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Kandula AKR, Phamornratanakun T, Gomez AH, El-Mokahal M, Ma Z, Feng Y, Yang H. Generative AI for Cell Type-Specific Fluorescence Image Generation of hPSC-derived Cardiac Organoid. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.15.575724. [PMID: 39149331 PMCID: PMC11326121 DOI: 10.1101/2024.01.15.575724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Human pluripotent stem cell (hPSC)-derived cardiac organoid is the most recent three-dimensional tissue structure that mimics the structure and functionality of the human heart and plays a pivotal role in modeling heart development and disease. The hPSC-derived cardiac organoids are commonly characterized by bright-field microscopic imaging for tracking daily organoid differentiation and morphology formation. Although the brightfield microscope provides essential information about hPSC-derived cardiac organoids, such as morphology, size, and general structure, it does not extend our understanding of cardiac organoids on cell type-specific distribution and structure. Then, fluorescence microscopic imaging is required to identify the specific cardiovascular cell types in the hPSC-derived cardiac organoids by fluorescence immunostaining fixed organoid samples or fluorescence reporter imaging of live organoids. Both approaches require extra steps of experiments and techniques and do not provide general information on hPSC-derived cardiac organoids from different batches of differentiation and characterization, which limits the biomedical applications of hPSC-derived cardiac organoids. This research addresses this limitation by proposing a comprehensive workflow for colorizing phase contrast images of cardiac organoids from brightfield microscopic imaging using conditional Generative Adversarial Networks (GANs) to provide cardiovascular cell type-specific information in hPSC-derived cardiac organoids. By infusing these phase contrast images with accurate fluorescence colorization, our approach aims to unlock the hidden wealth of cell type, structure, and further quantifications of fluorescence intensity and area, for better characterizing hPSC-derived cardiac organoids.
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Affiliation(s)
- Arun Kumar Reddy Kandula
- Department of Biomedical Engineering, University of North Texas, Denton TX, USA
- Department of Computer Science & Engineering, University of North Texas, Denton TX, USA
| | - Tanakit Phamornratanakun
- Department of Biomedical Engineering, University of North Texas, Denton TX, USA
- Department of Computer Science & Engineering, University of North Texas, Denton TX, USA
| | | | - Marcel El-Mokahal
- Department of Biomedical Engineering, University of North Texas, Denton TX, USA
| | - Zhen Ma
- Department of Biomedical & Chemical Engineering, Syracuse University, Syracuse NY, USA
- BioInspired Syracuse Institute for Material and Living Systems, Syracuse University, Syracuse NY, USA
| | - Yunhe Feng
- Department of Computer Science & Engineering, University of North Texas, Denton TX, USA
| | - Huaxiao Yang
- Department of Biomedical Engineering, University of North Texas, Denton TX, USA
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2
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Bellon A. Comparing stem cells, transdifferentiation and brain organoids as tools for psychiatric research. Transl Psychiatry 2024; 14:127. [PMID: 38418498 PMCID: PMC10901833 DOI: 10.1038/s41398-024-02780-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 01/08/2024] [Accepted: 01/12/2024] [Indexed: 03/01/2024] Open
Abstract
The inaccessibility of neurons coming directly from patients has hindered our understanding of mental illnesses at the cellular level. To overcome this obstacle, six different cellular approaches that carry the genetic vulnerability to psychiatric disorders are currently available: Olfactory Neuroepithelial Cells, Mesenchymal Stem Cells, Pluripotent Monocytes, Induced Pluripotent Stem Cells, Induced Neuronal cells and more recently Brain Organoids. Here we contrast advantages and disadvantages of each of these six cell-based methodologies. Neuronal-like cells derived from pluripotent monocytes are presented in more detail as this technique was recently used in psychiatry for the first time. Among the parameters used for comparison are; accessibility, need for reprograming, time to deliver differentiated cells, differentiation efficiency, reproducibility of results and cost. We provide a timeline on the discovery of these cell-based methodologies, but, our main goal is to assist researchers selecting which cellular approach is best suited for any given project. This manuscript also aims to help readers better interpret results from the published literature. With this goal in mind, we end our work with a discussion about the differences and similarities between cell-based techniques and postmortem research, the only currently available tools that allow the study of mental illness in neurons or neuronal-like cells coming directly from patients.
