1
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Silva-Sousa T, Usuda JN, Al-Arawe N, Frias F, Hinterseher I, Catar R, Luecht C, Riesner K, Hackel A, Schimke LF, Dias HD, Filgueiras IS, Nakaya HI, Camara NOS, Fischer S, Riemekasten G, Ringdén O, Penack O, Winkler T, Duda G, Fonseca DLM, Cabral-Marques O, Moll G. The global evolution and impact of systems biology and artificial intelligence in stem cell research and therapeutics development: a scoping review. Stem Cells 2024; 42:929-944. [PMID: 39230167 DOI: 10.1093/stmcls/sxae054] [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: 06/13/2024] [Accepted: 08/07/2024] [Indexed: 09/05/2024]
Abstract
Advanced bioinformatics analysis, such as systems biology (SysBio) and artificial intelligence (AI) approaches, including machine learning (ML) and deep learning (DL), is increasingly present in stem cell (SC) research. An approximate timeline on these developments and their global impact is still lacking. We conducted a scoping review on the contribution of SysBio and AI analysis to SC research and therapy development based on literature published in PubMed between 2000 and 2024. We identified an 8 to 10-fold increase in research output related to all 3 search terms between 2000 and 2021, with a 10-fold increase in AI-related production since 2010. Use of SysBio and AI still predominates in preclinical basic research with increasing use in clinically oriented translational medicine since 2010. SysBio- and AI-related research was found all over the globe, with SysBio output led by the (US, n = 1487), (UK, n = 1094), Germany (n = 355), The Netherlands (n = 339), Russia (n = 215), and France (n = 149), while for AI-related research the US (n = 853) and UK (n = 258) take a strong lead, followed by Switzerland (n = 69), The Netherlands (n = 37), and Germany (n = 19). The US and UK are most active in SCs publications related to AI/ML and AI/DL. The prominent use of SysBio in ESC research was recently overtaken by prominent use of AI in iPSC and MSC research. This study reveals the global evolution and growing intersection among AI, SysBio, and SC research over the past 2 decades, with substantial growth in all 3 fields and exponential increases in AI-related research in the past decade.
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Affiliation(s)
- Thayna Silva-Sousa
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, 16816 Neuruppin, Germany
- Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, 14476 Potsdam, Germany
| | - Júlia Nakanishi Usuda
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, 16816 Neuruppin, Germany
- Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, 14476 Potsdam, Germany
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo (SP), Brazil
| | - Nada Al-Arawe
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, 16816 Neuruppin, Germany
- Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, 14476 Potsdam, Germany
- Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Francisca Frias
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, 16816 Neuruppin, Germany
- Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, 14476 Potsdam, Germany
| | - Irene Hinterseher
- Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, 16816 Neuruppin, Germany
- Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, 14476 Potsdam, Germany
- Vascular Surgery, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Rusan Catar
- Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Christian Luecht
- Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Katarina Riesner
- Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Alexander Hackel
- Clinic for Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, 23538 Lübeck, Germany
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, USP, SP, Brazil
| | - Haroldo Dutra Dias
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, SP, Brazil
| | | | - Helder I Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo (SP), Brazil
- Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo (SP), Brazil
| | - Niels Olsen Saraiva Camara
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo (SP), Brazil
| | - Stefan Fischer
- Clinic for Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, 23538 Lübeck, Germany
| | - Gabriela Riemekasten
- Clinic for Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, 23538 Lübeck, Germany
| | - Olle Ringdén
- Division of Pediatrics, Department of CLINTEC, Karolinska Institutet, Stockholm, Sweden
| | - Olaf Penack
- Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Tobias Winkler
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Georg Duda
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
| | - Dennyson Leandro M Fonseca
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, SP, Brazil
| | - Otávio Cabral-Marques
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo (SP), Brazil
- Department of Immunology, Institute of Biomedical Sciences, USP, SP, Brazil
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, SP, Brazil
- Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo (SP), Brazil
- D'OR Institute Research and Education, SP, Brazil
| | - Guido Moll
- BIH Center for Regenerative Therapies (BCRT), Charité Universitätzsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health (BIH), 10117 Berlin, Germany
- Julius Wolff Institute (JWI), Charité Universitätzsmedizin, 10117 Berlin, Germany
- Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätzsmedizin, 10117 Berlin, Germany
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2
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Al Mamun A, Shao C, Geng P, Wang S, Xiao J. The Mechanism of Pyroptosis and Its Application Prospect in Diabetic Wound Healing. J Inflamm Res 2024; 17:1481-1501. [PMID: 38463193 PMCID: PMC10924950 DOI: 10.2147/jir.s448693] [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: 11/17/2023] [Accepted: 02/13/2024] [Indexed: 03/12/2024] Open
Abstract
