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Shao W, Ding H, Wang Y, Shi Z, Zhang H, Meng F, Chang Q, Duan H, Lu K, Zhang L, Xu J. Key genes and immune pathways in T-cell mediated rejection post-liver transplantation identified via integrated RNA-seq and machine learning. Sci Rep 2024; 14:24315. [PMID: 39414868 PMCID: PMC11484935 DOI: 10.1038/s41598-024-74874-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 09/30/2024] [Indexed: 10/18/2024] Open
Abstract
Liver transplantation is the definitive treatment for end-stage liver disease, yet T-cell mediated rejection (TCMR) remains a major challenge. This study aims to identify key genes associated with TCMR and their potential biological processes and mechanisms. The GSE145780 dataset was subjected to differential expression analysis, weighted gene co-expression network analysis (WGCNA), and machine learning algorithms to pinpoint key genes associated with TCMR. Gene Set Enrichment Analysis (GSEA), immune infiltration analysis, and regulatory networks were constructed to ascertain the biological relevance of these genes. Expression validation was performed using single-cell RNA-seq (scRNA-seq) data and liver biopsy tissues from patients. We identified 5 key genes (ITGB2, FCER1G, IL-18, GBP1, and CD53) that are associated with immunological functions, such as chemotactic activity, antigen processing, and T cell differentiation. GSEA highlighted enrichment in chemokine signaling and antigen presentation pathways. A lncRNA-miRNA-mRNA network was delineated, and drug target prediction yielded 26 potential drugs. Evaluation of expression levels in non-rejection (NR) and TCMR groups exhibited significant disparities in T cells and myeloid cells. Tissue analyses from patients corroborated the upregulation of GBP1, IL-18, CD53, and FCER1G in TCMR cases. Through comprehensive analysis, this research has identified 4 genes intimately connected with TCMR following liver transplantation, shedding light on the underlying immune activation pathways and suggesting putative targets for therapeutic intervention.
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Affiliation(s)
- Wenhao Shao
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Huaxing Ding
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Yan Wang
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplant Center, The First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China
- Institute of Liver Diseases and Organ Transplantation, Shanxi Medical University, Taiyuan, 030001, Shanxi, China
| | - Zhiyong Shi
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplant Center, The First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China
- Institute of Liver Diseases and Organ Transplantation, Shanxi Medical University, Taiyuan, 030001, Shanxi, China
| | - Hezhao Zhang
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplant Center, The First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China
- Institute of Liver Diseases and Organ Transplantation, Shanxi Medical University, Taiyuan, 030001, Shanxi, China
| | - Fanxiu Meng
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Qingyao Chang
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Haojiang Duan
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Kairui Lu
- Faculty of Graduate Studies, Shanxi Medical University, Taiyuan, 030000, China
| | - Li Zhang
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplant Center, The First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
- Institute of Liver Diseases and Organ Transplantation, Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
| | - Jun Xu
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplant Center, The First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
- Institute of Liver Diseases and Organ Transplantation, Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
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2
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Iesari S, Nava FL, Zais IE, Coubeau L, Ferraresso M, Favi E, Lerut J. Advancing immunosuppression in liver transplantation: A narrative review. Hepatobiliary Pancreat Dis Int 2024; 23:441-448. [PMID: 38523030 DOI: 10.1016/j.hbpd.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 03/14/2024] [Indexed: 03/26/2024]
Abstract
Immunosuppression is essential to ensure recipient and graft survivals after liver transplantation (LT). However, our understanding and management of the immune system remain suboptimal. Current immunosuppressive therapy cannot selectively inhibit the graft-specific immune response and entails a significant risk of serious side effects, i.e., among others, de novo cancers, infections, cardiovascular events, renal failure, metabolic syndrome, and late graft fibrosis, with progressive loss of graft function. Pharmacological research, aimed to develop alternative immunosuppressive agents in LT, is behind other solid-organ transplantation subspecialties, and, therefore, the development of new compounds and strategies should get priority in LT. The research trajectories cover mechanisms to induce T-cell exhaustion, to inhibit co-stimulation, to mitigate non-antigen-specific inflammatory response, and, lastly, to minimize the development and action of donor-specific antibodies. Moreover, while cellular modulation techniques are complex, active research is underway to foster the action of T-regulatory cells, to induce tolerogenic dendritic cells, and to promote the function of B-regulatory cells. We herein discuss current lines of research in clinical immunosuppression, particularly focusing on possible applications in the LT setting.
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Affiliation(s)
- Samuele Iesari
- General Surgery and Kidney Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 15 Via della Commenda, 20122 Milan, Italy
| | - Francesca Laura Nava
- General Surgery and Kidney Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 15 Via della Commenda, 20122 Milan, Italy
| | - Ilaria Elena Zais
- General Surgery and Kidney Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 15 Via della Commenda, 20122 Milan, Italy
| | - Laurent Coubeau
- Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, 10 Avenue Hippocrate, 1200 Brussels, Belgium; Service de Chirurgie et Transplantation Abdominale, Cliniques Universitaires Saint-Luc, 55 Avenue Hippocrate, 1200 Brussels, Belgium
| | - Mariano Ferraresso
- General Surgery and Kidney Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 15 Via della Commenda, 20122 Milan, Italy; Department of Clinical Sciences and Community Health, Università degli Studi di Milano, 19 Via della Commenda, 20122 Milan, Italy
| | - Evaldo Favi
- General Surgery and Kidney Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 15 Via della Commenda, 20122 Milan, Italy; Department of Clinical Sciences and Community Health, Università degli Studi di Milano, 19 Via della Commenda, 20122 Milan, Italy.
| | - Jan Lerut
- Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, 10 Avenue Hippocrate, 1200 Brussels, Belgium
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3
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Liukkonen VH, Nordin AJ, Färkkilä MA, Mirtti TK, Arola JT, Åberg FO. Protocol liver biopsy predicts graft survival after liver transplantation. Clin Transplant 2024; 38:e15286. [PMID: 38504561 DOI: 10.1111/ctr.15286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 02/20/2024] [Accepted: 02/26/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND The use of protocol liver biopsy to monitor liver allograft status remains controversial. There is limited data from modern transplantation populations that includes protocol biopsies to evaluate its value in predicting clinical outcomes. METHODS All protocol liver biopsies were identified from 875 patients who underwent liver transplantation at Helsinki University Hospital between 2000 and 2019. Each histologic component was analyzed for its ability to predict long-term outcomes, especially graft survival. We determined the frequency of significant biopsy findings based on the Banff working group definition. Liver function tests (LFTs) and clinical markers were evaluated for their ability to predict significant biopsy findings. RESULTS In total, 867 protocol liver biopsies were analyzed. Significant findings were identified in 20.1% of the biopsies. In the first protocol biopsy, steatohepatitis (hazard ratio [HR] 3.504, p = .03) and moderate or severe congestion (HR 3.338, p = .04) predicted graft loss. The presence of cholangitis (HR 2.563, p = .04), necrosis (HR 7.635, p < .001), mild congestion (HR 4.291, p = .009), and significant biopsy finding (HR 2.540, p = .02) predicted inferior death-censored graft survival. While the degree of elevation of LFTs was positively associated with significant biopsy findings, the discrimination was poor (AUC .572-.622). Combined LFTs and clinical risk factors remained suboptimal for discriminating significant biopsy findings (AUC .696). CONCLUSIONS Our findings support the use of protocol liver biopsies after liver transplantation since they frequently revealed changes associated with long-term outcomes, even when LFTs were normal.
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Affiliation(s)
- Ville H Liukkonen
- Gastroenterology, North Karelia Central Hospital, Joensuu, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Arno J Nordin
- Transplantation and liver surgery, Helsinki University Hospital, Helsinki, Finland
| | | | - Tuomas K Mirtti
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Pathology, Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Johanna T Arola
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Pathology, Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Fredrik O Åberg
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Transplantation and liver surgery, Helsinki University Hospital, Helsinki, Finland
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4
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Peters AL, DePasquale EA, Begum G, Roskin KM, Woodle ES, Hildeman DA. Defining the T cell transcriptional landscape in pediatric liver transplant rejection at single cell resolution. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.26.582173. [PMID: 38464256 PMCID: PMC10925238 DOI: 10.1101/2024.02.26.582173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Acute cellular rejection (ACR) affects >80% of pediatric liver transplant recipients within 5 years, and late ACR is associated with graft failure. Traditional anti-rejection therapy for late ACR is ineffective and has remained unchanged for six decades. Although CD8+ T cells promote late ACR, little has been done to define their specificity and gene expression. Here, we used single-cell sequencing and immune repertoire profiling (10X Genomics) on 30 cryopreserved 16G liver biopsies from 14 patients (5 pre-transplant or with no ACR, 9 with ACR). We identified expanded intragraft CD8+ T cell clonotypes (CD8EXP) and their gene expression profiles in response to anti-rejection treatment. Notably, we found that expanded CD8+ clonotypes (CD8EXP) bore markers of effector and CD56hiCD161- 'NK-like' T cells, retaining their clonotype identity and phenotype in subsequent biopsies from the same patients despite histologic ACR resolution. CD8EXP clonotypes localized to portal infiltrates during active ACR, and persisted in the lobule after histologic ACR resolution. CellPhoneDB analysis revealed differential crosstalk between KC and CD8EXP during late ACR, with activation of the LTB-LTBR pathway and downregulation of TGFß signaling. Therefore, persistently-detected intragraft CD8EXP clones remain active despite ACR treatment and may contribute to long-term allograft fibrosis and failure of operational tolerance.