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Affiliation(s)
- Alfredo Bellon
- Penn State Hershey Medical Center, Department of Psychiatry and Behavioral Health, Hershey, PA, USA.
- Penn State Hershey Medical Center, Department of Pharmacology, Hershey, PA, USA.
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3
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Spatio-temporal dynamics enhance cellular diversity, neuronal function and further maturation of human cerebral organoids. Commun Biol 2023; 6:173. [PMID: 36788328 PMCID: PMC9926461 DOI: 10.1038/s42003-023-04547-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 02/02/2023] [Indexed: 02/16/2023] Open
Abstract
The bioengineerined and whole matured human brain organoids stand as highly valuable three-dimensional in vitro brain-mimetic models to recapitulate in vivo brain development, neurodevelopmental and neurodegenerative diseases. Various instructive signals affecting multiple biological processes including morphogenesis, developmental stages, cell fate transitions, cell migration, stem cell function and immune responses have been employed for generation of physiologically functional cerebral organoids. However, the current approaches for maturation require improvement for highly harvestable and functional cerebral organoids with reduced batch-to-batch variabilities. Here, we demonstrate two different engineering approaches, the rotating cell culture system (RCCS) microgravity bioreactor and a newly designed microfluidic platform (µ-platform) to improve harvestability, reproducibility and the survival of high-quality cerebral organoids and compare with those of traditional spinner and shaker systems. RCCS and µ-platform organoids have reached ideal sizes, approximately 95% harvestability, prolonged culture time with Ki-67 + /CD31 + /β-catenin+ proliferative, adhesive and endothelial-like cells and exhibited enriched cellular diversity (abundant neural/glial/ endothelial cell population), structural brain morphogenesis, further functional neuronal identities (glutamate secreting glutamatergic, GABAergic and hippocampal neurons) and synaptogenesis (presynaptic-postsynaptic interaction) during whole human brain development. Both organoids expressed CD11b + /IBA1 + microglia and MBP + /OLIG2 + oligodendrocytes at high levels as of day 60. RCCS and µ-platform organoids showing high levels of physiological fidelity a high level of physiological fidelity can serve as functional preclinical models to test new therapeutic regimens for neurological diseases and benefit from multiplexing.
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4
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Establishment and characterization of human pluripotent stem cells-derived brain organoids to model cerebellar diseases. Sci Rep 2022; 12:12513. [PMID: 35869235 PMCID: PMC9307606 DOI: 10.1038/s41598-022-16369-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/08/2022] [Indexed: 11/09/2022] Open
Abstract
The establishment of robust human brain organoids to model cerebellar diseases is essential to study new therapeutic strategies for cerebellum-associated disorders. Machado-Joseph disease (MJD) is a cerebellar hereditary neurodegenerative disease, without therapeutic options able to prevent the disease progression. In the present work, control and MJD induced-pluripotent stem cells were used to establish human brain organoids. These organoids were characterized regarding brain development, cell type composition, and MJD-associated neuropathology markers, to evaluate their value for cerebellar diseases modeling. Our data indicate that the organoids recapitulated, to some extent, aspects of brain development, such as astroglia emerging after neurons and the presence of ventricular-like zones surrounded by glia and neurons that are found only in primate brains. Moreover, the brain organoids presented markers of neural progenitors proliferation, neuronal differentiation, inhibitory and excitatory synapses, and firing neurons. The established brain organoids also exhibited markers of cerebellar neurons progenitors and mature cerebellar neurons. Finally, MJD brain organoids showed higher ventricular-like zone numbers, an indication of lower maturation, and an increased number of ataxin-3-positive aggregates, compared with control organoids. Altogether, our data indicate that the established organoids recapitulate important characteristics of human brain development and exhibit cerebellar features, constituting a resourceful tool for testing therapeutic approaches for cerebellar diseases.