Pyroptosis defines a form of pro-inflammatory-dependent programmed cell death triggered by gasdermin proteins, which creates cytoplasmic pores and promotes the activation and accumulation of immune cells by releasing several pro-inflammatory mediators and immunogenic substances upon cell rupture. Pyroptosis comprises canonical (mediated by Caspase-1) and non-canonical (mediated by Caspase-4/5/11) molecular signaling pathways. Numerous studies have explored the contributory roles of inflammasome and pyroptosis in the progression of multiple pathological conditions such as tumors, nerve injury, inflammatory diseases and metabolic disorders. Accumulating evidence indicates that the activation of the NOD-like receptor thermal protein domain associated protein 3 (NLRP3) inflammasome results in the activation of pyroptosis and inflammation. Current evidence suggests that pyroptosis-dependent cell death plays a progressive role in the development of diabetic complications including diabetic wound healing (DWH) and diabetic foot ulcers (DFUs). This review presents a brief overview of the molecular mechanisms underlying pyroptosis and addresses the current research on pyroptosis-dependent signaling pathways in the context of DWH. In this review, we also present some prospective therapeutic compounds/agents that can target pyroptotic signaling pathways, which may serve as new strategies for the effective treatment and management of diabetic wounds.
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Affiliation(s)
- Abdullah Al Mamun
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
- Molecular Pharmacology Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
| | - Chuxiao Shao
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Peiwu Geng
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Shuanghu Wang
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Jian Xiao
- Molecular Pharmacology Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
- Department of Wound Healing, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
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3
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Jakovija A, Chtanova T. Skin immunity in wound healing and cancer. Front Immunol 2023; 14:1060258. [PMID: 37398649 PMCID: PMC10312005 DOI: 10.3389/fimmu.2023.1060258] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 05/24/2023] [Indexed: 07/04/2023] Open
Abstract
The skin is the body's largest organ. It serves as a barrier to pathogen entry and the first site of immune defense. In the event of a skin injury, a cascade of events including inflammation, new tissue formation and tissue remodeling contributes to wound repair. Skin-resident and recruited immune cells work together with non-immune cells to clear invading pathogens and debris, and guide the regeneration of damaged host tissues. Disruption to the wound repair process can lead to chronic inflammation and non-healing wounds. This, in turn, can promote skin tumorigenesis. Tumors appropriate the wound healing response as a way of enhancing their survival and growth. Here we review the role of resident and skin-infiltrating immune cells in wound repair and discuss their functions in regulating both inflammation and development of skin cancers.
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Affiliation(s)
- Arnolda Jakovija
- Immunity Theme, Garvan Institute of Medical Research, Sydney, Australia
- St. Vincent’s School of Medicine, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Tatyana Chtanova
- Immunity Theme, Garvan Institute of Medical Research, Sydney, Australia
- School of Biotechnology and Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney, Australia
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4
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Pooled evidence from preclinical and clinical studies for stem cell-based therapy in ARDS and COVID-19. Mol Cell Biochem 2022; 478:1487-1518. [PMID: 36394787 DOI: 10.1007/s11010-022-04601-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/24/2022] [Indexed: 11/18/2022]
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5
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Arjmand B, Alavi-Moghadam S, Parhizkar Roudsari P, Rezaei-Tavirani M, Rahim F, Gilany K, Mohamadi-Jahani F, Adibi H, Larijani B. COVID-19 Pathology on Various Organs and Regenerative Medicine and Stem Cell-Based Interventions. Front Cell Dev Biol 2021; 9:675310. [PMID: 34195193 PMCID: PMC8238122 DOI: 10.3389/fcell.2021.675310] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 05/03/2021] [Indexed: 12/14/2022] Open
Abstract
Severe acute respiratory syndrome-coronavirus 2, a novel betacoronavirus, has caused the global outbreak of a contagious infection named coronavirus disease-2019. Severely ill subjects have shown higher levels of pro-inflammatory cytokines. Cytokine storm is the term that can be used for a systemic inflammation leading to the production of inflammatory cytokines and activation of immune cells. In coronavirus disease-2019 infection, a cytokine storm contributes to the mortality rate of the disease and can lead to multiple-organ dysfunction syndrome through auto-destructive responses of systemic inflammation. Direct effects of the severe acute respiratory syndrome associated with infection as well as hyperinflammatory reactions are in association with disease complications. Besides acute respiratory distress syndrome, functional impairments of the cardiovascular system, central nervous system, kidneys, liver, and several others can be mentioned as the possible consequences. In addition to the current therapeutic approaches for coronavirus disease-2019, which are mostly supportive, stem cell-based therapies have shown the capacity for controlling the inflammation and attenuating the cytokine storm. Therefore, after a brief review of novel coronavirus characteristics, this review aims to explain the effects of coronavirus disease-2019 cytokine storm on different organs of the human body. The roles of stem cell-based therapies on attenuating cytokine release syndrome are also stated.
