cost-effective and reduces or even obviates the need for an invasive liver biopsy.
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Affiliation(s)
- Taisa J Kohut
- Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, PA.,The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Jose F Barandiaran
- Department of General Surgery, Main Line Health System, Lankenau Medical Center, Wynnewood, PA
| | - Brendan J Keating
- Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, PA
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18
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Ruiz P, Millán O, Ríos J, Díaz A, Sastre L, Colmenero J, Crespo G, Brunet M, Navasa M. MicroRNAs 155-5p, 122-5p, and 181a-5p Identify Patients With Graft Dysfunction Due to T Cell-Mediated Rejection After Liver Transplantation. Liver Transpl 2020; 26:1275-1286. [PMID: 32615025 DOI: 10.1002/lt.25842] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 06/05/2020] [Accepted: 06/14/2020] [Indexed: 12/11/2022]
Abstract
MicroRNAs (miRNAs) are small noncoding RNAs that can be detected in plasma and whose expression is associated with pathological processes. The role of miRNAs in the noninvasive diagnosis of T cell-mediated rejection (TCMR) after liver transplantation (LT) is unclear. Thus, we aimed to assess the effectiveness of a panel of 4 miRNAs (155-5p, 122-5p, 181a-5p, and 148-3p) in diagnosing TCMR in LT recipients with graft dysfunction (GD), and we compared its accuracy with previously published tests for diagnosing TCMR based on routine laboratory parameters. From a prospective cohort of 145 patients followed during the first year after transplant, 49 developed GD and underwent a liver biopsy and plasma collection for miRNA analysis using quantitative real-time polymerase chain reaction. Patients with GD due to TCMR (n = 21) exhibited significantly higher (P < 0.001) expression of miRNA 155-5p (2.05 versus 0.07), 122-5p (19.36 versus 1.66), and 181a-5p (1.33 versus 0.37) compared with those with GD from other causes (n = 28). The area under the receiver operating characteristic curve of miRNAs 155-5p, 122-5p, and 181a-5p for the diagnosis of TCMR was 0.87, 0.91, and 0.89, respectively, significantly higher than those of the other noninvasive tests (P < 0.001). Furthermore, miRNA 155-5p identified all patients who presented TCMR during the first 2 weeks after transplant. miRNA plasmatic expression differentiates TCMR from other causes of GD in patients who have undergone LT and may be a useful tool in clinical practice.
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Affiliation(s)
- Pablo Ruiz
- Liver Transplant Unit, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Olga Millán
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Jose Ríos
- Pathology Department, Biochemical Diagnostic Centre, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain.,Biostatistics Unit, Faculty of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Alba Díaz
- Medical Statistics Core Facility, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Lydia Sastre
- Liver Transplant Unit, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Jordi Colmenero
- Liver Transplant Unit, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Gonzalo Crespo
- Liver Transplant Unit, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Mercè Brunet
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Miquel Navasa
- Liver Transplant Unit, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
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19
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DSA Are Associated With More Graft Injury, More Fibrosis, and Upregulation of Rejection-associated Transcripts in Subclinical Rejection. Transplantation 2020; 104:551-561. [PMID: 31651790 DOI: 10.1097/tp.0000000000003034] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Subclinical T cell-mediated rejection (subTCMR) is commonly found after liver transplantation and has a good short-term prognosis, even when it is left untreated. Donor-specific antibodies (DSA) are putatively associated with a worse prognosis for recipient and graft after liver transplantation. METHODS To assess the immune regulation in subTCMR grafts, gene expression of 93 transcripts for graft injury, tolerance, and immune regulation was analyzed in 77 biopsies with "no histologic rejection" (NHR; n = 25), "clinical TCMR" (cTMCR; n = 16), and subTCMR (n = 36). In addition, all available subTCMR biopsies (n = 71) were tested for DSA with bead assays. RESULTS SubTCMR showed heterogeneous and intermediate expression profiles of transcripts that were upregulated in cTCMR. Graft gene expression suggested a lower activation of effector lymphocytes and a higher activation of regulatory T cells in grafts with subTCMR compared to cTCMR. DSA positivity in subTCMR was associated with histological evidence of more severe graft inflammation and fibrosis. This more severe DSA+ associated graft injury in subTCMR was converged with an upregulation of cTCMR-associated transcripts. In nonsupervised analysis, DSA positive subTCMR mostly clustered together with cTCMR, while DSA negative subTCMR clustered together with NHR. CONCLUSIONS T cell-mediated rejection seems to form a continuum of alloimmune activation. Although subTCMR exhibited less expression of TCMR-associated transcript, DSA positivity in subTCMR was associated with an upregulation of rejection-associated transcripts. The identification of DSA positive subclinical rejection might help to define patients with more inflammation in the graft and development of fibrosis.