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Affiliation(s)
- Anna L. Peters
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Erica A.K. DePasquale
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Gousia Begum
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Krishna M. Roskin
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - E. Steve Woodle
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - David A. Hildeman
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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5
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Bosselmann EA, Engel B, Hartleben B, Wedemeyer H, Jaeckel E, Maasoumy B, Potthoff A, Zender S, Taubert R. Prospective comparison of liver stiffness measurement methods in surveillance biopsies after liver transplantation. FRONTIERS IN TRANSPLANTATION 2023; 2:1148195. [PMID: 38993851 PMCID: PMC11235307 DOI: 10.3389/frtra.2023.1148195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 11/03/2023] [Indexed: 07/13/2024]
Abstract
Background Liver stiffness measurements (LSMs) have proven useful for non-invasive detection of fibrosis. Previous studies of LSMs after transplantation were performed in cohorts dominated by hepatitis C reinfections and indication biopsies for the evaluation of graft dysfunction. However, the diagnostic fidelity of LSMs for fibrosis is biased by inflammation e.g., during replicative hepatitis C or rejection. Materials and methods The current study aimed for a head-to-head comparison of two different LSMs, acoustic radiation force impulse (ARFI) and transient elastography (TE), and a determination of cut-off values for the detection of advanced fibrosis (any LAF score component ≥2) in grafts undergoing surveillance biopsies (svLbx) without recurrent hepatitis C. Results 103 svLbx were paired with valid LSMs at time of biopsy. AUROC analyses showed significant positive correlation with fibrosis for both methods (TE: AUROC = 0.819 (p < 0.001; 95%CI: 0.717-0.921); ARFI: AUROC = 0.771 (p = 0.001; 95%CI: 0.652-0.890). Patients were randomly assigned to training and validation cohorts for both LSM methods. Cut-off values were determined at 1.29 m/s (ARFI) and at 7.5 kPa (TE) in training cohorts. Sensitivity and specificity in training and validation cohorts were: TE: SEN 0.818 and 0.5; SPE 0.742 and 0.885; ARFI: SEN 0.818 and 1.0; SPE 0.75 and 0.586. LSMs were not associated with BANFF criteria for relevant graft injury. Conclusion LSM is a good non-invasive tool to screen for advanced graft fibrosis but not for relevant graft injury in patients with (near) normal liver enzymes. Fibrosis cut-off values identified and validated in svLbx were lower than in previous cohorts using indication biopsies.
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Affiliation(s)
- Emily A Bosselmann
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Bastian Engel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Benjamin Maasoumy
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Andrej Potthoff
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Steffen Zender
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
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6
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Hartleif S, Hodson J, Lloyd C, Cousin VL, Czubkowski P, D'Antiga L, Debray D, Demetris A, Di Giorgio A, Evans HM, Fischler B, Gonzales E, Gouw ASH, Hübscher SG, Jacquemin E, Lacaille F, Malenicka S, McLin VA, Markiewicz-Kijewska M, Mazariegos GV, Rajanayagam JK, Scheenstra R, Singer S, Smets F, Sokal E, Squires JE, Sturm E, Verkade H, Kelly DA. Long-term Outcome of Asymptomatic Patients With Graft Fibrosis in Protocol Biopsies After Pediatric Liver Transplantation. Transplantation 2023; 107:2394-2405. [PMID: 37143195 DOI: 10.1097/tp.0000000000004603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
BACKGROUND The histological prevalence of allograft fibrosis in asymptomatic children after liver transplantation (LT) is well documented. However, long-term graft and patient survival remain unclear. This retrospective multicenter study aims to determine the prevalence of allograft fibrosis and analyze the long-term outcome for patients transplanted in childhood. METHODS We reviewed clinical data of children who had undergone 10-y protocol liver biopsies. We excluded patients with autoimmune hepatitis, primary sclerosing cholangitis, hepatitis B or C, and retransplantation. In total, 494 patients transplanted in childhood across 12 international transplant centers were included. We evaluated the development of fibrosis by comparing the results with biopsies obtained 5 and 15 y post-LT. Histological findings were correlated with graft and patient survival up to 20 y post-LT. RESULTS In the 10-y biopsies, periportal or pericentral fibrosis was observed in 253 patients (51%), 87 (18%) had bridging fibrosis, 30 (6%) had cirrhosis, and 124 (25%) had no fibrosis. The prevalence and stage of graft fibrosis significantly progressed from 5 to 10 y. At 10 y, the severity of fibrosis correlated significantly with inflammation. Patients with graft cirrhosis in the 10-y biopsy were more likely to die or require retransplantation subsequently ( P = 0.027). CONCLUSIONS At 10 y post-LT, most patients transplanted in childhood developed fibrosis, based on the protocol liver biopsies. Although mild-to-moderate graft fibrosis did not largely affect patient or graft survival up to 20 y post-LT, this progressive fibrosis finding has substantial implications for developing cirrhosis and portal hypertension in adult care.
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Affiliation(s)
- Steffen Hartleif
- Pediatric Gastroenterology and Hepatology, University Hospital Tübingen, Tübingen, Germany
| | - James Hodson
- Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
- Institute of Translational Medicine, University Hospital Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Carla Lloyd
- Liver Unit, Birmingham Women's and Children's Hospital, Birmingham, United Kingdom
| | - Vladimir L Cousin
- Swiss Pediatric Liver Centre, Division of Pediatric Specialties, Department of Pediatrics, Gynecology and Obstetrics, University Hospitals Geneva and University of Geneva, Geneva, Switzerland
| | - Piotr Czubkowski
- Department of Liver Disorders and Transplantation, The Children's Memorial Health Institute, Warsaw, Poland
| | - Lorenzo D'Antiga
- Pediatric Hepatology, Gastroenterology and Transplantation, ASST Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Dominique Debray
- Pediatric Liver Unit, National Reference Centre for Rare Pediatric Liver Diseases (Biliary Atresia and Genetic Cholestasis), FILFOIE, Necker-Enfants Malades Hospital, University of Paris, Paris, France
| | - Anthony Demetris
- Division of Liver and Transplantation Pathology, Department of Pathology, University of Pittsburgh, Pittsburgh, PA
| | - Angelo Di Giorgio
- Pediatric Hepatology, Gastroenterology and Transplantation, ASST Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Helen M Evans
- Department of Pediatric Gastroenterology, Starship Child Health, University of Auckland, Auckland, New Zealand
| | - Björn Fischler
- Pediatric Digestive Diseases, Astrid Lindgren Children's Hospital, Karolinska University Hospital, CLINTEC, Karolinska Institutet, Stockholm, Sweden
| | - Emmanuel Gonzales
- Hépatologie et Transplantation Hépatique Pédiatriques, Centre de référence de l'atrésie des voies biliaires et des cholestases génétiques, FSMR FILFOIE, Hôpital Bicêtre, AP-HP, Université Paris-Saclay, Kremlin-Bicêtre, France
| | - Annette S H Gouw
- Department of Pathology and Medical Biology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Stefan G Hübscher
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Emmanuel Jacquemin
- Hépatologie et Transplantation Hépatique Pédiatriques, Centre de référence de l'atrésie des voies biliaires et des cholestases génétiques, FSMR FILFOIE, Hôpital Bicêtre, AP-HP, Université Paris-Saclay, Kremlin-Bicêtre, France
| | - Florence Lacaille
- Pediatric Liver Unit, National Reference Centre for Rare Pediatric Liver Diseases (Biliary Atresia and Genetic Cholestasis), FILFOIE, Necker-Enfants Malades Hospital, University of Paris, Paris, France
| | - Silvia Malenicka
- Pediatric Digestive Diseases, Astrid Lindgren Children's Hospital, Karolinska University Hospital, CLINTEC, Karolinska Institutet, Stockholm, Sweden
| | - Valerie A McLin
- Swiss Pediatric Liver Centre, Division of Pediatric Specialties, Department of Pediatrics, Gynecology and Obstetrics, University Hospitals Geneva and University of Geneva, Geneva, Switzerland
| | | | - George V Mazariegos
- Department of Surgery, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Jeremy K Rajanayagam
- Paediatric Gastroenterology, Hepatology and Nutrition, The Royal Children's Hospital, Melbourne, Australia
| | - René Scheenstra
- Pediatric Gastroenterology and Hepatology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Stephan Singer
