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Schmalkuche K, Rother T, Burgmann JM, Voß H, Höffler K, Dogan G, Ruhparwar A, Schmitto JD, Blasczyk R, Figueiredo C. Heart immunoengineering by lentiviral vector-mediated genetic modification during normothermic ex vivo perfusion. Front Immunol 2024; 15:1404668. [PMID: 38903492 PMCID: PMC11188324 DOI: 10.3389/fimmu.2024.1404668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 05/20/2024] [Indexed: 06/22/2024] Open
Abstract
Heart transplantation is associated with major hurdles, including the limited number of available organs for transplantation, the risk of rejection due to genetic discrepancies, and the burden of immunosuppression. In this study, we demonstrated the feasibility of permanent genetic engineering of the heart during ex vivo perfusion. Lentiviral vectors encoding for short hairpin RNAs targeting beta2-microglobulin (shβ2m) and class II transactivator (shCIITA) were delivered to the graft during two hours of normothermic EVHP. Highly efficient genetic engineering was indicated by stable reporter gene expression in endothelial cells and cardiomyocytes. Remarkably, swine leucocyte antigen (SLA) class I and SLA class II expression levels were decreased by 66% and 76%, respectively, in the vascular endothelium. Evaluation of lactate, troponin T, and LDH levels in the perfusate and histological analysis showed no additional cell injury or tissue damage caused by lentiviral vectors. Moreover, cytokine secretion profiles (IL-6, IL-8, and TNF-α) of non-transduced and lentiviral vector-transduced hearts were comparable. This study demonstrated the ex vivo generation of genetically engineered hearts without compromising tissue integrity. Downregulation of SLA expression may contribute to reduce the immunogenicity of the heart and support graft survival after allogeneic or xenogeneic transplantation.
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Affiliation(s)
- Katharina Schmalkuche
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
- Transregional Collaborative Research Centre 127, Hannover Medical School, Hannover, Germany
| | - Tamina Rother
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Jonathan M. Burgmann
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Henrike Voß
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Klaus Höffler
- Department of Cardiothoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Günes Dogan
- Department of Cardiothoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Arjang Ruhparwar
- Department of Cardiothoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Jan D. Schmitto
- Department of Cardiothoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Rainer Blasczyk
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
- Transregional Collaborative Research Centre 127, Hannover Medical School, Hannover, Germany
| | - Constanca Figueiredo
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
- Transregional Collaborative Research Centre 127, Hannover Medical School, Hannover, Germany
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Fu X, Suo H, Zhang J, Chen D. Machine-learning-guided Directed Evolution for AAV Capsid Engineering. Curr Pharm Des 2024; 30:811-824. [PMID: 38445704 DOI: 10.2174/0113816128286593240226060318] [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: 11/09/2023] [Revised: 02/07/2024] [Accepted: 02/13/2024] [Indexed: 03/07/2024]
Abstract
Target gene delivery is crucial to gene therapy. Adeno-associated virus (AAV) has emerged as a primary gene therapy vector due to its broad host range, long-term expression, and low pathogenicity. However, AAV vectors have some limitations, such as immunogenicity and insufficient targeting. Designing or modifying capsids is a potential method of improving the efficacy of gene delivery, but hindered by weak biological basis of AAV, complexity of the capsids, and limitations of current screening methods. Artificial intelligence (AI), especially machine learning (ML), has great potential to accelerate and improve the optimization of capsid properties as well as decrease their development time and manufacturing costs. This review introduces the traditional methods of designing AAV capsids and the general steps of building a sequence-function ML model, highlights the applications of ML in the development workflow, and summarizes its advantages and challenges.
