1
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Meuleman MS, Petitprez F, Pickering MC, Le Quintrec M, Artero MR, Duval A, Rabant M, Gilmore A, Boyer O, Hogan J, Servais A, Provot F, Gnemmi V, Eloudzeri M, Grunenwald A, Buob D, Boffa JJ, Moktefi A, Audard V, Goujon JM, Bridoux F, Thervet E, Karras A, Roumenina LT, Frémeaux Bacchi V, Duong Van Huyen JP, Chauvet S. Complement Terminal Pathway Activation and Intrarenal Immune Response in C3 Glomerulopathy. J Am Soc Nephrol 2024; 35:1034-1044. [PMID: 38709564 DOI: 10.1681/asn.0000000000000373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/29/2024] [Indexed: 05/08/2024] Open
Abstract
Key Points
We evidenced terminal pathway activation (C5b-9 deposits) in most of the glomeruli on kidney biopsy of C3 glomerulopathy.The amount of C5b-9 deposits correlated with disease prognosis in C3 glomerulopathy.Increased terminal pathway activation was found predominantly in a subgroup exhibiting an immuno-fibroblastic signature.
Background
C3 glomerulopathy is a rare disease resulting from an overactivation of the complement alternative pathway. Although there is also evidence of terminal pathway activation, its occurrence and consequences on the disease have been poorly studied.
Methods
We retrospectively studied a cohort of 42 patients diagnosed with C3 glomerulopathy. We performed centralized extensive characterization of histological parameters. Kidney C5b-9 staining was performed as a marker of terminal pathway activation; intrarenal immune response was characterized through transcriptomic analysis.
Results
Eighty-eight percent of biopsies showed C5b-9 deposits in glomeruli. Biopsies were grouped according to the amount of C5b-9 deposits (no or low n=15/42, 36%; intermediate n=15/42, 36%; and high n=12/42, 28%). Patients with high C5b-9 deposits significantly differed from the two other groups of patients and were characterized by a significant higher histological chronicity score (P = 0.005) and lower outcome-free survival (P = 0.001). In multivariable analysis, higher glomerular C5b-9 remained associated with poor kidney prognosis after adjustment. One third of the 847 studied immune genes were upregulated in C3 glomerulopathy biopsies compared with controls. Unsupervised clustering on differentially expressed genes identified a group of kidney biopsies enriched in high glomerular C5b-9 with high immune and fibroblastic signature and showed high chronicity scores on histological examination.
Conclusions
In a cohort of patients with C3 glomerulopathy, intrarenal terminal pathway activation was associated with specific histological phenotype and disease prognosis.
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Affiliation(s)
- Marie-Sophie Meuleman
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
| | - Florent Petitprez
- Centre for Reproductive Health, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Matthew C Pickering
- Department of Immunology and Inflammation, Centre for Inflammatory Disease, Imperial College, London, United Kingdom
| | - Moglie Le Quintrec
- Department of Nephrology, Montpellier University Hospital, Montpellier, France
| | - Mikel Rezola Artero
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
| | - Anna Duval
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
- Department of Nephrology, Strasbourg University Hospital, Strasbourg, France
| | - Marion Rabant
- Department of Anathomopathology, Necker Hospital, APHP, Paris, France
- Département Croissance et Signalisation, INSERM U1151, CNRS UMR 8253, Institut Necker-Enfants Malades, Paris, France
| | - Alyssa Gilmore
- Department of Immunology and Inflammation, Centre for Inflammatory Disease, Imperial College, London, United Kingdom
| | - Olivia Boyer
- Pediatric Nephrology, Necker-Enfants Malades University Hospital, MARHEA reference center, APHP, Institut Imagine, Université Paris Cité, Paris, France
| | - Julien Hogan
- Department of pediatric Nephrology, Robert Debré Hospital, APHP, Paris, France
| | - Aude Servais
- Department of Nephrology, Necker-Enfants Malades Hospital, APHP, Paris, France
| | - François Provot
- Department of Nephrology, Lille University Hospital, Lille, France
| | - Vivianne Gnemmi
- Department of Pathology, Lille University Hospital, Lille, France
| | - Maeva Eloudzeri
- Département Croissance et Signalisation, INSERM U1151, CNRS UMR 8253, Institut Necker-Enfants Malades, Paris, France
| | - Anne Grunenwald
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
- Department of Nephrology, Poissy Intercommunal Hospital, Poissy, France
| | - David Buob
- Department of Pathology, Tenon Hospital, APHP, Paris, France
| | | | - Anissa Moktefi
- Department of Pathology, Henri Mondor Hospital, APHP, Créteil, France
| | - Vincent Audard
- Assistance Publique des Hôpitaux de Paris (AP-HP), Nephrology and Renal Transplantation Department, Henri Mondor Hospital University, Centre de Référence Maladie Rare Syndrome Néphrotique Idiopathique, Fédération Hospitalo-Universitaire Innovative therapy for immune disorders, Créteil, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) U955, Institut Mondor de Recherche Biomédicale (IMRB), Univ Paris Est Créteil, Créteil, France
| | | | - Frank Bridoux
- Department of Nephrology, Poitiers University Hospital, Poitiers, France
| | - Eric Thervet
- Department of Nephrology, European Hospital Georges Pompidou, APHP, Paris, France
- Paris Cité University, Paris, France
| | - Alexandre Karras
- Department of Nephrology, European Hospital Georges Pompidou, APHP, Paris, France
- Paris Cité University, Paris, France
| | - Lubka T Roumenina
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
| | - Véronique Frémeaux Bacchi
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
- Department of Immunology, European Hospital Georges Pompidou, APHP, Paris, France
| | - Jean-Paul Duong Van Huyen
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
- Department of Anathomopathology, Necker Hospital, APHP, Paris, France
- Paris Cité University, Paris, France
| | - Sophie Chauvet
- Inflammation, Complement and Cancer Team, Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Paris, France
- Department of Nephrology, European Hospital Georges Pompidou, APHP, Paris, France
- Paris Cité University, Paris, France
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2
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Tasca P, van den Berg BM, Rabelink TJ, Wang G, Heijs B, van Kooten C, de Vries APJ, Kers J. Application of spatial-omics to the classification of kidney biopsy samples in transplantation. Nat Rev Nephrol 2024:10.1038/s41581-024-00861-x. [PMID: 38965417 DOI: 10.1038/s41581-024-00861-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2024] [Indexed: 07/06/2024]
Abstract
Improvement of long-term outcomes through targeted treatment is a primary concern in kidney transplant medicine. Currently, the validation of a rejection diagnosis and subsequent treatment depends on the histological assessment of allograft biopsy samples, according to the Banff classification system. However, the lack of (early) disease-specific tissue markers hinders accurate diagnosis and thus timely intervention. This challenge mainly results from an incomplete understanding of the pathophysiological processes underlying late allograft failure. Integration of large-scale multimodal approaches for investigating allograft biopsy samples might offer new insights into this pathophysiology, which are necessary for the identification of novel therapeutic targets and the development of tailored immunotherapeutic interventions. Several omics technologies - including transcriptomic, proteomic, lipidomic and metabolomic tools (and multimodal data analysis strategies) - can be applied to allograft biopsy investigation. However, despite their successful application in research settings and their potential clinical value, several barriers limit the broad implementation of many of these tools into clinical practice. Among spatial-omics technologies, mass spectrometry imaging, which is under-represented in the transplant field, has the potential to enable multi-omics investigations that might expand the insights gained with current clinical analysis technologies.
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Affiliation(s)
- Paola Tasca
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Transplant Center, Leiden University Medical Center, Leiden, the Netherlands
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Bernard M van den Berg
- Department of Internal Medicine, Division of Nephrology, Einthoven Laboratory of Vascular and Regenerative Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Ton J Rabelink
- Department of Internal Medicine, Division of Nephrology, Einthoven Laboratory of Vascular and Regenerative Medicine, Leiden University Medical Center, Leiden, the Netherlands
- The Novo Nordisk Foundation Center for Stem Cell Medicine (Renew), Leiden University Medical Center, Leiden, the Netherlands
| | - Gangqi Wang
- Department of Internal Medicine, Division of Nephrology, Einthoven Laboratory of Vascular and Regenerative Medicine, Leiden University Medical Center, Leiden, the Netherlands
- The Novo Nordisk Foundation Center for Stem Cell Medicine (Renew), Leiden University Medical Center, Leiden, the Netherlands
| | - Bram Heijs
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
- Bruker Daltonics GmbH & Co. KG, Bremen, Germany
| | - Cees van Kooten
- Leiden Transplant Center, Leiden University Medical Center, Leiden, the Netherlands
- Department of Internal Medicine, Division of Nephrology, Einthoven Laboratory of Vascular and Regenerative Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Aiko P J de Vries
- Leiden Transplant Center, Leiden University Medical Center, Leiden, the Netherlands.
- Department of Internal Medicine, Division of Nephrology, Einthoven Laboratory of Vascular and Regenerative Medicine, Leiden University Medical Center, Leiden, the Netherlands.
| | - Jesper Kers
- Leiden Transplant Center, Leiden University Medical Center, Leiden, the Netherlands
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
- Department of Pathology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Center for Analytical Sciences Amsterdam, Van't Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam, the Netherlands
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3
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Vaulet T, Callemeyn J, Lamarthée B, Antoranz A, Debyser T, Koshy P, Anglicheau D, Colpaert J, Gwinner W, Halloran PF, Kuypers D, Tinel C, Van Craenenbroeck A, Van Loon E, Marquet P, Bosisio F, Naesens M. The Clinical Relevance of the Infiltrating Immune Cell Composition in Kidney Transplant Rejection. J Am Soc Nephrol 2024; 35:886-900. [PMID: 38640017 PMCID: PMC11230711 DOI: 10.1681/asn.0000000000000350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 04/02/2024] [Indexed: 04/21/2024] Open
Abstract
Key Points
The estimated composition of immune cells in kidney transplants correlates poorly with the primary rejection categories defined by Banff criteria.Spatial cell distribution could be coupled with a detailed cellular composition to assess causal triggers for allorecognition.Intragraft CD8temra cells showed strong and consistent association with graft failure, regardless of the Banff rejection phenotypes.
Background
The link between the histology of kidney transplant rejection, especially antibody-mediated rejection, T-cell–mediated rejection, and mixed rejection, and the types of infiltrating immune cells is currently not well charted. Cost and technical complexity of single-cell analysis hinder large-scale studies of the relationship between cell infiltrate profiles and histological heterogeneity.
Methods
In this cross-sectional study, we assessed the composition of nine intragraft immune cell types by using a validated kidney transplant–specific signature matrix for deconvolution of bulk transcriptomics in three different kidney transplant biopsy datasets (N=403, N=224, N=282). The association and discrimination of the immune cell types with the Banff histology and the association with graft failure were assessed individually and with multivariable models. Unsupervised clustering algorithms were applied on the overall immune cell composition and compared with the Banff phenotypes.
Results
Banff-defined rejection was related to high presence of CD8+ effector T cells, natural killer cells, monocytes/macrophages, and, to a lesser extent, B cells, whereas CD4+ memory T cells were lower in rejection compared with no rejection. Estimated intragraft effector memory–expressing CD45RA (TEMRA) CD8+ T cells were strongly and consistently associated with graft failure. The large heterogeneity in immune cell composition across rejection types prevented supervised and unsupervised methods to accurately recover the Banff phenotypes solely on the basis of immune cell estimates. The lack of correlation between immune cell composition and Banff-defined rejection types was validated using multiplex immunohistochemistry.
Conclusions
Although some specific cell types (FCGR3A
+ myeloid cells, CD14
+ monocytes/macrophages, and NK cells) partly discriminated between rejection phenotypes, the overall estimated immune cell composition of kidney transplants was ill-related to main Banff-defined rejection categories and added to the Banff lesion scoring and evaluation of rejection severity. The estimated intragraft CD8temra cells bore strong and consistent association with graft failure and were independent of Banff-grade rejection.
