1
|
Naushad S, Gaucher J, Mezdari Z, Détrait M, Belaidi E, Zhang Y, Vial G, Bouyon S, Czibik G, Pini M, Aldekwer S, Liang H, Pelloux V, Aron-Wisnewsky J, Tamisier R, Pépin JL, Derumeaux G, Sawaki D, Arnaud C. Chronic intermittent hypoxia triggers cardiac fibrosis: Role of epididymal white adipose tissue senescent remodeling? Acta Physiol (Oxf) 2024; 240:e14231. [PMID: 39263916 DOI: 10.1111/apha.14231] [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: 05/30/2024] [Revised: 07/25/2024] [Accepted: 07/31/2024] [Indexed: 09/13/2024]
Abstract
AIM Obstructive sleep apnea (OSA) is a growing health problem affecting nearly 1 billion people worldwide. The landmark feature of OSA is chronic intermittent hypoxia (CIH), accounting for multiple organ damage, including heart disease. CIH profoundly alters both visceral white adipose tissue (WAT) and heart structure and function, but little is known regarding inter-organ interaction in the context of CIH. We recently showed that visceral WAT senescence drives myocardial alterations in aged mice without CIH. Here, we aimed at investigating whether CIH induces a premature visceral WAT senescent phenotype, triggering subsequent cardiac remodeling. METHODS In a first experiment, 10-week-old C57bl6J male mice (n = 10/group) were exposed to 14 days of CIH (8 h daily, 5%-21% cyclic inspired oxygen fraction, 60 s per cycle). In a second series, mice were submitted to either epididymal WAT surgical lipectomy or sham surgery before CIH exposure. Finally, we used p53 deficient mice or Wild-type (WT) littermates, also exposed to the same CIH protocol. Epididymal WAT was assessed for fibrosis, DNA damages, oxidative stress, markers of senescence (p16, p21, and p53), and inflammation by RT-qPCR and histology, and myocardium was assessed for fibrosis and cardiomyocyte hypertrophy. RESULTS CIH-induced epididymal WAT remodeling characterized by increased fibrosis, oxidative stress, DNA damage response, inflammation, and increased expression of senescent markers. CIH-induced epididymal WAT remodeling was associated with subtle and early myocardial interstitial fibrosis. Both epididymal WAT surgical lipectomy and p53 deletion prevented CIH-induced myocardial fibrosis. CONCLUSION Short-term exposure to CIH induces epididymal WAT senescent remodeling and cardiac interstitial fibrosis, the latter being prevented by lipectomy. This finding strongly suggests visceral WAT senescence as a new target to mitigate OSA-related cardiac disorders.
Collapse
Affiliation(s)
- Suzain Naushad
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Jonathan Gaucher
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Zaineb Mezdari
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Maximin Détrait
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Elise Belaidi
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Yanyan Zhang
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Guillaume Vial
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Sophie Bouyon
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Gabor Czibik
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Maria Pini
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Sahar Aldekwer
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Hao Liang
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Véronique Pelloux
- Nutrition and Obesities, Systemic Approaches, NutriOmics, Laboratory, Sorbonne University, Paris, France
- Nutrition Department, CRNH Ile de France, AP-HP, Pitie-Salpêtrière Hospital, Paris, France
| | - Judith Aron-Wisnewsky
- Nutrition and Obesities, Systemic Approaches, NutriOmics, Laboratory, Sorbonne University, Paris, France
- Nutrition Department, CRNH Ile de France, AP-HP, Pitie-Salpêtrière Hospital, Paris, France
| | - Renaud Tamisier
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Jean-Louis Pépin
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Geneviève Derumeaux
- Université Paris Est Créteil, INSERM U955, Créteil, France
- Department of Physiology, AP-HP, Henri Mondor Hospital, FHU-SENEC, Créteil, France
| | - Daigo Sawaki
- Université Paris Est Créteil, INSERM U955, Créteil, France
| | - Claire Arnaud
- Université Grenoble Alpes, INSERM U1300, CHU Grenoble Alpes, HP2, Grenoble, France
| |
Collapse
|
2
|
Wang L, Liu H, Zhou L, Zheng P, Li H, Zhang H, Liu W. Association of Obstructive Sleep Apnea with Nonalcoholic Fatty Liver Disease: Evidence, Mechanism, and Treatment. Nat Sci Sleep 2024; 16:917-933. [PMID: 39006248 PMCID: PMC11244635 DOI: 10.2147/nss.s468420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/22/2024] [Indexed: 07/16/2024] Open
Abstract
Obstructive sleep apnea (OSA), a common sleep-disordered breathing condition, is characterized by intermittent hypoxia (IH) and sleep fragmentation and has been implicated in the pathogenesis and severity of nonalcoholic fatty liver disease (NAFLD). Abnormal molecular changes mediated by IH, such as high expression of hypoxia-inducible factors, are reportedly involved in abnormal pathophysiological states, including insulin resistance, abnormal lipid metabolism, cell death, and inflammation, which mediate the development of NAFLD. However, the relationship between IH and NAFLD remains to be fully elucidated. In this review, we discuss the clinical correlation between OSA and NAFLD, focusing on the molecular mechanisms of IH in NAFLD progression. We meticulously summarize clinical studies evaluating the therapeutic efficacy of continuous positive airway pressure treatment for NAFLD in OSA. Additionally, we compile potential molecular biomarkers for the co-occurrence of OSA and NAFLD. Finally, we discuss the current research progress and challenges in the field of OSA and NAFLD and propose future directions and prospects.