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20
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Mengel M, Loupy A, Haas M, Roufosse C, Naesens M, Akalin E, Clahsen‐van Groningen MC, Dagobert J, Demetris AJ, Duong van Huyen J, Gueguen J, Issa F, Robin B, Rosales I, Von der Thüsen JH, Sanchez‐Fueyo A, Smith RN, Wood K, Adam B, Colvin RB. Banff 2019 Meeting Report: Molecular diagnostics in solid organ transplantation-Consensus for the Banff Human Organ Transplant (B-HOT) gene panel and open source multicenter validation. Am J Transplant 2020; 20:2305-2317. [PMID: 32428337 PMCID: PMC7496585 DOI: 10.1111/ajt.16059] [Citation(s) in RCA: 117] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/19/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023]
Abstract
This meeting report from the XV Banff conference describes the creation of a multiorgan transplant gene panel by the Banff Molecular Diagnostics Working Group (MDWG). This Banff Human Organ Transplant (B-HOT) panel is the culmination of previous work by the MDWG to identify a broadly useful gene panel based on whole transcriptome technology. A data-driven process distilled a gene list from peer-reviewed comprehensive microarray studies that discovered and validated their use in kidney, liver, heart, and lung transplant biopsies. These were supplemented by genes that define relevant cellular pathways and cell types plus 12 reference genes used for normalization. The 770 gene B-HOT panel includes the most pertinent genes related to rejection, tolerance, viral infections, and innate and adaptive immune responses. This commercially available panel uses the NanoString platform, which can quantitate transcripts from formalin-fixed paraffin-embedded samples. The B-HOT panel will facilitate multicenter collaborative clinical research using archival samples and permit the development of an open source large database of standardized analyses, thereby expediting clinical validation studies. The MDWG believes that a pathogenesis and pathway based molecular approach will be valuable for investigators and promote therapeutic decision-making and clinical trials.
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Affiliation(s)
- Michael Mengel
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
| | - Alexandre Loupy
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Mark Haas
- Department of Pathology and Laboratory MedicineCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Candice Roufosse
- Department of Immunology and InflammationImperial College London and North West London PathologyLondonUK
| | - Maarten Naesens
- Department of Microbiology, Immunology and TransplantationKU LeuvenLeuvenBelgium,Department of NephrologyUniversity Hospitals LeuvenLeuvenBelgium
| | - Enver Akalin
- Montefiore‐Einstein Center for TransplantationMontefiore Medical CenterBronxNew YorkUSA
| | | | - Jessy Dagobert
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Anthony J. Demetris
- Department of PathologyUniversity of Pittsburgh Medical CenterMontefiore, PittsburghPennsylvaniaUSA
| | - Jean‐Paul Duong van Huyen
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Juliette Gueguen
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Fadi Issa
- Nuffield Department of Surgical SciencesUniversity of OxfordOxfordUK
| | - Blaise Robin
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Ivy Rosales
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | | | | | - Rex N. Smith
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Kathryn Wood
- Nuffield Department of Surgical SciencesUniversity of OxfordOxfordUK
| | - Benjamin Adam
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
| | - Robert B. Colvin
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
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21
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Levitsky J, Asrani SK, Schiano T, Moss A, Chavin K, Miller C, Guo K, Zhao L, Kandpal M, Bridges N, Brown M, Armstrong B, Kurian S, Demetris AJ, Abecassis M. Discovery and validation of a novel blood-based molecular biomarker of rejection following liver transplantation. Am J Transplant 2020; 20:2173-2183. [PMID: 32356368 PMCID: PMC7496674 DOI: 10.1111/ajt.15953] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 02/28/2020] [Accepted: 04/13/2020] [Indexed: 02/06/2023]
Abstract
Noninvasive biomarker profiles of acute rejection (AR) could affect the management of liver transplant (LT) recipients. Peripheral blood was collected following LT for discovery (Northwestern University [NU]) and validation (National Institute of Allergy and Infectious Diseases Clinical Trials in Organ Transplantation [CTOT]-14 study). Blood gene profiling was paired with biopsies showing AR or ADNR (acute dysfunction no rejection) as well as stable graft function samples (Transplant eXcellent-TX). CTOT-14 subjects had serial collections prior to AR, ADNR, TX, and after AR treatment. NU cohort gene expression (46 AR, 45 TX) was analyzed using random forest models to generate a classifier training set (36 gene probe) distinguishing AR vs TX (area under the curve 0.92). The algorithm and threshold were locked and tested on the CTOT-14 validation cohort (14 AR, 50 TX), yielding an accuracy of 0.77, sensitivity 0.57, specificity 0.82, positive predictive value (PPV) 0.47, and negative predictive value (NPV) 0.87 for AR vs TX. The probability score line slopes were positive preceding AR, and negative preceding TX and non-AR (TX + ADNR) (P ≤ .001) and following AR treatment. In conclusion, we have developed a blood biomarker diagnostic for AR that can be detected prior to AR-associated graft injury as well a normal graft function (non-AR). Further studies are needed to evaluate its utility in precision-guided immunosuppression optimization following LT.