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Affiliation(s)
- Thibaut Vaulet
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Baptiste Lamarthée
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- EFS, INSERM, UMR RIGHT, Université de Franche-Comté, Besançon, France
| | - Asier Antoranz
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Tim Debyser
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Priyanka Koshy
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, Necker-Enfants Malades Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
- Inserm U1151, Necker Enfants-Malades Institute, Université Paris Cité, Paris, France
| | - Jill Colpaert
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Wilfried Gwinner
- Department of Nephrology, Hannover Medical School, Hannover, Germany
| | - Philip F Halloran
- Division of Nephrology and Transplant Immunology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- EFS, INSERM, UMR RIGHT, Université de Franche-Comté, Besançon, France
- Department of Nephrology and Kidney Transplantation, Dijon University Hospital, Dijon, France
| | - Amaryllis Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Pierre Marquet
- Department of Pharmacology and Transplantation, Inserm U1248, Limoges University Hospital, University of Limoges, Limoges, France
| | - Francesca Bosisio
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
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4
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Diebold M, Farkash EA, Barnes J, Regele H, Kozakowski N, Schatzl M, Mayer KA, Haindl S, Vietzen H, Hidalgo LG, Halloran PF, Eskandary F, Böhmig GA. Natural Killer Cell Presence in Antibody-Mediated Rejection. Transpl Int 2024; 37:13209. [PMID: 38979120 PMCID: PMC11228143 DOI: 10.3389/ti.2024.13209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 06/12/2024] [Indexed: 07/10/2024]
Abstract
Transcript analyses highlight an important contribution of natural killer (NK) cells to microvascular inflammation (MVI) in antibody-mediated rejection (ABMR), but only few immunohistologic studies have quantified their spatial distribution within graft tissue. This study included 86 kidney transplant recipients who underwent allograft biopsies for a positive donor-specific antibody (DSA) result. NK cells were visualized and quantified within glomeruli and peritubular capillaries (PTC), using immunohistochemistry for CD34 alongside CD16/T-bet double-staining. Staining results were analyzed in relation to histomorphology, microarray analysis utilizing the Molecular Microscope Diagnostic System, functional NK cell genetics, and clinical outcomes. The number of NK cells in glomeruli per mm2 glomerular area (NKglom) and PTC per mm2 cortical area (NKPTC) was substantially higher in biopsies with ABMR compared to those without rejection, and correlated with MVI scores (NKglom Spearman's correlation coefficient [SCC] = 0.55, p < 0.001, NKPTC 0.69, p < 0.001). In parallel, NK cell counts correlated with molecular classifiers reflecting ABMR activity (ABMRprob: NKglom 0.59, NKPTC 0.75) and showed a trend towards higher levels in association with high functional FCGR3A and KLRC2 gene variants. Only NKPTC showed a marginally significant association with allograft function and survival. Our immunohistochemical results support the abundance of NK cells in DSA-positive ABMR.
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Affiliation(s)
- Matthias Diebold
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
- Clinic for Transplantation Immunology and Nephrology, University Hospital Basel, Basel, Switzerland
| | - Evan A Farkash
- Department of Pathology, University of Michigan, Ann Arbor, MI, United States
| | - Jenna Barnes
- Department of Pathology, University of Michigan, Ann Arbor, MI, United States
| | - Heinz Regele
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | | | - Martina Schatzl
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Katharina A Mayer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Susanne Haindl
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Hannes Vietzen
- Center for Virology, Medical University of Vienna, Vienna, Austria
| | - Luis G Hidalgo
- Department of Surgery, University of Wisconsin, Madison, WI, United States
| | - Philip F Halloran
- Alberta Transplant Applied Genomics Centre, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Farsad Eskandary
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Georg A Böhmig
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
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5
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Hirai T, Kondo A, Shimizu T, Fukuda H, Tokita D, Takagi T, Mayer AT, Ishida H. Unveiling Spatial Immune Cell Profile in Kidney Allograft Rejections Using 36-plex Immunofluorescence Imaging. Transplantation 2024:00007890-990000000-00800. [PMID: 38913785 DOI: 10.1097/tp.0000000000005107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
BACKGROUND Kidney allograft rejections are orchestrated by a variety of immune cells. Because of the complex histopathologic features, accurate pathological diagnosis poses challenges even for expert pathologists. The objective of this study was to unveil novel spatial indices associated with transplant rejection by using a spatial bioinformatic approach using 36-plex immunofluorescence image data. METHODS The image obtained from 11 T cell-mediated rejection (TCMR) and 12 antibody-mediated rejection (AMR) samples were segmented into 753 737 single cells using DeepCell's Mesmer algorithm. These cells were categorized into 13 distinct cell types through unsupervised clustering based on their biomarker expression profiles. Cell neighborhood analysis allowed us to stratify kidney tissue into 8 distinct neighborhood components consisting of unique cell type enrichment profiles. RESULTS In contrast to TCMR samples, AMR samples exhibited a higher frequency of neighborhood components that were characterized by an enrichment of CD31+ endothelial cells. Although the overall frequency of CD68+ macrophages in AMR samples was not significantly high, CD68+ macrophages within endothelial cell-rich lesions exhibited a significantly higher frequency in AMR samples than TCMR samples. Furthermore, the frequency of interactions between CD31+ cells and CD68+ cells was significantly increased in AMR samples, implying the pivotal role of macrophages in AMR pathogenesis. Importantly, patients demonstrating a high frequency of CD31:CD68 interactions experienced significantly poorer outcomes in terms of chronic AMR progression. CONCLUSIONS Collectively, these data indicate the potential of spatial bioinformatic as a valuable tool for aiding in pathological diagnosis and for uncovering new insights into the mechanisms underlying transplant rejection.
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Affiliation(s)
- Toshihito Hirai
- Department of Urology, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | | | - Tomokazu Shimizu
- Division of Organ Transplant Management, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | - Hironori Fukuda
- Department of Urology, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | - Daisuke Tokita
- Department of Urology, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
- Center for Clinical Sciences, National Center for Global Health and Medicine, Shinjuku, Tokyo, Japan
| | - Toshio Takagi
- Department of Urology, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
| | | | - Hideki Ishida
- Division of Organ Transplant Management, Tokyo Women's Medical University, Shinjuku, Tokyo, Japan
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6
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Alexander MP, Zaidi M, Larson N, Mullan A, Pavelko KD, Stegall MD, Bentall A, Wouters BG, McKee T, Taner T. Exploring the single-cell immune landscape of kidney allograft inflammation using imaging mass cytometry. Am J Transplant 2024; 24:549-563. [PMID: 37979921 DOI: 10.1016/j.ajt.2023.11.008] [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: 07/26/2023] [Revised: 11/01/2023] [Accepted: 11/11/2023] [Indexed: 11/20/2023]
Abstract
Kidney allograft inflammation, mostly attributed to rejection and infection, is an important cause of graft injury and loss. Standard histopathological assessment of allograft inflammation provides limited insights into biological processes and the immune landscape. Here, using imaging mass cytometry with a panel of 28 validated biomarkers, we explored the single-cell landscape of kidney allograft inflammation in 32 kidney transplant biopsies and 247 high-dimensional histopathology images of various phenotypes of allograft inflammation (antibody-mediated rejection, T cell-mediated rejection, BK nephropathy, and chronic pyelonephritis). Using novel analytical tools, for cell segmentation, we segmented over 900 000 cells and developed a tissue-based classifier using over 3000 manually annotated kidney microstructures (glomeruli, tubules, interstitium, and arteries). Using PhenoGraph, we identified 11 immune and 9 nonimmune clusters and found a high prevalence of memory T cell and macrophage-enriched immune populations across phenotypes. Additionally, we trained a machine learning classifier to identify spatial biomarkers that could discriminate between the different allograft inflammatory phenotypes. Further validation of imaging mass cytometry in larger cohorts and with more biomarkers will likely help interrogate kidney allograft inflammation in more depth than has been possible to date.
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Affiliation(s)
- Mariam P Alexander
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, Minnesota, USA.
| | - Mark Zaidi
- Department of Medical Biophysics, University of Toronto, Canada
| | - Nicholas Larson
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Aidan Mullan
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Kevin D Pavelko
- Immune Monitoring Core Laboratory, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark D Stegall
- Departments of Surgery and Immunology, Mayo Clinic, Rochester, Minnesota, USA
| | - Andrew Bentall
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota, USA
| | - Bradly G Wouters
- Department of Medical Biophysics, University of Toronto, Canada; Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Trevor McKee
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Pathomics Inc., Toronto, Ontario, Canada
| | - Timucin Taner
- Departments of Surgery and Immunology, Mayo Clinic, Rochester, Minnesota, USA
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7
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Franco-Acevedo A, Pathoulas CL, Murphy PA, Valenzuela NM. The Transplant Bellwether: Endothelial Cells in Antibody-Mediated Rejection. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2023; 211:1276-1285. [PMID: 37844279 PMCID: PMC10593495 DOI: 10.4049/jimmunol.2300363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 08/22/2023] [Indexed: 10/18/2023]
Abstract
Ab-mediated rejection of organ transplants remains a stubborn, frequent problem affecting patient quality of life, graft function, and grant survival, and for which few efficacious therapies currently exist. Although the field has gained considerable knowledge over the last two decades on how anti-HLA Abs cause acute tissue injury and promote inflammation, there has been a gap in linking these effects with the chronic inflammation, vascular remodeling, and persistent alloimmunity that leads to deterioration of graft function over the long term. This review will discuss new data emerging over the last 5 y that provide clues into how ongoing Ab-endothelial cell interactions may shape vascular fate and propagate alloimmunity in organ transplants.
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Affiliation(s)
- Adriana Franco-Acevedo
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA
| | | | - Patrick A Murphy
- Center for Vascular Biology, University of Connecticut Medical School, Farmington, CT
| | - Nicole M Valenzuela
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA
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8
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Bailly E, Macedo C, Ossart J, Louis K, Gu X, Ramaswami B, Bentlejewski C, Zeevi A, Randhawa P, Lefaucheur C, Metes D. Interleukin-21 promotes Type-1 activation and cytotoxicity of CD56 dimCD16 bright natural killer cells during kidney allograft antibody-mediated rejection showing a new link between adaptive and innate humoral allo-immunity. Kidney Int 2023; 104:707-723. [PMID: 37220805 PMCID: PMC10524858 DOI: 10.1016/j.kint.2023.04.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 04/09/2023] [Accepted: 04/27/2023] [Indexed: 05/25/2023]
Abstract
The role of Natural killer (NK) cells during kidney allograft antibody-mediated rejection (ABMR) is increasingly recognized, but an in-depth characterization of mechanisms that contribute to such immune response is still under investigation. Here, we characterized phenotypic, functional, and transcriptomic profiles of peripheral blood circulating and allograft infiltrating CD56dimCD16bright NK cells during anti-HLA donor-specific antibody (DSA)+ ABMR. Cross-sectional analyses performed in 71 kidney transplant recipients identified a unique phenotypic circulating CD56dimCD16bright NK cell cluster expanded in DSA+ ABMR. This cluster co-expressed high levels of the interleukin-21 Receptor (IL-21R); Type-1 transcription factors T-bet and EOMES, CD160 and natural killer group 2D cytotoxic and activating co-stimulatory receptors. CD160+ IL-21R+ NK cells correlated with elevated plasma IL-21, Ki-67+ ICOS+ (CD278) IL-21-producing circulating T follicular helper cells, enhanced Type-1 pro-inflammatory cytokines, NK cell cytotoxicity, worse microvascular inflammation and graft loss. Single-cell transcriptomic analysis of circulating NK cells delineated an expanded cluster in DSA+ ABMR characterized by elevated pro-inflammatory/cytotoxic pathways, IL-21/STAT3 signaling, and leukocyte trans-endothelial migration pathways. Infiltration of CD160+ IL-21R+ NK cells with similar transcriptomic profile was detected in DSA+ ABMR allograft biopsies, potentially contributing to allograft injury. Thus, the IL-21/IL-21R axis, linking adaptive and innate humoral allo-immunity, or NK cells may represent appealing immunotherapy targets in DSA+ ABMR.
