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Monforte V, Sintes H, Ussetti P, Castejón R, Pérez VL, Laporta R, Sole A, Cifrián JM, Marcos PJ, Redel J, Los Arcos I, Sáez B, Alonso R, Rosado S, Escriva J, Iturbe D, Ovalle JP, Vaquero JM, Revilla E, Mendoza A, Gómez-Ollés S. Assessment of Quantiferon®-CMV and Immuknow® Assays in CMV-seropositive Lung Transplant Recipients to Stratify Risk of CMV Infection. Arch Bronconeumol 2022; 58:614-617. [PMID: 35312499 DOI: 10.1016/j.arbres.2021.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 10/08/2021] [Accepted: 10/13/2021] [Indexed: 11/02/2022]
Affiliation(s)
- Víctor Monforte
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
| | - Helena Sintes
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Piedad Ussetti
- Respiratory Department, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Raquel Castejón
- Laboratory of Internal Medicine Department, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Virginia Luz Pérez
- Respiratory Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Rosalía Laporta
- Respiratory Department, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Amparo Sole
- Lung Transplant Unit, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - José Manuel Cifrián
- Respiratory Department, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Pedro J Marcos
- Care Process Management, Respiratory Department and Thoracic Surgery, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | - Javier Redel
- Respiratory Department, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Ibai Los Arcos
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Department of Infectious Diseases, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Berta Sáez
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Rodrigo Alonso
- Respiratory Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Silvia Rosado
- Laboratory of Internal Medicine Department, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Juan Escriva
- Lung Transplant Unit, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - David Iturbe
- Respiratory Department, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Pablo Ovalle
- Care Process Management, Respiratory Department and Thoracic Surgery, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | | | - Eva Revilla
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Alberto Mendoza
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Susana Gómez-Ollés
- Respiratory Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
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Monforte V, Ussetti P, Castejón R, Sintes H, Pérez VL, Laporta R, Sole A, Cifrián JM, Marcos PJ, Redel J, Arcos IL, Berastegui C, Alonso R, Rosado S, Escriva J, Iturbe D, Ovalle JP, Vaquero JM, López-Meseguer M, Mendoza A, Gómez-Ollés S. Predictive Value of Immune Cell Functional Assay for Non-Cytomegalovirus Infection in Lung Transplant Recipients: A Multicenter Prospective Observational Study. Arch Bronconeumol 2021; 57:690-696. [PMID: 35699006 DOI: 10.1016/j.arbr.2020.12.012] [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: 10/23/2020] [Accepted: 12/14/2020] [Indexed: 06/15/2023]
Abstract
INTRODUCTION Immune cell functional assay (ImmuKnow®) is a non-invasive method that measures the state of cellular immunity in immunosuppressed patients. We studied the prognostic value of the assay for predicting non-cytomegalovirus (CMV) infections in lung transplant recipients. METHODS A multicenter prospective observational study of 92 patients followed up from 6 to 12 months after transplantation was performed. Immune cell functional assay was carried out at 6, 8, 10, and 12 months. RESULTS Twenty-three patients (25%) developed 29 non-CMV infections between 6 and 12 months post-transplant. At 6 months, the immune response was moderate (ATP 225-525ng/mL) in 14 (15.2%) patients and low (ATP<225ng/mL) in 78 (84.8%); no patients had a strong response (ATP≥525ng/mL). Only 1 of 14 (7.1%) patients with a moderate response developed non-CMV infection in the following 6 months compared with 22 of 78 (28.2%) patients with low response, indicating sensitivity of 95.7%, specificity of 18.8%, positive predictive value (PPV) of 28.2%, and negative predictive value (NPV) of 92.9% (AUC 0.64; p=0.043). Similar acute rejection rates were recorded in patients with mean ATP≥225 vs. <225ng/mL during the study period (7.1% vs. 9.1%, p=0.81). CONCLUSION Although ImmuKnow® does not seem useful to predict non-CMV infection, it could identify patients with a very low risk and help us define a target for an optimal immunosuppression.
