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Yang Z, Teaney NA, Buttermore ED, Sahin M, Afshar-Saber W. Harnessing the potential of human induced pluripotent stem cells, functional assays and machine learning for neurodevelopmental disorders. Front Neurosci 2025; 18:1524577. [PMID: 39844857 PMCID: PMC11750789 DOI: 10.3389/fnins.2024.1524577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 12/19/2024] [Indexed: 01/24/2025] Open
Abstract
Neurodevelopmental disorders (NDDs) affect 4.7% of the global population and are associated with delays in brain development and a spectrum of impairments that can lead to lifelong disability and even mortality. Identification of biomarkers for accurate diagnosis and medications for effective treatment are lacking, in part due to the historical use of preclinical model systems that do not translate well to the clinic for neurological disorders, such as rodents and heterologous cell lines. Human-induced pluripotent stem cells (hiPSCs) are a promising in vitro system for modeling NDDs, providing opportunities to understand mechanisms driving NDDs in human neurons. Functional assays, including patch clamping, multielectrode array, and imaging-based assays, are popular tools employed with hiPSC disease models for disease investigation. Recent progress in machine learning (ML) algorithms also presents unprecedented opportunities to advance the NDD research process. In this review, we compare two-dimensional and three-dimensional hiPSC formats for disease modeling, discuss the applications of functional assays, and offer insights on incorporating ML into hiPSC-based NDD research and drug screening.
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Affiliation(s)
- Ziqin Yang
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- FM Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Nicole A. Teaney
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- FM Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Elizabeth D. Buttermore
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- FM Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Human Neuron Core, Boston Children’s Hospital, Boston, MA, United States
| | - Mustafa Sahin
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- FM Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Human Neuron Core, Boston Children’s Hospital, Boston, MA, United States
| | - Wardiya Afshar-Saber
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- FM Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
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Ku RY, Bansal A, Dutta DJ, Yamashita S, Peloquin J, Vu DN, Shen Y, Uchida T, Torii M, Hashimoto-Torii K. Evaluating chemical effects on human neural cells through calcium imaging and deep learning. iScience 2024; 27:111298. [PMID: 39634567 PMCID: PMC11616611 DOI: 10.1016/j.isci.2024.111298] [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: 06/08/2023] [Revised: 07/24/2024] [Accepted: 10/29/2024] [Indexed: 12/07/2024] Open
Abstract
New substances intended for human consumption must undergo extensive preclinical safety pharmacology testing prior to approval. These tests encompass the evaluation of effects on the central nervous system, which is highly sensitive to chemical substances. With the growing understanding of the species-specific characteristics of human neural cells and advancements in machine learning technology, the development of effective and efficient methods for the initial screening of chemical effects on human neural function using machine learning platforms is anticipated. In this study, we employed a deep learning model to analyze calcium dynamics in human-induced pluripotent stem cell-derived neural progenitor cells, which were exposed to various concentrations of four representative chemicals. We report that this approach offers a reliable and concise method for quantitatively classifying the effects of chemical exposures and predicting potential harm to human neural cells.
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Affiliation(s)
- Ray Yueh Ku
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Ankush Bansal
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Dipankar J. Dutta
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Satoshi Yamashita
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - John Peloquin
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Diana N. Vu
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Yubing Shen
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
| | - Tomoki Uchida
- Novel Business Development Department, Suntory Global Innovation Center Limited, 8-1-1 Seikadai, Seika-cho, Soraku-gun, Kyoto 619-0284, Japan
| | - Masaaki Torii
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
- Department of Pediatrics, Pharmacology and Physiology, School of Medicine and Health Sciences, The George Washington University, Washington, DC 20052, USA
| | - Kazue Hashimoto-Torii
- Center for Neuroscience Research, Children’s Research Institute, Children’s National Hospital, Washington, DC 20010, USA
- Department of Pediatrics, Pharmacology and Physiology, School of Medicine and Health Sciences, The George Washington University, Washington, DC 20052, USA
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3