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5
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Fan W, Christian KM, Song H, Ming GL. Applications of Brain Organoids for Infectious Diseases. J Mol Biol 2022; 434:167243. [PMID: 34536442 PMCID: PMC8810605 DOI: 10.1016/j.jmb.2021.167243] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 12/17/2022]
Abstract
Brain organoids are self-organized three-dimensional aggregates generated from pluripotent stem cells. They exhibit complex cell diversities and organized architectures that resemble human brain development ranging from neural tube formation, neuroepithelium differentiation, neurogenesis and gliogenesis, to neural circuit formation. Rapid advancements in brain organoid culture technologies have allowed researchers to generate more accurate models of human brain development and neurological diseases. These models also allow for direct investigation of pathological processes associated with infectious diseases affecting the nervous system. In this review, we first briefly summarize recent advancements in brain organoid methodologies and neurodevelopmental processes that can be effectively modeled by brain organoids. We then focus on applications of brain organoids to investigate the pathogenesis of neurotropic viral infection. Finally, we discuss limitations of the current brain organoid methodologies as well as applications of other organ specific organoids in the infectious disease research.
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Affiliation(s)
- Wenqiang Fan
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kimberly M Christian
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Hongjun Song
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Developmental and Cell Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Epigenetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. https://twitter.com/UPenn_SongMing
| | - Guo-Li Ming
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Developmental and Cell Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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6
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Su X, Yue P, Kong J, Xu X, Zhang Y, Cao W, Fan Y, Liu M, Chen J, Liu A, Bao F. Human Brain Organoids as an In Vitro Model System of Viral Infectious Diseases. Front Immunol 2022; 12:792316. [PMID: 35087520 PMCID: PMC8786735 DOI: 10.3389/fimmu.2021.792316] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 12/20/2021] [Indexed: 11/13/2022] Open
Abstract
Brain organoids, or brainoids, have shown great promise in the study of central nervous system (CNS) infection. Modeling Zika virus (ZIKV) infection in brain organoids may help elucidate the relationship between ZIKV infection and microcephaly. Brain organoids have been used to study the pathogenesis of SARS-CoV-2, human immunodeficiency virus (HIV), HSV-1, and other viral infections of the CNS. In this review, we summarize the advances in the development of viral infection models in brain organoids and their potential application for exploring mechanisms of viral infections of the CNS and in new drug development. The existing limitations are further discussed and the prospects for the development and application of brain organs are prospected.
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Affiliation(s)
- Xuan Su
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Pediatrics, The Affiliated Children Hospital, Kunming Medical University, Kunming, China
| | - Peng Yue
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, China
| | - Jing Kong
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, China
| | - Xin Xu
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Microbiology and Immunology, Kunming Medical University, Kunming, China
| | - Yu Zhang
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Microbiology and Immunology, Kunming Medical University, Kunming, China
| | - Wenjing Cao
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, China
| | - Yuxin Fan
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Microbiology and Immunology, Kunming Medical University, Kunming, China
| | - Meixiao Liu
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Microbiology and Immunology, Kunming Medical University, Kunming, China
| | - Jingjing Chen
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, China
| | - Aihua Liu
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, China
| | - Fukai Bao
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China.,Department of Microbiology and Immunology, Kunming Medical University, Kunming, China
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7
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Wolujewicz P, Steele JW, Kaltschmidt JA, Finnell RH, Ross ME. Unraveling the complex genetics of neural tube defects: From biological models to human genomics and back. Genesis 2021; 59:e23459. [PMID: 34713546 DOI: 10.1002/dvg.23459] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/08/2021] [Accepted: 09/17/2021] [Indexed: 12/11/2022]
Abstract
Neural tube defects (NTDs) are a classic example of preventable birth defects for which there is a proven-effective intervention, folic acid (FA); however, further methods of prevention remain unrealized. In the decades following implementation of FA nutritional fortification programs throughout at least 87 nations, it has become apparent that not all NTDs can be prevented by FA. In the United States, FA fortification only reduced NTD rates by 28-35% (Williams et al., 2015). As such, it is imperative that further work is performed to understand the risk factors associated with NTDs and their underlying mechanisms so that alternative prevention strategies can be developed. However, this is complicated by the sheer number of genes associated with neural tube development, the heterogeneity of observable phenotypes in human cases, the rareness of the disease, and the myriad of environmental factors associated with NTD risk. Given the complex genetic architecture underlying NTD pathology and the way in which that architecture interacts dynamically with environmental factors, further prevention initiatives will undoubtedly require precision medicine strategies that utilize the power of human genomics and modern tools for assessing genetic risk factors. Herein, we review recent advances in genomic strategies for discovering genetic variants associated with these defects, and new ways in which biological models, such as mice and cell culture-derived organoids, are leveraged to assess mechanistic functionality, the way these variants interact with other genetic or environmental factors, and their ultimate contribution to human NTD risk.
