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Demir Z, Raynaud M, Aubert O, Debray D, Sebagh M, Duong Van Huyen JP, Del Bello A, Jolivet NC, Paradis V, Durand F, Muratot S, Lozach C, Chardot C, Francoz C, Kamar N, Sarnacki S, Coilly A, Samuel D, Vibert E, Féray C, Lefaucheur C, Loupy A. Identification of liver transplant biopsy phenotypes associated with distinct liver biological markers and allograft survival. Am J Transplant 2024; 24:954-966. [PMID: 38097016 DOI: 10.1016/j.ajt.2023.12.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 11/07/2023] [Accepted: 12/06/2023] [Indexed: 01/01/2024]
Abstract
The intricate association between histologic lesions and circulating antihuman leucocyte antigen donor-specific antibodies (DSA) in liver transplantation (LT) requires further clarification. We conducted a probabilistic, unsupervised approach in a comprehensively well-annotated LT cohort to identify clinically relevant archetypes. We evaluated 490 pairs of LT biopsies with DSA testing from 325 recipients transplanted between 2010 and 2020 across 3 French centers and an external cohort of 202 biopsies from 128 recipients. Unsupervised archetypal analysis integrated all clinico-immuno-histologic parameters of each biopsy to identify biopsy archetypes. The median time after LT was 1.17 (interquartile range, 0.38-2.38) years. We identified 7 archetypes distinguished by clinico-immuno-histologic parameters: archetype #1: severe T cell-mediated rejection (15.9%); #2: chronic rejection with ductopenia (1.8%); #3: architectural and microvascular damages (3.5%); #4: (sub)normal (55.9%); #5: mild T cell-mediated rejection (4.9%); #6: acute antibody-mediated rejection (6.5%); and #7: chronic rejection with DSA (11.4%). Cell infiltrates vary in the archetype. These archetypes were associated with distinct liver biological markers and allograft outcomes. These findings remained consistent when stratified using the patient's age or indications for LT, with good performance in the external cohort (mean highest probability assignment = 0.58, standard deviation ± 0.17). In conclusion, we have identified clinically meaningful archetypes, providing valuable insights into the intricate DSA-histology association, which may help standardize liver allograft pathology classification.
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Affiliation(s)
- Zeynep Demir
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France
| | - Marc Raynaud
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France
| | - Olivier Aubert
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France; Kidney Transplantation Department, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Dominique Debray
- Pediatric Hepatology and Liver Transplantation Unit, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Mylène Sebagh
- Pathology Department Paul-Brousse Hospital, Assistance Publique - Hôpitaux de Paris, Villejuif, France
| | - Jean-Paul Duong Van Huyen
- Pathology Department, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Arnaud Del Bello
- Department of Nephrology and Organ Transplantation, CHU Rangueil, Toulouse, France
| | - Nicolas Congy Jolivet
- Department of Immunology, Hôpital de Rangueil, CHU de Toulouse, Molecular Immunogenetics Laboratory, EA 3034, IFR150 (INSERM), Toulouse, France
| | - Valérie Paradis
- Pathology Department, Beaujon Hospital, Assistance Publique - Hôpitaux de Paris, Clichy, France
| | - François Durand
- Hepatology Department, Beaujon Hospital, Assistance Publique - Hôpitaux de Paris, Clichy, France
| | - Sophie Muratot
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France
| | - Cécile Lozach
- Department of Pediatric Radiology, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Christophe Chardot
- Department of Pediatric Surgery, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Claire Francoz
- Hepatology Department, Beaujon Hospital, Assistance Publique - Hôpitaux de Paris, Clichy, France
| | - Nassim Kamar
- Department of Nephrology and Organ Transplantation, CHU Rangueil, Toulouse, France
| | - Sabine Sarnacki
- Department of Pediatric Surgery, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Audrey Coilly
- Hepatobiliary Center, Paul-Brousse Hospital, Assistance Publique - Hôpitaux de Paris, Inserm Paris-Saclay Research Unit 1193, Paris-Saclay University, Villejuif, France
| | - Didier Samuel
- Hepatobiliary Center, Paul-Brousse Hospital, Assistance Publique - Hôpitaux de Paris, Inserm Paris-Saclay Research Unit 1193, Paris-Saclay University, Villejuif, France
| | - Eric Vibert
- Hepatobiliary Center, Paul-Brousse Hospital, Assistance Publique - Hôpitaux de Paris, Inserm Paris-Saclay Research Unit 1193, Paris-Saclay University, Villejuif, France
| | - Cyrille Féray
- Hepatobiliary Center, Paul-Brousse Hospital, Assistance Publique - Hôpitaux de Paris, Inserm Paris-Saclay Research Unit 1193, Paris-Saclay University, Villejuif, France
| | - Carmen Lefaucheur
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France; Department of Nephrology and Kidney Transplantation, Saint-Louis Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Alexandre Loupy
- Paris Translational Research Center for Organ Transplantation, Université de Paris Cité, INSERM, PARCC, Paris, France; Kidney Transplantation Department, Necker enfants malades Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
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