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Affiliation(s)
- Víctor Monforte
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
| | - Piedad Ussetti
- Servicio de Neumología, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Raquel Castejón
- Laboratorio de Medicina Interna, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Helena Sintes
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Virginia Luz Pérez
- Servicio de Neumología, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Rosalía Laporta
- Servicio de Neumología, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Amparo Sole
- Unidad de Trasplante Pulmonar, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - José Manuel Cifrián
- Servicio de Neumología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Pedro J Marcos
- Dirección de Procesos Asistenciales, Servicio de Neumología y Cirugía Torácica, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | - Javier Redel
- Servicio de Neumología, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Ibai Los Arcos
- Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Servicio de Enfermedades Infecciosas, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Cristina Berastegui
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Rodrigo Alonso
- Servicio de Neumología, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Silvia Rosado
- Laboratorio de Medicina Interna, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Juan Escriva
- Unidad de Trasplante Pulmonar, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - David Iturbe
- Servicio de Neumología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Pablo Ovalle
- Dirección de Procesos Asistenciales, Servicio de Neumología y Cirugía Torácica, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | | | - Manuel López-Meseguer
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Alberto Mendoza
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Susana Gómez-Ollés
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
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Monforte V, Ussetti P, Castejón R, Sintes H, Pérez VL, Laporta R, Sole A, Cifrián JM, Marcos PJ, Redel J, Arcos IL, Berastegui C, Alonso R, Rosado S, Escriva J, Iturbe D, Ovalle JP, Vaquero JM, López-Meseguer M, Mendoza A, Gómez-Ollés S. Predictive Value of Immune Cell Functional Assay for Non-Cytomegalovirus Infection in Lung Transplant Recipients: A Multicenter Prospective Observational Study. Arch Bronconeumol 2021; 57:S0300-2896(21)00003-X. [PMID: 33551278 DOI: 10.1016/j.arbres.2020.12.024] [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: 10/23/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Immune cell functional assay (ImmuKnow®) is a non-invasive method that measures the state of cellular immunity in immunosuppressed patients. We studied the prognostic value of the assay for predicting non-cytomegalovirus (CMV) infections in lung transplant recipients. METHODS A multicenter prospective observational study of 92 patients followed up from 6 to 12 months after transplantation was performed. Immune cell functional assay was carried out at 6, 8, 10, and 12 months. RESULTS Twenty-three patients (25%) developed 29 non-CMV infections between 6 and 12 months post-transplant. At 6 months, the immune response was moderate (ATP 225-525ng/mL) in 14 (15.2%) patients and low (ATP<225ng/mL) in 78 (84.8%); no patients had a strong response (ATP≥525ng/mL). Only 1 of 14 (7.1%) patients with a moderate response developed non-CMV infection in the following 6 months compared with 22 of 78 (28.2%) patients with low response, indicating sensitivity of 95.7%, specificity of 18.8%, positive predictive value (PPV) of 28.2%, and negative predictive value (NPV) of 92.9% (AUC 0.64; p=0.043). Similar acute rejection rates were recorded in patients with mean ATP≥225 vs. <225ng/mL during the study period (7.1% vs. 9.1%, p=0.81). CONCLUSION Although ImmuKnow® does not seem useful to predict non-CMV infection, it could identify patients with a very low risk and help us define a target for an optimal immunosuppression.