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Affiliation(s)
- Paul Wolujewicz
- Center for Neurogenetics, Feil Family Brain & Mind Research Institute, Weill Cornell Medicine, New York, New York, USA
| | - John W Steele
- Center for Precision Environmental Health, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Julia A Kaltschmidt
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Richard H Finnell
- Center for Precision Environmental Health, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA.,Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA.,Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Margaret Elizabeth Ross
- Center for Neurogenetics, Feil Family Brain & Mind Research Institute, Weill Cornell Medicine, New York, New York, USA
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8
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Unterholzner J, Millischer V, Wotawa C, Sawa A, Lanzenberger R. Making Sense of Patient-Derived iPSCs, Transdifferentiated Neurons, Olfactory Neuronal Cells, and Cerebral Organoids as Models for Psychiatric Disorders. Int J Neuropsychopharmacol 2021; 24:759-775. [PMID: 34216465 PMCID: PMC8538891 DOI: 10.1093/ijnp/pyab037] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 05/30/2021] [Accepted: 07/02/2021] [Indexed: 11/17/2022] Open
Abstract
The improvement of experimental models for disorders requires a constant approximation towards the dysregulated tissue. In psychiatry, where an impairment of neuronal structure and function is assumed to play a major role in disease mechanisms and symptom development, this approximation is an ongoing process implicating various fields. These include genetic, animal, and post-mortem studies. To test hypotheses generated through these studies, in vitro models using non-neuronal cells such as fibroblasts and lymphocytes have been developed. For brain network disorders, cells with neuronal signatures would, however, represent a more adequate tissue. Considering the limited accessibility of brain tissue, research has thus turned towards neurons generated from induced pluripotent stem cells as well as directly induced neurons, cerebral organoids, and olfactory neuroepithelium. Regarding the increasing importance and amount of research using these neuronal cells, this review aims to provide an overview of all these models to make sense of the current literature. The development of each model system and its use as a model for the various psychiatric disorder categories will be laid out. Also, advantages and limitations of each model will be discussed, including a reflection on implications and future perspectives.
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Affiliation(s)
- Jakob Unterholzner
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria
| | - Vincent Millischer
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria,Neurogenetics Unit, Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden,Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Christoph Wotawa
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria
| | - Akira Sawa
- Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA,Departments of Psychiatry, Neuroscience, Biomedical Engineering and Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rupert Lanzenberger
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria,Correspondence: Prof. Rupert Lanzenberger, MD, PD, NEUROIMAGING LABS (NIL) - PET, MRI, EEG, TMS & Chemical Lab, Department of Psychiatry and Psychotherapy, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria ()
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9
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Bonnard C, Navaratnam N, Ghosh K, Chan PW, Tan TT, Pomp O, Ng AYJ, Tohari S, Changede R, Carling D, Venkatesh B, Altunoglu U, Kayserili H, Reversade B. A loss-of-function NUAK2 mutation in humans causes anencephaly due to impaired Hippo-YAP signaling. J Exp Med 2021; 217:152044. [PMID: 32845958 PMCID: PMC7953732 DOI: 10.1084/jem.20191561] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 02/21/2020] [Accepted: 05/19/2020] [Indexed: 01/18/2023] Open
Abstract
Failure of neural tube closure during embryonic development can result in anencephaly, one of the most common birth defects in humans. A family with recurrent anencephalic fetuses was investigated to understand its etiology and pathogenesis. Exome sequencing revealed a recessive germline 21-bp in-frame deletion in NUAK2 segregating with the disease. In vitro kinase assays demonstrated that the 7–amino acid truncation in NUAK2, a serine/threonine kinase, completely abrogated its catalytic activity. Patient-derived disease models including neural progenitor cells and cerebral organoids showed that loss of NUAK2 activity led to decreased Hippo signaling via cytoplasmic YAP retention. In neural tube–like structures, endogenous NUAK2 colocalized apically with the actomyosin network, which was disrupted in patient cells, causing impaired nucleokinesis and apical constriction. Our results establish NUAK2 as an indispensable kinase for brain development in humans and suggest that a NUAK2-Hippo signaling axis regulates cytoskeletal processes that govern cell shape during neural tube closure.
