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Calabrese DR, Ekstrand CA, Yellamilli S, Singer JP, Hays SR, Leard LE, Shah RJ, Venado A, Kolaitis NA, Perez A, Combes A, Greenland JR. Macrophage and CD8 T cell discordance are associated with acute lung allograft dysfunction progression. J Heart Lung Transplant 2024; 43:1074-1086. [PMID: 38367738 PMCID: PMC11230518 DOI: 10.1016/j.healun.2024.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/02/2024] [Accepted: 02/06/2024] [Indexed: 02/19/2024] Open
Abstract
BACKGROUND Acute lung allograft dysfunction (ALAD) is an imprecise syndrome denoting concern for the onset of chronic lung allograft dysfunction (CLAD). Mechanistic biomarkers are needed that stratify risk of ALAD progression to CLAD. We hypothesized that single cell investigation of bronchoalveolar lavage (BAL) cells at the time of ALAD would identify immune cells linked to progressive graft dysfunction. METHODS We prospectively collected BAL from consenting lung transplant recipients for single cell RNA sequencing. ALAD was defined by a ≥10% decrease in FEV1 not caused by infection or acute rejection and samples were matched to BAL from recipients with stable lung function. We examined cell compositional and transcriptional differences across control, ALAD with decline, and ALAD with recovery groups. We also assessed cell-cell communication. RESULTS BAL was assessed for 17 ALAD cases with subsequent decline (ALAD declined), 13 ALAD cases that resolved (ALAD recovered), and 15 cases with stable lung function. We observed broad differences in frequencies of the 26 unique cell populations across groups (p = 0.02). A CD8 T cell (p = 0.04) and a macrophage cluster (p = 0.01) best identified ALAD declined from the ALAD recovered and stable groups. This macrophage cluster was distinguished by an anti-inflammatory signature and the CD8 T cell cluster resembled a Tissue Resident Memory subset. Anti-inflammatory macrophages signaled to activated CD8 T cells via class I HLA, fibronectin, and galectin pathways (p < 0.05 for each). Recipients with discordance between these cells had a nearly 5-fold increased risk of severe graft dysfunction or death (HR 4.6, 95% CI 1.1-19.2, adjusted p = 0.03). We validated these key findings in 2 public lung transplant genomic datasets. CONCLUSIONS BAL anti-inflammatory macrophages may protect against CLAD by suppressing CD8 T cells. These populations merit functional and longitudinal assessment in additional cohorts.
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Affiliation(s)
- Daniel R Calabrese
- Department of Medicine, University of California, San Francisco, California; Medical Service, Veterans Affairs Health Care System, San Francisco, California.
| | | | - Shivaram Yellamilli
- Department of Pathology, University of California, San Francisco, California
| | - Jonathan P Singer
- Department of Medicine, University of California, San Francisco, California
| | - Steven R Hays
- Department of Medicine, University of California, San Francisco, California
| | - Lorriana E Leard
- Department of Medicine, University of California, San Francisco, California
| | - Rupal J Shah
- Department of Medicine, University of California, San Francisco, California
| | - Aida Venado
- Department of Medicine, University of California, San Francisco, California
| | | | - Alyssa Perez
- Department of Medicine, University of California, San Francisco, California
| | - Alexis Combes
- Department of Pathology, University of California, San Francisco, California
| | - John R Greenland
- Department of Medicine, University of California, San Francisco, California; Medical Service, Veterans Affairs Health Care System, San Francisco, California
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Biomarkers for Chronic Lung Allograft Dysfunction: Ready for Prime Time? Transplantation 2023; 107:341-350. [PMID: 35980878 PMCID: PMC9875844 DOI: 10.1097/tp.0000000000004270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Chronic lung allograft dysfunction (CLAD) remains a major hurdle impairing lung transplant outcome. Parallel to the better clinical identification and characterization of CLAD and CLAD phenotypes, there is an increasing urge to find adequate biomarkers that could assist in the earlier detection and differential diagnosis of CLAD phenotypes, as well as disease prognostication. The current status and state-of-the-art of biomarker research in CLAD will be discussed with a particular focus on radiological biomarkers or biomarkers found in peripheral tissue, bronchoalveolar lavage' and circulating blood' in which significant progress has been made over the last years. Ultimately, although a growing number of biomarkers are currently being embedded in the follow-up of lung transplant patients, it is clear that one size does not fit all. The future of biomarker research probably lies in the rigorous combination of clinical information with findings in tissue, bronchoalveolar lavage' or blood. Only by doing so, the ultimate goal of biomarker research can be achieved, which is the earlier identification of CLAD before its clinical manifestation. This is desperately needed to improve the prognosis of patients with CLAD after lung transplantation.
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3
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Zhang YH, Li ZD, Zeng T, Chen L, Huang T, Cai YD. Screening gene signatures for clinical response subtypes of lung transplantation. Mol Genet Genomics 2022; 297:1301-1313. [PMID: 35780439 DOI: 10.1007/s00438-022-01918-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 06/12/2022] [Indexed: 11/30/2022]
Abstract
Lung is the most important organ in the human respiratory system, whose normal functions are quite essential for human beings. Under certain pathological conditions, the normal lung functions could no longer be maintained in patients, and lung transplantation is generally applied to ease patients' breathing and prolong their lives. However, several risk factors exist during and after lung transplantation, including bleeding, infection, and transplant rejections. In particular, transplant rejections are difficult to predict or prevent, leading to the most dangerous complications and severe status in patients undergoing lung transplantation. Given that most common monitoring and validation methods for lung transplantation rejections may take quite a long time and have low reproducibility, new technologies and methods are required to improve the efficacy and accuracy of rejection monitoring after lung transplantation. Recently, one previous study set up the gene expression profiles of patients who underwent lung transplantation. However, it did not provide a tool to predict lung transplantation responses. Here, a further deep investigation was conducted on such profiling data. A computational framework, incorporating several machine learning algorithms, such as feature selection methods and classification algorithms, was built to establish an effective prediction model distinguishing patient into different clinical subgroups, corresponding to different rejection responses after lung transplantation. Furthermore, the framework also screened essential genes with functional enrichments and create quantitative rules for the distinction of patients with different rejection responses to lung transplantation. The outcome of this contribution could provide guidelines for clinical treatment of each rejection subtype and contribute to the revealing of complicated rejection mechanisms of lung transplantation.
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Affiliation(s)
- Yu-Hang Zhang
- School of Life Sciences, Shanghai University, Shanghai, 200444, China
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Zhan Dong Li
- College of Food Engineering, Jilin Engineering Normal University, Changchun, 130052, China
| | - Tao Zeng
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Lei Chen
- College of Information Engineering, Shanghai Maritime University, Shanghai, 201306, China
| | - Tao Huang
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China.
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
| | - Yu-Dong Cai
- School of Life Sciences, Shanghai University, Shanghai, 200444, China.