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Affiliation(s)
- Víctor Monforte
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
| | - Piedad Ussetti
- Servicio de Neumología, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Raquel Castejón
- Laboratorio de Medicina Interna, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Helena Sintes
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Virginia Luz Pérez
- Servicio de Neumología, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Rosalía Laporta
- Servicio de Neumología, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Amparo Sole
- Unidad de Trasplante Pulmonar, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - José Manuel Cifrián
- Servicio de Neumología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Pedro J Marcos
- Dirección de Procesos Asistenciales, Servicio de Neumología y Cirugía Torácica, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | - Javier Redel
- Servicio de Neumología, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Ibai Los Arcos
- Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Servicio de Enfermedades Infecciosas, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Cristina Berastegui
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Rodrigo Alonso
- Servicio de Neumología, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Silvia Rosado
- Laboratorio de Medicina Interna, Instituto de Investigación Sanitaria Puerta de Hierro, Madrid, Spain
| | - Juan Escriva
- Unidad de Trasplante Pulmonar, Hospital Universitario y Politécnico la Fe, Valencia, Spain
| | - David Iturbe
- Servicio de Neumología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Pablo Ovalle
- Dirección de Procesos Asistenciales, Servicio de Neumología y Cirugía Torácica, Área Sanitaria de A Coruña y CEE, A Coruña, Spain
| | | | - Manuel López-Meseguer
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Alberto Mendoza
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Susana Gómez-Ollés
- Servicio de Neumología, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Departament de Medicina, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
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Drabe CH, Sørensen SS, Rasmussen A, Perch M, Gustafsson F, Rezahosseini O, Lundgren JD, Ostrowski SR, Nielsen SD. Immune function as predictor of infectious complications and clinical outcome in patients undergoing solid organ transplantation (the ImmuneMo:SOT study): a prospective non-interventional observational trial. BMC Infect Dis 2019; 19:573. [PMID: 31269923 PMCID: PMC6609391 DOI: 10.1186/s12879-019-4207-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 06/19/2019] [Indexed: 12/22/2022] Open
Abstract
Background Solid organ transplantation (SOT) is a well-established and life-saving treatment for patients with end-stage organ failure. Organ rejection and infections are among the main complications to SOT and largely determines the clinical outcome. The correct level of immunosuppression is of major importance to prevent these complications. However, it is a consistent observation that in recipients on the same immunosuppressive regimens the clinical outcome varies, and no reliable marker exists to monitor immune function. Methods In a prospective, observational study, we plan to enroll 630 adult patients with a planned organ transplantation at Rigshospitalet, University of Copenhagen, Denmark. Prior to and on different time points up to two years after transplantation we will perform a complete immunological profile on the recipients. This profile will consist of classical descriptive immune phenotyping (flow cytometry and circulating biomarkers) and the functional assay TruCulture®. In TruCulture® whole blood is incubated ex vivo with stimulants imitating bacterial, viral and fungal infections, where after a panel of selected cytokines is quantified. Clinical data from electronic health records will be obtained from the PERSIMUNE (Centre of Excellence for Personalized Medicine of Infections Complications in Immune Deficiency at Rigshospitalet, Copenhagen) data repository, a warehouse of data generated as part of routine care including vital signs, biochemistry, microbiology, pathology as well as medication, demographics, diagnoses, hospital contacts, surgical procedures and mortality. Discussion This will be the first large scale study to determine several aspects of immune function and perform a complete immunological profiling in SOT recipients. It is expected that knowledge generated will provide information to generate prediction models identifying patients at increased risk of infection and/or rejection. If the study is successful, we will subsequently use the generated prediction models to propose personalized immunosuppressive regimens to be tested in future randomized controlled trials. Trial registration This study has been approved by the Regional ethical committee (H-17024315), the Danish Data Protection Agency (RH-2016-47, RH-2015-04, I-Suite 03605) and the Danish National board of Health (3–3013-1060/1). The trial is retrospectively registered at clinicaltrials.gov (NCT03847285) the 20th February 2019.
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Affiliation(s)
- Camilla Heldbjerg Drabe
- Viro-immunology Research Unit, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | - Allan Rasmussen
- Department of Surgical Gastroenterology and Transplantation, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Michael Perch
- Department of Cardiology, Section for Lung Transplantation, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Finn Gustafsson
- Department of Cardiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Omid Rezahosseini
- Viro-immunology Research Unit, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jens D Lundgren
- Department of Infectious Diseases and CHIP, Centre of Excellence for Health, Immunity and Infections and PERSIMUNE, Centre of Excellence for Personalized Medicine of Infectious Complications in Immune Deficiency, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Sisse Rye Ostrowski
- Department of Clinical Immunology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Susanne Dam Nielsen
- Viro-immunology Research Unit, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
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Abstract
Immunosuppression management after lung transplantation continues to evolve, with an increasing number of agents available for use in various combinations allowing for more choice and individualization of immunosuppressive therapy. Therapeutic developments have led to improved outcomes including lower acute rejection rates and improved survival. However, a one size fits all approach for any immunosuppressive strategy may not be best suited to the individual patient and ultimately patient specific factors must be considered when designing the immunosuppressive regimen. Recipient factors including age, race, co-morbidities, immunologic risk, genetic polymorphisms, concomitant and previous pharmacotherapy, and overall immunosuppression burden should be considered. There are several significant drug-drug interactions with select immunosuppressive agents utilized in lung transplant pharmacotherapy that must be considered when choosing and devising a dosing strategy for an individual immunosuppressive agent. Herein, considerations for immunosuppression management in the individual patient will be reviewed.