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Affiliation(s)
- Carine Bonnard
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore
| | - Naveenan Navaratnam
- Medical Research Council London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital, London, UK
| | - Kakaly Ghosh
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore
| | - Puck Wee Chan
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore
| | - Thong Teck Tan
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore
| | - Oz Pomp
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore
| | - Alvin Yu Jin Ng
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Sumanty Tohari
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Rishita Changede
- Mechanobiology Institute, National University of Singapore, Singapore
| | - David Carling
- Medical Research Council London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital, London, UK
| | - Byrappa Venkatesh
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Paediatrics, National University of Singapore, Singapore
| | - Umut Altunoglu
- Medical Genetics Department, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey.,Medical Genetics Department, Koç University School of Medicine, Istanbul, Turkey
| | - Hülya Kayserili
- Medical Genetics Department, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey.,Medical Genetics Department, Koç University School of Medicine, Istanbul, Turkey
| | - Bruno Reversade
- Human Genetics and Embryology Laboratory, Institute of Medical Biology, Agency for Science, Technology and Research, Singapore.,Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Paediatrics, National University of Singapore, Singapore.,Medical Genetics Department, Koç University School of Medicine, Istanbul, Turkey
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10
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Blue R, Miranda SP, Gu BJ, Chen HI. A Primer on Human Brain Organoids for the Neurosurgeon. Neurosurgery 2021; 87:620-629. [PMID: 32421821 DOI: 10.1093/neuros/nyaa171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 04/06/2020] [Indexed: 12/30/2022] Open
Abstract
Human brain organoids emerged in 2013 as a technology that, unlike prior in Vitro neural models, recapitulates brain development with a high degree of spatial and temporal fidelity. As the platform matured with more accurate reproduction of cerebral architecture, brain organoids became increasingly valuable for studying both normal cortical neurogenesis and a variety of congenital human brain disorders. While the majority of research utilizing human brain organoids has been in the realm of basic science, clinical applications are forthcoming. These present and future translational efforts have the potential to make a considerable impact on the field of neurosurgery. For example, glioma organoids are already being used to study tumor biology and drug responses, and adaptation for the investigation of other neurosurgery-relevant diseases is underway. Moreover, organoids are being explored as a structured neural substrate for repairing brain circuitry. Thus, we believe it is important for our field to be aware and have an accurate understanding of this emerging technology. In this review, we describe the key characteristics of human brain organoids, review their relevant translational applications, and discuss the ethical implications of their use through a neurosurgical lens.
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Affiliation(s)
- Rachel Blue
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Stephen P Miranda
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ben Jiahe Gu
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - H Isaac Chen
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Institute for Regenerative Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
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11
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Pineau H, Sim VL. From Cell Culture to Organoids-Model Systems for Investigating Prion Strain Characteristics. Biomolecules 2021; 11:biom11010106. [PMID: 33466947 PMCID: PMC7830147 DOI: 10.3390/biom11010106] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/05/2021] [Accepted: 01/11/2021] [Indexed: 02/06/2023] Open
Abstract
Prion diseases are the hallmark protein folding neurodegenerative disease. Their transmissible nature has allowed for the development of many different cellular models of disease where prion propagation and sometimes pathology can be induced. This review examines the range of simple cell cultures to more complex neurospheres, organoid, and organotypic slice cultures that have been used to study prion disease pathogenesis and to test therapeutics. We highlight the advantages and disadvantages of each system, giving special consideration to the importance of strains when choosing a model and when interpreting results, as not all systems propagate all strains, and in some cases, the technique used, or treatment applied, can alter the very strain properties being studied.