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Affiliation(s)
- Babak Arjmand
- Cell Therapy and Regenerative Medicine Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sepideh Alavi-Moghadam
- Cell Therapy and Regenerative Medicine Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Peyvand Parhizkar Roudsari
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Fakher Rahim
- Health Research Institute, Thalassemia and Hemoglobinopathies Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Kambiz Gilany
- Reproductive Immunology Research Center, Avicenna Research Institute, The Academic Center for Education, Culture and Research (ACECR), Tehran, Iran
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
- Department of Integrative Oncology, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Fereshteh Mohamadi-Jahani
- Brain and Spinal Cord Injury Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Adibi
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Bagher Larijani
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
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6
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Klontzas ME, Kakkos GA, Papadakis GZ, Marias K, Karantanas AH. Advanced clinical imaging for the evaluation of stem cell based therapies. Expert Opin Biol Ther 2021; 21:1253-1264. [PMID: 33576278 DOI: 10.1080/14712598.2021.1890711] [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] [Indexed: 12/20/2022]
Abstract
Introduction: As stem cell treatments reach closer to the clinic, the need for appropriate noninvasive imaging for accurate disease diagnosis, treatment planning, follow-up, and early detection of complications, is constantly rising. Clinical radiology affords an extensive arsenal of advanced imaging techniques, to provide anatomical and functional information on the whole spectrum of stem cell treatments from diagnosis to follow-up.Areas covered: This manuscript aims at providing a critical review of major published studies on the utilization of advanced imaging for stem cell treatments. Uses of magnetic resonance imaging (MRI), computed tomography (CT), ultrasound, and positron emission tomography (PET) are reviewed and interrogated for their applicability to stem cell imaging.Expert opinion: A wide spectrum of imaging methods have been utilized for the evaluation of stem cell therapies. The majority of published techniques are not clinically applicable, using methods exclusively applicable to animals or technology irrelevant to current clinical practice. Harmonization of preclinical methods with clinical reality is necessary for the timely translation of stem cell therapies to the clinic. Methods such as diffusion weighted MRI, hybrid imaging, and contrast-enhanced ultrasound hold great promise and should be routinely incorporated in the evaluation of patients receiving stem cell treatments.
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Affiliation(s)
- Michail E Klontzas
- Department of Medical Imaging, University Hospital of Heraklion, Crete, Greece.,Advanced Hybrid Imaging Systems, Institute of Computer Science, Foundation for Research and Technology (FORTH), Heraklion, Crete, Greece
| | - George A Kakkos
- Department of Medical Imaging, University Hospital of Heraklion, Crete, Greece
| | - Georgios Z Papadakis
- Advanced Hybrid Imaging Systems, Institute of Computer Science, Foundation for Research and Technology (FORTH), Heraklion, Crete, Greece.,Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), Heraklion, Crete, Greece.,Department of Radiology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Kostas Marias
- Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), Heraklion, Crete, Greece.,Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece
| | - Apostolos H Karantanas
- Department of Medical Imaging, University Hospital of Heraklion, Crete, Greece.,Advanced Hybrid Imaging Systems, Institute of Computer Science, Foundation for Research and Technology (FORTH), Heraklion, Crete, Greece.,Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), Heraklion, Crete, Greece.,Department of Radiology, School of Medicine, University of Crete, Heraklion, Crete, Greece
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7
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Stem Cells and Hydrogels for Liver Tissue Engineering: Synergistic Cure for Liver Regeneration. Stem Cell Rev Rep 2020; 16:1092-1104. [DOI: 10.1007/s12015-020-10060-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/12/2020] [Indexed: 02/06/2023]
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8
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Microfluidic single-cell transcriptional analysis rationally identifies novel surface marker profiles to enhance cell-based therapies. Nat Commun 2016; 7:11945. [PMID: 27324848 PMCID: PMC5512622 DOI: 10.1038/ncomms11945] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Accepted: 05/16/2016] [Indexed: 12/17/2022] Open
Abstract