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Affiliation(s)
- Elodie Bailly
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; Human Immunology, Pathophysiology, Immunotherapy, INSERM UMR-S976, Université Paris Cité, Paris, France.
| | - Camila Macedo
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jason Ossart
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kevin Louis
- Human Immunology, Pathophysiology, Immunotherapy, INSERM UMR-S976, Université Paris Cité, Paris, France
| | - Xinyan Gu
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Bala Ramaswami
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Carol Bentlejewski
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Adriana Zeevi
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Parmjeet Randhawa
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Carmen Lefaucheur
- Human Immunology, Pathophysiology, Immunotherapy, INSERM UMR-S976, Université Paris Cité, Paris, France
| | - Diana Metes
- Department of Surgery, Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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9
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Loupy A, Goutaudier V, Giarraputo A, Mezine F, Morgand E, Robin B, Khalil K, Mehta S, Keating B, Dandro A, Certain A, Tharaux PL, Narula N, Tissier R, Giraud S, Hauet T, Pass HI, Sannier A, Wu M, Griesemer A, Ayares D, Tatapudi V, Stern J, Lefaucheur C, Bruneval P, Mangiola M, Montgomery RA. Immune response after pig-to-human kidney xenotransplantation: a multimodal phenotyping study. Lancet 2023; 402:1158-1169. [PMID: 37598688 DOI: 10.1016/s0140-6736(23)01349-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/16/2023] [Accepted: 06/26/2023] [Indexed: 08/22/2023]
Abstract
BACKGROUND Cross-species immunological incompatibilities have hampered pig-to-human xenotransplantation, but porcine genome engineering recently enabled the first successful experiments. However, little is known about the immune response after the transplantation of pig kidneys to human recipients. We aimed to precisely characterise the early immune responses to the xenotransplantation using a multimodal deep phenotyping approach. METHODS We did a complete phenotyping of two pig kidney xenografts transplanted to decedent humans. We used a multimodal strategy combining morphological evaluation, immunophenotyping (IgM, IgG, C4d, CD68, CD15, NKp46, CD3, CD20, and von Willebrand factor), gene expression profiling, and whole-transcriptome digital spatial profiling and cell deconvolution. Xenografts before implantation, wild-type pig kidney autografts, as well as wild-type, non-transplanted pig kidneys with and without ischaemia-reperfusion were used as controls. FINDINGS The data collected from xenografts suggested early signs of antibody-mediated rejection, characterised by microvascular inflammation with immune deposits, endothelial cell activation, and positive xenoreactive crossmatches. Capillary inflammation was mainly composed of intravascular CD68+ and CD15+ innate immune cells, as well as NKp46+ cells. Both xenografts showed increased expression of genes biologically related to a humoral response, including monocyte and macrophage activation, natural killer cell burden, endothelial activation, complement activation, and T-cell development. Whole-transcriptome digital spatial profiling showed that antibody-mediated injury was mainly located in the glomeruli of the xenografts, with significant enrichment of transcripts associated with monocytes, macrophages, neutrophils, and natural killer cells. This phenotype was not observed in control pig kidney autografts or in ischaemia-reperfusion models. INTERPRETATION Despite favourable short-term outcomes and absence of hyperacute injuries, our findings suggest that antibody-mediated rejection in pig-to-human kidney xenografts might be occurring. Our results suggest specific therapeutic targets towards the humoral arm of rejection to improve xenotransplantation results. FUNDING OrganX and MSD Avenir.
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Affiliation(s)
- Alexandre Loupy
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Department of Kidney Transplantation, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
| | - Valentin Goutaudier
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Department of Kidney Transplantation, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Alessia Giarraputo
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Fariza Mezine
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France
| | - Erwan Morgand
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France
| | - Blaise Robin
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France
| | - Karen Khalil
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Pharmacy, NYU Langone Health, New York, NY, USA
| | - Sapna Mehta
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Brendan Keating
- Division of Transplantation, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA
| | | | - Anaïs Certain
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France
| | - Pierre-Louis Tharaux
- Paris Cardiovascular Research Center, PARCC, INSERM U970, Université Paris Cité, Paris, France
| | - Navneet Narula
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Pathology, NYU Grossman School of Medicine, New York, NY, USA
| | - Renaud Tissier
- Ecole Nationale Vétérinaire d'Alfort, IMRB, After ROSC Network, Maisons-Alfort, France
| | - Sébastien Giraud
- INSERM U1313, IRMETIST, Université de Poitiers et CHU de Poitiers, Poitiers, France
| | - Thierry Hauet
- INSERM U1313, IRMETIST, Université de Poitiers et CHU de Poitiers, Poitiers, France
| | - Harvey I Pass
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Cardiothoracic Surgery, NYU Grossman School of Medicine, New York, NY, USA; Department of Surgery, NYU Grossman School of Medicine, New York, NY, USA
| | - Aurélie Sannier
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Department of Pathology, Bichat Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Ming Wu
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Pathology, NYU Grossman School of Medicine, New York, NY, USA
| | - Adam Griesemer
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Surgery, NYU Grossman School of Medicine, New York, NY, USA
| | | | - Vasishta Tatapudi
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Jeffrey Stern
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Surgery, NYU Grossman School of Medicine, New York, NY, USA
| | - Carmen Lefaucheur
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Kidney Transplant Department, Saint-Louis Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Patrick Bruneval
- Université Paris Cité, INSERM U970 PARCC, Paris Institute for Transplantation and Organ Regeneration, Paris, France; Department of Pathology, Georges Pompidou European Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Massimo Mangiola
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Pathology, NYU Grossman School of Medicine, New York, NY, USA
| | - Robert A Montgomery
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA; Department of Surgery, NYU Grossman School of Medicine, New York, NY, USA
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10
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Lamarthée B, Callemeyn J, Van Herck Y, Antoranz A, Anglicheau D, Boada P, Becker JU, Debyser T, De Smet F, De Vusser K, Eloudzeri M, Franken A, Gwinner W, Koshy P, Kuypers D, Lambrechts D, Marquet P, Mathias V, Rabant M, Sarwal MM, Senev A, Sigdel TK, Sprangers B, Thaunat O, Tinel C, Van Brussel T, Van Craenenbroeck A, Van Loon E, Vaulet T, Bosisio F, Naesens M. Transcriptional and spatial profiling of the kidney allograft unravels a central role for FcyRIII+ innate immune cells in rejection. Nat Commun 2023; 14:4359. [PMID: 37468466 DOI: 10.1038/s41467-023-39859-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 06/28/2023] [Indexed: 07/21/2023] Open
Abstract
Rejection remains the main cause of premature graft loss after kidney transplantation, despite the use of potent immunosuppression. This highlights the need to better understand the composition and the cell-to-cell interactions of the alloreactive inflammatory infiltrate. Here, we performed droplet-based single-cell RNA sequencing of 35,152 transcriptomes from 16 kidney transplant biopsies with varying phenotypes and severities of rejection and without rejection, and identified cell-type specific gene expression signatures for deconvolution of bulk tissue. A specific association was identified between recipient-derived FCGR3A+ monocytes, FCGR3A+ NK cells and the severity of intragraft inflammation. Activated FCGR3A+ monocytes overexpressed CD47 and LILR genes and increased paracrine signaling pathways promoting T cell infiltration. FCGR3A+ NK cells overexpressed FCRL3, suggesting that antibody-dependent cytotoxicity is a central mechanism of NK-cell mediated graft injury. Multiplexed immunofluorescence using 38 markers on 18 independent biopsy slides confirmed this role of FcγRIII+ NK and FcγRIII+ nonclassical monocytes in antibody-mediated rejection, with specificity to the glomerular area. These results highlight the central involvement of innate immune cells in the pathogenesis of allograft rejection and identify several potential therapeutic targets that might improve allograft longevity.
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Affiliation(s)
- Baptiste Lamarthée
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Université de Franche-Comté, UBFC, EFS, Inserm UMR RIGHT, Besançon, France
| | - Jasper Callemeyn
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Yannick Van Herck
- Department of Oncology, Laboratory for Experimental Oncology, KU Leuven, Leuven, Belgium
| | - Asier Antoranz
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, Necker-Enfants Malades Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
- Université Paris Cité, Inserm U1151, Necker Enfants-Malades Institute, Paris, France
| | - Patrick Boada
- Division of Multi-Organ Transplantation, Department of Surgery, UCSF, 513 Parnassus, San Francisco, CA, USA
| | - Jan Ulrich Becker
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | - Tim Debyser
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Frederik De Smet
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Katrien De Vusser
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Maëva Eloudzeri
- Université Paris Cité, Inserm U1151, Necker Enfants-Malades Institute, Paris, France
| | - Amelie Franken
- VIB Center for Cancer Biology, Leuven, Belgium
- Department of Human Genetics, Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium
| | - Wilfried Gwinner
- Department of Nephrology, Hannover Medical School, Hannover, Germany
| | - Priyanka Koshy
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Diether Lambrechts
- VIB Center for Cancer Biology, Leuven, Belgium
- Department of Human Genetics, Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium
| | - Pierre Marquet
- Department of Pharmacology and Transplantation, University of Limoges, Inserm U1248, Limoges University Hospital, Limoges, France
| | - Virginie Mathias
- EFS, HLA Laboratory, Décines, France
- Université Claude Bernard Lyon I, Inserm U1111, CNRS UMR5308, CIRI, Ecole Normale Supérieure de Lyon, Lyon, France
| | - Marion Rabant
- Université Paris Cité, Inserm U1151, Necker Enfants-Malades Institute, Paris, France
- Department of Pathology, Necker-Enfants Malades Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Minnie M Sarwal
- Division of Multi-Organ Transplantation, Department of Surgery, UCSF, 513 Parnassus, San Francisco, CA, USA
| | - Aleksandar Senev
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders, Mechelen, Belgium
| | - Tara K Sigdel
- Division of Multi-Organ Transplantation, Department of Surgery, UCSF, 513 Parnassus, San Francisco, CA, USA
| | - Ben Sprangers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Olivier Thaunat
- Université Claude Bernard Lyon I, Inserm U1111, CNRS UMR5308, CIRI, Ecole Normale Supérieure de Lyon, Lyon, France
- Hospices Civils de Lyon, Edouard Herriot Hospital, Department of Transplantation, Nephrology and Clinical Immunology, Lyon, France
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Université de Franche-Comté, UBFC, EFS, Inserm UMR RIGHT, Besançon, France
- Department of Nephrology and Kidney Transplantation, Dijon Hospital, Dijon, France
| | - Thomas Van Brussel
- VIB Center for Cancer Biology, Leuven, Belgium
- Department of Human Genetics, Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium
| | - Amaryllis Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Thibaut Vaulet
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Francesca Bosisio
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven, Belgium
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven, Belgium.
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium.
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11
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Hurdogan O, Karakus F, Dirim AB, Aksu B, Saygili S, Turkmen A, Yilmaz A, Canpolat N, Solakoglu S, Kilicaslan I, Ozluk Y. Spatial Distribution of Macrophage Subtypes Among Rejection Subtypes in Renal Transplant Biopsies by Dual Immunohistochemistry. Appl Immunohistochem Mol Morphol 2023; 31:224-231. [PMID: 36812388 DOI: 10.1097/pai.0000000000001109] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/19/2023] [Indexed: 02/24/2023]
Abstract
We performed dual immunohistochemistry for CD163/CD34 and CD68/CD34 in 108 renal transplant indication biopsies to investigate the presence and distribution of macrophages in various renal compartments. All Banff scores and diagnoses were revised according to the Banff 2019 classification. CD163 and CD68 positive cell counts (CD163pos and CD68pos) were evaluated in the interstitium, glomerular mesangium, and, within glomerular and peritubular capillaries. The diagnosis was antibody-mediated rejection (ABMR) in 38 (35.2%), T-cell mediated rejection (TCMR) in 24 (22.2%), mixed rejection in 30 (27.8%), and no rejection in 16 (14.8%). Banff lesion scores t , i , and ti were correlated with both CD163 and CD68 interstitial inflammation scores ( r > 0.30; P < 0.05). Glomerular total CD163pos was correlated to Banff lesion scores g and cg ( r > 0.30; P < 0.05). Glomerular total, mesangial, and intracapillary CD68pos were correlated with g ( r > 0.30; P < 0.05). Both glomerular total and peritubular capillary CD68pos were correlated with peritubular capillaritis ( r > 0.30; P < 0.05). Glomerular CD163pos were significantly higher in ABMR compared with no rejection, in mixed rejection compared with no rejection and TCMR. CD163pos in peritubular capillaries was significantly higher in mixed rejection compared with no rejection. Glomerular CD68pos was significantly higher in ABMR compared with no rejection. CD68pos per peritubular capillary was higher in mixed rejection, ABMR, and TCMR compared with no rejection. In conclusion, compared with CD68 positive macrophages, localization of CD163 positive macrophages in various renal compartments seems to be different among rejection subtypes and their glomerular infiltration seems to be more specific for the presence of ABMR component.