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Affiliation(s)
- Hailey Pineau
- Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada;
- Centre for Prions and Protein Folding Diseases, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Valerie L. Sim
- Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada;
- Centre for Prions and Protein Folding Diseases, University of Alberta, Edmonton, AB T6G 2R3, Canada
- Correspondence:
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12
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Modulatory Effects of Autophagy on APP Processing as a Potential Treatment Target for Alzheimer's Disease. Biomedicines 2020; 9:biomedicines9010005. [PMID: 33374126 PMCID: PMC7824196 DOI: 10.3390/biomedicines9010005] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/22/2020] [Accepted: 12/22/2020] [Indexed: 12/13/2022] Open
Abstract
Alzheimer’s disease (AD) is characterized by the formation of intracellular aggregate composed of heavily phosphorylated tau protein and extracellular deposit of amyloid-β (Aβ) plaques derived from proteolysis cleavage of amyloid precursor protein (APP). Autophagy refers to the lysosomal-mediated degradation of cytoplasmic constituents, which plays a critical role in maintaining cellular homeostasis. Importantly, recent studies reported that dysregulation of autophagy is associated in the pathogenesis of AD, and therefore, autophagy modulation has gained attention as a promising approach to treat AD pathogenesis. In AD, both the maturation of autolysosomes and its retrograde transports have been obstructed, which causes the accumulation of autophagic vacuoles and eventually leads to degenerating and dystrophic neurites function. However, the mechanism of autophagy modulation in APP processing and its pathogenesis have not yet been fully elucidated in AD. In the early stage of AD, APP processing and Aβ accumulation-mediated autophagy facilitate the removal of toxic protein aggregates via mTOR-dependent and -independent pathways. In addition, a number of autophagy-related genes (Atg) and APP are thought to influence the development of AD, providing a bidirectional link between autophagy and AD pathology. In this review, we summarized the current observations related to autophagy regulation and APP processing in AD, focusing on their modulation associated with the AD progression. Moreover, we emphasizes the application of small molecules and natural compounds to modulate autophagy for the removal and clearance of APP and Aβ deposits in the pathological condition of AD.
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13
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Das D, Li J, Cheng L, Franco S, Mahairaki V. Human Forebrain Organoids from Induced Pluripotent Stem Cells: A Novel Approach to Model Repair of Ionizing Radiation-Induced DNA Damage in Human Neurons. Radiat Res 2020; 194:191-198. [PMID: 32845994 DOI: 10.1667/rr15567.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 04/30/2020] [Indexed: 11/03/2022]
Abstract
Human induced pluripotent stem cells (iPSCs) can generate virtually any cell type and therefore are applied to studies of organ development, disease modeling, drug screening and cell replacement therapy. Under proper culture conditions in vitro induced pluripotent stem cells (iPSCs) can be differentiated to form organ-like tissues, also known as "organoids", which resemble organs more closely than cells, in vivo. We hypothesized that human brain organoids can be used as an experimental model to study mechanisms underlying DNA repair in human neurons and their progenitors after radiation-induced DNA double-strand breaks (DSBs), the most severe form of DNA damage. To this end, we customized a protocol for brain organoid generation that is time efficient. These organoids recapitulate key features of human cortical neuron development, including a subventricular zone containing neural progenitors that mature to postmitotic cortical neurons. Using immunofluorescence to measure DNA DSB markers, such as γ-H2AX and 53BP1, we quantified the kinetics of DSB repair in neural progenitors within the subventricular zone for up to 24 h after a single 2 Gy dose of ionizing radiation. Our data on DNA repair in progenitor versus mature neurons indicate a similar timeline: both repair DNA DSBs which is mostly resolved by 18 h postirradiation. However, repair kinetics are more acute in progenitors than mature neurons in the mature organoid. Overall, this study supports the use of 3D organoid culture technology as a novel platform to study DNA damage responses in developing or mature neurons, which has been previously difficult to study.
