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Pison C, Tissot A, Bernasconi E, Royer PJ, Roux A, Koutsokera A, Coiffard B, Renaud-Picard B, Le Pavec J, Mordant P, Demant X, Villeneuve T, Mornex JF, Nemska S, Frossard N, Brugière O, Siroux V, Marsland BJ, Foureau A, Botturi K, Durand E, Pellet J, Danger R, Auffray C, Brouard S, Nicod L, Magnan A. Systems prediction of chronic lung allograft dysfunction: Results and perspectives from the Cohort of Lung Transplantation and Systems prediction of Chronic Lung Allograft Dysfunction cohorts. Front Med (Lausanne) 2023; 10:1126697. [PMID: 36968829 PMCID: PMC10033762 DOI: 10.3389/fmed.2023.1126697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 02/07/2023] [Indexed: 03/11/2023] Open
Abstract
BackgroundChronic lung allograft dysfunction (CLAD) is the leading cause of poor long-term survival after lung transplantation (LT). Systems prediction of Chronic Lung Allograft Dysfunction (SysCLAD) aimed to predict CLAD.MethodsTo predict CLAD, we investigated the clinicome of patients with LT; the exposome through assessment of airway microbiota in bronchoalveolar lavage cells and air pollution studies; the immunome with works on activation of dendritic cells, the role of T cells to promote the secretion of matrix metalloproteinase-9, and subpopulations of T and B cells; genome polymorphisms; blood transcriptome; plasma proteome studies and assessment of MSK1 expression.ResultsClinicome: the best multivariate logistic regression analysis model for early-onset CLAD in 422 LT eligible patients generated a ROC curve with an area under the curve of 0.77. Exposome: chronic exposure to air pollutants appears deleterious on lung function levels in LT recipients (LTRs), might be modified by macrolides, and increases mortality. Our findings established a link between the lung microbial ecosystem, human lung function, and clinical stability post-transplant. Immunome: a decreased expression of CLEC1A in human lung transplants is predictive of the development of chronic rejection and associated with a higher level of interleukin 17A; Immune cells support airway remodeling through the production of plasma MMP-9 levels, a potential predictive biomarker of CLAD. Blood CD9-expressing B cells appear to favor the maintenance of long-term stable graft function and are a potential new predictive biomarker of BOS-free survival. An early increase of blood CD4 + CD57 + ILT2+ T cells after LT may be associated with CLAD onset. Genome: Donor Club cell secretory protein G38A polymorphism is associated with a decreased risk of severe primary graft dysfunction after LT. Transcriptome: blood POU class 2 associating factor 1, T-cell leukemia/lymphoma domain, and B cell lymphocytes, were validated as predictive biomarkers of CLAD phenotypes more than 6 months before diagnosis. Proteome: blood A2MG is an independent predictor of CLAD, and MSK1 kinase overexpression is either a marker or a potential therapeutic target in CLAD.ConclusionSystems prediction of Chronic Lung Allograft Dysfunction generated multiple fingerprints that enabled the development of predictors of CLAD. These results open the way to the integration of these fingerprints into a predictive handprint.