- Institute of Pathology, University Hospital Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tübingen, Tübingen, Germany
| | - Françoise Smets
- UClouvain, Clinical and Experimental Research Institute and Cliniques Universitaires Saint Luc, Service de Gastroentérologie Hépatologie Pédiatrique, Brussels, Belgium
| | - Etienne Sokal
- UClouvain, Clinical and Experimental Research Institute and Cliniques Universitaires Saint Luc, Service de Gastroentérologie Hépatologie Pédiatrique, Brussels, Belgium
| | - James E Squires
- Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Ekkehard Sturm
- Pediatric Gastroenterology and Hepatology, University Hospital Tübingen, Tübingen, Germany
| | - Henkjan Verkade
- Pediatric Gastroenterology and Hepatology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Deirdre A Kelly
- Liver Unit, Birmingham Women's and Children's Hospital, Birmingham, United Kingdom
- University of Birmingham, Birmingham, United Kingdom
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7
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Rabindranath M, Zaya R, Prayitno K, Orchanian-Cheff A, Patel K, Jaeckel E, Bhat M. A Comprehensive Review of Liver Allograft Fibrosis and Steatosis: From Cause to Diagnosis. Transplant Direct 2023; 9:e1547. [PMID: 37854023 PMCID: PMC10581596 DOI: 10.1097/txd.0000000000001547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/11/2023] [Accepted: 09/14/2023] [Indexed: 10/20/2023] Open
Abstract
Despite advances in posttransplant care, long-term outcomes for liver transplant recipients remain unchanged. Approximately 25% of recipients will advance to graft cirrhosis and require retransplantation. Graft fibrosis progresses in the context of de novo or recurrent disease. Recurrent hepatitis C virus infection was previously the most important cause of graft failure but is now curable in the majority of patients. However, with an increasing prevalence of obesity and diabetes and nonalcoholic fatty liver disease as the most rapidly increasing indication for liver transplantation, metabolic dysfunction-associated liver injury is anticipated to become an important cause of graft fibrosis alongside alloimmune hepatitis and alcoholic liver disease. To better understand the landscape of the graft fibrosis literature, we summarize the associated epidemiology, cause, potential mechanisms, diagnosis, and complications. We additionally highlight the need for better noninvasive methods to ameliorate the management of graft fibrosis. Some examples include leveraging the microbiome, genetic, and machine learning methods to address these limitations. Overall, graft fibrosis is routinely seen by transplant clinicians, but it requires a better understanding of its underlying biology and contributors that can help inform diagnostic and therapeutic practices.
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Affiliation(s)
- Madhumitha Rabindranath
- Ajmera Transplant Program, University Health Network, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Rita Zaya
- Ajmera Transplant Program, University Health Network, Toronto, ON, Canada
| | - Khairunnadiya Prayitno
- Ajmera Transplant Program, University Health Network, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - Ani Orchanian-Cheff
- Library and Information Services, University Health Network, Toronto, ON, Canada
| | - Keyur Patel
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Elmar Jaeckel
- Ajmera Transplant Program, University Health Network, Toronto, ON, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Mamatha Bhat
- Ajmera Transplant Program, University Health Network, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Toronto, Toronto, ON, Canada
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8
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Zhang Z, Wang Z, Dong C, Sun C, Zheng W, Wang K, Zhang W, Song Z, Zhao S, Si Z, Gao W, Shen Z. Serum CXCL8 Concentration Can Be Used as a Noninvasive Marker of Subclinical Rejection After Pediatric Liver Transplantation. Transplantation 2023; 107:1999-2008. [PMID: 37607014 DOI: 10.1097/tp.0000000000004601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
BACKGROUND This study aimed to explore whether serum CXCL8 concentration can be used as a noninvasive marker of subclinical rejection (SCR) after pediatric liver transplantation (pLT). METHODS Firstly, RNA sequencing (RNA-seq) was performed on 22 protocol liver biopsy samples. Secondly, several experimental methods were used to verify the RNA-seq results. Finally, the clinical data and serum samples of 520 LT patients in the Department of Pediatric Transplantation of Tianjin First Central Hospital from January 2018 to December 2019 were collected. RESULTS RNA-seq results indicated that CXCL8 was significantly increased in the SCR group. The results of the 3 experimental methods were consistent with RNA-seq results. According to the 1:2 propensity score matching, 138 patients were divided into the SCR (n = 46) and non-SCR (n = 92) groups. Serological test results indicated that there was no difference in preoperative CXCL8 concentration between the SCR and non-SCR groups ( P > 0.05). However, during protocol biopsy, CXCL8 in the SCR group was significantly higher than in the non-SCR group ( P < 0.001). In diagnosing SCR, receiver operating characteristic curve analysis showed that the area under the curve of CXCL8 was 0.966 (95% confidence interval, 0.938-0.995), sensitivity was 95%, and specificity was 94.6%. In differentiating nonborderline from borderline rejection, the area under the curve of CXCL8 was 0.853 (95% confidence interval, 0.718-0.988), sensitivity was 86.7%, and specificity was 94.6%. CONCLUSIONS This study demonstrates that serum CXCL8 concentration has high accuracy for the diagnosis and disease stratification of SCR after pLT.
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Affiliation(s)
- Zhixin Zhang
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Zhenglu Wang
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Chong Dong
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Chao Sun
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Weiping Zheng
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Kai Wang
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Wei Zhang
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Zhuolun Song
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Shengqiao Zhao
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Zhuyuan Si
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Wei Gao
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - ZhongYang Shen
- Department of Pediatric Transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
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9
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Engel B, Görzer I, Campos-Murguia A, Hartleben B, Puchhammer-Stöckl E, Jaeckel E, Taubert R. Association of torque teno virus viremia with liver fibrosis in the first year after liver transplantation. Front Immunol 2023; 14:1215868. [PMID: 37533865 PMCID: PMC10392936 DOI: 10.3389/fimmu.2023.1215868] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/29/2023] [Indexed: 08/04/2023] Open
Abstract
Introduction Torque teno virus (TTV) replication is controlled by immune status, mirroring a degree of immunosuppression after solid organ transplantation. TTV viraemia (TTVv) was associated with acute cellular rejection and infection within the first year after liver transplantation (LT). Long-term data on TTV after LT and correlation with graft injury from protocol biopsies are limited. Methods One hundred plasma samples paired with graft biopsies from a prospective single-center biorepository were analyzed. Results The median time post-LT was 23 months (range, 2-298). TTVv was detectable in 97%. TTVv decreased over time after LT and showed a significant decline from year 1 to later time points. Hence, TTVv correlated negatively with histologic liver fibrosis (liver allograft fibrosis and Ishak scores) and positively with the overall immunosuppression degree quantified by an immunosuppression score in the first year after LT. There was no association with dosages or trough levels of single immunosuppressants. The pharmacodynamic marker TTVv did not correlate with pharmacokinetic assessments of immunosuppression degree [calcineurin inhibitor (CNI) trough levels or immunosuppressant dosages]-our clinical gold standards to guide immunosuppressive therapy. TTVv was independently associated with histologically proven liver fibrosis after LT in the first year after LT in multivariate analysis. Discussion The independent association of histological graft fibrosis with lower TTVv in year 1 underscores that a pharmacodynamic marker would be preferable to individualize immunosuppression after LT. However, a high variability of TTVv at the low immunosuppression doses given after the first year precludes TTV as a clinically useful marker after LT in the long-term liver transplant recipients.