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Affiliation(s)
- Debamitra Das
- Department of Radiation Oncology and Molecular Radiation Sciences, and the Sidney Kimmel Comprehensive Cancer Center.,Department of Neurology
| | | | - Linzhao Cheng
- Division of Hematology, Department of Medicine, and Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | - Sonia Franco
- Department of Radiation Oncology and Molecular Radiation Sciences, and the Sidney Kimmel Comprehensive Cancer Center
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Qiu B, Bessler N, Figler K, Buchholz M, Rios AC, Malda J, Levato R, Caiazzo M. Bioprinting Neural Systems to Model Central Nervous System Diseases. ADVANCED FUNCTIONAL MATERIALS 2020; 30:1910250. [PMID: 34566552 PMCID: PMC8444304 DOI: 10.1002/adfm.201910250] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 03/12/2020] [Accepted: 03/16/2020] [Indexed: 05/09/2023]
Abstract
To date, pharmaceutical progresses in central nervous system (CNS) diseases are clearly hampered by the lack of suitable disease models. Indeed, animal models do not faithfully represent human neurodegenerative processes and human in vitro 2D cell culture systems cannot recapitulate the in vivo complexity of neural systems. The search for valuable models of neurodegenerative diseases has recently been revived by the addition of 3D culture that allows to re-create the in vivo microenvironment including the interactions among different neural cell types and the surrounding extracellular matrix (ECM) components. In this review, the new challenges in the field of CNS diseases in vitro 3D modeling are discussed, focusing on the implementation of bioprinting approaches enabling positional control on the generation of the 3D microenvironments. The focus is specifically on the choice of the optimal materials to simulate the ECM brain compartment and the biofabrication technologies needed to shape the cellular components within a microenvironment that significantly represents brain biochemical and biophysical parameters.
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Affiliation(s)
- Boning Qiu
- Department of PharmaceuticsUtrecht Institute for Pharmaceutical Sciences (UIPS)Utrecht UniversityUniversiteitsweg 99Utrecht3584 CGThe Netherlands
| | - Nils Bessler
- Princess Máxima Center for Pediatric OncologyHeidelberglaan 25Utrecht3584 CSThe Netherlands
| | - Kianti Figler
- Department of PharmaceuticsUtrecht Institute for Pharmaceutical Sciences (UIPS)Utrecht UniversityUniversiteitsweg 99Utrecht3584 CGThe Netherlands
| | - Maj‐Britt Buchholz
- Princess Máxima Center for Pediatric OncologyHeidelberglaan 25Utrecht3584 CSThe Netherlands
| | - Anne C. Rios
- Princess Máxima Center for Pediatric OncologyHeidelberglaan 25Utrecht3584 CSThe Netherlands
| | - Jos Malda
- Department of Orthopaedics and Regenerative Medicine Center UtrechtUniversity Medical Center UtrechtUtrecht UniversityHeidelberglaan 100Utrecht3584CXThe Netherlands
- Department of Equine SciencesFaculty of Veterinary MedicineUtrecht UniversityYalelaan 112Utrecht3584CXThe Netherlands
| | - Riccardo Levato
- Department of Orthopaedics and Regenerative Medicine Center UtrechtUniversity Medical Center UtrechtUtrecht UniversityHeidelberglaan 100Utrecht3584CXThe Netherlands
- Department of Equine SciencesFaculty of Veterinary MedicineUtrecht UniversityYalelaan 112Utrecht3584CXThe Netherlands
| | - Massimiliano Caiazzo
- Department of PharmaceuticsUtrecht Institute for Pharmaceutical Sciences (UIPS)Utrecht UniversityUniversiteitsweg 99Utrecht3584 CGThe Netherlands
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples “Federico II”Via Pansini 5Naples80131Italy
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Ye W, Luo C, Li C, Huang J, Liu F. Organoids to study immune functions, immunological diseases and immunotherapy. Cancer Lett 2020; 477:31-40. [PMID: 32112908 DOI: 10.1016/j.canlet.2020.02.027] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 02/21/2020] [Accepted: 02/21/2020] [Indexed: 12/14/2022]
Abstract
Three-dimensional organoid culture systems show great promise as innovative physiological and pathophysiological models. Their applications in immunological research have been widely explored. For instance, immune organoids allow functional studies of immune system-related conditions, in a context that closely mimics the in vivo microenvironment, enabling an in-depth understanding of the immune tissue structures and functions. The newly developed coculture organoid and the air-liquid interface (ALI) systems also provided new insights for studying epithelia-immune cell interactions based on their endogenous distribution. Additionally, organoids have enabled the innovation of immunological disease models and exploration of the link between immunity and cancer, showing potential for personalized immunotherapy. This review is an overview of recent advances in the application of organoids in immunological research. Furthermore, the potential improvements for further utilization of organoids in personalized immunotherapy are discussed.