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4
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Liposomes Loaded with Everolimus and Coated with Hyaluronic Acid: A Promising Approach for Lung Fibrosis. Int J Mol Sci 2021; 22:ijms22147743. [PMID: 34299359 PMCID: PMC8303794 DOI: 10.3390/ijms22147743] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/06/2021] [Accepted: 07/14/2021] [Indexed: 12/20/2022] Open
Abstract
Chronic lung allograft dysfunction (CLAD) and interstitial lung disease associated with collagen tissue diseases (CTD-ILD) are two end-stage lung disorders in which different chronic triggers induce activation of myo-/fibroblasts (LFs). Everolimus, an mTOR inhibitor, can be adopted as a potential strategy for CLAD and CTD-ILD, however it exerts important side effects. This study aims to exploit nanomedicine to reduce everolimus side effects encapsulating it inside liposomes targeted against LFs, expressing a high rate of CD44. PEGylated liposomes were modified with high molecular weight hyaluronic acid and loaded with everolimus (PEG-LIP(ev)-HA400kDa). Liposomes were tested by in vitro experiments using LFs derived from broncholveolar lavage (BAL) of patients affected by CLAD and CTD-ILD, and on alveolar macrophages (AM) and lymphocytes isolated, respectively, from BAL and peripheral blood. PEG-LIP-HA400kDa demonstrated to be specific for LFs, but not for CD44-negative cells, and after loading everolimus, PEG-LIP(ev)-HA400kDa were able to arrest cell cycle arrest and to decrease phospho-mTOR level. PEG-LIP(ev)-HA400kDa showed anti-inflammatory effect on immune cells. This study opens the possibility to use everolimus in lung fibrotic diseases, demonstrating that our lipids-based vehicles can vehicle everolimus inside cells exerting the same drug molecular effect, not only in LFs, but also in immune cells.
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5
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Itabashi Y, Ravichandran R, Bansal S, Bharat A, Hachem R, Bremner R, Smith M, Mohanakumar T. Decline in Club Cell Secretory Proteins, Exosomes Induction and Immune Responses to Lung Self-antigens, Kα1 Tubulin and Collagen V, Leading to Chronic Rejection After Human Lung Transplantation. Transplantation 2021; 105:1337-1346. [PMID: 32890135 PMCID: PMC7917153 DOI: 10.1097/tp.0000000000003428] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Chronic lung allograft dysfunction (CLAD), is a major hurdle for long-term lung allograft survival after lung transplant and roughly 50% of lung transplant recipients (LTxRs) develop CLAD within 5 years. The mechanisms of CLAD development remain unknown. Donor-specific immune responses to HLA and lung self-antigens (SAgs) are vital to the pathogenesis of CLAD. Reduction in Club cell secretory protein (CCSP) has been reported in bronchoalveolar lavage (BAL) fluid samples from LTxRs with bronchiolitis obliterans syndrome (BOS). CCSP levels in BAL fluid and development of antibodies to lung SAgs in plasma were determined by ELISA. Cytokines in BAL fluid were analyzed by 30-plex Luminex panel. Exosomes from BAL fluid or plasma were analyzed for SAgs, natural killer (NK) cells markers, and cytotoxic molecules. RESULTS We demonstrate that LTxRs with BOS have lower CCSP levels up to 9 months before BOS diagnosis. LTxRs with antibodies to SAgs 1-year posttransplant also developed DSA (43%) and had lower CCSP. BOS with lower CCSP also induced Interleukin-8 and reduced vascular endothelial growth factor. Exosomes from BOS contained increased SAgs, NK cells markers, and cytotoxic molecules. CONCLUSIONS We conclude lower CCSP leads to inflammation, pro-inflammatory cytokine production, immune responses to HLA and SAgs, and induction of exosomes. For the first time, we demonstrate that CCSP loss results in exosome release from NK cells capable of stimulating innate and adaptive immunity posttransplant. This increases the risk of BOS, suggesting a role of NK cell exosomes in CLAD development.
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Affiliation(s)
- Yoshihiro Itabashi
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ
| | | | - Sandhya Bansal
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ
| | - Ankit Bharat
- Department of Surgery, University of Chicago, Chicago, IL, United States
| | - Ramsey Hachem
- Division of Pulmonary and Critical Care Medicine, Washington University School of Medicine, St. Louis, MO
| | - Ross Bremner
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ
| | - Michael Smith
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ
| | - T. Mohanakumar
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ
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6
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Vanstapel A, Goldschmeding R, Broekhuizen R, Nguyen T, Sacreas A, Kaes J, Heigl T, Verleden SE, De Zutter A, Verleden G, Weynand B, Verbeken E, Ceulemans LJ, Van Raemdonck DE, Neyrinck AP, Schoemans HM, Vanaudenaerde BM, Vos R. Connective Tissue Growth Factor Is Overexpressed in Explant Lung Tissue and Broncho-Alveolar Lavage in Transplant-Related Pulmonary Fibrosis. Front Immunol 2021; 12:661761. [PMID: 34122421 PMCID: PMC8187127 DOI: 10.3389/fimmu.2021.661761] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 05/07/2021] [Indexed: 11/25/2022] Open
Abstract
Background Connective tissue growth factor (CTGF) is an important mediator in several fibrotic diseases, including lung fibrosis. We investigated CTGF-expression in chronic lung allograft dysfunction (CLAD) and pulmonary graft-versus-host disease (GVHD). Materials and Methods CTGF expression was assessed by quantitative real-time polymerase chain reaction (qPCR) and immunohistochemistry in end-stage CLAD explant lung tissue (bronchiolitis obliterans syndrome (BOS), n=20; restrictive allograft syndrome (RAS), n=20), pulmonary GHVD (n=9). Unused donor lungs served as control group (n=20). Next, 60 matched lung transplant recipients (BOS, n=20; RAS, n=20; stable lung transplant recipients, n=20) were included for analysis of CTGF protein levels in plasma and broncho-alveolar lavage (BAL) fluid at 3 months post-transplant, 1 year post-transplant, at CLAD diagnosis or 2 years post-transplant in stable patients. Results qPCR revealed an overall significant difference in the relative content of CTGF mRNA in BOS, RAS and pulmonary GVHD vs. controls (p=0.014). Immunohistochemistry showed a significant higher percentage and intensity of CTGF-positive respiratory epithelial cells in BOS, RAS and pulmonary GVHD patients vs. controls (p<0.0001). BAL CTGF protein levels were significantly higher at 3 months post-transplant in future RAS vs. stable or BOS (p=0.028). At CLAD diagnosis, BAL protein content was significantly increased in RAS patients vs. stable (p=0.0007) and BOS patients (p=0.042). CTGF plasma values were similar in BOS, RAS, and stable patients (p=0.74). Conclusions Lung CTGF-expression is increased in end-stage CLAD and pulmonary GVHD; and higher CTGF-levels are present in BAL of RAS patients at CLAD diagnosis. Our results suggest a potential role for CTGF in CLAD, especially RAS, and pulmonary GVHD.