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Affiliation(s)
- Josh Levitsky
- Comprehensive Transplant CenterNorthwestern University Feinberg School of MedicineChicagoIllinois,Division of Gastroenterology and HepatologyDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinois
| | - Sumeet K. Asrani
- Annette C. and Harold C. Simmons Transplant InstituteBaylor University Medical CenterDallasTexas
| | | | | | | | | | - Kexin Guo
- Comprehensive Transplant CenterNorthwestern University Feinberg School of MedicineChicagoIllinois,Biostatistics Collaboration CenterDepartment of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIllinois
| | - Lihui Zhao
- Comprehensive Transplant CenterNorthwestern University Feinberg School of MedicineChicagoIllinois,Biostatistics Collaboration CenterDepartment of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIllinois
| | - Manoj Kandpal
- Comprehensive Transplant CenterNorthwestern University Feinberg School of MedicineChicagoIllinois,Biostatistics Collaboration CenterDepartment of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIllinois
| | - Nancy Bridges
- Division of Allergy, Immunology, and TransplantationNational Institute of Allergy and Infectious DiseasesBethesdaMaryland
| | - Merideth Brown
- Division of Allergy, Immunology, and TransplantationNational Institute of Allergy and Infectious DiseasesBethesdaMaryland
| | | | - Sunil Kurian
- The Scripps Research InstituteLa JollaCalifornia
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22
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Madill-Thomsen K, Abouljoud M, Bhati C, Ciszek M, Durlik M, Feng S, Foroncewicz B, Francis I, Grąt M, Jurczyk K, Klintmalm G, Krasnodębski M, McCaughan G, Miquel R, Montano-Loza A, Moonka D, Mucha K, Myślak M, Pączek L, Perkowska-Ptasińska A, Piecha G, Reichman T, Sanchez-Fueyo A, Tronina O, Wawrzynowicz-Syczewska M, Więcek A, Zieniewicz K, Halloran PF. The molecular diagnosis of rejection in liver transplant biopsies: First results of the INTERLIVER study. Am J Transplant 2020; 20:2156-2172. [PMID: 32090446 DOI: 10.1111/ajt.15828] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 02/07/2020] [Accepted: 02/09/2020] [Indexed: 01/25/2023]
Abstract
Molecular diagnosis of rejection is emerging in kidney, heart, and lung transplant biopsies and could offer insights for liver transplant biopsies. We measured gene expression by microarrays in 235 liver transplant biopsies from 10 centers. Unsupervised archetypal analysis based on expression of previously annotated rejection-related transcripts identified 4 groups: normal "R1normal " (N = 129), T cell-mediated rejection (TCMR) "R2TCMR " (N = 37), early injury "R3injury " (N = 61), and fibrosis "R4late " (N = 8). Groups differed in median time posttransplant, for example, R3injury 99 days vs R4late 3117 days. R2TCMR biopsies expressed typical TCMR-related transcripts, for example, intense IFNG-induced effects. R3injury displayed increased expression of parenchymal injury transcripts (eg, hypoxia-inducible factor EGLN1). R4late biopsies showed immunoglobulin transcripts and injury-related transcripts. R2TCMR correlated with histologic rejection although with many discrepancies, and R4late with fibrosis. R2TCMR , R3injury , and R4late correlated with liver function abnormalities. Supervised classifiers trained on histologic rejection showed less agreement with histology than unsupervised R2TCMR scores. No confirmed cases of clinical antibody-mediated rejection (ABMR) were present in the population, and strategies that previously revealed ABMR in kidney and heart transplants failed to reveal a liver ABMR phenotype. In conclusion, molecular analysis of liver transplant biopsies detects rejection, has the potential to resolve ambiguities, and could assist with immunosuppressive management.
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Affiliation(s)
| | | | - Chandra Bhati
- Virginia Commonwealth University, Richmond, Virginia, USA
| | - Michał Ciszek
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | - Magdalena Durlik
- Department of Transplant Medicine, Nephrology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | - Sandy Feng
- University of California San Francisco, San Francisco, California, USA
| | - Bartosz Foroncewicz
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | | | - Michał Grąt
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Krzysztof Jurczyk
- Department of Infectious Diseases, Hepatology and Liver Transplantation, Pomeranian Medical University, Szczecin, Poland
| | | | - Maciej Krasnodębski
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Geoff McCaughan
- Centenary Research Institute, Australian National Liver Transplant Unit, Royal Prince Alfred Hospital, The University of Sydney, Sydney, NSW, Australia
| | | | | | | | - Krzysztof Mucha
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | - Marek Myślak
- Department of Clinical Interventions, Department of Nephrology and Kidney, Transplantation, SPWSZ Hospital, Pomeranian Medical University, Szczecin, Poland
| | - Leszek Pączek
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | | | - Grzegorz Piecha
- Department of Nephrology, Transplantation and Internal Medicine, Medical University of Silesia, Katowice, Poland
| | | | | | - Olga Tronina
- Department of Transplant Medicine, Nephrology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
| | - Marta Wawrzynowicz-Syczewska
- Department of Infectious Diseases, Hepatology and Liver Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Więcek
- Department of Nephrology, Transplantation and Internal Medicine, Medical University of Silesia, Katowice, Poland
| | - Krzysztof Zieniewicz