Current progenitor cell therapies have only modest efficacy, which has limited their clinical adoption. This may be the result of a cellular heterogeneity that decreases the number of functional progenitors delivered to diseased tissue, and prevents correction of underlying pathologic cell population disruptions. Here, we develop a high-resolution method of identifying phenotypically distinct progenitor cell subpopulations via single-cell transcriptional analysis and advanced bioinformatics. When combined with high-throughput cell surface marker screening, this approach facilitates the rational selection of surface markers for prospective isolation of cell subpopulations with desired transcriptional profiles. We establish the usefulness of this platform in costly and highly morbid diabetic wounds by identifying a subpopulation of progenitor cells that is dysfunctional in the diabetic state, and normalizes diabetic wound healing rates following allogeneic application. We believe this work presents a logical framework for the development of targeted cell therapies that can be customized to any clinical application. Unrecognized progenitor cell perturbations underlying a disease state may limit the efficacy of cell therapies. Here, the authors use high-throughput, single-cell transcriptional analysis to identify disease-specific cellular alterations and prospectively isolate restorative cell subpopulations.
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9
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Duscher D, Atashroo D, Maan ZN, Luan A, Brett EA, Barrera J, Khong SM, Zielins ER, Whittam AJ, Hu MS, Walmsley GG, Pollhammer MS, Schmidt M, Schilling AF, Machens HG, Huemer GM, Wan DC, Longaker MT, Gurtner GC. Ultrasound-Assisted Liposuction Does Not Compromise the Regenerative Potential of Adipose-Derived Stem Cells. Stem Cells Transl Med 2015; 5:248-57. [PMID: 26702129 PMCID: PMC4729547 DOI: 10.5966/sctm.2015-0064] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 10/28/2015] [Indexed: 01/19/2023] Open
Abstract
The regenerative abilities of adipose-derived mesenchymal stem cells (ASCs) harvested via a third-generation ultrasound-assisted liposuction (UAL) device versus ASCs obtained via standard suction-assisted lipoaspiration were evaluated. ASC yield and viability, and expression of most osteogenic, adipogenic, and key regenerative genes were equivalent between the two methods. Cells harvested via UAL showed comparable abilities to enhance cutaneous regeneration and appear suitable for cell therapy and tissue engineering applications. Human mesenchymal stem cells (MSCs) have recently become a focus of regenerative medicine, both for their multilineage differentiation capacity and their excretion of proregenerative cytokines. Adipose-derived mesenchymal stem cells (ASCs) are of particular interest because of their abundance in fat tissue and the ease of harvest via liposuction. However, little is known about the impact of different liposuction methods on the functionality of ASCs. Here we evaluate the regenerative abilities of ASCs harvested via a third-generation ultrasound-assisted liposuction (UAL) device versus ASCs obtained via standard suction-assisted lipoaspiration (SAL). Lipoaspirates were sorted using fluorescent assisted cell sorting based on an established surface-marker profile (CD34+/CD31−/CD45−), to obtain viable ASCs. Yield and viability were compared and the differentiation capacities of the ASCs were assessed. Finally, the regenerative potential of ASCs was examined using an in vivo model of tissue regeneration. UAL- and SAL-derived samples demonstrated equivalent ASC yield and viability, and UAL ASCs were not impaired in their osteogenic, adipogenic, or chondrogenic differentiation capacity. Equally, quantitative real-time polymerase chain reaction showed comparable expression of most osteogenic, adipogenic, and key regenerative genes between both ASC groups. Cutaneous regeneration and neovascularization were significantly enhanced in mice treated with ASCs obtained by either UAL or SAL compared with controls, but there were no significant differences in healing between cell-therapy groups. We conclude that UAL is a successful method of obtaining fully functional ASCs for regenerative medicine purposes. Cells harvested with this alternative approach to liposuction are suitable for cell therapy and tissue engineering applications. Significance Adipose-derived mesenchymal stem cells (ASCs) are an appealing source of therapeutic progenitor cells because of their multipotency, diverse cytokine profile, and ease of harvest via liposuction. Alternative approaches to classical suction-assisted liposuction are gaining popularity; however, little evidence exists regarding the impact of different liposuction methods on the regenerative functionality of ASCs. Human ASC characteristics and regenerative capacity were assessed when harvested via ultrasound-assisted (UAL) versus standard suction-assisted liposuction. ASCs obtained via UAL were of equal quality when directly compared with the current gold standard harvest method. UAL is an adjunctive source of fully functional mesenchymal stem cells for applications in basic research and clinical therapy.
