2
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Conaway S, Huang W, Hernandez-Lara MA, Kane MA, Penn RB, Deshpande DA. Molecular mechanism of bitter taste receptor agonist-mediated relaxation of airway smooth muscle. FASEB J 2024; 38:e23842. [PMID: 39037554 PMCID: PMC11299423 DOI: 10.1096/fj.202400452r] [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: 02/29/2024] [Revised: 06/24/2024] [Accepted: 07/12/2024] [Indexed: 07/23/2024]
Abstract
G-protein-coupled receptors (GPCRs) belonging to the type 2 taste receptors (TAS2Rs) family are predominantly present in taste cells to allow the perception of bitter-tasting compounds. TAS2Rs have also been shown to be expressed in human airway smooth muscle (ASM), and TAS2R agonists relax ASM cells and bronchodilate airways despite elevating intracellular calcium. This calcium "paradox" (calcium mediates contraction by pro-contractile Gq-coupled GPCRs) and the mechanisms by which TAS2R agonists relax ASM remain poorly understood. To gain insight into pro-relaxant mechanisms effected by TAS2Rs, we employed an unbiased phosphoproteomic approach involving dual-mass spectrometry to determine differences in the phosphorylation of contractile-related proteins in ASM following the stimulation of cells with TAS2R agonists, histamine (an agonist of the Gq-coupled H1 histamine receptor) or isoproterenol (an agonist of the Gs-coupled β2-adrenoceptor) alone or in combination. Our study identified differential phosphorylation of proteins regulating contraction, including A-kinase anchoring protein (AKAP)2, AKAP12, and RhoA guanine nucleotide exchange factor (ARHGEF)12. Subsequent signaling analyses revealed RhoA and the T853 residue on myosin light chain phosphatase (MYPT)1 as points of mechanistic divergence between TAS2R and Gs-coupled GPCR pathways. Unlike Gs-coupled receptor signaling, which inhibits histamine-induced myosin light chain (MLC)20 phosphorylation via protein kinase A (PKA)-dependent inhibition of intracellular calcium mobilization, HSP20 and ERK1/2 activity, TAS2Rs are shown to inhibit histamine-induced pMLC20 via inhibition of RhoA activity and MYPT1 phosphorylation at the T853 residue. These findings provide insight into the TAS2R signaling in ASM by defining a distinct signaling mechanism modulating inhibition of pMLC20 to relax contracted ASM.
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Affiliation(s)
- Stanley Conaway
- Center for Translational Medicine, Jane and Leonard Korman Lung Center, Thomas Jefferson University, Philadelphia, PA, U.S.A., 19107
| | - Weiliang Huang
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD, U.S.A., 21201
| | - Miguel A. Hernandez-Lara
- Center for Translational Medicine, Jane and Leonard Korman Lung Center, Thomas Jefferson University, Philadelphia, PA, U.S.A., 19107
| | - Maureen A. Kane
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD, U.S.A., 21201
| | - Raymond B. Penn
- Center for Translational Medicine, Jane and Leonard Korman Lung Center, Thomas Jefferson University, Philadelphia, PA, U.S.A., 19107
| | - Deepak A. Deshpande
- Center for Translational Medicine, Jane and Leonard Korman Lung Center, Thomas Jefferson University, Philadelphia, PA, U.S.A., 19107
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Liu P, Xiao Z, Lu X, Zhang X, Huang J, Li C. Fasudil and SR1001 synergistically protect against sepsis-associated pancreatic injury by inhibiting RhoA/ROCK pathway and Th17/IL-17 response. Heliyon 2023; 9:e20118. [PMID: 37809525 PMCID: PMC10559842 DOI: 10.1016/j.heliyon.2023.e20118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 09/12/2023] [Accepted: 09/12/2023] [Indexed: 10/10/2023] Open
Abstract