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Affiliation(s)
| | | | | | - Bagdagul Aksu
- Department of Pediatrics, Subdivision of Pediatric Nephrology, Istanbul University
| | - Seha Saygili
- Department of Pediatrics, Subdivision of Pediatric Nephrology, Istanbul University Cerrahpasa, Istanbul, Turkey
| | - Aydin Turkmen
- Department of Internal Medicine, Subdivision of Nephrology
| | - Alev Yilmaz
- Department of Pediatrics, Subdivision of Pediatric Nephrology, Istanbul University
| | - Nur Canpolat
- Department of Pediatrics, Subdivision of Pediatric Nephrology, Istanbul University Cerrahpasa, Istanbul, Turkey
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12
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Buxeda A, Llinàs-Mallol L, Gimeno J, Redondo-Pachón D, Arias-Cabrales C, Burballa C, Puche A, López-Botet M, Yélamos J, Vilches C, Naesens M, Pérez-Sáez MJ, Pascual J, Crespo M. Microvascular inflammation in the absence of human leukocyte antigen-donor-specific antibody and C4d: An orphan category in Banff classification with cytotoxic T and natural killer cell infiltration. Am J Transplant 2023; 23:464-474. [PMID: 36710135 DOI: 10.1016/j.ajt.2022.12.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 11/21/2022] [Accepted: 12/15/2022] [Indexed: 01/04/2023]
Abstract
Isolated microvascular inflammation (iMVI) without HLA donor-specific antibodies or C4d deposition in peritubular capillaries remains an enigmatic phenotype that cannot be categorized as antibody-mediated rejection (ABMR) in recent Banff classifications. We included 221 kidney transplant recipients with biopsies with ABMR (n = 73), iMVI (n = 32), and normal (n = 116) diagnoses. We compared peripheral blood leukocyte distribution by flow cytometry and inflammatory infiltrates in kidney transplant biopsies among groups. Flow cytometry showed fewer lymphocytes and total, CD4+, and CD8+ peripheral T cells in iMVI compared with ABMR and normal cases. ABMR and iMVI had fewer total natural Killer (NK) cells but more NKG2A+ NK cells. Immunohistochemistry indicated that ABMR and iMVI had greater CD3+ and CD68+ glomerular infiltration than normal biopsies, whereas CD8+ and TIA1+ cells showed only increased iMVI, suggesting they are cytotoxic T cells. Peritubular capillaries displayed more CD3+, CD56+, TIA1+, and CD68+ cells in both ABMR and iMVI. In contrast, iMVI had less plasma cell infiltration in peritubular capillaries and interstitial aggregates than ABMR. iMVI displayed decreased circulating T and NK cells mirrored by T cell and NK cell infiltration in the renal allograft, similar to ABMR. However, the lesser plasma cell infiltration in iMVI may suggest an antibody-independent underlying stimulus.
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Affiliation(s)
- Anna Buxeda
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Laura Llinàs-Mallol
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Javier Gimeno
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain; Department of Pathology, Hospital del Mar, Barcelona, Spain
| | - Dolores Redondo-Pachón
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Carlos Arias-Cabrales
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Carla Burballa
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Adrián Puche
- Department of Pathology, Hospital del Mar, Barcelona, Spain
| | - Miguel López-Botet
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Spain
| | - José Yélamos
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain; Department of Immunology, Hospital del Mar, Barcelona, Spain
| | - Carlos Vilches
- Immunogenetics-HLA, Instituto de Investigación Sanitaria Puerta de Hierro Segovia de Arana, Majadahonda, Madrid, Spain
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - María José Pérez-Sáez
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Julio Pascual
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain; Department of Nephrology, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Marta Crespo
- Department of Nephrology, Hospital del Mar, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.
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13
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Smith B, Grande J, Ryan M, Smith M, Denic A, Hermsen M, Park W, Kremers W, Stegall M. Automated scoring of total inflammation in renal allograft biopsies. Clin Transplant 2023; 37:e14837. [PMID: 36259615 DOI: 10.1111/ctr.14837] [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: 08/12/2022] [Revised: 09/26/2022] [Accepted: 10/13/2022] [Indexed: 01/18/2023]
Abstract
BACKGROUND Computer-assisted scoring is gaining prominence in the evaluation of renal histology; however, much of the focus has been on identifying larger objects such as glomeruli. Total inflammation impacts graft outcome, and its quantification requires tools to identify objects at the cellular level or smaller. The goal of the current study was to use CD45 stained slides coupled with image analysis tools to quantify the amount of non-glomerular inflammation within the cortex. METHODS Sixty renal transplant whole slide images were used for digital image analysis. Multiple thresholding methods using pixel intensity and object size were used to identify inflammation in the cortex. Additionally, convolutional neural networks were used to separate glomeruli from other objects in the cortex. This combined measure of inflammation was then correlated with rescored Banff total inflammation classification and outcomes. RESULTS Identification of glomeruli on biopsies had high fidelity (mean pixelwise dice coefficient of .858). Continuous total inflammation scores correlated well with Banff rescoring (maximum Pearson correlation .824). A separate set of thresholds resulted in a significant correlation with alloimmune graft loss. CONCLUSIONS Automated scoring of inflammation showed a high correlation with Banff scoring. Digital image analysis provides a powerful tool for analysis of renal pathology, not only because it is reproducible and can be automated, but also because it provides much more granular data for studies.
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Affiliation(s)
- Byron Smith
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Joseph Grande
- Department of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota, USA
| | - Maggie Ryan
- Department of Anatomic Pathology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Maxwell Smith
- Department of Anatomic Pathology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Aleksandar Denic
- Department of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota, USA
| | - Meyke Hermsen
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Walter Park
- William J. von Liebig Center for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, Minnesota, USA.,Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Walter Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.,William J. von Liebig Center for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark Stegall
- William J. von Liebig Center for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, Minnesota, USA.,Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
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14
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Mai HL, Degauque N, Lorent M, Rimbert M, Renaudin K, Danger R, Kerleau C, Tilly G, Vivet A, Le Bot S, Delbos F, Walencik A, Giral M, Brouard S. Kidney allograft rejection is associated with an imbalance of B cells, regulatory T cells and differentiated CD28-CD8+ T cells: analysis of a cohort of 1095 graft biopsies. Front Immunol 2023; 14:1151127. [PMID: 37168864 PMCID: PMC10164960 DOI: 10.3389/fimmu.2023.1151127] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 04/06/2023] [Indexed: 05/13/2023] Open
Abstract
Introduction The human immune system contains cells with either effector/memory or regulatory functions. Besides the well-established CD4+CD25hiCD127lo regulatory T cells (Tregs), we and others have shown that B cells can also have regulatory functions since their frequency and number are increased in kidney graft tolerance and B cell depletion as induction therapy may lead to acute rejection. On the other hand, we have shown that CD28-CD8+ T cells represent a subpopulation with potent effector/memory functions. In the current study, we tested the hypothesis that kidney allograft rejection may be linked to an imbalance of effector/memory and regulatory immune cells. Methods Based on a large cohort of more than 1000 kidney graft biopsies with concomitant peripheral blood lymphocyte phenotyping, we investigated the association between kidney graft rejection and the percentage and absolute number of circulating B cells, Tregs, as well as the ratio of B cells to CD28-CD8+ T cells and the ratio of CD28-CD8+ T cells to Tregs. Kidney graft biopsies were interpreted according to the Banff classification and divided into 5 biopsies groups: 1) normal/subnormal, 2) interstitial fibrosis and tubular atrophy grade 2/3 (IFTA), 3) antibody-mediated rejection (ABMR), 4) T cell mediated-rejection (TCMR), and 5) borderline rejection. We compared group 1 with the other groups as well as with a combined group 3, 4, and 5 (rejection of all types) using multivariable linear mixed models. Results and discussion We found that compared to normal/subnormal biopsies, rejection of all types was marginally associated with a decrease in the percentage of circulating B cells (p=0.06) and significantly associated with an increase in the ratio of CD28-CD8+ T cells to Tregs (p=0.01). Moreover, ABMR, TCMR (p=0.007), and rejection of all types (p=0.0003) were significantly associated with a decrease in the ratio of B cells to CD28-CD8+ T cells compared to normal/subnormal biopsies. Taken together, our results show that kidney allograft rejection is associated with an imbalance between immune cells with effector/memory functions and those with regulatory properties.
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Affiliation(s)
- Hoa Le Mai
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Nicolas Degauque
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Marine Lorent
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Marie Rimbert
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
- Laboratoire d’Immunologie, Centre d’ImmunoMonitorage Nantes-Atlantique (CIMNA), CHU Nantes, Nantes, France
| | - Karine Renaudin
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
- Service d’Anatomie et Cytologie Pathologiques, CHU Nantes, Nantes, France
| | - Richard Danger
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Clarisse Kerleau
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Gaelle Tilly
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Anaïs Vivet
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
| | - Sabine Le Bot
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
- Service de Néphrologie et Immunologie Clinique, CHU Nantes, Nantes, France
| | | | | | - Magali Giral
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
- Service de Néphrologie et Immunologie Clinique, CHU Nantes, Nantes, France
- Fondation Centaure (RTRS), Nantes, France
- *Correspondence: Magali Giral, ; Sophie Brouard,
| | - Sophie Brouard
- Centre Hospitalier Universitaire (CHU) Nantes, Nantes Université, Institut National de la Santé et de la Recherche Médicale (INSERM), Center for Research in Transplantation and Translational Immunology, Unité mixte de recherche (UMR) 1064, Institut de Transplantation Urologie-Néphrologie (ITUN), Nantes, France
- Fondation Centaure (RTRS), Nantes, France
- *Correspondence: Magali Giral, ; Sophie Brouard,
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15
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Antibody-mediated allograft rejection is associated with an increase in peripheral differentiated CD28-CD8+ T cells – Analyses of a cohort of 1032 kidney transplant recipients. EBioMedicine 2022; 83:104226. [PMID: 35988467 PMCID: PMC9420477 DOI: 10.1016/j.ebiom.2022.104226] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 06/24/2022] [Accepted: 08/01/2022] [Indexed: 11/22/2022] Open
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16
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Lamarthée B, Genet C, Cattin F, Danger R, Giral M, Brouard S, Van Loon E, Callemeyn J, Naesens M, Anglicheau D, Bonnotte B, Legendre M, Rebibou JM, Tinel C. Single-cell mapping of leukocyte immunoglobulin-like receptors in kidney transplant rejection. FRONTIERS IN TRANSPLANTATION 2022; 1:952785. [PMID: 38994376 PMCID: PMC11235271 DOI: 10.3389/frtra.2022.952785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/21/2022] [Indexed: 07/13/2024]
Abstract
Leukocyte immunoglobulin-like receptors (LILRs) are a family of inhibitory or stimulatory receptors expressed by immune cell types belonging to both myeloid and lymphoid lineage. Several members of the LILR family recognize major histocompatibility complex class I and thus play important roles in a range of clinical situations including pregnancy. Moreover, paired immunoglobulin-like receptors (PIRs), the murine orthologs of LILRs, are implicated in experimental transplant allorecognition by monocytes and contribute to the induction of donor-specific monocyte-memory. After non-self recognition, activating PIRs are transiently overexpressed at the surface of monocytes and participate in donor-specific monocyte recruitment, leading to graft rejection in vivo. In the present study, we mapped LILR expression and also their respective reported ligands at single cell level in the renal allograft and circulating cells in the context of kidney transplant rejection. Recipient-derived monocytes were shown to infiltrate the donor tissue and to differentiate into macrophages. We thus also investigate LILR expression during in vitro monocyte-to-macrophage differentiation in order to characterize the myeloid population that directly contribute to allorecognition. Altogether our results emphasize non-classical monocytes and CD68+ M1 macrophages as key players in LILRs-ligand interaction in kidney transplantation.