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Philip F Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, Alberta, Canada.,University of Alberta, Edmonton, Alberta, Canada
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23
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Levitsky J, Burrell BE, Kanaparthi S, Turka LA, Kurian S, Sanchez-Fueyo A, Lozano JJ, Demetris A, Lesniak A, Kirk AD, Stempora L, Yang GY, Mathew JM. Immunosuppression Withdrawal in Liver Transplant Recipients on Sirolimus. Hepatology 2020; 72:569-583. [PMID: 31721246 PMCID: PMC7217743 DOI: 10.1002/hep.31036] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 11/06/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS As conversion from calcineurin inhibitor to sirolimus (SRL), a mechanistic target of rapamycin inhibitor (mTOR-I), has been shown to enhance immunoregulatory profiles in liver transplant (LT) recipients (LTRs), mTOR-I therapy might allow for increased success of immunosuppression (IS) withdrawal. Our aim was to determine if operational tolerance could be observed in LTRs withdrawn from SRL and if blood/graft tolerance biomarkers were predictive of successful withdrawal. APPROACH AND RESULTS We performed a prospective trial of SRL monotherapy withdrawal in nonimmune, nonviremic LTRs > 3 years post-LT. SRL was weaned over ~6 months, and biopsies were performed 12 months postweaning or at concern for acute rejection. Twenty-one LTRs consented; 6 were excluded due to subclinical acute rejection on baseline biopsy or other reasons, and 15 underwent weaning (age 61.3 ± 8.8 years; LT to SRL weaning 6.7 ± 3 years). Eight (53%) achieved operational tolerance (TOL). Of the 7 who were nontolerant (non-TOL), 6 had mild acute rejection on biopsy near the end of weaning or at study end; 1 was removed from the trial due to liver cancer recurrence. At baseline preweaning, there were statistically increased blood tolerogenic dendritic cells and cell phenotypes correlating with chronic antigen presentation in the TOL versus non-TOL groups. A previously identified biopsy gene signature accurately predicted TOL versus non-TOL in 12/14 LTRs before weaning. At study end, biopsy staining revealed statistically significant increases in antigen-presenting cell:leukocyte pairings, FOXP3+ /CD4+ T cells, Tbet+ /CD8+ T cells, and lobular dendritic cells in the non-TOL group. CONCLUSIONS This study evaluated IS withdrawal directly from mTOR-I therapy in LTRs and achieved > 50% operational tolerance. Preweaning gene expression and peripheral blood mononuclear cell profiling may be useful as predictors of successful mTOR-I therapy withdrawal. NCT02062944.
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Affiliation(s)
- Josh Levitsky
- Northwestern University Feinberg School of Medicine, Chicago, IL
| | | | | | - Laurence A. Turka
- Immune Tolerance Network, Bethesda, MD; Massachusetts General Hospital, Boston, MA
| | - Sunil Kurian
- Scripps Clinic Bio-Repository and Transplantation Research, La Jolla, California, United States
| | | | - Juan J. Lozano
- Biomedical Research Center in Hepatic and Digestive Diseases, Carlos III Health Institute, Barcelona, Spain
| | | | | | | | | | - Guang-Yu Yang
- Northwestern University Feinberg School of Medicine, Chicago, IL
| | - James M. Mathew
- Northwestern University Feinberg School of Medicine, Chicago, IL
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24
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Urinary Cell Transcriptome Profiling and Identification of ITM2A, SLAMF6, and IKZF3 as Biomarkers of Acute Rejection in Human Kidney Allografts. Transplant Direct 2020; 6:e588. [PMID: 32766436 PMCID: PMC7377920 DOI: 10.1097/txd.0000000000001035] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 06/16/2020] [Indexed: 01/08/2023] Open
Abstract
Identification of a shared gene expression pattern between T cell–mediated rejection (TCMR) and antibody-mediated rejection (AMR) in human kidney allografts may help prioritize targets for the treatment of both types of acute rejection.
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25
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Dai H, Zheng Y, Thomson AW, Rogers NM. Transplant Tolerance Induction: Insights From the Liver. Front Immunol 2020; 11:1044. [PMID: 32582167 PMCID: PMC7289953 DOI: 10.3389/fimmu.2020.01044] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 04/30/2020] [Indexed: 12/13/2022] Open
Abstract
A comparison of pre-clinical transplant models and of solid organs transplanted in routine clinical practice demonstrates that the liver is most amenable to the development of immunological tolerance. This phenomenon arises in the absence of stringent conditioning regimens that accompany published tolerizing protocols for other organs, particularly the kidney. The unique immunologic properties of the liver have assisted our understanding of the alloimmune response and how it can be manipulated to improve graft function and survival. This review will address important findings following liver transplantation in both animals and humans, and how these have driven the understanding and development of therapeutic immunosuppressive options. We will discuss the liver's unique system of immune and non-immune cells that regulate immunity, yet maintain effective responses to pathogens, as well as mechanisms of liver transplant tolerance in pre-clinical models and humans, including current immunosuppressive drug withdrawal trials and biomarkers of tolerance. In addition, we will address innovative therapeutic strategies, including mesenchymal stem cell, regulatory T cell, and regulatory dendritic cell therapy to promote liver allograft tolerance or minimization of immunosuppression in the clinic.