Sepsis is defined as a dysregulated host response to infection that can result in organ dysfunction and high mortality, which needs more effective treatment urgently. Pancreas is one of the most vulnerable organs in sepsis, resulting in sepsis-associated pancreatic injury, which is a fatal complication of sepsis. The aim of this study was to investigate the effect of combination of fasudil and SR1001 on sepsis-associated pancreatic injury and to explore the underlying mechanisms. The model of sepsis-associated pancreatic injury was induced by cecal ligation and puncture. Pancreatic injury was evaluated by HE staining, histopathological scores and amylase activity. The frequency of Th17 cells was analyzed by flow cytometry. Serum IL-17 level was determined by ELISA. Protein levels of RORγt, p-STAT3, GEF-H1, RhoA and ROCK1 were determined by Western blot. The apoptosis of pancreatic cells was examined by TUNEL analysis and Hoechst33342/PI staining. Compared to the sham group, the model group showed significant pathological injury including edema, hyperemia, vacuolization and necrosis. After treatment with fasudil, model mice showed an obvious reduction of Th17 cells and IL-17. SR1001 significantly reduced the expressions of GEF-H1, RhoA and ROCK1 in the model mice. The combination treatment with fasudil and SR1001 significantly inhibited the differentiation of Th17 cells, expressions of IL-17, GEF-H1, RhoA and ROCK1, which were more effective than each mono-treatment. In addition, our data revealed a remarkable decrease of apoptosis in pancreatic acinar cells culturing with fasudil or SR1001, which was further inhibited by their combination culture. Lipopolysaccharide remarkably upregulated the differentiation of Th17 cells in vitro, which could be significantly downregulated by fasudil or SR1001, and further downregulated by their combination treatment. Taken together, the combination of fasudil with SR1001 has a synergistic effect on protecting against sepsis-associated pancreatic injury in C57BL/6 mice.
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Affiliation(s)
- Pingping Liu
- Department of Emergency, Key Laboratory of Pediatric Emergency Medicine of Hunan Province, Hunan Children's Hospital, Changsha, 410007, Hunan, PR China
| | - Zhenghui Xiao
- Department of Emergency, Key Laboratory of Pediatric Emergency Medicine of Hunan Province, Hunan Children's Hospital, Changsha, 410007, Hunan, PR China
| | - Xiulan Lu
- Department of Emergency, Key Laboratory of Pediatric Emergency Medicine of Hunan Province, Hunan Children's Hospital, Changsha, 410007, Hunan, PR China
| | - Xinping Zhang
- Department of Emergency, Key Laboratory of Pediatric Emergency Medicine of Hunan Province, Hunan Children's Hospital, Changsha, 410007, Hunan, PR China
| | - Jiaotian Huang
- Department of Emergency, Key Laboratory of Pediatric Emergency Medicine of Hunan Province, Hunan Children's Hospital, Changsha, 410007, Hunan, PR China
| | - Cheng Li
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410005, Hunan, PR China
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5
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Avivi Kela S, Sethi K, Tan PY, Suresh D, Ong HT, Castaneda PG, Amin MR, Laviv T, Cram EJ, Faix J, Zaidel-Bar R. Tension-dependent RHGF-1 recruitment to stress fibers drives robust spermathecal tissue contraction. J Cell Biol 2022; 222:213784. [PMID: 36574264 PMCID: PMC9798103 DOI: 10.1083/jcb.202203105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 10/03/2022] [Accepted: 11/08/2022] [Indexed: 12/28/2022] Open
Abstract
Contractile epithelial tubes are found in various organs, such as lung airways and blood capillaries. Their ability to sense luminal pressure and respond with adequate contractility is essential for their physiology, and its mis-regulation results in diseases such as asthma and hypertension. Here, we describe a mechanoresponsive regulatory pathway downstream of tissue stretching that controls contraction of the C. elegans spermatheca, a tubular structure where fertilization occurs. Using live-imaging, we show that ovulation-induced stretching of spermathecal cells leads to recruitment of the RhoGEF RHGF-1 to stress fibers, which activates RHO-1 and myosin II in a positive feedback loop. Through deletion analysis, we identified the PDZ domain of RHGF-1 as responsible for F-actin binding, and genetic epistasis analysis with the RhoGAP spv-1 demonstrated that tension-dependent recruitment of RHGF-1 to F-actin is required for robust spermathecal contractility. Our study illustrates how mechanosensitive regulators of Rho GTPases provide epithelial tubes the ability to tune their contractility in response to internal pressure.