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Affiliation(s)
- Bastian Engel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Irene Görzer
- Center for Virology, Medical University of Vienna, Vienna, Austria
| | - Alejandro Campos-Murguia
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | | | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
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10
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Montano-Loza AJ, Rodríguez-Perálvarez ML, Pageaux GP, Sanchez-Fueyo A, Feng S. Liver transplantation immunology: Immunosuppression, rejection, and immunomodulation. J Hepatol 2023; 78:1199-1215. [PMID: 37208106 DOI: 10.1016/j.jhep.2023.01.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/30/2022] [Accepted: 01/30/2023] [Indexed: 05/21/2023]
Abstract
Outcomes after liver transplantation have continuously improved over the past decades, but long-term survival rates are still lower than in the general population. The liver has distinct immunological functions linked to its unique anatomical configuration and to its harbouring of a large number of cells with fundamental immunological roles. The transplanted liver can modulate the immunological system of the recipient to promote tolerance, thus offering the potential for less aggressive immunosuppression. The selection and adjustment of immunosuppressive drugs should be individualised to optimally control alloreactivity while mitigating toxicities. Routine laboratory tests are not accurate enough to make a confident diagnosis of allograft rejection. Although several promising biomarkers are being investigated, none of them is sufficiently validated for routine use; hence, liver biopsy remains necessary to guide clinical decisions. Recently, there has been an exponential increase in the use of immune checkpoint inhibitors due to the unquestionable oncological benefits they provide for many patients with advanced-stage tumours. It is expected that their use will also increase in liver transplant recipients and that this might affect the incidence of allograft rejection. Currently, the evidence regarding the efficacy and safety of immune checkpoint inhibitors in liver transplant recipients is limited and cases of severe allograft rejection have been reported. In this review, we discuss the clinical relevance of alloimmune disease, the role of minimisation/withdrawal of immunosuppression, and provide practical guidance for using checkpoint inhibitors in liver transplant recipients.
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Affiliation(s)
- Aldo J Montano-Loza
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, AB, Canada.
| | - Manuel L Rodríguez-Perálvarez
- Department of Hepatology and Liver Transplantation, Hospital Universitario Reina Sofía, Universidad de Córdoba, IMIBIC, Córdoba, Spain; CIBER de Enfermedades Hepáticas y Digestivas, Madrid, Spain
| | - George-Philippe Pageaux
- Liver Transplantation Unit, Digestive Department, Saint Eloi University Hospital, University of Montpellier, 34295, Montpellier Cedex 5, France
| | - Alberto Sanchez-Fueyo
- Institute of Liver Studies, King's College London University and King's College Hospital, London, United Kingdom
| | - Sandy Feng
- Department of Surgery, University of California San Francisco, San Francisco, CA, USA
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11
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Millán O, Ruiz P, Julian J, Lizana A, Fundora Y, Crespo G, Colmenero J, Navasa M, Brunet M. A plasmatic score using a miRNA signature and CXCL-10 for accurate prediction and diagnosis of liver allograft rejection. Front Immunol 2023; 14:1196882. [PMID: 37325660 PMCID: PMC10265684 DOI: 10.3389/fimmu.2023.1196882] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/17/2023] [Indexed: 06/17/2023] Open
Abstract
Introduction The use of noninvasive biomarkers may avoid the need for liver biopsy (LB) and could guide immunosuppression adjustment in liver transplantation (LT). The aims of this study were: to confirm the predictive and diagnostic capacity of plasmatic expression of miR-155-5p, miR-181a-5p, miR-122-5p and CXCL-10 for assessing T-cell mediated rejection (TCMR) risk; to develop a score based on a panel of noninvasive biomarkers to predict graft rejection risk and to validate this score in a separate cohort. Methods A prospective, observational study was conducted with a cohort of 79 patients followed during the first year after LT. Plasma samples were collected at predetermined time points for the analysis of miRNAs and the CXCL-10. Patients with LFTs abnormalities were submitted to a LB to rule out rejection, assessing previous and concurrent expression of the biomarkers to evaluate their predictive and diagnostic ability. Information from 86 patients included in a previous study was collected and used as a validation cohort. Results Twenty-four rejection episodes were diagnosed in 22 patients. Plasmatic CXCL-10 concentration and the expression of the three miRNAs were significantly elevated prior to and at the moment of the diagnosis of rejection. We developed a logistic model for rejection prediction and diagnosis, which included CXCL-10, miR-155-5p and miR-181a-5p. The area under the ROC curve (AUROC) for rejection prediction was 0.975 (79.6% sensitivity, 99.1% specificity, 90,7% PPV; 97.7% NPV; 97.1% correctly classified) and 0.99 for diagnosis (87.5% sensitivity, 99.5% specificity, 91.3% PPV; 99.3% NPV; 98.9% correctly classified). In the validation cohort (n=86; 14 rejections), the same cut-off points were used obtaining AUROCs for rejection prediction and diagnosis of 0.89 and 0.92 respectively. In patients with graft dysfunction in both cohorts the score could discriminate those with rejection regarding other causes with an AUROC of 0.98 (97.3% sensitivity, 94.1%specificity). Conclusion These results suggest that the clinical implementation of the monitoring of this noninvasive plasmatic score may allow the prediction and diagnosis of rejection and identify patients with graft dysfunction due to rejection, helping with a more efficient guide for immunosuppressive therapy adjustment. This finding warrants the development of prospective biomarker-guided clinical trials.
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Affiliation(s)
- Olga Millán
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Pablo Ruiz
- Liver Unit, Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Judit Julian
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
- Biochemistry and Molecular Genetics, Biomedical Diagnostic Center, Hospital Clínic of Barcelona, Barcelona, Spain
| | - Ana Lizana
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Yiliam Fundora
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Department of General and Digestive Surgery, Hospital Clínic Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Gonzalo Crespo
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Liver Unit, Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Jordi Colmenero
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Liver Unit, Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Miquel Navasa
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Liver Unit, Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Mercè Brunet
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), Madrid, Spain
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
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12
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Bosselmann EA, Dranicki F, Campos-Murguia A, Hartleben B, Wedemeyer H, Jaeckel E, Taubert R. Combination of everolimus and low-dose tacrolimus controls histological liver allograft injury as sufficiently as high-dose tacrolimus. FRONTIERS IN TRANSPLANTATION 2023; 2:1168163. [PMID: 38993848 PMCID: PMC11235273 DOI: 10.3389/frtra.2023.1168163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 03/21/2023] [Indexed: 07/13/2024]
Abstract
Introduction The combination of everolimus (EVR) and low-dose tacrolimus (lowTAC) prevents T cell-mediated rejection of liver grafts as sufficiently as high-dose tacrolimus (highTAC) and mycophenolate, but is associated with a preserved kidney function within the first years after orthotopic liver transplantation (OLT). However, none of the available studies assessed the histological pattern of graft injury or fibrosis in surveillance biopsies (svLbx). Methods All svLbx taken under at least one month of stable immunosuppression with either EVR (aim 3-8 ng/ml) combined with lowTAC (aim 3-5 ng/ml) or highTAC (aim 5-8 ng/ml) combined with mycophenolate (500-1500 mg/day) within the first three to four years after OLT at our center were included. Patients who were switched to EVR because of insufficient control of alloreactivity were excluded. Results Reasons for switches to EVR were mainly malignancies before or after OLT, or chronic kidney injury. We were able to include 20 svLbx with EVR/lowTAC and 49 with highTAC/mycophenolate. Both groups had similar liver enzymes and similar kidney function. The EVR/lowTAC group exhibited lower TAC trough levels at svLbx (4.4 vs. 6.6 ng/ml; p<.001) in comparison to highTAC/mycophenolate. Histological graft injury quantified by the rejection activity index and hepatitis activity index (Ishak), as well as fibrosis were not significantly different between the EVR/lowTAC and highTAC/mycophenolate groups. Likewise, subclinical TCMR, histological criteria justifying immunosuppression minimization, and steatosis had equal prevalence in both regimens. Immunosuppression was adjusted according to the svLbx findings. Immunosuppression regimens had similarly low rates of rejection after immunosuppression reduction, when relevant graft injury was absent in the biopsy. Discussion In conclusion, EVR/lowTAC seems to control alloreactivity and histological graft injury as sufficiently as highTAC/mycophenolate within the first 3-4 years after OLT.
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Affiliation(s)
- Emily A Bosselmann
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Fabian Dranicki
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Alejandro Campos-Murguia
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
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13
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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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14
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Campos-Murguia A, Bosselmann EA, Hartleben B, Wedemeyer H, Engel B, Taubert R, Jaeckel E. Impact of steroid withdrawal on subclinical graft injury after liver transplantation: A propensity score-matched cohort analysis. FRONTIERS IN TRANSPLANTATION 2023; 2:1124551. [PMID: 38993902 PMCID: PMC11235343 DOI: 10.3389/frtra.2023.1124551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 02/07/2023] [Indexed: 07/13/2024]
Abstract
Subclinical graft injuries in orthotopic liver transplantation may threaten long-term graft survival and could be the result of chronic under-immunosuppression. It is not known whether steroid withdrawal increases the risk of subclinical immune responses against the graft. This retrospective single-center study aimed to assess the risk of subclinical graft damage after steroid withdrawal within the first nine months after orthotopic liver transplantation in the first three years after transplantation in a prospective cohort of surveillance biopsies using a propensity score matching analysis. Of 355 patients, 109 patients underwent surveillance biopsies between eleven and 36 months after liver transplantation. Thirty-seven patients discontinue steroids within the first nine months and 72 later than nine months after transplantation. The matching led to 28 patients per group. Patients with autoimmune hepatitis, primary biliary cholangitis, and hepatocarcinoma were excluded by the propensity score matching unintentionally. Patients who discontinued steroids had a trend toward lower levels of immunosuppression at the time of surveillance biopsy. Steroid withdrawal in the first nine months was not associated with an increased risk of subclinical T cell-mediated rejection, graft inflammation, or liver graft fibrosis in the matched cohort with patients with a low frequency of autoimmune liver diseases. There were also no differences in the development of metabolic diseases. In conclusion, steroid withdrawal within the first nine months after transplantation, as assessed by surveillance biopsies, does not increase the risk of subclinical graft injuries or fibrosis at least in liver transplant recipient without or a low prevalence of autoimmune liver diseases.