Collapse
Affiliation(s)
- Lingling Wang
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Huiguo Liu
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Ling Zhou
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Pengdou Zheng
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Hai Li
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Key Laboratory of Vascular Aging, Ministry of Education, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Huojun Zhang
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Wei Liu
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Key Laboratory of Vascular Aging, Ministry of Education, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| |
Collapse
|
3
|
Ganouna-Cohen G, Marcouiller F, Blachot-Minassian B, Demarest M, Beauparlant CJ, Droit A, Belaidi E, Bairam A, Joseph V. Loss of testosterone induces postprandial insulin resistance and increases the expression of the hepatic antioxidant flavin-containing monooxygenases in mice exposed to intermittent hypoxia. Acta Physiol (Oxf) 2024; 240:e14089. [PMID: 38230898 DOI: 10.1111/apha.14089] [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: 06/25/2023] [Revised: 11/29/2023] [Accepted: 01/01/2024] [Indexed: 01/18/2024]
Abstract
AIM We tested the hypothesis that low testosterone alters the effects of intermittent hypoxia (IH) on glucose homeostasis, hepatic oxidative stress, and transcriptomic profile in male mice. METHODS We used sham-operated or orchiectomized (ORX) mice exposed to normoxia (Nx) or IH for 2 weeks. We performed fasting insulin and glucose tolerance tests and assessed fasting and postprandial insulin resistance with the HOMA-IR. The activity of hepatic prooxidant (NADPH oxidase-NOX), antioxidant enzymes (superoxide dismutase, catalase, and glutathione peroxidase-SOD, Cat, GPx), lipid peroxidation (MDA concentration), and the total concentration of glutathione (GSH) were measured under postprandial conditions. mRNA sequencing and pathway enrichment analyses were used to identify hepatic genes underlying the interactions between IH and testosterone. RESULTS In Sham mice, IH improves fasting insulin sensitivity and glucose tolerance, while there are no effects of IH in ORX mice. In ORX mice, IH induces postprandial hyperinsulinemia, insulin resistance, and a prooxidant profile of enzyme activity (low SOD activity) without altering hepatic MDA and GSH content. ORX and IH altered the expression of genes involved in oxidoreductase activities, cytochromes-dependent pathways, and glutathione metabolism. Among the genes upregulated in ORX-IH mice, the flavin-containing monooxygenases (FMO) are particularly relevant since these are potent hepatic antioxidants that could help prevent overt oxidative stress in ORX-IH mice. CONCLUSION Low levels of testosterone in male mice exposed to IH induce post-prandial hyperinsulinemia and insulin resistance and determine the mechanisms by which the liver handles IH-induced oxidative stress.