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Affiliation(s)
- Shiri Avivi Kela
- Department of Cell and Developmental Biology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Kriti Sethi
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | - Pei Yi Tan
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | - Danesha Suresh
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | - Hui Ting Ong
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | | | - Mustafi R. Amin
- Department of Biology, Northeastern University, Boston, MA, USA
| | - Tal Laviv
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Erin J. Cram
- Department of Biology, Northeastern University, Boston, MA, USA
| | - Jan Faix
- Institute for Biophysical Chemistry, Hannover Medical School, Hannover, Germany
| | - Ronen Zaidel-Bar
- Department of Cell and Developmental Biology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel,Correspondence to Ronen Zaidel-Bar:
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6
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Margelidon-Cozzolino V, Tsicopoulos A, Chenivesse C, de Nadai P. Role of Th17 Cytokines in Airway Remodeling in Asthma and Therapy Perspectives. FRONTIERS IN ALLERGY 2022; 3:806391. [PMID: 35386663 PMCID: PMC8974749 DOI: 10.3389/falgy.2022.806391] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 01/10/2022] [Indexed: 12/07/2022] Open
Abstract
Airway remodeling is a frequent pathological feature of severe asthma leading to permanent airway obstruction in up to 50% of cases and to respiratory disability. Although structural changes related to airway remodeling are well-characterized, immunological processes triggering and maintaining this phenomenon are still poorly understood. As a consequence, no biotherapy targeting cytokines are currently efficient to treat airway remodeling and only bronchial thermoplasty may have an effect on bronchial nerves and smooth muscles with uncertain clinical relevance. Th17 cytokines, including interleukin (IL)-17 and IL-22, play a role in neutrophilic inflammation in severe asthma and may be involved in airway remodeling. Indeed, IL-17 is increased in sputum from severe asthmatic patients, induces the expression of "profibrotic" cytokines by epithelial, endothelial cells and fibroblasts, and provokes human airway smooth muscle cell migration in in vitro studies. IL-22 is also increased in asthmatic samples, promotes myofibroblast differentiation, epithelial-mesenchymal transition and proliferation and migration of smooth muscle cells in vitro. Accordingly, we also found high levels of IL-17 and IL-22 in a mouse model of dog-allergen induced asthma characterized by a strong airway remodeling. Clinical trials found no effect of therapy targeting IL-17 in an unselected population of asthmatic patients but showed a potential benefit in a sub-population of patients exhibiting a high level of airway reversibility, suggesting a potential role on airway remodeling. Anti-IL-22 therapies have not been evaluated in asthma yet but were demonstrated efficient in severe atopic dermatitis including an effect on skin remodeling. In this review, we will address the role of Th17 cytokines in airway remodeling through data from in vitro, in vivo and translational studies, and examine the potential place of Th17-targeting therapies in the treatment of asthma with airway remodeling.