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Affiliation(s)
- Arno Vanstapel
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Pathology, University Hospital Leuven, Leuven, Belgium
| | - Roel Goldschmeding
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Roel Broekhuizen
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Tri Nguyen
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Annelore Sacreas
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium
| | - Janne Kaes
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium
| | - Tobias Heigl
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium
| | - Stijn E Verleden
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium
| | - Alexandra De Zutter
- Department of Microbiology, Immunology and Transplantation, Katholieke Universiteit, Leuven, Belgium
| | - Geert Verleden
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Respiratory Diseases, Lung Transplant Unit, University Hospital Leuven, Leuven, Belgium
| | - Birgit Weynand
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Pathology, University Hospital Leuven, Leuven, Belgium
| | - Erik Verbeken
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Pathology, University Hospital Leuven, Leuven, Belgium
| | - Laurens J Ceulemans
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Thoracic Surgery University Hospital Leuven, Leuven, Belgium
| | - Dirk E Van Raemdonck
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Thoracic Surgery University Hospital Leuven, Leuven, Belgium
| | - Arne P Neyrinck
- Department of Cardiovascular Sciences, Katholieke Universiteit, Leuven, Belgium.,Department of Anesthesiology, University Hospital Leuven, Leuven, Belgium
| | | | - Bart M Vanaudenaerde
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium
| | - Robin Vos
- Department of Chronic Diseases and Metabolism, Katholieke Universiteit, Leuven, Belgium.,Department of Respiratory Diseases, Lung Transplant Unit, University Hospital Leuven, Leuven, Belgium
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7
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Halverson LP, Hachem RR. Antibody-Mediated Rejection and Lung Transplantation. Semin Respir Crit Care Med 2021; 42:428-435. [PMID: 34030204 DOI: 10.1055/s-0041-1728796] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Antibody-mediated rejection (AMR) is now a widely recognized form of lung allograft rejection, with mounting evidence for AMR as an important risk factor for the development of chronic lung allograft dysfunction and markedly decreased long-term survival. Despite the recent development of the consensus diagnostic criteria, it remains a challenging diagnosis of exclusion. Furthermore, even after diagnosis, treatment directed at pulmonary AMR has been nearly exclusively derived from practices with other solid-organ transplants and other areas of medicine, such that there is a significant lack of data regarding the efficacy for these in pulmonary AMR. Lastly, outcomes after AMR remain quite poor despite aggressive treatment. In this review, we revisit the history of AMR in lung transplantation, describe our current understanding of its pathophysiology, discuss the use and limitations of the consensus diagnostic criteria, review current treatment strategies, and summarize long-term outcomes. We conclude with a synopsis of our most pressing gaps in knowledge, introduce recommendations for future directions, and highlight promising areas of active research.
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Affiliation(s)
- Laura P Halverson
- Division of Pulmonary and Critical Care, Washington University School of Medicine, Saint Louis, Missouri
| | - Ramsey R Hachem
- Division of Pulmonary and Critical Care, Washington University School of Medicine, Saint Louis, Missouri
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8
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Amubieya O, Ramsey A, DerHovanessian A, Fishbein GA, Lynch JP, Belperio JA, Weigt SS. Chronic Lung Allograft Dysfunction: Evolving Concepts and Therapies. Semin Respir Crit Care Med 2021; 42:392-410. [PMID: 34030202 DOI: 10.1055/s-0041-1729175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The primary factor that limits long-term survival after lung transplantation is chronic lung allograft dysfunction (CLAD). CLAD also impairs quality of life and increases the costs of medical care. Our understanding of CLAD continues to evolve. Consensus definitions of CLAD and the major CLAD phenotypes were recently updated and clarified, but it remains to be seen whether the current definitions will lead to advances in management or impact care. Understanding the potential differences in pathogenesis for each CLAD phenotype may lead to novel therapeutic strategies, including precision medicine. Recognition of CLAD risk factors may lead to earlier interventions to mitigate risk, or to avoid risk factors all together, to prevent the development of CLAD. Unfortunately, currently available therapies for CLAD are usually not effective. However, novel therapeutics aimed at both prevention and treatment are currently under investigation. We provide an overview of the updates to CLAD-related terminology, clinical phenotypes and their diagnosis, natural history, pathogenesis, and potential strategies to treat and prevent CLAD.
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Affiliation(s)
- Olawale Amubieya
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Allison Ramsey
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Ariss DerHovanessian
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Gregory A Fishbein
- Department of Pathology, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Joseph P Lynch
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - John A Belperio
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - S Samuel Weigt
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology, Department of Internal Medicine, The David Geffen School of Medicine at UCLA, Los Angeles, California
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9
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Expansions of adaptive-like NK cells with a tissue-resident phenotype in human lung and blood. Proc Natl Acad Sci U S A 2021; 118:2016580118. [PMID: 33836578 PMCID: PMC7980282 DOI: 10.1073/pnas.2016580118] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Respiratory diseases are leading causes of death worldwide. However, the local immune cell composition in the human lung and individual outliers within the population still remain largely undescribed. We here identify adaptive-like NK cell expansions with tissue-resident traits in lung and blood in approximately 20% of individuals. This particular NK cell subset, which differed from adaptive-like CD16+ blood NK cells, was hyperresponsive to target cell stimulation. Individuals with such in vivo-primed, expanded NK cells will likely experience a different course of acute lung disease such as viral infections. Furthermore, we believe that target cell-hyperresponsive tissue-resident NK cells represent a future tool in the treatment of lung cancer. Human adaptive-like “memory” CD56dimCD16+ natural killer (NK) cells in peripheral blood from cytomegalovirus-seropositive individuals have been extensively investigated in recent years and are currently explored as a treatment strategy for hematological cancers. However, treatment of solid tumors remains limited due to insufficient NK cell tumor infiltration, and it is unknown whether large expansions of adaptive-like NK cells that are equipped for tissue residency and tumor homing exist in peripheral tissues. Here, we show that human lung and blood contains adaptive-like CD56brightCD16− NK cells with hallmarks of tissue residency, including expression of CD49a. Expansions of adaptive-like lung tissue-resident NK (trNK) cells were found to be present independently of adaptive-like CD56dimCD16+ NK cells and to be hyperresponsive toward target cells. Together, our data demonstrate that phenotypically, functionally, and developmentally distinct subsets of adaptive-like NK cells exist in human lung and blood. Given their tissue-related character and hyperresponsiveness, human lung adaptive-like trNK cells might represent a suitable alternative for therapies targeting solid tumors.