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Affiliation(s)
- Baptiste Lamarthée
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - Coraline Genet
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - Florine Cattin
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - Richard Danger
- Nantes Université, CHU Nantes, Inserm UMR 1064, ITUN Center for Research in Transplantation and Translational Immunology (CR2TI), Nantes, France
| | - Magali Giral
- Nantes Université, CHU Nantes, Inserm UMR 1064, ITUN Center for Research in Transplantation and Translational Immunology (CR2TI), Nantes, France
| | - Sophie Brouard
- Nantes Université, CHU Nantes, Inserm UMR 1064, ITUN Center for Research in Transplantation and Translational Immunology (CR2TI), Nantes, France
| | - Elisabet Van Loon
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Maarten Naesens
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Dany Anglicheau
- Université de Paris Cité, Necker-Enfants Malades Institute, Inserm U1151, Paris, France
| | - Bernard Bonnotte
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
- Department of Internal Medicine, Dijon University Hospital, Dijon, France
| | - Mathieu Legendre
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
- Department of Nephrology and Kidney Transplantation, Dijon University Hospital, Dijon, France
| | - Jean-Michel Rebibou
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
- Department of Nephrology and Kidney Transplantation, Dijon University Hospital, Dijon, France
| | - Claire Tinel
- Université Bourgogne Franche-Comté, Etablissement Français du Sang Bourgogne Franche-Comté, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
- Department of Nephrology and Kidney Transplantation, Dijon University Hospital, Dijon, France
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17
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Senev A, Lerut E, Coemans M, Callemeyn J, Copley HC, Claas F, Koshy P, Kosmoliaptsis V, Kuypers D, Sprangers B, Van Craenenbroeck A, Van Loon E, Van Sandt V, Emonds MP, Naesens M. Association of HLA Mismatches and Histology Suggestive of Antibody-Mediated Injury in the Absence of Donor-Specific Anti-HLA Antibodies. Clin J Am Soc Nephrol 2022; 17:1204-1215. [PMID: 35649719 PMCID: PMC9435985 DOI: 10.2215/cjn.00570122] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 05/12/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND AND OBJECTIVES The histology of antibody-mediated rejection after kidney transplantation is observed frequently in the absence of detectable donor-specific anti-HLA antibodies. Although there is an active interest in the role of non-HLA antibodies in this phenotype, it remains unknown whether HLA mismatches play an antibody-independent role in this phenotype of microcirculation inflammation. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS To study this, we used the tools HLAMatchmaker, three-dimensional electrostatic mismatch score, HLA solvent accessible amino acid mismatches, and mismatched donor HLA-derived T cell epitope targets to determine the degree of HLA molecular mismatches in 893 kidney transplant recipients with available biopsy follow-up. Multivariable Cox proportional hazards models were applied to quantify the cause-specific hazard ratios of the different types of HLA mismatch scores for developing antibody-mediated rejection or histology of antibody-mediated rejection in the absence of donor-specific anti-HLA antibodies. In all survival analyses, the patients were censored at the time of the last biopsy. RESULTS In total, 121 (14%) patients developed histology of antibody-mediated rejection in the absence of donor-specific anti-HLA antibodies, of which 44 (36%) patients had concomitant T cell-mediated rejection. In multivariable Cox analysis, all different calculations of the degree of HLA mismatch associated with developing histology of antibody-mediated rejection in the absence of donor-specific anti-HLA antibodies. This association was dependent neither on the presence of missing self (potentially related to natural killer cell activation) nor on the formation of de novo HLA antibodies. Also, glomerulitis and complement C4d deposition in peritubular capillaries associated with the degree of HLA mismatch in the absence of anti-HLA antibodies. CONCLUSIONS The histology of antibody-mediated rejection and its defining lesions are also observed in patients without circulating anti-HLA antibodies and relate to the degree of HLA mismatch.
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Affiliation(s)
- Aleksandar Senev
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Histocompatibility and Immunogenetics Laboratory, Belgian Red Cross Flanders, Mechelen, Belgium
| | - Evelyne Lerut
- Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Maarten Coemans
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Hannah Charlotte Copley
- Department of Surgery, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom,National Institute for Health and Care Research Blood and Transplant Research Unit in Organ Donation and Transplantation, University of Cambridge, Cambridge, United Kingdom,National Institute for Health and Care Research Cambridge Biomedical Research Centre, Cambridge, United Kingdom
| | - Frans Claas
- Department of Immunology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Priyanka Koshy
- Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Vasilis Kosmoliaptsis
- Department of Surgery, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom,National Institute for Health and Care Research Blood and Transplant Research Unit in Organ Donation and Transplantation, University of Cambridge, Cambridge, United Kingdom,National Institute for Health and Care Research Cambridge Biomedical Research Centre, Cambridge, United Kingdom
| | - Dirk Kuypers
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Ben Sprangers
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Amaryllis Van Craenenbroeck
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Elisabet Van Loon
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Vicky Van Sandt
- Histocompatibility and Immunogenetics Laboratory, Belgian Red Cross Flanders, Mechelen, Belgium
| | - Marie-Paule Emonds
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Histocompatibility and Immunogenetics Laboratory, Belgian Red Cross Flanders, Mechelen, Belgium
| | - Maarten Naesens
- KU Leuven Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit Leuven, Leuven, Belgium,Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
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18
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Sun J, Zhou GP, Li SP, Chen XJ, Zhang JM, Jiang YZ, Cui B, Zhang HM, Sun LY, Zhu ZJ. Potential correlation of allograft infiltrating group 2 innate lymphoid cells with acute rejection after liver transplantation. Front Immunol 2022; 13:953240. [PMID: 35967423 PMCID: PMC9367675 DOI: 10.3389/fimmu.2022.953240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022] Open
Abstract
Accumulating evidence indicates the critical roles of group 2 innate lymphoid cells (ILC2s) in immunoregulation. However, the role of ILC2s in acute rejection after liver transplantation (LT) remains elusive. In this study, we analyzed the frequency, counts, and signature cytokines of ILC2s in liver transplant recipients by flow cytometric analysis and multiplex immunofluorescence assay. We also assessed the spatial distribution and correlation between hepatic ILC2s and Treg cells. The changes of ILC2s were dynamically monitored in the mouse LT model. We found that the frequencies of circulating ILC2s were comparable in liver transplant recipients with either rejection or non-rejection compared with the control group. The hepatic ILC2s counts were significantly increased in the rejection group than in the non-rejection and control groups, and a similar trend was observed for Treg cells. In the mouse LT model, allograft infiltrating ILC2s dramatically increased within 14 days post-transplant. The frequency of ILC2s in bone marrow significantly increased at 7 days post-transplant and rapidly decreased at 14 days after LT. Similarly, there was a significant increase in the frequency of splenic ILC2s within two weeks post-transplant. Multiplex immunofluorescence assay showed a close correlation between hepatic ILC2s and Treg cells by analyzing their spatial distribution and distance. In conclusion, the number of allograft infiltrating ILC2s was closely related to rejection after LT. Allograft infiltrating ILC2s may play inhibitory roles in posttransplant immune homeostasis, favoring resolution of liver allograft rejection by interacting with Treg cells or promoting the migration of Tregs cells into the liver allograft.
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Affiliation(s)
- Jie Sun
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Guang-Peng Zhou
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Shi-Peng Li
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Xiao-Jie Chen
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Jin-Ming Zhang
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Yi-Zhou Jiang
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
- Department of Critical Liver Disease, Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Bin Cui
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Hai-Ming Zhang
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
| | - Li-Ying Sun
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
- Department of Critical Liver Disease, Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- *Correspondence: Zhi-Jun Zhu, ; Li-Ying Sun,
| | - Zhi-Jun Zhu
- Liver Transplantation Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Clinical Research Center for Pediatric Liver Transplantation, Capital Medical University, Beijing, China
- *Correspondence: Zhi-Jun Zhu, ; Li-Ying Sun,
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19
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Lammerts RGM, van den Born J, Huberts-Kregel M, Gomes-Neto AW, Daha MR, Hepkema BG, Sanders JS, Pol RA, Diepstra A, Berger SP. Renal Endothelial Cytotoxicity Assay to Diagnose and Monitor Renal Transplant Recipients for Anti-Endothelial Antibodies. Front Immunol 2022; 13:845187. [PMID: 35734182 PMCID: PMC9207246 DOI: 10.3389/fimmu.2022.845187] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 04/26/2022] [Indexed: 12/24/2022] Open
Abstract
Tissue-specific nonhuman leukocyte antigen (HLA) antigens can play crucial roles in allograft immunity and have been shown to trigger humoral responses leading to rejection of HLA-matched kidney allografts. Interest in the role of endothelial-specific antigens has grown over the past years, and several case reports have been described in which antibodies reacting with endothelial cells (ECs) are associated with rejection. Such antibodies escape the detection in conventional crossmatch tests as they do not react with lymphocytes. However, due to the heterogeneity of endothelial cells from different vascular beds, it remains difficult to draw organ-specific conclusions from studies describing endothelial crossmatch assays. We present a case of a 69-year-old male patient whose kidney allograft was rejected as hyperacute, despite the absence of pretransplant HLA-specific antibodies. To place findings from previous studies in a kidney-related context, we performed crossmatch assays with primary renal endothelial cells. The patient's serum was reactive with primary renal ECs, demonstrated by antibody binding and complement-dependent cytotoxicity. Antibodies from this patient did not react with lymphocytes nor were HLA donor-specific antibodies (DSAs) found. Two years later, the patient successfully received a second kidney transplant after treatment with rituximab and plasmapheresis before and after transplantation. We demonstrated that the removal of antibodies against non-HLA EC-specific molecules can be monitored using a primary renal EC crossmatch test, possibly contributing to a successful transplantation outcome.
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Affiliation(s)
- Rosa G. M. Lammerts
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Transplantation Immunology, Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Jacob van den Born
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Magdalena Huberts-Kregel
- Transplantation Immunology, Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Antonio W. Gomes-Neto
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Mohammed R. Daha
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Bouke G. Hepkema
- Transplantation Immunology, Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Jan-Stephan Sanders
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Robert A. Pol
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Arjan Diepstra
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Stefan P. Berger
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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20
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Van Loon E, Lamarthée B, Barba T, Claes S, Coemans M, de Loor H, Emonds MP, Koshy P, Kuypers D, Proost P, Senev A, Sprangers B, Tinel C, Thaunat O, Van Craenenbroeck AH, Schols D, Naesens M. Circulating Donor-Specific Anti-HLA Antibodies Associate With Immune Activation Independent of Kidney Transplant Histopathological Findings. Front Immunol 2022; 13:818569. [PMID: 35281018 PMCID: PMC8904423 DOI: 10.3389/fimmu.2022.818569] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/10/2022] [Indexed: 12/17/2022] Open
Abstract
Despite the critical role of cytokines in allograft rejection, the relation of peripheral blood cytokine profiles to clinical kidney transplant rejection has not been fully elucidated. We assessed 28 cytokines through multiplex assay in 293 blood samples from kidney transplant recipients at time of graft dysfunction. Unsupervised hierarchical clustering identified a subset of patients with increased pro-inflammatory cytokine levels. This patient subset was hallmarked by a high prevalence (75%) of donor-specific anti-human leukocyte antigen antibodies (HLA-DSA) and histological rejection (70%) and had worse graft survival compared to the group with low cytokine levels (HLA-DSA in 1.7% and rejection in 33.7%). Thirty percent of patients with high pro-inflammatory cytokine levels and HLA-DSA did not have histological rejection. Exploring the cellular origin of these cytokines, we found a corresponding expression in endothelial cells, monocytes, and natural killer cells in single-cell RNASeq data from kidney transplant biopsies. Finally, we confirmed secretion of these cytokines in HLA-DSA-mediated cross talk between endothelial cells, NK cells, and monocytes. In conclusion, blood pro-inflammatory cytokines are increased in kidney transplant patients with HLA-DSA, even in the absence of histology of rejection. These observations challenge the concept that histology is the gold standard for identification of ongoing allo-immune activation after transplantation.