Collapse
Affiliation(s)
- Gauthier Ganouna-Cohen
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
| | - François Marcouiller
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
| | - Britanny Blachot-Minassian
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
- HP2, INSERM, U1300, Université Grenoble Alpes, Grenoble, France
| | - Maud Demarest
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
| | - Charles Joly Beauparlant
- Département de Médecine Moléculaire, Faculté de Médecine, Centre de Recherche du Centre Hospitalo-Universitaire de Québec, Québec, Quebec, Canada
| | - Arnaud Droit
- Département de Médecine Moléculaire, Faculté de Médecine, Centre de Recherche du Centre Hospitalo-Universitaire de Québec, Québec, Quebec, Canada
| | - Elise Belaidi
- HP2, INSERM, U1300, Université Grenoble Alpes, Grenoble, France
- UMR5305-LBTI, CNRS, Institut de Biologie et Chimie des Protéines, Lyon, France
| | - Aida Bairam
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
| | - Vincent Joseph
- Département de Pédiatrie, Faculté de Médecine, Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Université Laval, Québec, Quebec, Canada
| |
Collapse
|
4
|
Gaucher J, Montellier E, Vial G, Chuffart F, Guellerin M, Bouyon S, Lemarie E, Yamaryo-Botté Y, Dirani A, Ben Messaoud R, Faure MJ, Ribuot DG, Costentin C, Tamisier R, Botté CY, Khochbin S, Rousseaux S, Pépin JL. Long-term intermittent hypoxia in mice induces inflammatory pathways implicated in sleep apnea and steatohepatitis in humans. iScience 2024; 27:108837. [PMID: 38303705 PMCID: PMC10830848 DOI: 10.1016/j.isci.2024.108837] [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: 08/02/2023] [Revised: 10/09/2023] [Accepted: 01/03/2024] [Indexed: 02/03/2024] Open
Abstract
Obstructive sleep apnea (OSA) induces intermittent hypoxia (IH), an independent risk factor for non-alcoholic fatty liver disease (NAFLD). While the molecular links between IH and NAFLD progression are unclear, immune cell-driven inflammation plays a crucial role in NAFLD pathogenesis. Using lean mice exposed to long-term IH and a cohort of lean OSA patients (n = 71), we conducted comprehensive hepatic transcriptomics, lipidomics, and targeted serum proteomics. Significantly, we demonstrated that long-term IH alone can induce NASH molecular signatures found in human steatohepatitis transcriptomic data. Biomarkers (PPARs, NRFs, arachidonic acid, IL16, IL20, IFNB, TNF-α) associated with early hepatic and systemic inflammation were identified. This molecular link between IH, sleep apnea, and steatohepatitis merits further exploration in clinical trials, advocating for integrating sleep apnea diagnosis in liver disease phenotyping. Our unique signatures offer potential diagnostic and treatment response markers, highlighting therapeutic targets in the comorbidity of NAFLD and OSA.
Collapse
Affiliation(s)
- Jonathan Gaucher
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Emilie Montellier
- Cancers and Biomarkers Team, Institute for Advanced Biosciences, University, INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Guillaume Vial
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Florent Chuffart
- Epigenetics Regulation Team, Institute for Advanced Biosciences INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Maëlle Guellerin
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Sophie Bouyon
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Emeline Lemarie
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Yoshiki Yamaryo-Botté
- Apicolipid Team, Institute for Advanced Biosciences INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Aya Dirani
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Raoua Ben Messaoud
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Marie Joyeux Faure
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Diane Godin Ribuot
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Charlotte Costentin
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Renaud Tamisier
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| | - Cyrille Y. Botté
- Apicolipid Team, Institute for Advanced Biosciences INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Saadi Khochbin
- Epigenetics Regulation Team, Institute for Advanced Biosciences INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Sophie Rousseaux
- Epigenetics Regulation Team, Institute for Advanced Biosciences INSERM U1209, CNRS UMR5309, University Grenoble Alpes, Grenoble, France
| | - Jean-Louis Pépin
- Hypoxia and Physio-Pathology Laboratory (HP2) INSERM U1300, University Grenoble Alpes, INSERM U1300, and Grenoble Alpes University Hospital, Grenoble, France
| |
Collapse
|
5
|
Breuillard C, Moulin S, Bouyon S, Couchet M, Moinard C, Belaidi E. Chronic intermittent hypoxia due to obstructive sleep apnea slightly alters nutritional status: a pre-clinical study. Front Nutr 2023; 10:1250529. [PMID: 37964925 PMCID: PMC10642957 DOI: 10.3389/fnut.2023.1250529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 10/13/2023] [Indexed: 11/16/2023] Open
Abstract
Obstructive sleep apnea syndrome (OSAS) is associated with chronic intermittent hypoxia (cIH) that causes disturbances in glucose and lipid metabolism. Animals exposed to cIH show lower body weight and food intake, but the protein-energy metabolism has never been investigated. Here, to address the gap, we studied the impact of cIH on nutritional status in rats. A total of 24 male Wistar rats were randomized into 3 groups (n = 8): a control group (Ctrl), a cIH group (cIH) exposed to cIH (30 s 21-30 s 5% fraction of inspired oxygen, 8 h per day, for 14 days), and a pair-fed group (PF) exposed to normoxia with food intake adjusted to the intake of the cIH group rats with anorexia. Body weight and food intake were measured throughout the study. After 14 days, the rats were euthanized, the organs were collected, weighed, and the liver, intestine mucosa, and muscles were snap-frozen to measure total protein content. Food intake was decreased in the cIH group. Body weight was significantly lower in the cIH group only (-11%, p < 0.05). Thymus and liver weight as well as EDL protein content tended to be lower in the cIH group than in the Ctrl and PF groups. Jejunum and ileum mucosa protein contents were lower in the cIH group compared to the PF group. cIH causes a slight impairment of nutritional status and immunity. This pre-clinical work argues for greater consideration of malnutrition in care for OSAS patients. Further studies are warranted to devise an adequate nutritional strategy.