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10
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Cao Y, Qiu Y, Tu G, Yang C. Single-cell RNA Sequencing in Immunology. Curr Genomics 2020; 21:564-575. [PMID: 33414678 PMCID: PMC7770633 DOI: 10.2174/1389202921999201020203249] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 10/01/2020] [Accepted: 10/01/2020] [Indexed: 02/07/2023] Open
Abstract
The complex immune system is involved in multiple pathological processes. Single-cell RNA sequencing (scRNA-seq) is able to analyze complex cell mixtures correct to a single cell and single molecule, thus is qualified to analyze immune reactions in several diseases. In recent years, scRNA-seq has been applied in many researching fields and has presented many innovative results. In this review, we intend to provide an overview of single-cell RNA sequencing applications in immunology and a prospect of future directions.
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Affiliation(s)
| | | | - Guowei Tu
- Address correspondence to these authors at the Department of Urology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; Tel: +86-21-64041990; E-mails: ; and Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China; Tel: +86-21-64041990;, E-mail:
| | - Cheng Yang
- Address correspondence to these authors at the Department of Urology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; Tel: +86-21-64041990; E-mails: ; and Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China; Tel: +86-21-64041990;, E-mail:
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11
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Abstract
Lung transplantation improves survival and quality of life in patients with advanced pulmonary disease. Over the past several decades, the volume of lung transplants has grown substantially, with increasing transplantation of older and acutely ill individuals facilitated by improved utilization and preservation of available donor organs. Other advances include improvements in the diagnosis and mechanistic understanding of frequent post-transplant complications, such as primary graft dysfunction, acute rejection, and chronic lung allograft dysfunction (CLAD). CLAD occurs as a result of the host immune response to the allograft and is the principal factor limiting long-term survival after lung transplantation. Two distinct clinical phenotypes of CLAD have emerged, bronchiolitis obliterans syndrome and restrictive allograft syndrome, and this distinction has enabled further understanding of underlying immune mechanisms. Building on these advances, ongoing studies are exploring novel approaches to diagnose, prevent, and treat CLAD. Such studies are necessary to improve long-term outcomes for lung transplant recipients.
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Affiliation(s)
- Aparna C Swaminathan
- Department of Medicine, Duke University Medical Center, Durham, North Carolina 27710, USA; , , .,Duke Clinical Research Institute, Durham, North Carolina 27710, USA
| | - Jamie L Todd
- Department of Medicine, Duke University Medical Center, Durham, North Carolina 27710, USA; , , .,Duke Clinical Research Institute, Durham, North Carolina 27710, USA
| | - Scott M Palmer
- Department of Medicine, Duke University Medical Center, Durham, North Carolina 27710, USA; , , .,Duke Clinical Research Institute, Durham, North Carolina 27710, USA
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12
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Sharma M, Gunasekaran M, Ravichandran R, Fisher CE, Limaye AP, Hu C, McDyer J, Kaza V, Bharat A, Tokman S, Omar A, Arjuna A, Walia R, Bremner RM, Smith MA, Hachem RR, Mohanakumar T. Circulating exosomes with lung self-antigens as a biomarker for chronic lung allograft dysfunction: A retrospective analysis. J Heart Lung Transplant 2020; 39:1210-1219. [PMID: 32713614 DOI: 10.1016/j.healun.2020.07.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 06/18/2020] [Accepted: 07/01/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Exosomes isolated from plasma of lung transplant recipients (LTxRs) with bronchiolitis obliterans syndrome (BOS) contain human leukocyte antigens and lung self-antigens (SAgs), K-alpha 1 tubulin (Kα1T) and collagen type V (Col-V). The aim was to determine the use of circulating exosomes with lung SAgs as a biomarker for BOS. METHODS Circulating exosomes were isolated retrospectively from plasma from LTxRs at diagnosis of BOS and at 6 and 12 months before the diagnosis (n = 41) and from stable time-matched controls (n = 30) at 2 transplant centers by ultracentrifugation. Exosomes were validated using Nanosight, and lung SAgs (Kα1T and Col-V) were detected by immunoblot and semiquantitated using ImageJ software. RESULTS Circulating exosomes from BOS and stable LTxRs demonstrated 61- to 181-nm vesicles with markers Alix and CD9. Exosomes from LTxRs with BOS (n = 21) showed increased levels of lung SAgs compared with stable (n = 10). A validation study using 2 separate cohorts of LTxRs with BOS and stable time-matched controls from 2 centers also demonstrated significantly increased lung SAgs-containing exosomes at 6 and 12 months before BOS. CONCLUSIONS Circulating exosomes isolated from LTxRs with BOS demonstrated increased levels of lung SAgs (Kα1T and Col-V) 12 months before the diagnosis (100% specificity and 90% sensitivity), indicating that circulating exosomes with lung SAgs can be used as a non-invasive biomarker for identifying LTxRs at risk for BOS.
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Affiliation(s)
- Monal Sharma
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | | | | | - Cynthia E Fisher
- Deparment of Medicine, University of Washington, Seattle, Washington
| | - Ajit P Limaye
- Deparment of Medicine, University of Washington, Seattle, Washington
| | - Chengcheng Hu
- Department of Epidemiology and Biostatistics, University of Arizona, Phoenix, Arizona
| | - John McDyer
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Vaidehi Kaza
- Internal Medicine-Pulmonary Disease, University of Texas Southwestern, Dallas, Texas
| | - Ankit Bharat
- Department of Surgery-Thoracic, Northwestern University, Chicago, Illinois
| | - Sofya Tokman
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Ashraf Omar
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Ashwini Arjuna
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Rajat Walia
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Ross M Bremner
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Michael A Smith
- Norton Thoracic Institute, St Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Ramsey R Hachem
- Department of Internal Medicine, Washington University Medical School, St Louis, Missouri
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13
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Combs MP, Xia M, Wheeler DS, Belloli EA, Walker NM, Braeuer RR, Lyu DM, Murray S, Lama VN. Fibroproliferation in chronic lung allograft dysfunction: Association of mesenchymal cells in bronchoalveolar lavage with phenotypes and survival. J Heart Lung Transplant 2020; 39:815-823. [PMID: 32360292 DOI: 10.1016/j.healun.2020.04.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 04/06/2020] [Accepted: 04/13/2020] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Chronic lung allograft dysfunction (CLAD), the primary cause of poor outcome after lung transplantation, arises from fibrotic remodeling of the allograft and presents as diverse clinical phenotypes with variable courses. Here, we investigate whether bronchoalveolar lavage (BAL) mesenchymal cell activity at CLAD onset can inform regarding disease phenotype, progression, and survival. METHODS Mesenchymal cell colony-forming units (CFUs) were measured in BAL obtained at CLAD onset (n = 77) and CLAD-free time post-transplant matched controls (n = 77). CFU counts were compared using Wilcoxon's rank-sum test. Cox proportional hazards and restricted means models were utilized to investigate post-CLAD survival. RESULTS Higher mesenchymal CFU counts were noted in BAL at the time of CLAD onset than in CLAD-free controls. Patients with restrictive allograft syndrome had higher BAL mesenchymal CFU count at CLAD onset than patients with bronchiolitis obliterans syndrome (p = 0.011). Patients with high mesenchymal CFU counts (≥10) at CLAD onset had worse outcomes than those with low (<10) CFU counts, with shorter average survival (2.64 years vs 4.25 years; p = 0.027) and shorter progression-free survival, defined as time to developing either CLAD Stage 3 or death (0.97 years vs 2.70 years; p < 0.001). High CFU count remained predictive of decreased overall survival and progression-free survival after accounting for the CLAD phenotype and other clinical factors in multivariable analysis. CONCLUSIONS Fulminant fibroproliferation with higher mesenchymal CFU counts in BAL is noted in restrictive allograft syndrome and is independently associated with poor survival after CLAD onset.