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Affiliation(s)
- Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Baptiste Lamarthée
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Thomas Barba
- Department of Transplantation, Nephrology and Clinical Immunology, Edouard Herriot Hospital Lyon, Hospices Civils de Lyon, Lyon, France
| | - Sandra Claes
- Department of Microbiology, Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Maarten Coemans
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Leuven Biostatistics and Statistical Bioinformatics Centre, Department of Public Health and Primary Care, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Henriette de Loor
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Marie-Paule Emonds
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders, Mechelen, Belgium
| | - Priyanka Koshy
- Department of Imaging and Pathology, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Paul Proost
- Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Aleksandar Senev
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders, Mechelen, Belgium
| | - Ben Sprangers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium.,Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Olivier Thaunat
- Department of Transplantation, Nephrology and Clinical Immunology, Edouard Herriot Hospital Lyon, Hospices Civils de Lyon, Lyon, France
| | - Amaryllis H Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Dominique Schols
- Department of Microbiology, Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
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21
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Biological pathways and comparison with biopsy signals and cellular origin of peripheral blood transcriptomic profiles during kidney allograft pathology. Kidney Int 2022; 102:183-195. [PMID: 35526671 PMCID: PMC9231008 DOI: 10.1016/j.kint.2022.03.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 03/07/2022] [Accepted: 03/21/2022] [Indexed: 01/04/2023]
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22
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Melderis S, Warkotsch MT, Dang J, Hagenstein J, Ehnold LI, Herrnstadt GR, Niehus CB, Feindt FC, Kylies D, Puelles VG, Berasain C, Avila MA, Neumann K, Tiegs G, Huber TB, Tharaux PL, Steinmetz OM. The Amphiregulin/EGFR axis protects from lupus nephritis via downregulation of pathogenic CD4 + T helper cell responses. J Autoimmun 2022; 129:102829. [PMID: 35468361 DOI: 10.1016/j.jaut.2022.102829] [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: 02/21/2022] [Revised: 03/28/2022] [Accepted: 03/31/2022] [Indexed: 11/25/2022]
Abstract
Systemic lupus erythematosus (SLE) is a common autoimmune disorder with a complex and poorly understood immuno-pathogenesis. Lupus nephritis (LN) is a frequent and difficult to treat complication, which causes high morbidity and mortality. The multifunctional cytokine amphiregulin (AREG) has been implicated in SLE pathogenesis, but its function in LN currently remains unknown. We thus studied the model of pristane-induced LN and found increasing renal and systemic AREG expression during the course of disease. Importantly, renal injury was significantly aggravated in the absence of AREG, revealing a net anti-inflammatory role. Analyses of immune responses showed dual effects. On the one hand, AREG enhanced activation of pro-inflammatory myeloid cells, which however did not play a major role for the course of LN. More importantly, on the other hand, AREG strongly suppressed pathogenic cytokine production by T helper effector cells. This effect was more general in nature and could be reproduced in response to antigen immunization. Since AREG has been postulated to downregulate T cell responses via enhancing Treg suppressive capacity, we followed up on this aspect. Interestingly, however, in vitro studies revealed potential direct and Treg independent effects of AREG on T helper effector cells. In favor of this notion, we found significantly enhanced T cell responses and consecutive aggravation of LN, only if epidermal growth factor receptor (EGFR) signaling was abrogated in total T cells, but not if the EGFR was absent on Tregs alone. Finally, we also found enhanced AREG expression in plasma and renal biopsies of patients with LN, supporting the relevance of our findings for human disease. In summary, our data identify AREG as an anti-inflammatory mediator of LN via broad downregulation of pathogenic T cell immunity. These findings further highlight the AREG/EGFR axis as a potential therapeutic target.
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Affiliation(s)
- Simon Melderis
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias T Warkotsch
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Julien Dang
- Paris Cardiovascular Research Center, Inserm, Université Paris Cité, Paris, France
| | - Julia Hagenstein
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Laura-Isabell Ehnold
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Georg R Herrnstadt
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph B Niehus
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Frederic C Feindt
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dominik Kylies
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Victor G Puelles
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carmen Berasain
- Program of Hepatology, CIMA, University of Navarra, CIBERehd and IdiSNA, Pamplona, Spain
| | - Matias A Avila
- Program of Hepatology, CIMA, University of Navarra, CIBERehd and IdiSNA, Pamplona, Spain
| | - Katrin Neumann
- Institut für Experimentelle Immunologie und Hepatologie, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Gisa Tiegs
- Institut für Experimentelle Immunologie und Hepatologie, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Tobias B Huber
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Pierre-Louis Tharaux
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Paris Cardiovascular Research Center, Inserm, Université Paris Cité, Paris, France
| | - Oliver M Steinmetz
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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23
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Lee SK, Park MJ, Choi JW, Baek JA, Kim SY, Choi HJ, You YK, Jang JW, Sung PS, Bae SH, Yoon SK, Choi JY, Cho ML. Patient-Derived Avatar Mouse Model to Predict the Liver Immune Homeostasis of Long-Term Stable Liver Transplant Patients. Front Immunol 2022; 13:817006. [PMID: 35418987 PMCID: PMC8995467 DOI: 10.3389/fimmu.2022.817006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/23/2022] [Indexed: 11/13/2022] Open
Abstract
Although rejection or tolerance can occur in liver transplantation (LT) patients, there are no reliable non-invasive methods for predicting immune homeostasis. In this study, we developed a humanized mouse model to predict liver immune homeostasis in patients who underwent LT. The patient-derived avatar model was developed by injecting peripheral blood mononuclear cells from healthy controls (HCs) or LT patients with stable, rejection, or tolerance into NOD.Cg-PrkdcscidIL2rgtm1Wjl/SzJ (NSG) mice, followed by injection of human hepatic stellate cells and Carbone tetrachloride (CCl4). After 7 weeks, the patient’s T-cell engraftment and liver inflammation in the avatar model were evaluated and compared with the liver histology of LT patients. Changes in liver inflammation following treatment with tacrolimus and/or biguanide derivatives were also examined. The C-X-C Motif Chemokine Receptor 3 (CXCR3)-dependently engrafted patient T cells led to differences in liver inflammation in our model according to the status of LT patients. The livers of avatar models from rejection patients had severe inflammation with more T helper 17 cells and fewer regulatory T cells compared to those of models from tolerance and HCs showing only mild inflammation. Moreover, our model classified stable post-LT patients into severe and mild inflammation groups, which correlated well with liver immunity in these patients. Our models revealed alleviation of inflammation after combination treatment with tacrolimus and biguanide derivatives or monotherapy. Consequently, using our new patient-derived avatar model, we predicted liver immune homeostasis in patients with stable LT without biopsy. Moreover, our avatar model may be useful for preclinical analysis to evaluate treatment responses while reducing risks to patients.
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Affiliation(s)
- Soon Kyu Lee
- Division of Hepatology, Department of Internal Medicine, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Min-Jung Park
- The Rheumatism Research Center, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jeong Won Choi
- The Rheumatism Research Center, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jin-Ah Baek
- The Rheumatism Research Center, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Se-Young Kim
- The Rheumatism Research Center, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Ho Joong Choi
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Young Kyoung You
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jeong Won Jang
- Division of Hepatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Pil Soo Sung
- Division of Hepatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Si Hyun Bae
- Division of Hepatology, Department of Internal Medicine, Eunpyeong Se. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Seung Kew Yoon
- Division of Hepatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jong Young Choi
- Division of Hepatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Mi-La Cho
- The Rheumatism Research Center, Catholic Research Institute of Medical Science, College of Medicine, The Catholic University of Korea, Seoul, South Korea
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24
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Lebraud E, Eloudzeri M, Rabant M, Lamarthée B, Anglicheau D. Microvascular Inflammation of the Renal Allograft: A Reappraisal of the Underlying Mechanisms. Front Immunol 2022; 13:864730. [PMID: 35392097 PMCID: PMC8980419 DOI: 10.3389/fimmu.2022.864730] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 02/22/2022] [Indexed: 12/26/2022] Open
Abstract
Antibody-mediated rejection (ABMR) is associated with poor transplant outcomes and was identified as a leading cause of graft failure after kidney transplantation. Although the hallmark histological features of ABMR (ABMRh), i.e., microvascular inflammation (MVI), usually correlate with the presence of anti-human leukocyte antigen donor-specific antibodies (HLA-DSAs), it is increasingly recognized that kidney transplant recipients can develop ABMRh in the absence of HLA-DSAs. In fact, 40-60% of patients with overt MVI have no circulating HLA-DSAs, suggesting that other mechanisms could be involved. In this review, we provide an update on the current understanding of the different pathogenic processes underpinning MVI. These processes include both antibody-independent and antibody-dependent mechanisms of endothelial injury and ensuing MVI. Specific emphasis is placed on non-HLA antibodies, for which we discuss the ontogeny, putative targets, and mechanisms underlying endothelial toxicity in connection with their clinical impact. A better understanding of these emerging mechanisms of allograft injury and all the effector cells involved in these processes may provide important insights that pave the way for innovative diagnostic tools and highly tailored therapeutic strategies.
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Affiliation(s)
- Emilie Lebraud
- Necker-Enfants Malades Institute, Inserm U1151, Université de Paris, Department of Nephrology and Kidney Transplantation, Necker Hospital, AP-HP, Paris, France
| | - Maëva Eloudzeri
- Necker-Enfants Malades Institute, Inserm U1151, Université de Paris, Department of Nephrology and Kidney Transplantation, Necker Hospital, AP-HP, Paris, France
| | - Marion Rabant
- Department of Renal Pathology, Necker Hospital, AP-HP, Paris, France
| | - Baptiste Lamarthée
- Université Bourgogne Franche-Comté, EFS BFC, Inserm UMR1098, RIGHT Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, Dijon, France
| | - Dany Anglicheau
- Necker-Enfants Malades Institute, Inserm U1151, Université de Paris, Department of Nephrology and Kidney Transplantation, Necker Hospital, AP-HP, Paris, France
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25
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The Proteome of Antibody-Mediated Rejection: From Glomerulitis to Transplant Glomerulopathy. Biomedicines 2022; 10:biomedicines10030569. [PMID: 35327371 PMCID: PMC8945687 DOI: 10.3390/biomedicines10030569] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 02/22/2022] [Accepted: 02/24/2022] [Indexed: 01/11/2023] Open
Abstract
Antibody-mediated rejection (ABMR) is the leading cause of allograft failure in kidney transplantation. Its histological hallmark is represented by lesions of glomerulitis i.e., inflammatory cells within glomeruli. Current therapies for ABMR fail to prevent chronic allograft damage i.e., transplant glomerulopathy, leading to allograft loss. We used laser microdissection of glomeruli from formalin-fixed allograft biopsies combined with mass spectrometry-based proteomics to describe the proteome modification of 11 active and 10 chronic active ABMR cases compared to 8 stable graft controls. Of 1335 detected proteins, 77 were deregulated in glomerulitis compared to stable grafts, particularly involved in cellular stress mediated by interferons type I and II, leukocyte activation and microcirculation remodeling. Three proteins extracted from this protein profile, TYMP, WARS1 and GBP1, showed a consistent overexpression by immunohistochemistry in glomerular endothelial cells that may represent relevant markers of endothelial stress during active ABMR. In transplant glomerulopathy, 137 proteins were deregulated, which favor a complement-mediated mechanism, wound healing processes through coagulation activation and ultimately a remodeling of the glomerular extracellular matrix, as observed by light microscopy. This study brings novel information on glomerular proteomics of ABMR in kidney transplantation, and highlights potential targets of diagnostic and therapeutic interest.
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26
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Abstract
Macrophages have emerged at the forefront of research in immunology and transplantation because of recent advances in basic science. New findings have illuminated macrophage populations not identified previously, expanded upon traditional macrophage phenotypes, and overhauled macrophage ontogeny. These advances have major implications for the field of transplant immunology. Macrophages are known to prime adaptive immune responses, perpetuate T-cell-mediated rejection and antibody-mediated rejection, and promote allograft fibrosis. In this review, macrophage phenotypes and their role in allograft injury of solid organ transplants will be discussed with an emphasis on kidney transplantation. Additionally, consideration will be given to the prospect of manipulating macrophage phenotypes as cell-based therapy. Innate immunity and macrophages represent important players in allograft injury and a promising target to improve transplant outcomes.
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Affiliation(s)
- Sarah E. Panzer
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
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27
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Uchida T, Seki S, Oda T. Infections, Reactions of Natural Killer T Cells and Natural Killer Cells, and Kidney Injury. Int J Mol Sci 2022; 23:ijms23010479. [PMID: 35008905 PMCID: PMC8745257 DOI: 10.3390/ijms23010479] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 12/29/2021] [Accepted: 12/30/2021] [Indexed: 01/21/2023] Open
Abstract
Natural killer T (NKT) cells and NK cells are representative innate immune cells that perform antitumor and antimicrobial functions. The involvement of these cells in various renal diseases, including acute kidney injury (AKI), has recently become evident. Murine NKT cells are activated and cause AKI in response to various stimuli, such as their specific ligand, cytokines, and bacterial components. Both renal vascular endothelial cell injury (via the perforin-mediated pathway) and tubular epithelial cell injury (via the tumor necrosis factor-alpha/Fas ligand pathway) are independently involved in the pathogenesis of AKI. NK cells complement the functions of NKT cells, thereby contributing to the development of infection-associated AKI. Human CD56+ T cells, which are a functional counterpart of murine NKT cells, as well as a subpopulation of CD56+ NK cells, strongly damage intrinsic renal cells in vitro upon their activation, possibly through mechanisms similar to those in mice. These cells are also thought to be involved in the acute exacerbation of pre-existing glomerulonephritis triggered by infection in humans, and their roles in sepsis-associated AKI are currently under investigation. In this review, we will provide an overview of the recent advances in the understanding of the association among infections, NKT and NK cells, and kidney injury, which is much more profound than previously considered. The important role of liver macrophages in the activation of NKT cells will also be introduced.