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Affiliation(s)
- Xianrong Fu
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Hairui Suo
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Jiachen Zhang
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Dongmei Chen
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China
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Chen Q, Xu Q, Zhu H, Wang J, Sun N, Bian H, Li Y, Lin C. Salvianolic acid B promotes angiogenesis and inhibits cardiomyocyte apoptosis by regulating autophagy in myocardial ischemia. Chin Med 2023; 18:155. [PMID: 38017536 PMCID: PMC10685573 DOI: 10.1186/s13020-023-00859-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 11/01/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Myocardial ischemia (MI) can cause angina, myocardial infarction, and even death. Angiogenesis is beneficial for ensuring oxygen and blood supply to ischemic tissue, promoting tissue repair, and reducing cell damage. In this study, we evaluated the effects of Salvianolic acid B (Sal B) against myocardial ischemia and explored its underlying mechanism on autophagy. METHODS The anti-apoptosis effect of Sal B was conducted by staining Annexin V-FITC/PI and Hoechst as well as evaluating apoptosis bio-markers at protein level in H9c2 cells at glucose deprivation condition. HUVECs were co-cultured with H9c2, and the tube formation assay was used to monitor Sal B's impact on angiogenesis. The MI model of mice was induced by intraperitoneal injection of isoproterenol (ISO). The effect of Sal B on MI mice was evaluated by HE, Masson, immunohistochemistry, WB and kits. In addition, Atg5 siRNA was applied to verify whether the protective effect of Sal B was regulated to autophagy. RESULTS In H9c2, Sal B reduced the levels of lactate dehydrogenase (LDH), malondialdehyde (MDA) and reactive oxygen species (ROS), improved the levels of superoxide dismutase (SOD) and mitochondrial membrane potential, downregulated the expressions of Bax and cleaved-Caspase3, upregulated the expression of Bcl-2. Therefore, Sal B could significantly inhibit the damage of H9c2 caused by glucose deprivation. In the co-culture system of H9c2 and HUVECs, vascular endothelial growth factor (VEGF) level in the supernatant was dramatically raised by Sal B. Sal B upregulated the expressions of VEGF, platelet derived growth factor (PDGF) and endothelial marker CD31. It implied that Sal B exerted a significant pro-angiogenic effect. Moreover, Sal B increased the expression of LC3, Atg5, and Beclin1, while reducing the level of P62. When the expression of Atg5 was inhibited, the protective effects of Sal B on apoptosis and angiogenesis was reversed. CONCLUSIONS Sal B inhibited cardiomyocyte apoptosis and promoted angiogenesis by regulating autophagy, thereby improving MI.
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Affiliation(s)
- Qi Chen
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, 138 Yi Xue Yuan Road, Shanghai, 200032, People's Republic of China
- Wuxi School of Medicine, Jiangnan University, Wuxi, 214013, China
| | - QingYang Xu
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, 138 Yi Xue Yuan Road, Shanghai, 200032, People's Republic of China
| | - Huilin Zhu
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Junyi Wang
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Ning Sun
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, 138 Yi Xue Yuan Road, Shanghai, 200032, People's Republic of China
- Wuxi School of Medicine, Jiangnan University, Wuxi, 214013, China
| | - Huimin Bian
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, Xianlin Avenue, Qixia District, 210023, China.
| | - Yu Li
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, Xianlin Avenue, Qixia District, 210023, China.
| | - Chao Lin
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
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Chen X, Yu W, Zhang J, Fan X, Liu X, Liu Q, Pan S, Dixon RAF, Li P, Yu P, Shi A. Therapeutic angiogenesis and tissue revascularization in ischemic vascular disease. J Biol Eng 2023; 17:13. [PMID: 36797776 PMCID: PMC9936669 DOI: 10.1186/s13036-023-00330-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/06/2023] [Indexed: 02/18/2023] Open
Abstract
Ischemic vascular disease is a major healthcare problem. The keys to treatment lie in vascular regeneration and restoration of perfusion. However, current treatments cannot satisfy the need for vascular regeneration to restore blood circulation. As biomedical research has evolved rapidly, a variety of potential alternative therapeutics has been explored widely, such as growth factor-based therapy, cell-based therapy, and material-based therapy including nanomedicine and biomaterials. This review will comprehensively describe the main pathogenesis of vascular injury in ischemic vascular disease, the therapeutic function of the above three treatment strategies, the corresponding potential challenges, and future research directions.
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Affiliation(s)
- Xinyue Chen
- grid.412455.30000 0004 1756 5980The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006 Jiangxi China
| | - Wenlu Yu
- grid.260463.50000 0001 2182 8825School of Ophthalmology and Optometry of Nanchang University, Nanchang, 330006 China
| | - Jing Zhang
- grid.412455.30000 0004 1756 5980Department of Anesthesiology, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006 Jiangxi China
| | - Xiao Fan
- grid.412455.30000 0004 1756 5980Department of Anesthesiology, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006 Jiangxi China
| | - Xiao Liu
- grid.412536.70000 0004 1791 7851Department of Cardiovascular Medicine, The Second Affiliated Hospital of Sun Yat Sen University, Guangzhou, 51000 Guangdong China
| | - Qi Liu
- grid.416470.00000 0004 4656 4290Wafic Said Molecular Cardiology Research Laboratory, The Texas Heart Institute, Houston, TX USA
| | - Su Pan
- grid.416470.00000 0004 4656 4290Wafic Said Molecular Cardiology Research Laboratory, The Texas Heart Institute, Houston, TX USA
| | - Richard A. F. Dixon
- grid.416470.00000 0004 4656 4290Wafic Said Molecular Cardiology Research Laboratory, The Texas Heart Institute, Houston, TX USA
| | - Pengyang Li
- grid.224260.00000 0004 0458 8737Division of Cardiology, Pauley Heart Center, Virginia Commonwealth University, Richmond, VA USA
| | - Peng Yu
- The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, Jiangxi, China. .,Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, 330006, China.
| | - Ao Shi
- School of Medicine, St. George University of London, London, UK. .,School of Medicine, University of Nicosia, Nicosia, Cyprus.
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