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Affiliation(s)
- Helong Dai
- Department of Kidney Transplantation, The Second Xiangya Hospital of Central South University, Changsha, China.,Clinical Research Center for Organ Transplantation in Hunan Province, Changsha, China.,Clinical Immunology Center, Central South University, Changsha, China
| | - Yawen Zheng
- Department of Kidney Transplantation, The Second Xiangya Hospital of Central South University, Changsha, China.,Clinical Research Center for Organ Transplantation in Hunan Province, Changsha, China.,Clinical Immunology Center, Central South University, Changsha, China.,Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Angus W Thomson
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.,Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Natasha M Rogers
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.,Center for Transplant and Renal Research, Westmead Institute for Medical Research, Westmead, NSW, Australia.,Renal Division, Westmead Hospital, Westmead, NSW, Australia.,Westmead Clinical School, University of Sydney, Westmead, NSW, Australia
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26
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Enhancing the Value of Histopathological Assessment of Allograft Biopsy Monitoring. Transplantation 2020; 103:1306-1322. [PMID: 30768568 DOI: 10.1097/tp.0000000000002656] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Traditional histopathological allograft biopsy evaluation provides, within hours, diagnoses, prognostic information, and mechanistic insights into disease processes. However, proponents of an array of alternative monitoring platforms, broadly classified as "invasive" or "noninvasive" depending on whether allograft tissue is needed, question the value proposition of tissue histopathology. The authors explore the pros and cons of current analytical methods relative to the value of traditional and illustrate advancements of next-generation histopathological evaluation of tissue biopsies. We describe the continuing value of traditional histopathological tissue assessment and "next-generation pathology (NGP)," broadly defined as staining/labeling techniques coupled with digital imaging and automated image analysis. Noninvasive imaging and fluid (blood and urine) analyses promote low-risk, global organ assessment, and "molecular" data output, respectively; invasive alternatives promote objective, "mechanistic" insights by creating gene lists with variably increased/decreased expression compared with steady state/baseline. Proponents of alternative approaches contrast their preferred methods with traditional histopathology and: (1) fail to cite the main value of traditional and NGP-retention of spatial and inferred temporal context available for innumerable objective analyses and (2) belie an unfamiliarity with the impact of advances in imaging and software-guided analytics on emerging histopathology practices. Illustrative NGP examples demonstrate the value of multidimensional data that preserve tissue-based spatial and temporal contexts. We outline a path forward for clinical NGP implementation where "software-assisted sign-out" will enable pathologists to conduct objective analyses that can be incorporated into their final reports and improve patient care.
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27
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Jia J, Nie Y, Geng L, Li J, Liu J, Peng Y, Huang J, Xie H, Zhou L, Zheng SS. Identification of HO-1 as a novel biomarker for graft acute cellular rejection and prognosis prediction after liver transplantation. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:221. [PMID: 32309368 PMCID: PMC7154463 DOI: 10.21037/atm.2020.01.59] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background Liver transplantation (LT) is the most effective treatment for patients with end-stage liver diseases, but acute rejection is still a major concern. However, the mechanisms underlying rejection remain unclear. Biomarkers are lacking for predicting rejection and long-term survival after LT. Methods Isobaric tags for relative and absolute quantitation (iTRAQ)-based proteomics was performed between acute cellular rejection (ACR) and non-rejection recipients. The molecular signature differences and potential biomarkers were identified by comprehensive bioinformatics. Heme oxygenase-1 (HO-1) expression and its association with clinical outcomes were investigated by tissue microarrays consisted of liver specimens from recipients with (n=80) and without ACR (n=57). Results A total of 287 differentially expressed proteins (DEPs) were identified. Pathway analysis revealed that T/B cell activation, integrin/inflammation signaling pathway, etc. were significantly correlated with ACR. Through comprehensive bioinformatics, HO-1 was identified as a candidate potential biomarker for ACR. In tissue microarray (TMA) analysis, HO-1 expression was significantly higher in ACR group than in non-rejection group (P<0.01). Preoperative Child-Pugh and Meld scores were significantly higher in recipients with high HO-1 expression (P<0.01). In a mean 5-year follow-up, recipients with high HO-1 expression were associated with a shorter overall survival (P<0.05). Further multivariate analyses indicated that HO-1 could be an independent adverse prognostic factor for post-transplant survival (P=0.005). Conclusions A total of 287 DEPs were identified, providing a set of targets for further research. Recipients with high preoperative HO-1 expression were associated with ACR. HO-1 may be used as a potential biomarker for predicting the development of post-transplant allograft ACR and recipient's survival.
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Affiliation(s)
- Junjun Jia
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Yu Nie
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Lei Geng
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Jianhui Li
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Jimin Liu
- Department of Pathology and Molecular Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Yifan Peng
- Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Junjie Huang
- Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Haiyang Xie
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Lin Zhou
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Shu-Sen Zheng
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, College of Medicine, Hangzhou 310003, China.,Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Hangzhou 310003, China.,Collaborative Innovation Centers for Diagnosis Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
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Sensitization to endothelial cell antigens: Unraveling the cause or effect paradox. Hum Immunol 2019; 80:614-620. [PMID: 31054781 DOI: 10.1016/j.humimm.2019.04.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 04/02/2019] [Accepted: 04/23/2019] [Indexed: 01/03/2023]
Abstract
Anti-endothelial cell antibodies (AECAs) have been correlated with increased acute and chronic rejection across all organ types and early graft dysfunction in kidney and heart transplantation. Nevertheless, the lack of appropriate tools and clear criteria for defining injurious versus non-injurious AECAs prohibits their routine inclusion in clinical risk assessments and diagnostic algorithms for antibody mediated injury. Clinical characterization of AECAs is complicated due to the wide range of polymorphic and non-polymorphic antigens expressed across different vascular tissues and the diverse array of specificities observed between individuals. This complexity is also reflected in the broad spectrum of reported injury phenotypes. AECAs detected at time of allograft dysfunction may represent biomarkers of past vascular injury or active contributors to a current rejection process. New tools within the fields of proteomics, genomics, bioinformatics, and imaging are currently being validated and hold great promise for unraveling the AECA paradox.