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Affiliation(s)
- Dominik Duscher
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA Section of Plastic, Aesthetic and Reconstructive Surgery, Johannes Kepler University, Linz, Austria Department of Plastic Surgery and Hand Surgery, Technical University Munich, Munich, Germany
| | - David Atashroo
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Zeshaan N Maan
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Anna Luan
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Elizabeth A Brett
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Janos Barrera
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Sacha M Khong
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Elizabeth R Zielins
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Alexander J Whittam
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Michael S Hu
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Graham G Walmsley
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA Institute for Stem Cell Biology and Regenerative Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - Michael S Pollhammer
- Section of Plastic, Aesthetic and Reconstructive Surgery, Johannes Kepler University, Linz, Austria
| | - Manfred Schmidt
- Section of Plastic, Aesthetic and Reconstructive Surgery, Johannes Kepler University, Linz, Austria
| | - Arndt F Schilling
- Department of Plastic Surgery and Hand Surgery, Technical University Munich, Munich, Germany
| | - Hans-Günther Machens
- Department of Plastic Surgery and Hand Surgery, Technical University Munich, Munich, Germany
| | - Georg M Huemer
- Section of Plastic, Aesthetic and Reconstructive Surgery, Johannes Kepler University, Linz, Austria
| | - Derrick C Wan
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Michael T Longaker
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA Institute for Stem Cell Biology and Regenerative Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - Geoffrey C Gurtner
- Hagey Laboratory for Pediatric Regenerative Medicine, Division of Plastic Surgery, School of Medicine, Stanford University, Stanford, California, USA
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Mottaghitalab F, Hosseinkhani H, Shokrgozar MA, Mao C, Yang M, Farokhi M. Silk as a potential candidate for bone tissue engineering. J Control Release 2015; 215:112-28. [DOI: 10.1016/j.jconrel.2015.07.031] [Citation(s) in RCA: 110] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 07/28/2015] [Accepted: 07/29/2015] [Indexed: 02/07/2023]
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Fishman JM, Wormald JCR, Lowdell MW, Coppi PDE, Birchall MA. Operating RegenMed: development of better in-theater strategies for handling tissue-engineered organs and tissues. Regen Med 2014; 9:785-91. [PMID: 25431914 DOI: 10.2217/rme.14.46] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Tissue engineering ex vivo and direct cellular application with bioscaffolds in vivo has allowed surgeons to restore and establish function throughout the human body. The evidence for regenerative surgery is growing, and consequently there is a need for the development of more advanced regenerative surgery facilities. Regenerative medicine in the surgical field is changing rapidly and this must be reflected in the design of any future operating suite. The theater environment needs to be highly adaptable to account for future significant advances within the field. Development of purpose built, combined operating suites and tissue-engineering laboratories will provide the facility for modern surgeons to treat patients with organ deficits, using bespoke, regenerated constructs without the need for immunosuppression.
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Zielins ER, Atashroo DA, Maan ZN, Duscher D, Walmsley GG, Hu M, Senarath-Yapa K, McArdle A, Tevlin R, Wearda T, Paik KJ, Duldulao C, Hong WX, Gurtner GC, Longaker MT. Wound healing: an update. Regen Med 2014; 9:817-30. [DOI: 10.2217/rme.14.54] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Wounds, both chronic and acute, continue to be a tremendous socioeconomic burden. As such, technologies drawn from many disciplines within science and engineering are constantly being incorporated into innovative wound healing therapies. While many of these therapies are experimental, they have resulted in new insights into the pathophysiology of wound healing, and in turn the development of more specialized treatments for both normal and abnormal wound healing states. Herein, we review some of the emerging technologies that are currently being developed to aid and improve wound healing after cutaneous injury.