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Affiliation(s)
- Christophe Pison
- Service Hospitalier Universitaire de Pneumologie Physiologie, Pôle Thorax et Vaisseaux, Fédération Grenoble Transplantation, CHU Grenoble Alpes, Grenoble, France
- Université Grenoble Alpes, INSERM 1055, Grenoble, France
- *Correspondence: Christophe Pison,
| | - Adrien Tissot
- Service de Pneumologie, Institut du Thorax, CHU Nantes, Nantes, France
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Eric Bernasconi
- Unité de Transplantation Pulmonaire, Service de Pneumologie, Centre Hospitalier Universitaire Vaudois et Université de Lausanne, Lausanne, Suisse
| | - Pierre-Joseph Royer
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Antoine Roux
- Service de Pneumologie, Hôpital Foch, Suresnes, France
- Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement, INRAE, Jouy-en-Josas, France
| | - Angela Koutsokera
- Unité de Transplantation Pulmonaire, Service de Pneumologie, Centre Hospitalier Universitaire Vaudois et Université de Lausanne, Lausanne, Suisse
| | - Benjamin Coiffard
- Service de Pneumologie et de Transplantation Pulmonaire, APHM, Hôpital Nord, Aix Marseille Univ, Marseille, France
| | - Benjamin Renaud-Picard
- Service de Pneumologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Inserm UMR 1260, Regenerative Nanomedicine, Université de Strasbourg, Strasbourg, France
| | - Jérôme Le Pavec
- Service de Chirurgie Thoracique, Vasculaire et Transplantation Cardiopulmonaire, Centre Chirurgical Marie Lannelongue, Le Plessis Robinson, France
| | - Pierre Mordant
- Service de Chirurgie Vasculaire, Thoracique et Transplantation Pulmonaire, Hôpital Bichat, AP-HP, INSERM U1152, Université Paris Cité, Paris, France
| | - Xavier Demant
- Service de Pneumologie et Transplantation Pulmonaire, CHU de Bordeaux, Bordeaux, France
| | - Thomas Villeneuve
- Service de Pneumologie, CHU de Toulouse, Université Toulouse III-Paul Sabatier, Toulouse, France
| | - Jean-Francois Mornex
- Université de Lyon, Université Lyon 1, PSL, EPHE, INRAE, IVPC, Lyon, France
- Hospices Civils de Lyon, GHE, Service de Pneumologie, RESPIFIL, Orphalung, Inserm CIC, Lyon, France
| | - Simona Nemska
- UMR 7200 - Laboratoire d'Innovation Thérapeutique, Faculté de Pharmacie, CNRS-Université de Strasbourg, Illkirch, France
| | - Nelly Frossard
- UMR 7200 - Laboratoire d'Innovation Thérapeutique, Faculté de Pharmacie, CNRS-Université de Strasbourg, Illkirch, France
| | - Olivier Brugière
- Service de Pneumologie, Hôpital Foch, Suresnes, France
- Laboratoire d’Immunologie de la Transplantation, Hôpital Saint-Louis, CEA/DRF/Institut de Biologie François Jacob, Unité INSERM 1152, Université Paris Diderot, USPC, Paris, France
| | - Valérie Siroux
- Team of Environmental Epidemiology Applied to the Development and Respiratory Health, Institute for Advanced Biosciences (IAB), Inserm U1209, CNRS UMR 5309, Université Grenoble Alpes, Grenoble, France
| | - Benjamin J. Marsland
- Unité de Transplantation Pulmonaire, Service de Pneumologie, Centre Hospitalier Universitaire Vaudois et Université de Lausanne, Lausanne, Suisse
- Department of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Aurore Foureau
- Service de Pneumologie, Institut du Thorax, CHU Nantes, Nantes, France
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Karine Botturi
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Eugenie Durand
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Johann Pellet
- European Institute for Systems Biology and Medicine, Vourles, France
| | - Richard Danger
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Charles Auffray
- European Institute for Systems Biology and Medicine, Vourles, France
| | - Sophie Brouard
- CHU Nantes, Nantes Université, INSERM, Center for Research in Transplantation and Translational Immunology (CR2TI), UMR 1064, ITUN, Nantes, France
| | - Laurent Nicod
- Unité de Transplantation Pulmonaire, Service de Pneumologie, Centre Hospitalier Universitaire Vaudois et Université de Lausanne, Lausanne, Suisse
| | - Antoine Magnan
- Service de Pneumologie, Hôpital Foch, Suresnes, France
- Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement, INRAE, Jouy-en-Josas, France
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Nemska S, Daubeuf F, Obrecht A, Israel-Biet D, Stern M, Kessler R, Roux A, Tavakoli R, Villa P, Tissot A, Danger R, Reber L, Durand E, Foureau A, Brouard S, Magnan A, Frossard N. Overexpression of the MSK1 Kinase in Patients With Chronic Lung Allograft Dysfunction and Its Confirmed Role in a Murine Model. Transplantation 2021; 105:1212-1224. [PMID: 33560725 DOI: 10.1097/tp.0000000000003606] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Chronic lung allograft dysfunction (CLAD) and its obstructive form, the obliterative bronchiolitis (OB), are the main long-term complications related to high mortality rate postlung transplantation. CLAD treatment lacks a significant success in survival. Here, we investigated a new strategy through inhibition of the proinflammatory mitogen- and stress-activated kinase 1 (MSK1) kinase. METHODS MSK1 expression was assessed in a mouse OB model after heterotopic tracheal allotransplantation. Pharmacological inhibition of MSK1 (H89, fasudil, PHA767491) was evaluated in the murine model and in a translational model using human lung primary fibroblasts in proinflammatory conditions. MSK1 expression was graded over time in biopsies from a cohort of CLAD patients. RESULTS MSK1 mRNA progressively increased during OB (6.4-fold at D21 posttransplantation). Inhibition of MSK1 allowed to counteract the damage to the epithelium (56% restoration for H89), and abolished the recruitment of MHCII+ (94%) and T cells (100%) at the early inflammatory phase of OB. In addition, it markedly decreased the late fibroproliferative obstruction in allografts (48%). MSK1 inhibitors decreased production of IL-6 (whose transcription is under the control of MSK1) released from human lung fibroblasts (96%). Finally, we confirmed occurrence of a 2.9-fold increased MSK1 mRNA expression in lung biopsies in patients at 6 months before CLAD diagnosis as compared to recipients with stable lung function. CONCLUSIONS These findings suggest the overall interest of the MSK1 kinase either as a marker or as a potential therapeutic target in lung dysfunction posttransplantation.