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30
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Feng S, Bucuvalas JC, Demetris AJ, Burrell BE, Spain KM, Kanaparthi S, Magee JC, Ikle D, Lesniak A, Lozano JJ, Alonso EM, Bray RA, Bridges NE, Doo E, Gebel HM, Gupta NA, Himes RW, Jackson AM, Lobritto SJ, Mazariegos GV, Ng VL, Rand EB, Sherker AH, Sundaram S, Turmelle YP, Sanchez-Fueyo A. Evidence of Chronic Allograft Injury in Liver Biopsies From Long-term Pediatric Recipients of Liver Transplants. Gastroenterology 2018; 155:1838-1851.e7. [PMID: 30144432 PMCID: PMC6279538 DOI: 10.1053/j.gastro.2018.08.023] [Citation(s) in RCA: 105] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 07/26/2018] [Accepted: 08/08/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS A substantial proportion of pediatric liver transplant recipients develop subclinical chronic allograft injury. We studied whether there are distinct patterns of injury based on histopathologic features and identified associated immunologic profiles. METHODS We conducted a cross-sectional study of 157 stable, long-term pediatric recipients of transplanted livers (70 boys; > 6 years old at time of transplantation; mean, 8.9 ± 3.46 years after liver transplantation) who underwent liver biopsy analysis from August 13, 2012, through May 1, 2014. Participants had received livers from a living or deceased donor and had consistently normal results from liver tests. Liver biopsy specimens were scored by a central pathologist; an unsupervised hierarchical cluster analysis of histologic features was used to sort biopsy samples into 3 clusters. We conducted transcriptional and cytometric analyses of liver tissue samples and performed a systems biology analysis that incorporated clinical, serologic, histologic, and transcriptional data. RESULTS The mean level of alanine aminotransferase in participants was 27.6 ± 14.57 U/L, and the mean level of γ-glutamyl transferase was 17.4 ± 7.93 U/L. Cluster 1 was characterized by interface activity (n = 34), cluster 2 was characterized by periportal or perivenular fibrosis without interface activity (n = 45), and cluster 3 had neither feature (n = 78). We identified a module of genes whose expression correlated with levels of alanine aminotransferase, class II donor-specific antibody, portal inflammation, interface activity, perivenular inflammation, portal and perivenular fibrosis, and cluster assignment. The module was enriched in genes that regulate T-cell-mediated rejection (TCMR) of liver and other transplanted organs. Functional pathway analysis showed overrepresentation of TCMR gene sets for cluster 1 but not clusters 2 or 3. CONCLUSION In an analysis of biopsies from an apparently homogeneous group of stable, long-term pediatric liver transplant recipients with consistently normal liver test results, we found evidence of chronic graft injury (inflammation and/or fibrosis). Biopsy samples with interface activity had a gene expression pattern associated with TCMR.
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Affiliation(s)
- Sandy Feng
- Division of Transplantation, Department of Surgery, University of California San Francisco, San Francisco, California.
| | - John C. Bucuvalas
- Pediatric Liver Care Center, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | | | | | | | | | - John C. Magee
- Section of Transplant Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI
| | | | - Andrew Lesniak
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA
| | - Juan J. Lozano
- Biomedical Research Center in Hepatic and Digestive Diseases, Carlos III Health Institute, Barcelona, Spain
| | - Estella M. Alonso
- Siragusa Transplantation Center, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Robert A. Bray
- Department of Pathology, Emory University Hospital, Atlanta, GA
| | - Nancy E. Bridges
- Transplantation Branch; Division of Allergy, Immunology, and Transplantation, National Institute of Allergy and Infectious Diseases, Rockville, MD
| | - Edward Doo
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD; Department of Pathology, Emory University Hospital, Atlanta, GA
| | - Howard M. Gebel
- Department of Pathology, Emory University Hospital, Atlanta, GA
| | - Nitika A. Gupta
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - Ryan W. Himes
- Section of Gastroenterology, Hepatology, and Nutrition, Texas Children’s Hospital, Houston, TX
| | - Annette M. Jackson
- Division of Immunogenetics and Transplantation Immunology, Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - Steven J. Lobritto
- Center for Liver Diseases and Transplantation, Department of Surgery, Columbia University Medical Center, New York, NY
| | - George V. Mazariegos
- Hillman Center for Pediatric Transplantation, Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, PA
| | - Vicky L. Ng
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Transplant and Regenerative Medicine Center, Toronto, Ontario, Canada
| | - Elizabeth B. Rand
- Liver Transplant Program, The Children’s Hospital of Pennsylvania, Philadelphia, PA
| | - Averell H. Sherker
- Siragusa Transplantation Center, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Shikha Sundaram
- Division of Gastroenterology, Hepatology, and Nutrition, Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, CO
| | - Yumirle P. Turmelle
- Division of Gastroenterology, Hepatology, and Nutrition, St. Louis Children’s Hospital, St. Louis, MO