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Affiliation(s)
- Alejandro Campos-Murguia
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Emily A. Bosselmann
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Bastian Engel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
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15
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Zhang Z, Zhao S, Si Z, Wang Z, Dong C, Sun C, Zheng W, Kai W, Zhang W, Song Z, Gao W, Shen Z. Incidence and risk factors of subclinical rejection after pediatric liver transplantation, and impact on allograft fibrosis. Clin Transplant 2023; 37:e14894. [PMID: 36581321 DOI: 10.1111/ctr.14894] [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: 09/29/2022] [Revised: 12/12/2022] [Accepted: 12/24/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Subclinical rejection (SCR) is a common injury in protocol biopsy after pediatric liver transplantation (pLT), but its effect on the recipient is not clearly understood. We herein investigated the incidence and risk factors involved in SCR and analyzed the relationship between SCR and allograft fibrosis (AF). METHODS We retrospectively reviewed the biopsy results from 507 children between May 2013 and May 2019, and 352 patients underwent protocol biopsy 2 years after pLT, 203 underwent protocol biopsy 5 years after pLT, and 48 underwent protocol biopsy both 2 and 5 years after pLT. RESULTS The incidence of SCR in the 5-year group was higher than that in the 2-year group (20.2% vs.13.4%, respectively, p = .033). The number of patients with mild and moderate SCR in the 5-year group was also higher than that in the 2-year group (p = .039). Logistic regression analysis showed that acute rejection before liver biopsy and deceased donor liver transplantation (DDLT) were independent risk factors for SCR in the two groups, and that the incidence and severity of AF in protocol biopsies at both periods in the SCR group were higher than those in the non-SCR group (p < .05). CONCLUSIONS The incidence and severity of SCR increased with the prolongation of protocol biopsy time. We postulate that acute rejection and DDLT are independent risk factors for SCR after transplantation. As the occurrence of SCR also augmented the incidence and severity of AF.
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Affiliation(s)
- Zhixin Zhang
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Shengqiao Zhao
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Zhuyuan Si
- First Central Clinic Institute, Tianjin Medical University, Tianjin, China
| | - Zhenglu Wang
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Chong Dong
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Chao Sun
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Weiping Zheng
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Wang Kai
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Wei Zhang
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Zhuolun Song
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Wei Gao
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Zhongyang Shen
- Department of pediatric transplantation, Organ Transplantation Center, Tianjin Key Laboratory of Organ Transplantation, Tianjin First Central Hospital, Tianjin, China
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16
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Baumann AK, Beck J, Kirchner T, Hartleben B, Schütz E, Oellerich M, Wedemeyer H, Jaeckel E, Taubert R. Elevated fractional donor-derived cell-free DNA during subclinical graft injury after liver transplantation. Liver Transpl 2022; 28:1911-1919. [PMID: 35429207 DOI: 10.1002/lt.26479] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/18/2022] [Accepted: 04/05/2022] [Indexed: 02/07/2023]
Abstract
Personalized immunosuppression (IS) promises to improve the balance of necessary control of alloreactivity and dose-dependent adverse effects of long-term IS such as kidney insufficiency, infections, and malignancies. The majority of liver transplantation (LT) recipients exhibit graft injuries (graft inflammation and/or fibrosis) that are not eligible for an IS reduction according to current Banff criteria, even when liver enzymes are normal or only marginally elevated. This cross-sectional study evaluated the noninvasive prediction of such subclinical graft injuries in surveillance liver biopsies via donor-derived cell-free DNA (dd-cfDNA). Absolute and fractional dd-cfDNA increased stepwise from patients without histological signs of rejection (n = 26) over subclinical graft injury (n = 61), including subclinical T cell-mediated rejection to clinical overt T cell-mediated rejection (n = 21). Thus, fractional plasma dd-cfDNA was significantly elevated paired to surveillance biopsies with relevant subclinical graft injury according to 2016 Banff criteria compared with those with minimal or absent histological graft injury. In contrast, the presence of donor-specific anti-human leukocyte antigen antibodies was not associated with the amount of dd-cfDNA. The sensitivity and specificity of fractional dd-cfDNA to noninvasively predict relevant subclinical graft injury was rather limited with 73% and 52% at the cutoff value of 2.1% fractional dd-cfDNA. The positive predictive value of fractional dd-cfDNA above 2.1% was 76% to noninvasively predict subclinical graft injury, calculated on the prevalence of graft injury in our prospective surveillance biopsy program, whereas the negative predictive values was not predictive (47%). In conclusion, dd-cfDNA has a rather limited diagnostic fidelity in addition to other noninvasive markers for the assessment of subclinical graft injury in personalized IS approaches after LT in a cross-sectional setting.
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Affiliation(s)
- Anna K Baumann
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | | | - Theresa Kirchner
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | | | - Michael Oellerich
- Department of Clinical Pharmacology, University Medical Center Goettingen, Goettingen, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
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17
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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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18
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Vij M, Rammohan A, Rela M. Long-term liver allograft fibrosis: A review with emphasis on idiopathic post-transplant hepatitis and chronic antibody mediated rejection. World J Hepatol 2022; 14:1541-1549. [PMID: 36157865 PMCID: PMC9453462 DOI: 10.4254/wjh.v14.i8.1541] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 07/08/2022] [Accepted: 08/16/2022] [Indexed: 02/06/2023] Open
Abstract
Liver transplantation (LT) is a life-saving surgical procedure and the current standard of care for most patients with end stage liver disease. With improvements in organ preservation techniques, perioperative care, and immunosuppression, there is better patient and graft survival following LT, and assessment of the liver allograft in long-term survivors is becoming increasingly important. Recurrent or de novo viral or autoimmune injury remains the most common causes of chronic hepatitis and fibrosis following liver transplantation in adults. However, no obvious cause can be identified in many adults with controlled recurrent disease and the majority of pediatric LT recipients, as they have been transplanted for non-recurrent liver diseases. Serial surveillance liver biopsies post LT have been evaluated in several adult and pediatric centers to identify long-term pathological changes. Pathological findings are frequently present in liver biopsies obtained after a year post LT. The significance of these findings is uncertain as many of these are seen in protocol liver biopsies from patients with clinically good allograft function and normal liver chemistry parameters. This narrative review summaries the factors predisposing to long-term liver allograft fibrosis, highlighting the putative role of idiopathic post-LT hepatitis and chronic antibody mediated rejection in its pathogenesis.
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Affiliation(s)
- Mukul Vij
- Department of Pathology, Dr. Rela Institute and Medical Center, Chennai 600044, Tamil Nadu, India
| | - Ashwin Rammohan
- Institute of Liver disease and Transplantation, Dr. Rela Institute and Medical Center, Chennai 600044, Tamil Nadu, India
| | - Mohamed Rela
- Institute of Liver disease and Transplantation, Dr. Rela Institute and Medical Center, Chennai 600044, Tamil Nadu, India
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19
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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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20
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Lee BT, Fiel MI, Schiano TD. The use of transient elastography in identifying sub-clinical chronic ductopenic rejection in adult liver transplant recipients: A case series. Transpl Immunol 2022; 73:101606. [PMID: 35483645 DOI: 10.1016/j.trim.2022.101606] [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: 03/02/2022] [Revised: 04/19/2022] [Accepted: 04/21/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Transient elastography has become a standard tool for the accurate non-invasive assessment of liver stiffness and fat content. Liver transplant recipients can develop allograft fibrosis during long-term follow-up despite normal or mildly abnormal liver chemistries. Tapering of immunosuppression in long-term liver transplant survivors is performed relying solely on liver chemistries. It is important to know if underlying liver histology would be abnormal or if rejection was present as this would alter the desire to decrease stable maintenance doses of immunosuppression. METHODS We present our experience of five liver transplant recipients who had transient elastography performed prior to consideration of weaning of their immunosuppression. RESULTS All five patients showed signs of elevated liver stiffness on transient elastography in the setting of normal to slightly abnormal liver tests with very stable immunosuppressant doses. This prompted the performance of liver biopsies which demonstrated immune-mediated liver injury and thus negated the immunosuppression withdrawal. CONCLUSION Transient elastography has utility as a non-invasive method to evaluate allograft health in long-term liver transplant survivors and can be useful in the decision-making process for immunosuppression weaning.