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Affiliation(s)
- Wenrui Ye
- Department of Neurosurgery, Xiangya Hospital, Central South University (CSU), Changsha, China; Clinical Medicine Eight-year Program, Xiangya Medical School of Central South University, Changsha, Hunan, China
| | - Cong Luo
- Clinical Medicine Eight-year Program, Xiangya Medical School of Central South University, Changsha, Hunan, China; Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chenglong Li
- Department of Neurosurgery, Xiangya Hospital, Central South University (CSU), Changsha, China; Clinical Medicine Eight-year Program, Xiangya Medical School of Central South University, Changsha, Hunan, China
| | - Jing Huang
- Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China; Mental Health Institute of the Second Xiangya Hospital, Central South University, Chinese National Clinical Research Center on Mental Disorders (Xiangya), Chinese National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Changsha, Hunan, 410011, China
| | - Fangkun Liu
- Department of Neurosurgery, Xiangya Hospital, Central South University (CSU), Changsha, China.
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Belleghem SMV, Mahadik B, Snodderly KL, Fisher JP. Overview of Tissue Engineering Concepts and Applications. Biomater Sci 2020. [DOI: 10.1016/b978-0-12-816137-1.00081-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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17
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Antill-O'Brien N, Bourke J, O'Connell CD. Layer-By-Layer: The Case for 3D Bioprinting Neurons to Create Patient-Specific Epilepsy Models. MATERIALS (BASEL, SWITZERLAND) 2019; 12:E3218. [PMID: 31581436 PMCID: PMC6804258 DOI: 10.3390/ma12193218] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 09/26/2019] [Accepted: 09/26/2019] [Indexed: 02/06/2023]
Abstract
The ability to create three-dimensional (3D) models of brain tissue from patient-derived cells, would open new possibilities in studying the neuropathology of disorders such as epilepsy and schizophrenia. While organoid culture has provided impressive examples of patient-specific models, the generation of organised 3D structures remains a challenge. 3D bioprinting is a rapidly developing technology where living cells, encapsulated in suitable bioink matrices, are printed to form 3D structures. 3D bioprinting may provide the capability to organise neuronal populations in 3D, through layer-by-layer deposition, and thereby recapitulate the complexity of neural tissue. However, printing neuron cells raises particular challenges since the biomaterial environment must be of appropriate softness to allow for the neurite extension, properties which are anathema to building self-supporting 3D structures. Here, we review the topic of 3D bioprinting of neurons, including critical discussions of hardware and bio-ink formulation requirements.
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Affiliation(s)
- Natasha Antill-O'Brien
- BioFab3D, Aikenhead Centre for Medical Discovery, St Vincent's Hospital Melbourne, Fitzroy, VIC 3065, Australia.
| | - Justin Bourke
- BioFab3D, Aikenhead Centre for Medical Discovery, St Vincent's Hospital Melbourne, Fitzroy, VIC 3065, Australia.
- ARC Centre of Excellence for Electromaterials Science, Intelligent Polymer Research Institute, Innovation Campus, University of Wollongong, NSW 2522, Australia.
- Department of Medicine, St Vincent's Hospital Melbourne, University of Melbourne, Fitzroy, VIC 3065, Australia.
| | - Cathal D O'Connell
- BioFab3D, Aikenhead Centre for Medical Discovery, St Vincent's Hospital Melbourne, Fitzroy, VIC 3065, Australia.
- ARC Centre of Excellence for Electromaterials Science, Intelligent Polymer Research Institute, Innovation Campus, University of Wollongong, NSW 2522, Australia.
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