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Affiliation(s)
- Takahiro Uchida
- Kidney Disease Center, Department of Nephrology and Blood Purification, Tokyo Medical University Hachioji Medical Center, Tokyo 193-0998, Japan;
| | - Shuhji Seki
- Department of Immunology and Microbiology, National Defense Medical College, Saitama 359-8513, Japan;
| | - Takashi Oda
- Kidney Disease Center, Department of Nephrology and Blood Purification, Tokyo Medical University Hachioji Medical Center, Tokyo 193-0998, Japan;
- Correspondence: ; Tel.: +81-42-665-5611; Fax: +81-42-665-1796
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28
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Callemeyn J, Lamarthée B, Koenig A, Koshy P, Thaunat O, Naesens M. Allorecognition and the spectrum of kidney transplant rejection. Kidney Int 2021; 101:692-710. [PMID: 34915041 DOI: 10.1016/j.kint.2021.11.029] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 10/05/2021] [Accepted: 11/08/2021] [Indexed: 12/18/2022]
Abstract
Detection of mismatched human leukocyte antigens by adaptive immune cells is considered as the main cause of transplant rejection, leading to either T-cell mediated rejection or antibody-mediated rejection. This canonical view guided the successful development of immunosuppressive therapies and shaped the diagnostic Banff classification for kidney transplant rejection that is used in clinics worldwide. However, several observations have recently emerged that question this dichotomization between T-cell mediated rejection and antibody-mediated rejection, related to heterogeneity in the serology, histology, and prognosis of the rejection phenotypes. In parallel, novel insights were obtained concerning the dynamics of donor-specific anti-human leukocyte antigen antibodies, the immunogenicity of donor-recipient non-human leukocyte antigen mismatches, and the autoreactivity against self-antigens. Moreover, the potential of innate allorecognition was uncovered, as exemplified by natural killer cell-mediated microvascular inflammation through missing self, and by the emerging evidence on monocyte-driven allorecognition. In this review, we highlight the gaps in the current classification of rejection, provide an overview of the expanding insights into the mechanisms of allorecognition, and critically appraise how these could improve our understanding and clinical approach to kidney transplant rejection. We argue that consideration of the complex interplay of various allorecognition mechanisms can foster a more integrated view of kidney transplant rejection and can lead to improved risk stratification, targeted therapies, and better outcome after kidney transplantation.
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Affiliation(s)
- Jasper Callemeyn
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium; Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Baptiste Lamarthée
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium; Necker-Enfants Malades Institute, French National Institute of Health and Medical Research (INSERM) Unit 1151, Paris, France
| | - Alice Koenig
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, University Lyon, Lyon, France; Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France; Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
| | - Priyanka Koshy
- Department of Morphology and Molecular Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Olivier Thaunat
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, University Lyon, Lyon, France; Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France; Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
| | - Maarten Naesens
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium; Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium.
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29
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New insights on the monitoring of solid-organ allografts based on immune cell signatures. Transpl Immunol 2021; 70:101509. [PMID: 34843937 DOI: 10.1016/j.trim.2021.101509] [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: 10/23/2021] [Revised: 11/17/2021] [Accepted: 11/23/2021] [Indexed: 11/23/2022]
Abstract
Attaining a fair long-term allograft survival remains a challenge for allogeneic transplantation worldwide. Although the emergence of immunosuppressants has caused noticeable progress in the management of immunologic rejection, proper application of these therapeutics and dose adjustments require delicate and real-time monitoring of recipients. Nevertheless, the majority of conventional allograft monitoring approaches are based on organ damage or functional tests that render them unable to predict the rejection events in early time points before the establishment of a functional alloimmune response. On the other hand, biopsy-based methods include invasive practices and are accompanied by serious complications. In recent years, there have been a myriad of attempts on the discovery of reliable and non-invasive approaches for the monitoring of allografts that regarding a close relationship between allografts and hosts' immune system, most of the attempts have been devoted to the studies on the immune response-associated biomarkers. The discovery of gene and protein expression patterns in immune cells along with their phenotypic characterization and secretome analysis as well as tracking the immune responses in allograft tissues and clinical specimens are among the notable attempts taken to discover the non-invasive predictive markers with a proper coincidence to the pathologic condition. Collectively, these studies suggest a list of candidate biomarkers with ideal potentials for early and non-invasive prediction of allograft rejection and shed light on the way towards developing more standardized and reproducible approaches for monitoring the allograft rejection.
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30
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Multiplex Immunofluorescence for Detection of Spatial Distributions of Infiltrating T Cells Within Different Regions of Hepatic Lobules During Liver Transplantation Rejection. Inflammation 2021; 45:651-664. [PMID: 34705187 DOI: 10.1007/s10753-021-01574-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 07/05/2021] [Accepted: 09/29/2021] [Indexed: 10/20/2022]
Abstract
It remains unclear as to whether there are differences that exist in the types and functional status of immune cells within different areas of the liver lobules after rejection of liver transplantation. The composition of infiltrating T cells in liver allografts during liver transplantation rejection is indistinct and difficult to visualize within the same biopsy slide. In an attempt to rectify this problem, we applied multiplex immunofluorescent assays to assess the spatial distribution of various types of infiltrating T cells in different areas of the liver lobules after liver transplantation. In identical areas of the hepatic lobules, the percentage of CD4+ T, CD8+ T, and regulatory T (Treg) cells in the rejection group was greater than that observed in the non-rejection and normal groups. Within all three groups, the percentage of CD4+ T, CD8+ T, and Treg cells from the periportal to perivenous zones initially increased and then decreased. In the rejection group, the percentage of CD8+ T cells gradually increased from the periportal to perivenous zones, with maximal levels in the perivenous as compared with that in the transitional and periportal zones. In conclusion, levels of CD8+ T cells within different regions of liver lobules are closely related to levels of rejection after liver transplantation. Liver transplantation rejection may be linked with increases in CD8+ T cells within the perivenous zone. Although the regional percent of increase in CD4+ T cells may not reflect level of the rejection, the overall numbers of both of CD4+ and CD8+ T cells within different regions were closely related to rejection levels.
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31
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Hermsen M, Volk V, Bräsen JH, Geijs DJ, Gwinner W, Kers J, Linmans J, Schaadt NS, Schmitz J, Steenbergen EJ, Swiderska-Chadaj Z, Smeets B, Hilbrands LB, Feuerhake F, van der Laak JAWM. Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning. J Transl Med 2021; 101:970-982. [PMID: 34006891 PMCID: PMC8292146 DOI: 10.1038/s41374-021-00601-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 12/20/2022] Open
Abstract
Delayed graft function (DGF) is a strong risk factor for development of interstitial fibrosis and tubular atrophy (IFTA) in kidney transplants. Quantitative assessment of inflammatory infiltrates in kidney biopsies of DGF patients can reveal predictive markers for IFTA development. In this study, we combined multiplex tyramide signal amplification (mTSA) and convolutional neural networks (CNNs) to assess the inflammatory microenvironment in kidney biopsies of DGF patients (n = 22) taken at 6 weeks post-transplantation. Patients were stratified for IFTA development (<10% versus ≥10%) from 6 weeks to 6 months post-transplantation, based on histopathological assessment by three kidney pathologists. One mTSA panel was developed for visualization of capillaries, T- and B-lymphocytes and macrophages and a second mTSA panel for T-helper cell and macrophage subsets. The slides were multi spectrally imaged and custom-made python scripts enabled conversion to artificial brightfield whole-slide images (WSI). We used an existing CNN for the detection of lymphocytes with cytoplasmatic staining patterns in immunohistochemistry and developed two new CNNs for the detection of macrophages and nuclear-stained lymphocytes. F1-scores were 0.77 (nuclear-stained lymphocytes), 0.81 (cytoplasmatic-stained lymphocytes), and 0.82 (macrophages) on a test set of artificial brightfield WSI. The CNNs were used to detect inflammatory cells, after which we assessed the peritubular capillary extent, cell density, cell ratios, and cell distance in the two patient groups. In this cohort, distance of macrophages to other immune cells and peritubular capillary extent did not vary significantly at 6 weeks post-transplantation between patient groups. CD163+ cell density was higher in patients with ≥10% IFTA development 6 months post-transplantation (p < 0.05). CD3+CD8-/CD3+CD8+ ratios were higher in patients with <10% IFTA development (p < 0.05). We observed a high correlation between CD163+ and CD4+GATA3+ cell density (R = 0.74, p < 0.001). Our study demonstrates that CNNs can be used to leverage reliable, quantitative results from mTSA-stained, multi spectrally imaged slides of kidney transplant biopsies.
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Affiliation(s)
- Meyke Hermsen
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Valery Volk
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | | | - Daan J Geijs
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Wilfried Gwinner
- Department of Nephrology, Hannover Medical School, Hannover, Germany
| | - Jesper Kers
- Department of Pathology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
- Center for Analytical Sciences Amsterdam (CASA), Van 't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, Amsterdam, The Netherlands
| | - Jasper Linmans
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nadine S Schaadt
- Institute of Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Jessica Schmitz
- Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Eric J Steenbergen
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Zaneta Swiderska-Chadaj
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
- Faculty of Electrical Engineering, Warsaw University of Technology, Warsaw, Poland
| | - Bart Smeets
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Luuk B Hilbrands
- Department of Nephrology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Friedrich Feuerhake
- Institute for Pathology, Hannover Medical School, Hannover, Germany
- Institute for Neuropathology, University Clinic Freiburg, Freiburg, Germany
| | - Jeroen A W M van der Laak
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands.
- Center for Medical Image Science and Visualization, Linköping University, Linköping, Sweden.
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Hamada S, Dubois V, Koenig A, Thaunat O. Allograft recognition by recipient's natural killer cells: Molecular mechanisms and role in transplant rejection. HLA 2021; 98:191-199. [PMID: 34050618 DOI: 10.1111/tan.14332] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 05/24/2021] [Indexed: 12/24/2022]
Abstract
The current transplant immunology dogma defends that allograft rejection is initiated by recipient's adaptive immune system. In this prevalent model, innate immune cells in general, and natural killer (NK) cells in particular, are merely considered as downstream effectors which participate in the destruction of the graft only upon recruitment by adaptive effectors: alloreactive T cells or donor-specific antibodies (DSA). Challenging this vision, recent data demonstrated that recipients' NK cells are capable of a form of allorecognition because they can sense the absence of self HLA class I molecules on the surface of graft endothelial cells. Missing-self triggers mTORC1-dependent activation of NK cells, which in turn promote the development of graft microvascular inflammation and detrimentally impact graft survival. The fact that some patients develop chronic vascular rejection in absence of DSA or genetically-predicted missing self suggests that other molecular mechanisms could underly NK cell allorecognition. This review provides an overview of these proven and putative molecular mechanisms and discusses future research directions in this emerging field in organ transplant immunology.
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Affiliation(s)
- Sarah Hamada
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, Univ. Lyon, Lyon, France.,Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France
| | - Valérie Dubois
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, Univ. Lyon, Lyon, France.,HLA Laboratory, French National Blood Service (EFS), Décines-Charpieu, France
| | - Alice Koenig
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, Univ. Lyon, Lyon, France.,Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France.,Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
| | - Olivier Thaunat
- CIRI, INSERM U1111, Université Claude Bernard Lyon I, CNRS UMR5308, Ecole Normale Supérieure de Lyon, Univ. Lyon, Lyon, France.,Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France.,Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
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The FCGR3A 158 V/V-genotype is associated with decreased survival of renal allografts with chronic active antibody-mediated rejection. Sci Rep 2021; 11:7903. [PMID: 33846428 PMCID: PMC8041758 DOI: 10.1038/s41598-021-86943-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 03/19/2021] [Indexed: 01/24/2023] Open
Abstract
Natural killer (NK) cells express the Fc-gamma receptor CD16 (FCGR3A) and could therefore mediate renal endothelial cell damage in cases of chronic-active antibody mediated rejection (c-aABMR). The V/V-genotype of the FCGR3A 158 F/V polymorphism is associated with increased CD16 expression and cytotoxicity by NK cells. This study evaluated whether this genotype is associated with the diagnosis of c-aABMR and renal allograft loss. The distribution of the FGCR3A 158 F/V-genotypes was not different for c-aABMR cases (N = 133) compared to control kidney transplant recipients (N = 116, P = 0.65). The V-allele was associated with increased median fluorescence intensity (MFI) of CD16 by NK cells (MFI 3.5 × 104 versus 1.3 × 104 for V/V and F/F-genotype, P < 0.001). Increased expression of CD16 correlated with CD16-dependent degranulation of NK cells (R = 0.4; P = 0.02). Moreover, the V/V-genotype was significantly associated with a higher glomerulitis score and an independent risk factor (HR 1.98; P = 0.04) for decreased allograft survival. Death-censored graft survival in c-aABMR cases at 3 years follow-up was 33% for the FCGR3A 158 V/V-genotype versus 62% for the F/F-genotype. In conclusion, the FCGR3A V/V-genotype increases CD16-mediated NK cell cytotoxicity and is associated with a higher glomerulitis score and decreased graft survival in cases with c-aABMR.