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Affiliation(s)
- Brian T Lee
- Division of Gastroenterology and Transplantation Institute, Loma Linda University Health, Loma Linda, CA, United States of America
| | - M Isabel Fiel
- Department of Pathology, Molecular and Cell Medicine, Icahn School of Medicine at Mount Sinai, United States of America
| | - Thomas D Schiano
- Recanati/Miller Transplantation Institute, Division of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America.
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21
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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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22
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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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23
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Saunders EA, Engel B, Höfer A, Hartleben B, Vondran FWR, Richter N, Potthoff A, Zender S, Wedemeyer H, Jaeckel E, Taubert R. Outcome and safety of a surveillance biopsy guided personalized immunosuppression program after liver transplantation. Am J Transplant 2022; 22:519-531. [PMID: 34455702 DOI: 10.1111/ajt.16817] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 08/08/2021] [Accepted: 08/19/2021] [Indexed: 01/25/2023]
Abstract
Graft survival beyond year 1 has not changed after orthotopic liver transplantation (OLT) over the last decades. Likewise, OLT causes comorbidities such as infection, renal impairment and cancer. We evaluated our single-center real-world individualized immunosuppression program after OLT, based on 211 baseline surveillance biopsies (svLbx) without any procedural complications. Patients were classified as low, intermediate and high rejection risk based on graft injury in svLbx and anti-HLA donor-specific antibodies. While 32% of patients had minimal histological inflammation, 57% showed histological inflammation and 23% advanced fibrosis (>F2), which was not predicted by lab parameters. IS was modified in 79% of patients after svLbx. After immunosuppression reduction in 69 patients, only 5 patients showed ALT elevations and three of these patients had a biopsy-proven acute rejection, two of them related to lethal comorbidities. The rate of liver enzyme elevation including rejection was not significantly increased compared to a svLbx control cohort prior to the initiation of our structured program. Immunosuppression reduction led to significantly better kidney function compared to this control cohort. In conclusion, a biopsy guided personalized immunosuppression protocol after OLT can identify patients requiring lower immunosuppression or patients with graft injury in which IS should not be further reduced.
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Affiliation(s)
- Emily A Saunders
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Bastian Engel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Anne Höfer
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Florian W R Vondran
- Department for General, Visceral and Transplant Surgery, Hannover Medical School, Hannover, Germany
| | - Nicolas Richter
- Department for General, Visceral and Transplant Surgery, Hannover Medical School, Hannover, Germany
| | - Andrej Potthoff
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Steffen Zender
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
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24
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Lew J, Perito ER, Feng S. We Asked the Experts: Toward Personalized Immunosuppression for Liver Transplant Recipients. World J Surg 2022; 46:876-877. [PMID: 35037069 DOI: 10.1007/s00268-021-06417-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Joey Lew
- School of Medicine, University of California, 505 Parnassus Ave, San Francisco, CA, 94143, USA.
| | - Emily R Perito
- School of Medicine, University of California, 505 Parnassus Ave, San Francisco, CA, 94143, USA
| | - Sandy Feng
- School of Medicine, University of California, 505 Parnassus Ave, San Francisco, CA, 94143, USA
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25
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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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26
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Hernández-Gea V, Campreciós G, Betancourt F, Pérez-Campuzano V, Seijo S, Díaz A, Gallego-Durán R, Olivas P, Orts L, Magaz M, Baiges A, Turon F, Sidorova J, Romero-Gómez M, Lozano JJ, García-Pagán JC. Co-expression gene network analysis reveals novel regulatory pathways involved in porto-sinusoidal vascular disease. J Hepatol 2021; 75:924-934. [PMID: 34052252 DOI: 10.1016/j.jhep.2021.05.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 05/14/2021] [Accepted: 05/17/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND & AIMS Porto-sinusoidal vascular disease (PSVD) is a rare vascular liver disease of unknown etiology that causes portal hypertension. It usually affects young individuals and shortens live expectancy. The deregulated pathways involved in PSVD development are unknown and therefore we lack curative treatments. The purpose of this study was to integrate transcriptomic and clinical data by comprehensive network-based modeling in order to uncover altered biological processes in patients with PSVD. METHODS We obtained liver tissue samples from 20 consecutive patients with PSVD and 21 sex- and age-matched patients with cirrhosis and 13 histologically normal livers (HNL) (initial cohort) and performed transcriptomic analysis. Microarray data were analyzed using weighted gene correlation network analysis to identify clusters of highly correlated genes differently expressed in patients with PSVD. We next evaluated the molecular pathways enriched in patients with PSVD and the core-related genes from the most significantly enriched pathways in patients with PSVD. Our main findings were validated using RNA sequencing in a different cohort of PSVD, cirrhosis and HNL (n = 8 for each group). RESULTS Patients with PSVD have a distinctive genetic profile enriched mainly in canonical pathways involving hemostasis and coagulation but also lipid metabolism and oxidative phosphorylation. Serpin family (SERPINC1), the apolipoproteins (APOA, APOB, APOC), ATP synthases (ATP5G1, ATP5B), fibrinogen genes (FGB, FGA) and alpha-2-macroglobulin were identified as highly connective genes that may have an important role in PSVD pathogenesis. CONCLUSION PSVD has a unique transcriptomic profile and we have identified deregulation of pathways involved in vascular homeostasis as the main pathogenic event of disease development. LAY SUMMARY Porto-sinusoidal vascular disease is a rare but life-shortening disease that affects mainly young people. Knowledge of the disrupted pathways involved in its development will help to identify novel therapeutic targets and new treatments. Using a systems biology approach, we identify that pathways regulating endothelial function and tone may act as drivers of porto-sinusoidal vascular disease.
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Affiliation(s)
- Virginia Hernández-Gea
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain.
| | - Genís Campreciós
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Fabián Betancourt
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Valeria Pérez-Campuzano
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Susana Seijo
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Alba Díaz
- Pathology Department, Biomedical Diagnostic Centre, Hospital Clínic Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Catalonia, Spain
| | - Rocío Gallego-Durán
- Digestive Diseases Unit, Hospital Universitario Virgen del Rocío. SeLiver group, Instituto de Biomedicina de Sevilla/CSIC/Universidad de Sevilla, Sevilla, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Pol Olivas
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Lara Orts
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Marta Magaz
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain
| | - Anna Baiges
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Fanny Turon
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Julia Sidorova
- Bioinformatic Platform, Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Manuel Romero-Gómez
- Digestive Diseases Unit, Hospital Universitario Virgen del Rocío. SeLiver group, Instituto de Biomedicina de Sevilla/CSIC/Universidad de Sevilla, Sevilla, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Juan-José Lozano
- Bioinformatic Platform, Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain
| | - Juan Carlos García-Pagán
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, IDIBAPS, University of Barcelona, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Catalonia, Spain; Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Spain.
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Iacob S, Cicinnati V, Kabar I, Hüsing-Kabar A, Radtke A, Iacob R, Baba H, Schmidt HH, Paul A, Beckebaum S. Prediction of late allograft dysfunction following liver transplantation by immunological blood biomarkers. Transpl Immunol 2021; 69:101448. [PMID: 34391882 DOI: 10.1016/j.trim.2021.101448] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 08/09/2021] [Accepted: 08/10/2021] [Indexed: 02/09/2023]
Abstract
BACKGROUND An accelerated course of hepatic fibrosis may occur in liver transplantation (LT) patients despite normal or slightly abnormal liver blood tests. AIM To identify screening tools based on blood biomarkers to predict late allograft dysfunction in LT recipients. METHODS 174 LT recipients were enrolled. Liver biopsy, liver functional tests, cytokine quantitation in serum, as well as soluble MHC class I polypeptide-related sequence A and B (sMICA/sMICB) and soluble UL16 binding protein 2 (sULBP2) were performed. RESULTS Patients with late graft dysfunction had a significantly higher donor age, lower albumin level, higher alanine (ALT) and aspartate aminotransferase (AST), gamma-glutamyl transpeptidase (GGT), total bilirubin and alkaline phosphatase (ALP), higher sMICA, sULBP2, higher interleukin (IL) 6, interferon γ and lower IL10 in serum as compared to recipients without allograft dysfunction. In order to provide a better statistical accuracy for discriminating 5-year allograft dysfunction from other less progressive subtype of allograft injury, we established a predictive model, based on 7 parameters (serum ALP, ALT, AST, GGT, sMICA, IL6 and albumin) which provided an Area Under the Receiver Operating Characteristics (AUROC) curve of 0.905. CONCLUSIONS Blood-based biomarkers can significantly improve prediction of late liver allograft outcome in LT patients. The new developed score comprising serum parameters, with an excellent AUROC, can be reliably used for diagnosing late allograft dysfunction in transplanted patients.