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Affiliation(s)
- Michael P Combs
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Meng Xia
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - David S Wheeler
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Elizabeth A Belloli
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Natalie M Walker
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Russell R Braeuer
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Dennis M Lyu
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - Susan Murray
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Vibha N Lama
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan.
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14
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Abstract
Introduction: Lung transplantation remains an important treatment for patients with end stage lung disease. Chronic lung allograft dysfunction (CLAD) remains the greatest limiting factor for long term survival. As the diagnosis of CLAD is based on pulmonary function tests, significant lung injury is required before a diagnosis is feasible, likely when irreversible damage has already occurred. Therefore, research is ongoing for early CLAD recognition, with biomarkers making up a substantial amount of this research.Areas covered: The purpose of this review is to describe available biomarkers, focusing on those which aid in predicting CLAD and distinguishing between different CLAD phenotypes. We describe biomarkers presenting in bronchial alveolar lavage (BAL) as well as circulating in peripheral blood, both of which offer an appealing alternative to lung biopsy.Expert opinion: Development of CLAD involves complex, multiple immune and nonimmune mechanisms. Therefore, evaluation of potential CLAD biomarkers serves a dual purpose: clinically, the goal remains early detection and identification of patients at increased risk. Simultaneously, biomarkers offer insight into the different mechanisms involved in the pathophysiology of CLAD, leading to the development of possible interventions. The ultimate goal is the development of both preventive and early intervention strategies for CLAD to improve the overall survival of our lung transplant recipients.
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Affiliation(s)
- Osnat Shtraichman
- Division of Pulmonary, Allergy & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.,Pulmonary institute, Rabin Medical Center, Petach Tikva, Israel; Sackler School of Medicine, Tel Aviv, Israel
| | - Joshua M Diamond
- Division of Pulmonary, Allergy & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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15
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Bery AI, Hachem RR. Antibody-mediated rejection after lung transplantation. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:411. [PMID: 32355855 PMCID: PMC7186640 DOI: 10.21037/atm.2019.11.86] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Antibody-mediated rejection (AMR) has been identified as a significant form of acute allograft dysfunction in lung transplantation. The development of consensus diagnostic criteria has created a uniform definition of AMR; however, significant limitations of these criteria have been identified. Treatment modalities for AMR have been adapted from other areas of medicine and data on the effectiveness of these therapies in AMR are limited. AMR is often refractory to these therapies, and graft failure and death are common. AMR is associated with increased rates of chronic lung allograft dysfunction (CLAD) and poor long-term survival. In this review, we discuss the history of AMR and describe known mechanisms, application of the consensus diagnostic criteria, data for current treatment strategies, and long-term outcomes. In addition, we highlight current gaps in knowledge, ongoing research, and future directions to address these gaps. Promising diagnostic techniques are actively being investigated that may allow for early detection and treatment of AMR. We conclude that further investigation is required to identify and define chronic and subclinical AMR, and head-to-head comparisons of currently used treatment protocols are necessary to identify an optimal treatment approach. Gaps in knowledge regarding the epidemiology, mechanisms, diagnosis, and treatment of AMR continue to exist and future research should focus on these aspects.
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Affiliation(s)
- Amit I Bery
- Division of Pulmonary & Critical Care, Washington University School of Medicine, Saint Louis, MO, USA
| | - Ramsey R Hachem
- Division of Pulmonary & Critical Care, Washington University School of Medicine, Saint Louis, MO, USA
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16
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Chu SG, Poli De Frias S, Raby BA, Rosas IO. An RNA-seq primer for pulmonologists. Eur Respir J 2020; 55:13993003.01625-2018. [PMID: 31601712 DOI: 10.1183/13993003.01625-2018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 09/16/2019] [Indexed: 12/23/2022]
Affiliation(s)
- Sarah G Chu
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sergio Poli De Frias
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Benjamin A Raby
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Division of Pulmonary and Respiratory Diseases, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ivan O Rosas
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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17
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Unique transcriptional and protein-expression signature in human lung tissue-resident NK cells. Nat Commun 2019; 10:3841. [PMID: 31451696 PMCID: PMC6710242 DOI: 10.1038/s41467-019-11632-9] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 07/23/2019] [Indexed: 12/14/2022] Open
Abstract
Human lung tissue-resident NK cells (trNK cells) are likely to play an important role in host responses towards viral infections, inflammatory conditions and cancer. However, detailed insights into these cells are still largely lacking. Here we show, using RNA sequencing and flow cytometry-based analyses, that subsets of human lung CD69+CD16− NK cells display hallmarks of tissue-residency, including high expression of CD49a, CD103, and ZNF683, and reduced expression of SELL, S1PR5, and KLF2/3. CD49a+CD16− NK cells are functionally competent, and produce IFN-γ, TNF, MIP-1β, and GM-CSF. After stimulation with IL-15, they upregulate perforin, granzyme B, and Ki67 to a similar degree as CD49a−CD16− NK cells. Comparing datasets from trNK cells in human lung and bone marrow with tissue-resident memory CD8+ T cells identifies core genes co-regulated either by tissue-residency, cell-type or location. Together, our data indicate that human lung trNK cells have distinct features, likely regulating their function in barrier immunity. Detailed characterizations of human lung tissue-resident natural killer (trNK) cells, which potentially regulate local immune responses, is still lacking. Here the authors show that lung CD69+ CD16– NK cells express tissue-residency markers, produce effector cytokines, and are distinct, feature-wise, from lung CD8+ memory T cells or trNK in other tissues.
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18
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Tissot A, Danger R, Claustre J, Magnan A, Brouard S. Early Identification of Chronic Lung Allograft Dysfunction: The Need of Biomarkers. Front Immunol 2019; 10:1681. [PMID: 31379869 PMCID: PMC6650588 DOI: 10.3389/fimmu.2019.01681] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 07/04/2019] [Indexed: 01/12/2023] Open
Abstract
A growing number of patients with end-stage lung disease have benefited from lung transplantation (LT). Improvements in organ procurement, surgical techniques and intensive care management have greatly increased short-term graft survival. However, long-term outcomes remain limited, mainly due to the onset of chronic lung allograft dysfunction (CLAD), whose diagnosis is based on permanent loss of lung function after the development of irreversible lung lesions. CLAD is associated with high mortality and morbidity, and its exact physiopathology is still only partially understood. Many researchers and clinicians have searched for CLAD biomarkers to improve diagnosis, to refine the phenotypes associated with differential prognosis and to identify early biological processes that lead to CLAD to enable an early intervention that could modify the inevitable degradation of respiratory function. Donor-specific antibodies are currently the only biomarkers used in routine clinical practice, and their significance for accurately predicting CLAD is still debated. We describe here significant studies that have highlighted potential candidates for reliable and non-invasive biomarkers of CLAD in the fields of imaging and functional monitoring, humoral immunity, cell-mediated immunity, allograft injury, airway remodeling and gene expression. Such biomarkers would improve CLAD prediction and allow differential LT management regarding CLAD risk.