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Affiliation(s)
- Simona Nemska
- Laboratoire d'Innovation Thérapeutique UMR 7200, LabEx Medalis, CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
- Institute of Veterinary Physiology and Zurich Center for Integrative Human Physiology (ZIHP), University of Zurich, Zurich, Switzerland
| | - François Daubeuf
- Laboratoire d'Innovation Thérapeutique UMR 7200, LabEx Medalis, CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
- Plateforme de Chimie Biologie Intégrative de Strasbourg (PCBIS) UMS 3286 CNRS, Université de Strasbourg, Labex Medalis, 300 Bld Brant, Illkirch, France
| | - Adeline Obrecht
- Plateforme de Chimie Biologie Intégrative de Strasbourg (PCBIS) UMS 3286 CNRS, Université de Strasbourg, Labex Medalis, 300 Bld Brant, Illkirch, France
| | | | - Marc Stern
- Hôpital Foch, Suresnes, INRAe UMR 0892, Université de Versailles Saint-Quentin Paris-Saclay, Paris, France
| | - Romain Kessler
- Service de Pneumologie, CHU Strasbourg, Strasbourg, France
| | - Antoine Roux
- Hôpital Foch, Suresnes, INRAe UMR 0892, Université de Versailles Saint-Quentin Paris-Saclay, Paris, France
| | - Reza Tavakoli
- Institute of Veterinary Physiology and Zurich Center for Integrative Human Physiology (ZIHP), University of Zurich, Zurich, Switzerland
| | - Pascal Villa
- Plateforme de Chimie Biologie Intégrative de Strasbourg (PCBIS) UMS 3286 CNRS, Université de Strasbourg, Labex Medalis, 300 Bld Brant, Illkirch, France
| | - Adrien Tissot
- CHU Nantes, Inserm, UMR 1064, Centre de Recherche en Transplantation et Immunologie, Nantes Université, ITUN, Nantes, France
- Service de Pneumologie, L'institut du thorax, CHU Nantes, Nantes, France
| | - Richard Danger
- CHU Nantes, Inserm, UMR 1064, Centre de Recherche en Transplantation et Immunologie, Nantes Université, ITUN, Nantes, France
- Centre d'Investigation Clinique en Biothérapie, Centre de Ressources Biologiques (CRB), Labex IGO, Nantes, France
| | - Laurent Reber
- Laboratoire d'Innovation Thérapeutique UMR 7200, LabEx Medalis, CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
| | - Eugénie Durand
- CHU Nantes, Inserm, UMR 1064, Centre de Recherche en Transplantation et Immunologie, Nantes Université, ITUN, Nantes, France
| | - Aurore Foureau
- CHU Nantes, Inserm, UMR 1064, Centre de Recherche en Transplantation et Immunologie, Nantes Université, ITUN, Nantes, France
- Service de Pneumologie, L'institut du thorax, CHU Nantes, Nantes, France
| | - Sophie Brouard
- CHU Nantes, Inserm, UMR 1064, Centre de Recherche en Transplantation et Immunologie, Nantes Université, ITUN, Nantes, France
- Centre d'Investigation Clinique en Biothérapie, Centre de Ressources Biologiques (CRB), Labex IGO, Nantes, France
| | - Antoine Magnan
- Service de Pneumologie, L'institut du thorax, CHU Nantes, Nantes, France
| | - Nelly Frossard
- Laboratoire d'Innovation Thérapeutique UMR 7200, LabEx Medalis, CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
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Janciauskiene S, Royer PJ, Fuge J, Wrenger S, Chorostowska-Wynimko J, Falk C, Welte T, Reynaud-Gaubert M, Roux A, Tissot A, Magnan A. Plasma Acute Phase Proteins as Predictors of Chronic Lung Allograft Dysfunction in Lung Transplant Recipients. J Inflamm Res 2020; 13:1021-1028. [PMID: 33299339 PMCID: PMC7721309 DOI: 10.2147/jir.s272662] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 09/22/2020] [Indexed: 11/23/2022] Open
Abstract