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Affiliation(s)
- Speranta Iacob
- Center for Digestive Diseases and Liver Transplantation, Fundeni Clinical Institute, Bucharest, Romania; Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.
| | - Vito Cicinnati
- Department of Medicine B for Gastroenterology and Hepatology, University Hospital Muenster, 48149 Muenster, Germany
| | - Iyad Kabar
- Department of Medicine B for Gastroenterology and Hepatology, University Hospital Muenster, 48149 Muenster, Germany
| | - Anna Hüsing-Kabar
- Department of Medicine B for Gastroenterology and Hepatology, University Hospital Muenster, 48149 Muenster, Germany
| | - Arnold Radtke
- Department of General, Visceral and Transplant Surgery, Comprehensive Cancer Center, University of Tübingen, 72076 Tübingen, Germany
| | - Razvan Iacob
- Center for Digestive Diseases and Liver Transplantation, Fundeni Clinical Institute, Bucharest, Romania; Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Hideo Baba
- Institute for Pathology, University Hospital Essen, 45147 Essen, Germany
| | - Hartmut H Schmidt
- Department of Medicine B for Gastroenterology and Hepatology, University Hospital Muenster, 48149 Muenster, Germany
| | - Andreas Paul
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, 45147 Essen, Germany
| | - Susanne Beckebaum
- Department of Medicine B for Gastroenterology and Hepatology, University Hospital Muenster, 48149 Muenster, Germany
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28
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Gül-Klein S, Hegermann H, Röhle R, Schmelzle M, Tacke F, Schöning W, Öllinger R, Dziodzio T, Maier P, Plewe JM, Horst D, Sauer IM, Pratschke J, Lachmann N, Eurich D. Donor-Specific Antibodies Against Donor Human Leukocyte Antigen are Associated with Graft Inflammation but Not with Fibrosis Long-Term After Liver Transplantation: An Analysis of Protocol Biopsies. J Inflamm Res 2021; 14:2697-2712. [PMID: 34188517 PMCID: PMC8236257 DOI: 10.2147/jir.s307778] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/04/2021] [Indexed: 02/06/2023] Open
Abstract
Background Donor-specific antibodies (DSA) against donor human leukocyte antigen after liver transplantation, which are associated with histological changes, have been widely studied with respect to their sustained impact on transplant function. However, their long-term impact after liver transplantation remains unclear. Methods We performed a cross-sectional analysis from June 2016 to July 2017 that included all patients who presented themselves for scheduled follow-up after receiving a liver transplantation between September 1989 and December 2016. In addition to a liver protocol biopsy, patients were screened for human leukocyte antigen antibodies (HLAab) and donor-specific antibodies. Subsequently, the association between human leukocyte antigen antibodies, donor-specific antibodies, histologic and clinical features, and immunosuppression was analyzed. Results Analysis for human leukocyte antigen antibodies and donor-specific antibodies against donor human leukocyte antigen was performed for 291 and 271 patients. A significant association between higher inflammation grades and the presence of human leukocyte antigen antibodies and donor-specific antibodies was detected, while fibrosis stages remained unaffected. These results were confirmed by multivariate logistic regression for inflammation showing a significant increase for presence of human leukocyte antigen antibodies and donor-specific antibodies (OR: 4.43; 95% CI: 1.67–12.6; p=0.0035). Furthermore, the use of everolimus in combination with tacrolimus was significantly associated with the status of negative human leukocyte antigen antibodies and donor-specific antibodies. Viral etiology for liver disease, hepatocellular carcinoma (HCC) and higher steatosis grades of the graft were significantly associated with a lower rate of human leukocyte antigen antibodies. The impact of human leukocyte antigen antibodies and donor-specific antibodies against donor human leukocyte antigen was associated with higher levels of laboratory parameters, such as transaminases and bilirubin. Conclusion Donor-specific antibodies against donor human leukocyte antigen are associated with histological and biochemical graft inflammation after liver transplantation, while fibrosis seems to be unaffected. Future studies should validate these findings for longer observation periods and specific subgroups.
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Affiliation(s)
- Safak Gül-Klein
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Henriette Hegermann
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Robert Röhle
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Biometry and Clinical Epidemiology, Berlin, Germany.,Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Coordinating Center for Clinical Studies, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Moritz Schmelzle
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Frank Tacke
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Hepatology & Gastroenterology, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Wenzel Schöning
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Robert Öllinger
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Tomasz Dziodzio
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Patrick Maier
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Julius M Plewe
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - David Horst
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Igor Maximilian Sauer
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Biometry and Clinical Epidemiology, Berlin, Germany
| | - Johann Pratschke
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Nils Lachmann
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, HLA Laboratory, Institute of Transfusion Medicine, Histocompatibility and Immunogenetics, Charité - Universitätsmedizin, Berlin, Germany
| | - Dennis Eurich
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
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29
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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: 60] [Impact Index Per Article: 20.0] [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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30
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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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31
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Abstract
PURPOSE OF REVIEW Achieving operational tolerance remains a priority in liver transplantation. Although several biomarkers of tolerance and rejection have been identified, few have been reproducible and validated across centers, and therefore have yet to reach clinical practice. Here we summarize findings from prior seminal studies and review current developments in profiling the liver allograft. RECENT FINDINGS Substantial efforts and progress have been made in the recent years towards the discovery of reliable biomarkers that can predict and guide successful immunosuppression withdrawal. Recent studies have also investigated the transcriptomic signatures underlying not only acute rejection but also subclinical inflammation and chronic allograft injury. SUMMARY As new genomic and sequencing technologies continue to develop, clinical trials are underway to validate biomarkers of tolerance, as well as better understand the mechanisms of both acute and subclinical rejection, with the goal of maximizing allograft survival. Altogether, this will hopefully enable the implementation of immunosuppression withdrawal protocols into clinical practice and make operational tolerance reliably attainable in the near future.
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Affiliation(s)
| | - Josh Levitsky
- Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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32
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Merritt E, Londoño MC, Childs K, Whitehouse G, Kodela E, Sánchez-Fueyo A, Martínez-Llordella M. On the impact of hepatitis C virus and heterologous immunity on alloimmune responses following liver transplantation. Am J Transplant 2021; 21:247-257. [PMID: 32524678 DOI: 10.1111/ajt.16134] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Revised: 06/03/2020] [Accepted: 06/03/2020] [Indexed: 01/25/2023]
Abstract
Virus-induced heterologous immunity is considered a barrier to transplantation tolerance. Yet, hepatitis C (HCV)-infected liver transplant (LT) patients occasionally achieve operational tolerance. We investigated the mechanisms through which HCV infection modulates donor-specific T cell responses following LT and the influence of HCV eradication. We generated T cell lines from HCV-infected LT and non-LT patients before and after HCV eradication and quantified alloreactive responses using cell lines expressing single-HLA class-I antigens in the presence/absence of PD-1/CTLA-4 blockade. HCV-specific CD8+ T cells cross-reacted with allogeneic class-I HLA molecules. HCV-positive LT recipients exhibited a higher proportion of CD8+ T cells coexpressing inhibitory receptors (PD-1/CTLA4) than HCV-negative LT, and their expression correlated with CXCL10 plasma levels. This resulted in decreased antidonor and third-party proliferative responses, which were significantly reversed by HCV eradication. PD-1/CTLA-4 blockade increased the proportion of HCV-specific CD8+ T cells reacting against donor only before viral clearance. In conclusion, HCV infection results in the generation of HCV-specific CD8+ T cells capable of reacting against allogeneic HLA molecules. Following LT, this results in a PD-1/CTLA4-dependent decrease in alloimmune responses. Our findings challenge the notion that heterologous immunity is necessarily detrimental in LT and provide an explanation for the association between HCV eradication and immune-mediated allograft damage.