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Affiliation(s)
- Adrien Tissot
- Centre de Recherche en Transplantation et Immunologie (CRTI), INSERM, Université de Nantes, Nantes, France.,Service de Pneumologie, Institut du Thorax, CHU Nantes, Nantes, France
| | - Richard Danger
- Centre de Recherche en Transplantation et Immunologie (CRTI), INSERM, Université de Nantes, Nantes, France.,Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Johanna Claustre
- Centre de Recherche en Transplantation et Immunologie (CRTI), INSERM, Université de Nantes, Nantes, France.,Service Hospitalo-Universitaire de Pneumologie - Physiologie, CHU Grenoble Alpes, Grenoble, France
| | - Antoine Magnan
- Centre de Recherche en Transplantation et Immunologie (CRTI), INSERM, Université de Nantes, Nantes, France.,Service de Pneumologie, Institut du Thorax, CHU Nantes, Nantes, France.,Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France.,UMR S 1087 CNRS UMR 6291, Institut du Thorax, CHU Nantes, Université de Nantes, Nantes, France
| | - Sophie Brouard
- Centre de Recherche en Transplantation et Immunologie (CRTI), INSERM, Université de Nantes, Nantes, France.,Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
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19
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Palchevskiy V, Xue YY, Kern R, Weigt SS, Gregson AL, Song SX, Fishbein MC, Hogaboam CM, Sayah DM, Lynch JP, Keane MP, Brooks DG, Belperio JA. CCR4 expression on host T cells is a driver for alloreactive responses and lung rejection. JCI Insight 2019; 5:121782. [PMID: 31085832 PMCID: PMC6629140 DOI: 10.1172/jci.insight.121782] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 05/08/2019] [Indexed: 12/16/2022] Open
Abstract
Despite current immunosuppressive strategies, long-term lung transplant outcomes remain poor due to rapid allogenic responses. Using a stringent mouse model of allo-airway transplantation, we identify the CCR4-ligand axis as a central node driving secondary lymphoid tissue homing and activation of the allogeneic T cells that prevent long-term allograft survival. CCR4 deficiency on transplant recipient T cells diminishes allograft injury and when combined with CTLA4-Ig leads to an unprecedented long-term lung allograft accommodation. Thus, we identify CCR4-ligand interactions as a central mechanism driving allogeneic transplant rejection and suggest it as a potential target to enhance long-term lung transplant survival.
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Affiliation(s)
- Vyacheslav Palchevskiy
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Ying Ying Xue
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Rita Kern
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Stephen S. Weigt
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Aric L. Gregson
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Sophie X. Song
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Michael C. Fishbein
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Cory M. Hogaboam
- Pulmonary & Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - David M. Sayah
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Joseph P. Lynch
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Michael P. Keane
- University College Dublin School of Medicine, Respiratory Medicine, St Vincent’s University Hospital, Dublin, Ireland
| | - David G. Brooks
- Princess Margaret Cancer Center, University Health Network and Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - John A. Belperio
- Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
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20
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Weigt SS, Wang X, Palchevskiy V, Li X, Patel N, Ross DJ, Reynolds J, Shah PD, Danziger-Isakov LA, Sweet SC, Singer LG, Budev M, Palmer S, Belperio JA. Usefulness of gene expression profiling of bronchoalveolar lavage cells in acute lung allograft rejection. J Heart Lung Transplant 2019; 38:845-855. [PMID: 31122726 PMCID: PMC6663624 DOI: 10.1016/j.healun.2019.05.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 04/26/2019] [Accepted: 05/01/2019] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Chronic lung allograft dysfunction (CLAD) is the main limitation to long-term survival after lung transplantation. Because effective therapies are lacking, early identification and mitigation of risk factors is a pragmatic approach to improve outcomes. Acute cellular rejection (ACR) is the most pervasive risk factor for CLAD, but diagnosis requires transbronchial biopsy, which carries risks. We hypothesized that gene expression in the bronchoalveolar lavage (BAL) cell pellet (CP) could replace biopsy and inform on mechanisms of CLAD. METHODS We performed RNA sequencing on BAL CPs from 219 lung transplant recipients with A-grade ACR (n = 61), lymphocytic bronchiolitis (n = 58), infection (n = 41), or no rejection/infection (n = 59). Differential gene expression was based on absolute fold difference >2.0 and Benjamini-adjusted p-value ≤0.05. We used the Database for Annotation, Visualization and Integrated Discovery Bioinformatics Resource for pathway analyses. For classifier modeling, samples were randomly split into training (n = 154) and testing sets (n = 65). A logistic regression model using recursive feature elimination and 5-fold cross-validation was trained to optimize area under the curve (AUC). RESULTS Differential gene expression identified 72 genes. Enriched pathways included T-cell receptor signaling, natural killer cell–mediated cytotoxicity, and cytokine–cytokine receptor interaction. A 4-gene model (AUC = 0.72) and classification threshold defined in the training set exhibited fair performance in the testing set; accuracy was 76%, specificity 82%, and sensitivity 60%. In addition, classification as ACR was associated with worse CLAD-free survival (hazard ratio = 2.42; 95% confidence interval = 1.29–4.53). CONCLUSIONS BAL CP gene expression during ACR is enriched for immune response pathways and shows promise as a diagnostic tool for ACR, especially ACR that is a precursor of CLAD.