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Affiliation(s)
- Victor Margelidon-Cozzolino
- Univ. Lille, CNRS, INSERM, CHU de Lille, Institut Pasteur de Lille, Unité INSERM U1019-UMR9017-CIIL-Centre d'Infection et d'Immunité de Lille, Lille, France
| | - Anne Tsicopoulos
- Univ. Lille, CNRS, INSERM, CHU de Lille, Institut Pasteur de Lille, Unité INSERM U1019-UMR9017-CIIL-Centre d'Infection et d'Immunité de Lille, Lille, France
| | - Cécile Chenivesse
- Univ. Lille, CNRS, INSERM, CHU de Lille, Institut Pasteur de Lille, Unité INSERM U1019-UMR9017-CIIL-Centre d'Infection et d'Immunité de Lille, Lille, France
- CRISALIS (Clinical Research Initiative in Severe Asthma: a Lever for Innovation & Science), F-CRIN Network, INSERM US015, Toulouse, France
| | - Patricia de Nadai
- Univ. Lille, CNRS, INSERM, CHU de Lille, Institut Pasteur de Lille, Unité INSERM U1019-UMR9017-CIIL-Centre d'Infection et d'Immunité de Lille, Lille, France
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7
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Banerjee P, Balraj P, Ambhore NS, Wicher SA, Britt RD, Pabelick CM, Prakash YS, Sathish V. Network and co-expression analysis of airway smooth muscle cell transcriptome delineates potential gene signatures in asthma. Sci Rep 2021; 11:14386. [PMID: 34257337 PMCID: PMC8277837 DOI: 10.1038/s41598-021-93845-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 06/28/2021] [Indexed: 02/06/2023] Open
Abstract
Airway smooth muscle (ASM) is known for its role in asthma exacerbations characterized by acute bronchoconstriction and remodeling. The molecular mechanisms underlying multiple gene interactions regulating gene expression in asthma remain elusive. Herein, we explored the regulatory relationship between ASM genes to uncover the putative mechanism underlying asthma in humans. To this end, the gene expression from human ASM was measured with RNA-Seq in non-asthmatic and asthmatic groups. The gene network for the asthmatic and non-asthmatic group was constructed by prioritizing differentially expressed genes (DEGs) (121) and transcription factors (TFs) (116). Furthermore, we identified differentially connected or co-expressed genes in each group. The asthmatic group showed a loss of gene connectivity due to the rewiring of major regulators. Notably, TFs such as ZNF792, SMAD1, and SMAD7 were differentially correlated in the asthmatic ASM. Additionally, the DEGs, TFs, and differentially connected genes over-represented in the pathways involved with herpes simplex virus infection, Hippo and TGF-β signaling, adherens junctions, gap junctions, and ferroptosis. The rewiring of major regulators unveiled in this study likely modulates the expression of gene-targets as an adaptive response to asthma. These multiple gene interactions pointed out novel targets and pathways for asthma exacerbations.
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Affiliation(s)
- Priyanka Banerjee
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, ND, USA
| | - Premanand Balraj
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, ND, USA
| | | | - Sarah A Wicher
- Department of Anesthesiology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Rodney D Britt
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University, Columbus, OH, USA
| | - Christina M Pabelick
- Department of Anesthesiology, Mayo Clinic College of Medicine, Rochester, MN, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Y S Prakash
- Department of Anesthesiology, Mayo Clinic College of Medicine, Rochester, MN, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Venkatachalem Sathish
- Department of Pharmaceutical Sciences, North Dakota State University, Fargo, ND, USA.
- Department of Pharmaceutical Sciences, School of Pharmacy, College of Health Professions, North Dakota State University, Sudro 108A, Fargo, ND, 58108-6050, USA.
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8
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Esteves P, Blanc L, Celle A, Dupin I, Maurat E, Amoedo N, Cardouat G, Ousova O, Gales L, Bellvert F, Begueret H, Thumerel M, Dupuy JW, Desbenoit N, Marthan R, Girodet PO, Rossignol R, Berger P, Trian T. Crucial role of fatty acid oxidation in asthmatic bronchial smooth muscle remodelling. Eur Respir J 2021; 58:13993003.04252-2020. [PMID: 33833033 DOI: 10.1183/13993003.04252-2020] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/26/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND Bronchial smooth muscle (BSM) remodelling in asthma is related to an increased mitochondrial biogenesis and enhanced BSM cell proliferation in asthma. Since (i) mitochondria produce the highest levels of cellular energy and (ii) fatty acid beta-oxidation is the most powerful way to produce ATP, we hypothesized that, in asthmatic BSM cells, energetic metabolism is shifted towards the beta-oxidation of fatty acids. OBJECTIVES We aimed to characterize BSM cell metabolism in asthma both in vitro and ex vivo to identify a novel target for reducing BSM cell proliferation. METHODS Twenty-one asthmatic and 31 non-asthmatic patients were enrolled. We used metabolomic and proteomic approaches to study BSM cells. Oxidative stress, ATP synthesis, fatty acid endocytosis, metabolite production, metabolic capabilities, mitochondrial networks, cell proliferation and apoptosis were assessed on BSM cells. Fatty acid content was assessed in vivo using MALDI-spectrometry imaging. RESULTS Asthmatic BSM cells were characterized by an increased rate of mitochondrial respiration with a stimulated ATP production and mitochondrial β-oxidation. Fatty acid consumption was increased in asthmatic BSM both in vitro and ex vivo. Proteome remodelling of asthmatic BSM occurred via 2 canonical mitochondrial pathways. The levels of CPT2 and LDL-receptor, which internalize fatty acids through mitochondrial and cell membranes, respectively, were both increased in asthmatic BSM cells. Blocking CPT2 or LDL-receptor drastically and specifically reduced asthmatic BSM cell proliferation. CONCLUSION This study demonstrates a metabolic switch towards mitochondrial beta-oxidation in asthmatic BSM and identifies fatty acid metabolism as a new key target to reduce BSM remodelling in asthma.