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Affiliation(s)
- Elizabeth R Zielins
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - David A Atashroo
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Zeshaan N Maan
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Dominik Duscher
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Graham G Walmsley
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Michael Hu
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
- Department of Surgery, John A Burns School of Medicine, University of Hawai'i, Honolulu, HI
| | - Kshemendra Senarath-Yapa
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Adrian McArdle
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Ruth Tevlin
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Taylor Wearda
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Kevin J Paik
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Christopher Duldulao
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Wan Xing Hong
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
- University of Central Florida College of Medicine, Orlando, FL, USA
| | - Geoffrey C Gurtner
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
| | - Michael T Longaker
- Hagey Laboratory for Pediatric Regenerative Medicine, Department of Surgery, Division of Plastic Surgery, Stanford University School of Medicine, 257 Campus Drive, Stanford, CA 94305–5148, USA
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Elhami E, Dietz B, Xiang B, Deng J, Wang F, Chi C, Goertzen AL, Mzengeza S, Freed D, Arora RC, Tian G. Assessment of three techniques for delivering stem cells to the heart using PET and MR imaging. EJNMMI Res 2013; 3:72. [PMID: 24165377 PMCID: PMC3818979 DOI: 10.1186/2191-219x-3-72] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Accepted: 10/08/2013] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Stem cell therapy has a promising potential for the curing of various degenerative diseases, including congestive heart failure (CHF). In this study, we determined the efficacy of different delivery methods for stem cell administration to the heart for the treatment of CHF. Both positron emission tomography (PET) and magnetic resonance imaging (MRI) were utilized to assess the distribution of delivered stem cells. METHODS Adipose-derived stem cells of male rats were labeled with super-paramagnetic iron oxide (SPIO) and 18 F-fluorodeoxyglucose (FDG). The left anterior descending coronary artery (LAD) of the female rats was occluded to induce acute ischemic myocardial injury. Immediately after the LAD occlusion, the double-labeled stem cells were injected into the ischemic myocardium (n = 5), left ventricle (n = 5), or tail vein (n = 4). In another group of animals (n = 3), the stem cells were injected directly into the infarct rim 1 week after the LAD occlusion. Whole-body PET images and MR images were acquired to determine biodistribution of the stem cells. After the imaging, the animals were euthanized and retention of the stem cells in the vital organs was determined by measuring the cDNA specific to the Y chromosome. RESULTS PET images showed that retention of the stem cells in the ischemic myocardium was dependent on the cell delivery method. The tail vein injection resulted in the least cell retention in the heart (1.2% ± 0.6% of total injected cells). Left ventricle injection led to 3.5% ± 0.9% cell retention and direct myocardial injection resulted in the highest rate of cell retention (14% ± 4%) in the heart. In the animals treated 1 week after the LAD occlusion, rate of cell retention in the heart was only 4.5% ±1.1%, suggesting that tissue injury has a negative impact on cell homing. In addition, there was a good agreement between the results obtained through PET-MR imaging and histochemical measurements. CONCLUSION PET-MR imaging is a reliable technique for noninvasive tracking of implanted stem cells in vivo. Direct injection of stem cells into the myocardium is the most effective way for cell transplantation to the heart in heart failure models.
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Affiliation(s)
- Esmat Elhami
- Department of Physics, University of Winnipeg, 515 Portage Avenue, Winnipeg MB R3B 2E9, Canada
| | - Bryson Dietz
- Department of Physics & Astronomy, University of Manitoba, Winnipeg, Canada
| | - Bo Xiang
- National Research Council of Canada, 435 Ellice Ave, Winnipeg MB R3B 1Y6, Canada
| | - Jixian Deng
- National Research Council of Canada, 435 Ellice Ave, Winnipeg MB R3B 1Y6, Canada
| | - Fei Wang
- National Research Council of Canada, 435 Ellice Ave, Winnipeg MB R3B 1Y6, Canada
| | - Chao Chi
- National Research Council of Canada, 435 Ellice Ave, Winnipeg MB R3B 1Y6, Canada
| | - Andrew L Goertzen
- Department of Physics & Astronomy, University of Manitoba, Winnipeg, Canada
- Department of Radiology, University of Manitoba, Winnipeg, Canada
| | | | - Darren Freed
- Cardiac Sciences Program, Institute of Cardiovascular Sciences, St. Boniface General Hospital, 351 Tache Ave, Winnipeg, Manitoba R2H 2A6, Canada
| | - Rakesh C Arora
- Cardiac Sciences Program, Institute of Cardiovascular Sciences, St. Boniface General Hospital, 351 Tache Ave, Winnipeg, Manitoba R2H 2A6, Canada
| | - Ganghong Tian
- National Research Council of Canada, 435 Ellice Ave, Winnipeg MB R3B 1Y6, Canada
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