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Affiliation(s)
- S Samuel Weigt
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
| | - Xiaoyan Wang
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Vyacheslav Palchevskiy
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Xinmin Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Naman Patel
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - David J Ross
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - John Reynolds
- Department of Medicine and Duke Clinical Research Institute Duke University, Durham, North Carolina, USA
| | - Pali D Shah
- Johns Hopkins Medicine, Baltimore, Maryland, USA
| | | | | | - Lianne G Singer
- University Health Network, University of Toronto, Toronto, Ontario, Canada
| | | | - Scott Palmer
- Department of Medicine and Duke Clinical Research Institute Duke University, Durham, North Carolina, USA
| | - John A Belperio
- Departments of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
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21
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Precision medicine: integration of genetics and functional genomics in prediction of bronchiolitis obliterans after lung transplantation. Curr Opin Pulm Med 2019; 25:308-316. [PMID: 30883449 DOI: 10.1097/mcp.0000000000000579] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Lung transplantation (LTx) can be a life saving treatment in end-stage pulmonary diseases, but survival after transplantation is still limited. Posttransplant development of chronic lung allograft dysfunction with bronchiolits obliterans syndrome (BOS) as the major subphenotype, is the main cause of morbidity and mortality. Early identification of high-risk patients for BOS is a large unmet clinical need. In this review, we discuss gene polymorphisms and gene expression related to the development of BOS. RECENT FINDINGS Candidate gene studies showed that donor and recipient gene polymorphisms affect transplant outcome and BOS-free survival after LTx. Both selective and nonselective gene expression studies revealed differentially expressed fibrosis and apoptosis-related genes in BOS compared with non-BOS patients. Significantly, recent microarray expression analysis of blood and broncho-alveolar lavage suggest a role for B-cell and T-cell responses prior to the development of BOS. Furthermore, 6 months prior to the development of BOS differentially expressed genes were identified in peripheral blood cells. SUMMARY Genetic polymorphisms and gene expression changes are associated with the development of BOS. Future genome wide studies are needed to identify easily accessible biomarkers for prediction of BOS toward precision medicine.
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22
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A novel mechanism for immune regulation after human lung transplantation. J Thorac Cardiovasc Surg 2019; 157:2096-2106. [PMID: 31288367 PMCID: PMC6625531 DOI: 10.1016/j.jtcvs.2018.12.105] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 11/13/2018] [Accepted: 12/02/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Lung transplantation is therapeutic for end-stage lung disease, but survival is limited due to bronchiolitis obliterans syndrome and restrictive chronic lung allograft dysfunction. We sought a common denominator in lung transplant recipients, analyzing risk factors that trigger immune responses that lead to bronchiolitis obliterans syndrome. METHODS We collected blood from patients who underwent lung transplant at our institution. Exosomes were isolated from the sera of recipients with risk factors for chronic rejection and from stable recipients. Exosomes were analyzed with western blot, using antibodies to lung self-antigens K alpha 1 tubulin and collagen-V, costimulatory molecules (costimulatory molecule 80, costimulatory molecule 86), transcription factors (nuclear factor kappa-light-chain-enhancer of activated B cells, hypoxia-inducible factor 1α, Class II Major Histocompatibility Complex Transactivator), and 20S proteasome. RESULTS Of the 90 patients included, we identified 5 with grade 3 primary graft dysfunction, 5 without, 15 with respiratory viral infection, 10 with acute rejection, 10 with donor-specific antibodies (DSA), 5 without DSA, and 10 who were stable for exosome isolation. Recipients with grade 3 primary graft dysfunction, respiratory viral infection, acute rejection, and DSA had exosomes containing self-antigens; exosomes from stable recipients did not. Exosomes from recipients with grade 3 primary graft dysfunction, acute rejection, and DSA also demonstrated costimulatory molecule 80, costimulatory molecule 86, major histocompatibility complex class II, transcription factor, and 20S proteasome. CONCLUSIONS Transplanted lungs with grade 3 primary graft dysfunction, symptomatic respiratory viral infection, acute rejection, and immune responses induce exosomes that contain self-antigens, costimulatory molecules, major histocompatibility complex class II, transcription factors, and 20S proteasome. Release of circulating exosomes post-transplant from the aforementioned stress-inducing insults augment immunity and may play an important role in the pathogenesis of bronchiolitis obliterans syndrome.
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23
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Weigt SS, Wang X, Palchevskiy V, Patel N, Derhovanessian A, Shino MY, Sayah DM, Lynch JP, Saggar R, Ross DJ, Kubak BM, Ardehali A, Palmer S, Husain S, Belperio JA. Gene Expression Profiling of Bronchoalveolar Lavage Cells During Aspergillus Colonization of the Lung Allograft. Transplantation 2019; 102:986-993. [PMID: 29256975 DOI: 10.1097/tp.0000000000002058] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Aspergillus colonization after lung transplant is associated with an increased risk of chronic lung allograft dysfunction (CLAD). We hypothesized that gene expression during Aspergillus colonization could provide clues to CLAD pathogenesis. METHODS We examined transcriptional profiles in 3- or 6-month surveillance bronchoalveolar lavage fluid cell pellets from recipients with Aspergillus fumigatus colonization (n = 12) and without colonization (n = 10). Among the Aspergillus colonized, we also explored profiles in those who developed CLAD (n = 6) or remained CLAD-free (n = 6). Transcription profiles were assayed with the HG-U133 Plus 2.0 microarray (Affymetrix). Differential gene expression was based on an absolute fold difference of 2.0 or greater and unadjusted P value less than 0.05. We used NIH Database for Annotation, Visualization and Integrated Discovery for functional analyses, with false discovery rates less than 5% considered significant. RESULTS Aspergillus colonization was associated with differential expression of 489 probe sets, representing 404 unique genes. "Defense response" genes and genes in the "cytokine-cytokine receptor" Kyoto Encyclopedia of Genes and Genomes pathway were notably enriched in this list. Among Aspergillus colonized patients, CLAD development was associated with differential expression of 69 probe sets, representing 64 unique genes. This list was enriched for genes involved in "immune response" and "response to wounding", among others. Notably, both chitinase 3-like-1 and chitotriosidase were associated with progression to CLAD. CONCLUSIONS Aspergillus colonization is associated with gene expression profiles related to defense responses including cytokine signaling. Epithelial wounding, as well as the innate immune response to chitin that is present in the fungal cell wall, may be key in the link between Aspergillus colonization and CLAD.
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Affiliation(s)
- S Samuel Weigt
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Xiaoyan Wang
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Vyacheslav Palchevskiy
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Naman Patel
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Ariss Derhovanessian
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Michael Y Shino
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - David M Sayah
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Joseph P Lynch
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Rajan Saggar
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - David J Ross
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Bernie M Kubak
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Abbas Ardehali
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Scott Palmer
- Department of Medicine, Duke University, Durham, NC
| | - Shahid Husain
- Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, Ontario, Canada
| | - John A Belperio
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA
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24
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Unilateral Chronic Lung Allograft Dysfunction Assessed by Biphasic Computed Tomographic Volumetry in Bilateral Living-donor Lobar Lung Transplantation. Transplant Direct 2018; 4:e398. [PMID: 30534589 PMCID: PMC6233660 DOI: 10.1097/txd.0000000000000839] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Accepted: 08/22/2018] [Indexed: 12/25/2022] Open
Abstract
Background Early diagnosis of unilateral chronic lung allograft dysfunction (CLAD) is difficult because the unaffected contralateral lung functions as a reservoir in bilateral living-donor lobar lung transplantation (LDLLT). We previously reported the usefulness of 133Xe ventilation scintigraphy for detection of unilateral change, but the supply of 133Xe has been stopped globally. The present study aimed to examine the usefulness of inspiratory and expiratory computed tomography (I/E CT) volumetry for detection of unilateral change in CLAD patients. Methods This was a retrospective single-center, observational study using prospectively collected data. A total of 58 patients who underwent bilateral LDLLT from August 2008 to February 2017 were analyzed. Respiratory function tests, I/E CT were prospectively conducted. ΔLung volume was defined as the value obtained by subtracting expiratory lung volume from inspiratory lung volume. Results Fourteen (24%) cases were clinically diagnosed with CLAD, of which 10 (71%) were diagnosed as unilateral CLAD. ΔLung volume of bilateral lungs strongly correlated with forced vital capacity (r = 0.92, P < 0.01) and forced expiratory volume in 1 second (r = 0.80, P < 0.01). Regardless the phenotypes (bronchiolitis obliterans syndrome or restrictive allograft syndrome) of CLAD, Δlung volume onset/baseline significantly decreased compared with that in the non-CLAD group. Among the 10 unilateral CLAD patients, 3 with clinically suspected unilateral rejection yet did not show a 20% decline in forced expiratory volume in 1 second. In 2 of these, Δlung volume of unilateral lungs on the rejection side decreased by 20% or more. Conclusions Our findings suggest that I/E CT volumetry may be useful for assessment and early diagnosis of unilateral CLAD after bilateral LDLLT.