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Affiliation(s)
- Elliot Merritt
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
| | - Maria-Carlota Londoño
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
- Liver Unit, Hospital Clínic Barcelona, IDIBAPS, CIBEREHD, Barcelona, Spain
| | - Kate Childs
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
| | - Gavin Whitehouse
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
| | - Elisavet Kodela
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
| | - Alberto Sánchez-Fueyo
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
| | - Marc Martínez-Llordella
- MRC Centre for Transplantation, Department of Inflammation Biology, Faculty e Sciences & Medicine, Institute of Liver Studies, King's College London, London, UK
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33
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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: 64] [Impact Index Per Article: 16.0] [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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34
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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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35
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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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36
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Höfer A, Jonigk D, Hartleben B, Verboom M, Hallensleben M, Manns MP, Jaeckel E, Taubert R. Non-invasive screening for subclinical liver graft injury in adults via donor-specific anti-HLA antibodies. Sci Rep 2020; 10:14242. [PMID: 32859929 PMCID: PMC7455737 DOI: 10.1038/s41598-020-70938-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 07/02/2020] [Indexed: 02/06/2023] Open
Abstract
The majority of liver grafts exhibit abnormal histological findings late after transplantation, even when liver enzymes are normal. Such subclinical graft injuries were associated with rejection and fibrosis progression in recent studies. The identification of non-invasive biomarkers for subclinical graft injury might help to individualize immunosuppression. Therefore, graft injury was assessed in 133 liver biopsies with normal/near normal liver enzymes from a prospective liver biopsy program. Cytokeratin-18 cell death marker (M65) and donor specific anti-HLA antibodies (DSA) were measured as non-invasive markers in paired plasma samples in addition to routine parameters. M65 was associated with subclinical graft injury but this association was too weak for reasonable clinical application. DSA positivity was associated with more graft inflammation (OR = 5.4) and more fibrosis (OR = 4.2). Absence of DSA excluded fibrosis in 87–89%, while presence of DSA excluded histological criteria for immunosuppression minimization attempts in 92–97%. While CK18 cell death marker had no diagnostic value for the detection of subclinical liver graft injury, DSA testing can help to preselect patients for immunosuppression reduction in case of DSA negativity, while DSA positivity should prompt elastography or liver biopsy for the assessment of subclinical graft injury.
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Affiliation(s)
- Anne Höfer
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.,Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany.,European Reference Network On Hepatological Diseases (ERN RARE-LIVER), Hannover, Germany
| | - Danny Jonigk
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Björn Hartleben
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Murielle Verboom
- Institute for Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Michael Hallensleben
- Institute for Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Michael P Manns
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.,European Reference Network On Hepatological Diseases (ERN RARE-LIVER), Hannover, Germany
| | - Elmar Jaeckel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.,Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany.,European Reference Network On Hepatological Diseases (ERN RARE-LIVER), Hannover, Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany. .,Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany. .,European Reference Network On Hepatological Diseases (ERN RARE-LIVER), Hannover, Germany.
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37
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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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38
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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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39
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Du X, Chang S, Guo W, Zhang S, Chen ZK. Progress in Liver Transplant Tolerance and Tolerance-Inducing Cellular Therapies. Front Immunol 2020; 11:1326. [PMID: 32670292 PMCID: PMC7326808 DOI: 10.3389/fimmu.2020.01326] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 05/26/2020] [Indexed: 12/12/2022] Open
Abstract
Liver transplantation is currently the most effective method for treating end-stage liver disease. However, recipients still need long-term immunosuppressive drug treatment to control allogeneic immune rejection, which may cause various complications and affect the long-term survival of the recipient. Many liver transplant researchers constantly pursue the induction of immune tolerance in liver transplant recipients, immunosuppression withdrawal, and the maintenance of good and stable graft function. Although allogeneic liver transplantation is more tolerated than transplantation of other solid organs, and it shows a certain incidence of spontaneous tolerance, there is still great risk for general recipients. With the gradual progress in our understanding of immune regulatory mechanisms, a variety of immune regulatory cells have been discovered, and good results have been obtained in rodent and non-human primate transplant models. As immune cell therapies can induce long-term stable tolerance, they provide a good prospect for the induction of tolerance in clinical liver transplantation. At present, many transplant centers have carried out tolerance-inducing clinical trials in liver transplant recipients, and some have achieved gratifying results. This article will review the current status of liver transplant tolerance and the research progress of different cellular immunotherapies to induce this tolerance, which can provide more support for future clinical applications.
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Affiliation(s)
- Xiaoxiao Du
- Henan Key Laboratory of Digestive Organ Transplantation, Open and Key Laboratory of Hepatobiliary & Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, ZhengZhou Key Laboratory of Hepatobiliary & Pancreatic Diseases and Organ Transplantation, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Sheng Chang
- Key Laboratory of Organ Transplantation, Institute of Organ Transplantation, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Ministry of Education, NHC Key Laboratory of Organ Transplantation, Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, China
| | - Wenzhi Guo
- Henan Key Laboratory of Digestive Organ Transplantation, Open and Key Laboratory of Hepatobiliary & Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, ZhengZhou Key Laboratory of Hepatobiliary & Pancreatic Diseases and Organ Transplantation, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuijun Zhang
- Henan Key Laboratory of Digestive Organ Transplantation, Open and Key Laboratory of Hepatobiliary & Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, ZhengZhou Key Laboratory of Hepatobiliary & Pancreatic Diseases and Organ Transplantation, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhonghua Klaus Chen
- Key Laboratory of Organ Transplantation, Institute of Organ Transplantation, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Ministry of Education, NHC Key Laboratory of Organ Transplantation, Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, China
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40
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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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41
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Millán O, Ruiz P, Orts L, Ferré P, Crespo G, Santana M, Fortuna V, Quintairos L, Navasa M, Brunet M. Monitoring of miR-181a-5p and miR-155-5p Plasmatic Expression as Prognostic Biomarkers for Acute and Subclinical Rejection in de novo Adult Liver Transplant Recipients. Front Immunol 2019; 10:873. [PMID: 31068943 PMCID: PMC6491707 DOI: 10.3389/fimmu.2019.00873] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 04/05/2019] [Indexed: 12/26/2022] Open
Abstract
Background and Aims: News strategies for the accurate assessment of the state of immunosuppression (IS) in liver transplant recipients are needed to prevent rejection and minimize drug-related side effects. miRNAs can potentially be used as diagnostic or prognostic biomarkers in transplant patients. This study evaluated the capacity of a plasmatic miRNA panel (miR-155-5p, miR-122-5p, miR-181a-5p, and miR148-3p) as an early non-invasive prognostic and diagnostic biomarker for T cell-mediated acute rejection (TCMAR) and subclinical rejection (SCR) in adult liver recipients. Methods: A total of 145 liver recipients were included. All patients received a calcineurin inhibitor with or without mycophenolate mofetil and methylprednisolone. Plasmatic miRNA expression was assessed by qPCR before and at different time-points after liver transplantation. Results: Seventeen patients experienced TCMAR, and eight were diagnosed with SCR during the protocol biopsy at the 3rd month post-transplantation. Pre-transplantation, miR-155-5p expression was significantly higher in TCMAR patients and in SCR patients than in non-rejectors, and miR-181a-5p expression was also significantly higher in SCR patients than in non-rejectors. Post-transplantation, before transaminase-level modification, significantly increased miR-181a-5p, miR-155-5p, and miR-122-5p expression was observed in TCMAR and SCR patients. Binary logistic regression analyses showed, post-transplantation, that TCMAR risk was better predicted by individual expression of miR-181a-5p (LOGIT = -6.35 + 3.87*miR-181a-5p), and SCR risk was better predicted by the combination of miR-181a-5p and miR-155-5p expression (LOGIT = -5.18 + 2.27*miR-181a-5p+1.74*miR-155-5p). Conclusions: Pre-transplantation plasmatic miR-155-5p expression may be useful for stratifying low-immunologic-risk patients, and post-transplantation miR-181a-5p and miR-155-5p may be candidates for inclusion in early, non-invasive prognostic biomarker panels to prevent TCMAR or SCR and better identify patient candidates for IS minimization. Large prospective randomized multicenter trials are needed to refine the cut-off values and algorithms and validate the clinical usefulness of these biomarkers.
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Affiliation(s)
- Olga Millán
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Pablo Ruiz
- Liver Unit, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Lara Orts
- Liver Unit, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Paula Ferré
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Gonzalo Crespo
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Liver Unit, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Miguel Santana
- Liver Unit, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Virginia Fortuna
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Luís Quintairos
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Miguel Navasa
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Liver Unit, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Mercè Brunet
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain
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42
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Feng S, Bucuvalas J. Reply. Liver Transpl 2018; 24:1305-1306. [PMID: 30120815 DOI: 10.1002/lt.25288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 06/06/2018] [Indexed: 01/13/2023]
Affiliation(s)
- Sandy Feng
- Department of Surgery, Division of Transplantation, University of California, San Francisco, San Francisco, CA
| | - John Bucuvalas
- Department of Pediatrics and Recanati/Miller Transplant Institute Icahn School of Medicine at Mt Sinai, New York, NY
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