Cumulating reports suggest that acute phase proteins (APPs) have diagnostic and prognostic value in different clinical conditions. Among others, APPs are proposed to serve as markers that help to control the outcome of transplant recipients. Here, we questioned whether plasma concentrations of APPs mirror the development of chronic lung allograft dysfunction (CLAD). We performed blinded analysis of serial plasma samples retrospectively collected from 35 lung transplanted patients, of whom 25 developed CLAD and 10 remained stable during the follow-up period of 3 to 4.5 years. Albumin (ALB), alpha1-antitrypsin (AAT), high sensitivity C-reactive protein (CRPH), antithrombin-3 (AT3), ceruloplasmin (CER), and alpha2-macroglobulin (A2MG) were measured by the nephelometric method. We found that within the first six months post-transplantation, levels of A2MG, CER and AAT were higher in stable patients relative to those who later developed CLAD. Moreover, in stable patient’s plasma CRPH levels decreased during the follow-up period whereas opposite, in those developing CLAD, the CRPH gradually increased. The ALB levels became significantly lower at the end of the follow-up period in CLAD relative to a stable group. A logistic regression model based on A2MG, CER and AT3 at cut-offs levels of ≥175.5 mg/dL, ≥37.8 mg/dL and ≥27.35 mg/dL enabled to discriminate between stable and CLAD patients with a sensitivity of 87.5%, 100% and 62.5%, and specificity of 65.9%, 72.7% and 79.5%, respectively. We identified A2MG (below 175.5 mg/dL) as an independent predictor of CLAD (hazard ratio 11.5, 95% CI (1.5–91.3), p<0.021). Our findings suggest that profiles of certain APPs may help to predict the development of lung dysfunction at the very early stages after transplantation.
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Affiliation(s)
- Sabina Janciauskiene
- Department of Pulmonary and Infectious Diseases, BREATH German Center for Lung Research (DZL) Hannover University School, Hannover, Germany.,Department of Genetics and Clinical Immunology, National Institute of Tuberculosis and Lung Diseases, Warsaw, Poland
| | - Pierre-Joseph Royer
- CHU de Nantes, Centre National De Référence Mucoviscidose Nantes-Roscoff, Nantes, France
| | - Jan Fuge
- Department of Pulmonary and Infectious Diseases, BREATH German Center for Lung Research (DZL) Hannover University School, Hannover, Germany
| | - Sabine Wrenger
- Department of Pulmonary and Infectious Diseases, BREATH German Center for Lung Research (DZL) Hannover University School, Hannover, Germany
| | - Joanna Chorostowska-Wynimko
- Department of Genetics and Clinical Immunology, National Institute of Tuberculosis and Lung Diseases, Warsaw, Poland
| | - Christine Falk
- Institute of Transplant Immunology, Hannover Medical School, Hannover, Germany.,German Center for Infection Research DZIF Hannover Braunschweig Site, TTU-IICH, Hannover, Germany
| | - Tobias Welte
- Department of Pulmonary and Infectious Diseases, BREATH German Center for Lung Research (DZL) Hannover University School, Hannover, Germany
| | - Martine Reynaud-Gaubert
- Department ofPulmonary Diseases and Lung Transplantation, CHU Nord de Marseille; IHU - Méditerranée Infection, Aix Marseille Université, Marseille, France
| | - Antoine Roux
- Hôpital Foch, Suresnes, France.,Université Versailles Saint-Quentin- en-Yvelines, Versailles, France.,l'Institut du Thorax, Université de Nantes, Nantes, France
| | - Adrien Tissot
- CHU de Nantes, Centre National De Référence Mucoviscidose Nantes-Roscoff, Nantes, France
| | - Antoine Magnan
- CHU de Nantes, Centre National De Référence Mucoviscidose Nantes-Roscoff, Nantes, France
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