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Nacif LS, Kim V, Galvão F, Ono SK, Pinheiro RS, Carrilho FJ, D'Albuquerque LC. Translational medical research and liver transplantation: systematic review. Transl Gastroenterol Hepatol 2018; 3:91. [PMID: 30603727 DOI: 10.21037/tgh.2018.10.14] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 10/28/2018] [Indexed: 01/10/2023] Open
Abstract
Translational medicine has become a priority, but there is still a big difference between the arrival of new treatments and investment. Basic science should not be neglected because the translation from basic research is not sustained in the absence of basic research. The purpose of this literature review was to analyze the translational medicine in the liver transplant field: liver ischemia-reperfusion injury (IRI), immunosuppression, clinical and surgical complications, small-for-size syndrome (SFSS), rejection, and ongoing innovations (liver machine, liver preservation, artificial livers, and regenerative medicine). We performed a systematic literature review that were updated in October 2016. The searches were performed in the Cochrane Central Register of Controlled Trials and Review, PubMed/Medline, Embase, and LILACS databases. All the selected studies on the management of translational medical research in liver transplantation (LT) were analyzed. Initially the search found 773 articles. Methodological viewing and analysis of the articles, followed by the application of scientific models, including translational medicine in the liver transplant field. In conclusions, this review demonstrates the application of scientific research with translation medical benefits regarding the LT. The literature has a great tendency, improvements and investments in the study of translational medicine in LT. Innovative studies and technologies from basic science help to clarify clinical doubts. Moreover, evidence increases the importance of scientific research in quality of clinical practice care.
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Affiliation(s)
- Lucas Souto Nacif
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Vera Kim
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Flavio Galvão
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Suzane Kioko Ono
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Rafael Soares Pinheiro
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Flair José Carrilho
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Luiz Carneiro D'Albuquerque
- Disciplina de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
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Molecular profiling of subclinical inflammatory lesions in long-term surviving adult liver transplant recipients. J Hepatol 2018; 69:626-634. [PMID: 29709679 DOI: 10.1016/j.jhep.2018.04.012] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Revised: 04/11/2018] [Accepted: 04/18/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND & AIMS Subclinical inflammatory changes are commonly described in long-term transplant recipients undergoing protocol liver biopsies. The pathogenesis of these lesions remains unclear. The aim of this study was to identify the key molecular pathways driving progressive subclinical inflammatory liver allograft damage. METHODS All liver recipients followed at Hospital Clínic Barcelona who were >10 years post-transplant were screened for participation in the study. Patients with recurrence of underlying liver disease, biliary or vascular complications, chronic rejection, and abnormal liver function tests were excluded. Sixty-seven patients agreed to participate and underwent blood and serological tests, transient elastography and a liver biopsy. Transcriptome profiling was performed on RNA extracted from 49 out of the 67 biopsies employing a whole genome next generation sequencing platform. Patients were followed for a median of 6.8 years following the index liver biopsy. RESULTS Median time since transplantation to liver biopsy was 13 years (10-22). The most frequently observed histological abnormality was portal inflammation with different degrees of fibrosis, present in 45 biopsies (67%). Two modules of 102 and 425 co-expressed genes were significantly correlated with portal inflammation, interface hepatitis and portal fibrosis. These modules were enriched in molecular pathways known to be associated with T cell mediated rejection. Liver allografts showing the highest expression levels for the two modules recapitulated the transcriptional profile of biopsies with clinically apparent rejection and developed progressive damage over time, as assessed by non-invasive markers of fibrosis. CONCLUSIONS A large proportion of adult liver transplant recipients who survive long-term exhibit subclinical histological abnormalities. The transcriptomic profile of these patients' liver tissue closely resembles that of T cell mediated rejection and may result in progressive allograft damage. LAY SUMMARY A large proportion of adult liver transplant recipients who survive for a long time exhibit subclinical histological abnormalities. The expression profile (a measurement of the activity of genes) of liver tissue from a large fraction of these patients closely resembles the profile of T cell mediated rejection. Liver allografts showing the highest expression levels of rejection-related genes developed progressive damage over time.