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Affiliation(s)
- Pauline Esteves
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Landry Blanc
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,CNRS, UMR5248, Institute of Chemistry & Biology of Membranes & Nano objects, Functional Genomics Center (CGFB), Proteomics Facility, Université de Bordeaux, Bordeaux, France
| | - Alexis Celle
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Isabelle Dupin
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Elise Maurat
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Nivea Amoedo
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Guillaume Cardouat
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Olga Ousova
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Lara Gales
- CNRS 5504, INRA 792, INSA Toulouse, Toulouse Biotechnology Institute, Bio & Chemical Engineering, Université de Toulouse, MetaToul, Toulouse, France
| | - Florian Bellvert
- CNRS 5504, INRA 792, INSA Toulouse, Toulouse Biotechnology Institute, Bio & Chemical Engineering, Université de Toulouse, MetaToul, Toulouse, France
| | - Hugues Begueret
- Service d'exploration fonctionnelle respiratoire, Service de chirurgie thoracique, Service d'anatomopathologie, CIC 1401, CHU de Bordeaux, Bordeaux, France
| | - Matthieu Thumerel
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France.,Service d'exploration fonctionnelle respiratoire, Service de chirurgie thoracique, Service d'anatomopathologie, CIC 1401, CHU de Bordeaux, Bordeaux, France
| | - Jean-William Dupuy
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,CNRS, UMR5248, Institute of Chemistry & Biology of Membranes & Nano objects, Functional Genomics Center (CGFB), Proteomics Facility, Université de Bordeaux, Bordeaux, France
| | - Nicolas Desbenoit
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,CNRS, UMR5248, Institute of Chemistry & Biology of Membranes & Nano objects, Functional Genomics Center (CGFB), Proteomics Facility, Université de Bordeaux, Bordeaux, France
| | - Roger Marthan
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France.,Service d'exploration fonctionnelle respiratoire, Service de chirurgie thoracique, Service d'anatomopathologie, CIC 1401, CHU de Bordeaux, Bordeaux, France
| | - Pierre-Olivier Girodet
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France.,Service d'exploration fonctionnelle respiratoire, Service de chirurgie thoracique, Service d'anatomopathologie, CIC 1401, CHU de Bordeaux, Bordeaux, France
| | - Rodrigue Rossignol
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France
| | - Patrick Berger
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France.,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France.,Service d'exploration fonctionnelle respiratoire, Service de chirurgie thoracique, Service d'anatomopathologie, CIC 1401, CHU de Bordeaux, Bordeaux, France.,Co-last author
| | - Thomas Trian
- Centre de Recherche Cardio-thoracique de Bordeaux, U1045, MRGM, Functional Genomics Center (CGFB), CIC 1401, CELLOMET, Univ-Bordeaux, Bordeaux, France .,Centre de Recherche Cardio-thoracique de Bordeaux, U1045, U1211, CIC 1401, INSERM, Bordeaux, France.,Co-last author
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