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Farris AB, Vizcarra J, Amgad M, Cooper LAD, Gutman D, Hogan J. Artificial intelligence and algorithmic computational pathology: an introduction with renal allograft examples. Histopathology 2021; 78:791-804. [PMID: 33211332 DOI: 10.1111/his.14304] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Whole slide imaging, which is an important technique in the field of digital pathology, has recently been the subject of increased interest and avenues for utilisation, and with more widespread whole slide image (WSI) utilisation, there will also be increased interest in and implementation of image analysis (IA) techniques. IA includes artificial intelligence (AI) and targeted or hypothesis-driven algorithms. In the overall pathology field, the number of citations related to these topics has increased in recent years. Renal pathology is one anatomical pathology subspecialty that has utilised WSIs and IA algorithms; it can be argued that renal transplant pathology could be particularly suited for whole slide imaging and IA, as renal transplant pathology is frequently classified by use of the semiquantitative Banff classification of renal allograft pathology. Hypothesis-driven/targeted algorithms have been used in the past for the assessment of a variety of features in the kidney (e.g. interstitial fibrosis, tubular atrophy, inflammation); in recent years, the amount of research has particularly increased in the area of AI/machine learning for the identification of glomeruli, for histological segmentation, and for other applications. Deep learning is the form of machine learning that is most often used for such AI approaches to the 'big data' of pathology WSIs, and deep learning methods such as artificial neural networks (ANNs)/convolutional neural networks (CNNs) are utilised. Unsupervised and supervised AI algorithms can be employed to accomplish image or semantic classification. In this review, AI and other IA algorithms applied to WSIs are discussed, and examples from renal pathology are covered, with an emphasis on renal transplant pathology.
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Affiliation(s)
- Alton B Farris
- Department of Pathology and Laboratory Medicine, Atlanta, GA, USA
| | - Juan Vizcarra
- Department of Bioinformatics, Emory University, Atlanta, GA, USA
| | - Mohamed Amgad
- Department of Pathology and Center for Computational Imaging and Signal Analytics, Northwestern University, Chicago, IL, USA
| | - Lee A D Cooper
- Department of Pathology and Center for Computational Imaging and Signal Analytics, Northwestern University, Chicago, IL, USA
| | - David Gutman
- Department of Bioinformatics, Emory University, Atlanta, GA, USA
| | - Julien Hogan
- Department of Surgery, Emory University, Atlanta, GA, USA
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Duong Van Huyen JP, Fedrigo M, Fishbein GA, Leone O, Neil D, Marboe C, Peyster E, von der Thüsen J, Loupy A, Mengel M, Revelo MP, Adam B, Bruneval P, Angelini A, Miller DV, Berry GJ. The XVth Banff Conference on Allograft Pathology the Banff Workshop Heart Report: Improving the diagnostic yield from endomyocardial biopsies and Quilty effect revisited. Am J Transplant 2020; 20:3308-3318. [PMID: 32476272 DOI: 10.1111/ajt.16083] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/14/2020] [Accepted: 05/15/2020] [Indexed: 01/25/2023]
Abstract
The XVth Banff Conference on Allograft Pathology meeting was held on September 23-27, 2019, in Pittsburgh, Pennsylvania, USA. During this meeting, two main topics in cardiac transplant pathology were addressed: (a) Improvement of endomyocardial biopsy (EMB) accuracy for the diagnosis of rejection and other significant injury patterns, and (b) the orphaned lesion known as Quilty effect or nodular endocardial infiltrates. Molecular technologies have evolved in recent years, deciphering pathophysiology of cardiac rejection. Diagnostically, it is time to integrate the histopathology of EMBs and molecular data. The goal is to incorporate molecular pathology, performed on the same paraffin block as a companion test for histopathology, to yield more accurate and objective EMB interpretation. Application of digital image analysis from hematoxylin and eosin (H&E) stain to multiplex labeling is another means of extracting additional information from EMBs. New concepts have emerged exploring the multifaceted significance of myocardial injury, minimal rejection patterns supported by molecular profiles, and lesions of arteriolitis/vasculitis in the setting of T cell-mediated rejection (TCMR) and antibody-mediated rejection (AMR). The orphaned lesion known as Quilty effect or nodular endocardial infiltrates. A state-of-the-art session with historical aspects and current dilemmas was reviewed, and possible pathogenesis proposed, based on advances in immunology to explain conflicting data. The Quilty effect will be the subject of a multicenter project to explore whether it functions as a tertiary lymphoid organ.
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Affiliation(s)
- Jean-Paul Duong Van Huyen
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France.,Department of Pathology, Necker Hospital, Paris, France
| | - Marny Fedrigo
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Gregory A Fishbein
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Ornella Leone
- Sant'Orsola-Malpighi University Hospital, Bologna, Italy
| | - Desley Neil
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham and Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Charles Marboe
- Department of Pathology and Cell Biology, Columbia University, New York, New York, USA
| | - Eliot Peyster
- Cardiovascular Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Alexandre Loupy
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France.,Department of Nephrology and Transplantation, Necker-Enfants Hospital, Paris, France
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Monica P Revelo
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA
| | - Benjamin Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Patrick Bruneval
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France
| | - Annalisa Angelini
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | | | - Gerald J Berry
- Department of Pathology, Stanford University, Stanford, California, USA
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Miao K, Pan T, Mou Y, Zhang L, Xiong W, Xu Y, Yu J, Wang Y. Scutellarein inhibits BLM-mediated pulmonary fibrosis by affecting fibroblast differentiation, proliferation, and apoptosis. Ther Adv Chronic Dis 2020; 11:2040622320940185. [PMID: 32843954 PMCID: PMC7418478 DOI: 10.1177/2040622320940185] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 06/15/2020] [Indexed: 12/19/2022] Open
Abstract
Introduction Idiopathic pulmonary fibrosis (IPF) is a progressive and irreversible interstitial pulmonary disease that has a poor prognosis. Scutellarein, which is extracted from the traditional Chinese medicine Erigeron breviscapus, is used to treat a variety of diseases; however, the use of scutellarein for the treatment of pulmonary fibrosis and the related mechanisms of action have not been fully explored. Methods This study was conducted using a well-established mouse model of pulmonary fibrosis induced by bleomycin (BLM). The antifibrotic effects of scutellarein on histopathologic manifestations and fibrotic marker expression levels were examined. The effects of scutellarein on fibroblast differentiation, proliferation, and apoptosis and on related signaling pathways were next investigated to demonstrate the underlying mechanisms. Results In the present study, we found that scutellarein alleviated BLM-induced pulmonary fibrosis, as indicated by histopathologic manifestations and the expression levels of fibrotic markers. Further data demonstrated that the ability of fibroblasts to differentiate into myofibroblasts was attenuated in scutellarein-treated mice model. In addition, we obtained in vitro evidence that scutellarein inhibited fibroblast-to-myofibroblast differentiation by repressing TGF-β/Smad signaling, inhibited cellular proliferation by repressing PI3K/Akt signaling, and increased apoptosis of fibroblasts by affecting Bax/Bcl2 signaling. Discussion In general, scutellarein might exert therapeutic effects on pulmonary fibrosis by altering the differentiation, proliferation, and apoptosis of fibroblasts. Although scutellarein has been demonstrated to be safe in mice, further studies are required to investigate the efficacy of scutellarein in patients with IPF.
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Affiliation(s)
- Kang Miao
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China
| | - Ting Pan
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China
| | - Yong Mou
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China
| | - Lei Zhang
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China
| | - Weining Xiong
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China Department of Respiratory Medicine, Shanghai Ninth People’s Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yongjian Xu
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Key Site of National Clinical Research Center for Respiratory Disease, Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Wuhan, China
| | - Jun Yu
- Department of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, China
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Chen J, Perez R, de Mattos AM, Wang C, Li Z, Applegate RL, Liu H. Perioperative Dexmedetomidine Improves Outcomes of Kidney Transplant. Clin Transl Sci 2020; 13:1279-1287. [PMID: 32506659 PMCID: PMC7719359 DOI: 10.1111/cts.12826] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/13/2020] [Indexed: 02/06/2023] Open
Abstract
Graft function is crucial for successful kidney transplantation. Many factors may affect graft function or cause delayed graft function (DGF), which decreases the prognosis for graft survival. This study was designed to evaluate whether the perioperative use of dexmedetomidine (Dex) could improve the incidence of function of graft kidney and complications after kidney transplantation. A total of 780 patients underwent kidney transplantations, 315 received intravenous Dex infusion during surgery, and 465 did not. Data were adjusted with propensity scores and multivariate logistic regression was used. The primary outcomes are major adverse complications, including DGF and acute rejection in the early post‐transplantation phase. The secondary outcomes included length of hospital stay (LOS), infection, overall complication, graft functional status, post‐transplantation serum creatinine values, and estimated glomerular filtration rate (eGFR). Dex use significantly decreased DGF (19.37% vs. 23.66%; adjusted odds ratio, 0.744; 95% confidence interval, 0.564–0.981; P = 0.036), risk of infection, risk of acute rejection in the early post‐transplantation phase, the risk of overall complications, and LOS. However, there were no statistical differences in 90‐day graft functional status or 7‐day, 30‐day, and 90‐day eGFR. Perioperative Dex use reduced incidence of DGF, risk of infection, risk of acute rejection, overall complications, and LOS in patients who underwent kidney transplantation.
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Affiliation(s)
- Jun Chen
- Department of Anesthesiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, California, USA
| | - Richard Perez
- Department of Surgery, University of California Davis Health, Sacramento, California, USA
| | - Angelo Mario de Mattos
- Department of Internal Medicine, University of California Davis Health, Sacramento, California, USA
| | - Cecilia Wang
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, California, USA
| | - Zhongmin Li
- Department of Internal Medicine, University of California Davis Health, Sacramento, California, USA
| | - Richard L Applegate
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, California, USA
| | - Hong Liu
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, California, USA
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Connexin43 expression in bone marrow derived cells contributes to the electrophysiological properties of cardiac scar tissue. Sci Rep 2020; 10:2617. [PMID: 32054938 PMCID: PMC7018966 DOI: 10.1038/s41598-020-59449-7] [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: 09/08/2019] [Accepted: 01/29/2020] [Indexed: 11/26/2022] Open
Abstract
Cardiac pathologies associated with arrhythmic activity are often accompanied by inflammation. The contribution of inflammatory cells to the electrophysiological properties of injured myocardium is unknown. Myocardial scar cell types and intercellular contacts were analyzed using a three-dimensional reconstruction from serial blockface scanning electron microscopy data. Three distinct cell populations were identified: inflammatory, fibroblastic and endocardial cells. While individual fibroblastic cells interface with a greater number of cells, inflammatory cells have the largest contact area suggesting a role in establishing intercellular electrical connections in scar tissue. Optical mapping was used to study the electrophysiological properties of scars in fetal liver chimeric mice generated using connexin43 knockout donors (bmpKO). Voltage changes were elicited in response to applied current pulses. Isopotential maps showed a steeper pattern of decay with distance from the electrode in scars compared with uninjured regions, suggesting reduced electrical coupling. The tissue decay constant, defined as the distance voltage reaches 37% of the amplitude at the edge of the scar, was 0.48 ± 0.04 mm (n = 11) in the scar of the bmpCTL group and decreased 37.5% in the bmpKO group (n = 10). Together these data demonstrate inflammatory cells significantly contribute to scar electrophysiology through coupling mediated at least partially by connexin43 expression.
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