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Halloran PF, Venner JM, Madill-Thomsen KS, Einecke G, Parkes MD, Hidalgo LG, Famulski KS. Review: The transcripts associated with organ allograft rejection. Am J Transplant 2018; 18:785-795. [PMID: 29178397 DOI: 10.1111/ajt.14600] [Citation(s) in RCA: 105] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 10/31/2017] [Accepted: 11/17/2017] [Indexed: 01/25/2023]
Abstract
The molecular mechanisms operating in human organ transplant rejection are best inferred from the mRNAs expressed in biopsies because the corresponding proteins often have low expression and short half-lives, while small non-coding RNAs lack specificity. Associations should be characterized in a population that rigorously identifies T cell-mediated (TCMR) and antibody-mediated rejection (ABMR). This is best achieved in kidney transplant biopsies, but the results are generalizable to heart, lung, or liver transplants. Associations can be universal (all rejection), TCMR-selective, or ABMR-selective, with universal being strongest and ABMR-selective weakest. Top universal transcripts are IFNG-inducible (eg, CXCL11 IDO1, WARS) or shared by effector T cells (ETCs) and NK cells (eg, KLRD1, CCL4). TCMR-selective transcripts are expressed in activated ETCs (eg, CTLA4, IFNG), activated (eg, ADAMDEC1), or IFNG-induced macrophages (eg, ANKRD22). ABMR-selective transcripts are expressed in NK cells (eg, FGFBP2, GNLY) and endothelial cells (eg, ROBO4, DARC). Transcript associations are highly reproducible between biopsy sets when the same rejection definitions, case mix, algorithm, and technology are applied, but exact ranks will vary. Previously published rejection-associated transcripts resemble universal and TCMR-selective transcripts due to incomplete representation of ABMR. Rejection-associated transcripts are never completely rejection-specific because they are shared with the stereotyped response-to-injury and innate immunity.
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Affiliation(s)
- Philip F Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Department of Medicine, Division of Nephrology and Transplant Immunology, University of Alberta, Edmonton, AB, Canada
| | - Jeffery M Venner
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
| | - Katelynn S Madill-Thomsen
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Department of Medicine, Division of Nephrology and Transplant Immunology, University of Alberta, Edmonton, AB, Canada
| | | | - Michael D Parkes
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
| | - Luis G Hidalgo
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Konrad S Famulski
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
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Early Enrichment and Restitution of the Peripheral Blood Treg Pool Is Associated With Rejection-Free Stable Immunosuppression After Liver Transplantation. Transplantation 2018; 100:e39-40. [PMID: 27326814 DOI: 10.1097/tp.0000000000001190] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Levitsky J, Feng S. Tolerance in clinical liver transplantation. Hum Immunol 2017; 79:283-287. [PMID: 29054397 DOI: 10.1016/j.humimm.2017.10.007] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 10/11/2017] [Accepted: 10/17/2017] [Indexed: 12/22/2022]
Abstract
While advances in immunosuppressive therapy have lowered the rate of acute rejection following liver transplantation, the consequence has been an increase in morbidity and mortality related to the lifelong need for maintenance immunosuppression. These complications include an increased risk of malignancy, infection, metabolic disorders, and chronic kidney disease, as well as high health care costs associated with these therapies and the required drug monitoring. Given these issues, most clinicians attempt trial and error dose minimization with variable success rates, and there has been significant interest in full drug withdrawal in select patients through research protocols. These strategies would be more successful if immunomodulatory therapies early after transplantation could be developed and if immune activation biomarkers guiding drug tapering were available to personalize these approaches. This review will review the mechanisms of liver transplant tolerance and potential strategies to achieve immunosuppression withdrawal.
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Affiliation(s)
- Josh Levitsky
- Division of Gastroenterology & Hepatology, Northwestern University, Chicago, IL, United States.
| | - Sandy Feng
- Division of Transplant Surgery, University of California at San Francisco, San Francisco, CA, United States
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36
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Demetris AJ. Longterm outcome of the liver graft: The pathologist's perspective. Liver Transpl 2017; 23:S70-S75. [PMID: 28834080 DOI: 10.1002/lt.24851] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 08/11/2017] [Indexed: 02/07/2023]
Affiliation(s)
- Anthony J Demetris
- Division of Transplant Pathology, Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA
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37
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Halloran PF, Venner JM, Famulski KS. Comprehensive Analysis of Transcript Changes Associated With Allograft Rejection: Combining Universal and Selective Features. Am J Transplant 2017; 17:1754-1769. [PMID: 28101959 DOI: 10.1111/ajt.14200] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 01/06/2017] [Accepted: 01/08/2017] [Indexed: 01/25/2023]
Abstract
We annotated the top transcripts associated with kidney transplant rejection by p-value, either universal for all rejection or selective for T cell-mediated rejection (TCMR) or antibody-mediated rejection (ABMR; ClinicalTrials.gov NCT01299168). We used eight class-comparison algorithms to interrogate microarray results from 703 biopsies, 205 with rejection. The positive comparators were all rejection, TCMR, or ABMR; the negative comparators varied from normal biopsies to all nonrejecting biopsies, including other diseases. The universal algorithm, rejection versus all nonrejection, identified transcripts mainly inducible by interferon γ. Selectivity for ABMR or TCMR required the other rejection class as well as nonrejection biopsies in the comparator to avoid selecting universal transcripts. Direct comparison of ABMR versus TCMR yielded only transcripts related to TCMR, the stronger signal. Transcripts highly associated with rejection were never completely specific for rejection: Many were increased in biopsies without rejection, reflecting sharing between rejection and injury-induced innate immunity. Union of the top 200 transcripts from universal and selective algorithms yielded 454 transcripts that permitted unsupervised analysis of biopsies in principal component analysis: PC1 was rejection, and PC2 was separation of TCMR from ABMR. Appreciating rejection-associated molecular changes requires a diverse case mix, accurate histologic classification (including C4d-negative ABMR), and both selective and universal algorithms.
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Affiliation(s)
- P F Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Division of Nephrology and Transplant Immunology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - J M Venner
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
| | - K S Famulski
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
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