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Chambers DC, Carew AM, Lukowski SW, Powell JE. Transcriptomics and single‐cell RNA‐sequencing. Respirology 2018; 24:29-36. [DOI: 10.1111/resp.13412] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 08/21/2018] [Accepted: 09/10/2018] [Indexed: 02/06/2023]
Affiliation(s)
- Daniel C. Chambers
- Queensland Lung Transplant ProgramThe Prince Charles Hospital Brisbane QLD Australia
- Faculty of HealthThe University of Queensland Brisbane QLD Australia
| | - Alan M. Carew
- Department of Thoracic MedicineThe Prince Charles Hospital Brisbane QLD Australia
| | - Samuel W. Lukowski
- Institute for Molecular BioscienceThe University of Queensland Brisbane QLD Australia
- The University of Queensland Diamantina InstituteTranslational Research Institute Brisbane QLD Australia
| | - Joseph E. Powell
- Institute for Molecular BioscienceThe University of Queensland Brisbane QLD Australia
- Garvan‐Weizmann Centre for Cellular GenomicsGarvan Institute of Medical Research Sydney NSW Australia
- St Vincent's Clinical SchoolUniversity of New South Wales Sydney NSW Australia
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Danger R, Royer PJ, Reboulleau D, Durand E, Loy J, Tissot A, Lacoste P, Roux A, Reynaud-Gaubert M, Gomez C, Kessler R, Mussot S, Dromer C, Brugière O, Mornex JF, Guillemain R, Dahan M, Knoop C, Botturi K, Foureau A, Pison C, Koutsokera A, Nicod LP, Brouard S, Magnan A. Blood Gene Expression Predicts Bronchiolitis Obliterans Syndrome. Front Immunol 2018; 8:1841. [PMID: 29375549 PMCID: PMC5768645 DOI: 10.3389/fimmu.2017.01841] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 12/05/2017] [Indexed: 12/14/2022] Open
Abstract
Bronchiolitis obliterans syndrome (BOS), the main manifestation of chronic lung allograft dysfunction, leads to poor long-term survival after lung transplantation. Identifying predictors of BOS is essential to prevent the progression of dysfunction before irreversible damage occurs. By using a large set of 107 samples from lung recipients, we performed microarray gene expression profiling of whole blood to identify early biomarkers of BOS, including samples from 49 patients with stable function for at least 3 years, 32 samples collected at least 6 months before BOS diagnosis (prediction group), and 26 samples at or after BOS diagnosis (diagnosis group). An independent set from 25 lung recipients was used for validation by quantitative PCR (13 stables, 11 in the prediction group, and 8 in the diagnosis group). We identified 50 transcripts differentially expressed between stable and BOS recipients. Three genes, namely POU class 2 associating factor 1 (POU2AF1), T-cell leukemia/lymphoma protein 1A (TCL1A), and B cell lymphocyte kinase, were validated as predictive biomarkers of BOS more than 6 months before diagnosis, with areas under the curve of 0.83, 0.77, and 0.78 respectively. These genes allow stratification based on BOS risk (log-rank test p < 0.01) and are not associated with time posttransplantation. This is the first published large-scale gene expression analysis of blood after lung transplantation. The three-gene blood signature could provide clinicians with new tools to improve follow-up and adapt treatment of patients likely to develop BOS.
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Affiliation(s)
- Richard Danger
- Centre de Recherche en Transplantation et Immunologie UMR1064, INSERM, Université de Nantes, Nantes, France.,Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Pierre-Joseph Royer
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Damien Reboulleau
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Eugénie Durand
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Jennifer Loy
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Adrien Tissot
- Centre de Recherche en Transplantation et Immunologie UMR1064, INSERM, Université de Nantes, Nantes, France.,UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Philippe Lacoste
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Antoine Roux
- Pneumology, Adult Cystic Fibrosis Center and Lung Transplantation Department, Foch Hospital, Suresnes, France.,Universite Versailles Saint-Quentin-en-Yvelines, UPRES EA220, Suresnes, France
| | - Martine Reynaud-Gaubert
- Service de Pneumologie et Transplantation Pulmonaire, CHU Nord de Marseille, Aix-Marseille Université, Marseille, France
| | - Carine Gomez
- Service de Pneumologie et Transplantation Pulmonaire, CHU Nord de Marseille, Aix-Marseille Université, Marseille, France
| | - Romain Kessler
- Groupe de Transplantation Pulmonaire des Hôpitaux universitaires de Strasbourg, Strasbourg, France
| | - Sacha Mussot
- Hôpital Marie Lannelongue, Service de Chirurgie Thoracique, Vasculaire et Transplantation Cardiopulmonaire, Le Plessis Robinson, France
| | | | - Olivier Brugière
- Hôpital Bichat, Service de Pneumologie et Transplantation Pulmonaire, Paris, France
| | | | | | | | | | - Karine Botturi
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Aurore Foureau
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
| | - Christophe Pison
- Clinique Universitaire Pneumologie, Pôle Thorax et Vaisseaux, CHU de Grenoble, Université de Grenoble, INSERM U1055, Grenoble, France
| | - Angela Koutsokera
- Service de Pneumologie, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Laurent P Nicod
- Service de Pneumologie, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Sophie Brouard
- Centre de Recherche en Transplantation et Immunologie UMR1064, INSERM, Université de Nantes, Nantes, France.,Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Antoine Magnan
- UMR S 1087 CNRS UMR 6291, l'Institut du Thorax, Université de Nantes, CHU Nantes, Nantes, France
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Abstract
Chronic lung allograft dysfunction (CLAD) is the major limitation to posttransplant survival. This review highlights the evolving definition of CLAD, risk factors, treatment, and expected outcomes after the development of CLAD.
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