Collapse
Affiliation(s)
- Charlotte Breuillard
- Université Grenoble Alpes, Inserm, Laboratory of Fundamental and Applied Bioenergetics (LBFA), Grenoble, France
| | - Sophie Moulin
- Université Grenoble Alpes, Inserm, Laboratory HP2, Grenoble, France
| | - Sophie Bouyon
- Université Grenoble Alpes, Inserm, Laboratory HP2, Grenoble, France
| | - Morgane Couchet
- Université Grenoble Alpes, Inserm, Laboratory of Fundamental and Applied Bioenergetics (LBFA), Grenoble, France
| | - Christophe Moinard
- Université Grenoble Alpes, Inserm, Laboratory of Fundamental and Applied Bioenergetics (LBFA), Grenoble, France
| | - Elise Belaidi
- Université Grenoble Alpes, Inserm, Laboratory HP2, Grenoble, France
| |
Collapse
|
6
|
Zheng P, Zhou C, Ding Y, Liu B, Lu L, Zhu F, Duan S. Nanopore sequencing technology and its applications. MedComm (Beijing) 2023; 4:e316. [PMID: 37441463 PMCID: PMC10333861 DOI: 10.1002/mco2.316] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 05/29/2023] [Accepted: 05/31/2023] [Indexed: 07/15/2023] Open
Abstract
Since the development of Sanger sequencing in 1977, sequencing technology has played a pivotal role in molecular biology research by enabling the interpretation of biological genetic codes. Today, nanopore sequencing is one of the leading third-generation sequencing technologies. With its long reads, portability, and low cost, nanopore sequencing is widely used in various scientific fields including epidemic prevention and control, disease diagnosis, and animal and plant breeding. Despite initial concerns about high error rates, continuous innovation in sequencing platforms and algorithm analysis technology has effectively addressed its accuracy. During the coronavirus disease (COVID-19) pandemic, nanopore sequencing played a critical role in detecting the severe acute respiratory syndrome coronavirus-2 virus genome and containing the pandemic. However, a lack of understanding of this technology may limit its popularization and application. Nanopore sequencing is poised to become the mainstream choice for preventing and controlling COVID-19 and future epidemics while creating value in other fields such as oncology and botany. This work introduces the contributions of nanopore sequencing during the COVID-19 pandemic to promote public understanding and its use in emerging outbreaks worldwide. We discuss its application in microbial detection, cancer genomes, and plant genomes and summarize strategies to improve its accuracy.
Collapse
Affiliation(s)
- Peijie Zheng
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Chuntao Zhou
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Yuemin Ding
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
- Institute of Translational Medicine, School of MedicineZhejiang University City CollegeHangzhouChina
- Key Laboratory of Novel Targets and Drug Study for Neural Repair of Zhejiang Province, School of MedicineZhejiang University City CollegeHangzhouChina
| | - Bin Liu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Liuyi Lu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Feng Zhu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Shiwei Duan
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
- Institute of Translational Medicine, School of MedicineZhejiang University City CollegeHangzhouChina
- Key Laboratory of Novel Targets and Drug Study for Neural Repair of Zhejiang Province, School of MedicineZhejiang University City CollegeHangzhouChina
| |
Collapse
|