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Affiliation(s)
- Jennifer K McDermott
- Richard DeVos Heart and Lung Transplant Program, Spectrum Health, Grand Rapids, Michigan.,Michigan State University College of Human Medicine, Grand Rapids, Michigan
| | - Reda E Girgis
- Michigan State University College of Human Medicine, Grand Rapids, Michigan
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Coiffard B, Pelardy M, Loundou AD, Nicolino-Brunet C, Thomas PA, Papazian L, Dignat-George F, Reynaud-Gaubert M. Effect of Immunosuppression on Target Blood Immune Cells Within 1 Year After Lung Transplantation: Influence of Age on T Lymphocytes. Ann Transplant 2018; 23:11-24. [PMID: 29302022 PMCID: PMC6248312 DOI: 10.12659/aot.906372] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Background Lymphocytes are targeted by immunosuppressive therapy in solid organ transplantation and they influence allograft outcome. Material/Methods Peripheral blood lymphocyte subsets (PBLS) determined by flow cytometry during the first year post-transplant from patients who underwent a first lung transplantation in a French University Hospital between December 2011 and July 2013 were retrospectively analyzed according to recipient characteristics and allograft outcome. Results Fifty-seven recipients were enrolled and 890 PBLS were collected. T lymphocytes and NK cells were rapidly decreased, below normal range, from the first postoperative days. B cells decreased more gradually, remaining within normal range, with the lowest level reached after day 100. In multivariate analysis, greater T lymphopenia was found in older recipients (−414 [−709 to −119] cells/μL, p=0.007). According to the outcome, multivariate analysis evidenced lower levels of lymphocytes when bacterial and viral infection occurred (−177 [−310 to −44] cells/μL, p=0.009 and (−601 [−984 to −218] cells/μL, p=0.002, respectively), higher CD8+ T lymphocytes with BOS (+324 [+94 to +553] cells/μL, p=0.006), and higher leukocytes with restrictive allograft syndrome (+3770 [+418 to +7122] cells/μL, p=0.028). Conclusions Aging is associated in our cohort with more severe T lymphopenia after induction therapy for lung transplantation. The analysis of leukocytes and PBLS is associated with specific profile according to the allograft outcome.
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Affiliation(s)
- Benjamin Coiffard
- Department of Respiratory Medicine and Lung Transplantation, Hosital Nord, Marseille, France.,URMITE CNRS IRD UMR 6236, Aix-Marseille University, Marseille, France
| | - Matthieu Pelardy
- Laboratory of Hematology and Vascular Biology, Hospital La Conception, Marseille, France
| | - Anderson D Loundou
- Department of Public Health, Aix-Marseille University, Marseille, France
| | - Corine Nicolino-Brunet
- Laboratory of Hematology and Vascular Biology, Hospital La Conception, Marseille, France
| | | | - Laurent Papazian
- URMITE CNRS IRD UMR 6236, Aix-Marseille University, Marseille, France.,Respiratory Intensive Care Unit, Hospital Nord, Marseille, France
| | - Françoise Dignat-George
- Laboratory of Hematology and Vascular Biology, Hospital La Conception, Marseille, France.,VRCM, UMR-S1076 INSERM, Aix-Marseille University, Marseille, France
| | - Martine Reynaud-Gaubert
- Department of Respiratory Medicine and Lung Transplantation, Hosital Nord, Marseille, France.,URMITE CNRS IRD UMR 6236, Aix-Marseille University, Marseille, France
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