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Jezsó B, Kálmán S, Farkas KG, Hathy E, Vincze K, Kovács-Schoblocher D, Lilienberg J, Tordai C, Nemoda Z, Homolya L, Apáti Á, Réthelyi JM. Haloperidol, Olanzapine, and Risperidone Induce Morphological Changes in an In Vitro Model of Human Hippocampal Neurogenesis. Biomolecules 2024; 14:688. [PMID: 38927091 PMCID: PMC11201986 DOI: 10.3390/biom14060688] [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: 04/25/2024] [Revised: 06/04/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Induced pluripotent stem cell (iPSC) based neuronal differentiation is valuable for studying neuropsychiatric disorders and pharmacological mechanisms at the cellular level. We aimed to examine the effects of typical and atypical antipsychotics on human iPSC-derived neural progenitor cells (NPCs). METHODS Proliferation and neurite outgrowth were measured by live cell imaging, and gene expression levels related to neuronal identity were analyzed by RT-QPCR and immunocytochemistry during differentiation into hippocampal dentate gyrus granule cells following treatment of low- and high-dose antipsychotics (haloperidol, olanzapine, and risperidone). RESULTS Antipsychotics did not modify the growth properties of NPCs after 3 days of treatment. However, the characteristics of neurite outgrowth changed significantly in response to haloperidol and olanzapine. After three weeks of differentiation, mRNA expression levels of the selected neuronal markers increased (except for MAP2), while antipsychotics caused only subtle changes. Additionally, we found no changes in MAP2 or GFAP protein expression levels as a result of antipsychotic treatment. CONCLUSIONS Altogether, antipsychotic medications promoted neurogenesis in vitro by influencing neurite outgrowth rather than changing cell survival or gene expression. This study provides insights into the effects of antipsychotics on neuronal differentiation and highlights the importance of considering neurite outgrowth as a potential target of action.
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Affiliation(s)
- Bálint Jezsó
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
- Doctoral School of Biology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/c., H-1117 Budapest, Hungary
- ELTE-MTA “Momentum” Motor Enzymology Research Group, Department of Biochemistry, Eötvös Loránd University, Pázmány Péter sétány 1/c., H-1117 Budapest, Hungary
| | - Sára Kálmán
- Albert Szent-Györgyi Health Centre, Department of Psychiatry, University of Szeged, Szentháromság utca 5., H-6722 Szeged, Hungary;
| | - Kiara Gitta Farkas
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
| | - Edit Hathy
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., H-1083 Budapest, Hungary
| | - Katalin Vincze
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., H-1083 Budapest, Hungary
| | | | - Julianna Lilienberg
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
| | - Csongor Tordai
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., H-1083 Budapest, Hungary
| | - Zsófia Nemoda
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., H-1083 Budapest, Hungary
| | - László Homolya
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
| | - Ágota Apáti
- Institute of Molecular Life Sciences, HUN-REN RCNS, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; (B.J.)
| | - János M. Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., H-1083 Budapest, Hungary
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Songsaad AT, Thairat S, Seemaung P, Thongsuk A, Balit T, Ruangsawasdi N, Phruksaniyom C, Gonmanee T, White KL, Thonabulsombat C. Characterization of neural stem cells derived from human stem cells from the apical papilla undergoing three-dimensional neurosphere induction. J Appl Oral Sci 2023; 31:e20230209. [PMID: 37970885 PMCID: PMC10697670 DOI: 10.1590/1678-7757-2023-0209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 09/03/2023] [Accepted: 09/29/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVES The endogenous repairing based on the activation of neural stem cells (NSCs) is impaired by neurodegenerative diseases. The present study aims to characterize human stem cells from the apical papilla (hSCAPs) with features of mesenchymal stem cells (MSCs) and to demonstrate the neuronal differentiation of hSCAPs into NSCs through the formation of three-dimensional (3D) neurospheres, verifying the structural, immunophenotyping, self-renewal, gene expression and neuronal activities of these cells to help further improve NSCs transplantation. METHODOLOGY The hSCAPs were isolated from healthy impacted human third molar teeth and characterized as MSCs. They were then induced into 3D-neurospheres using a specific neural induction medium. Subsequently, the intra-neurospheral cells were confirmed to be NSCs by the identification of Nissl substance and the analysis of immunofluorescence staining, self-renewal ability, and gene expression of the cells. Moreover, the neuronal activity was investigated using intracellular calcium oscillation. RESULTS The isolated cells from the human apical papilla expressed many markers of MSCs, such as self-renewal ability and multilineage differentiation. These cells were thus characterized as MSCs, specifically as hSCAPs. The neurospheres induced from hSCAPs exhibited a 3D-floating spheroidal shape and larger neurospheres, and consisted of a heterogeneous population of intra-neurospheral cells. Further investigation showed that these intra-neurospheral cells had Nissl body staining and also expressed both Nestin and SOX2. They presented a self-renewal ability as well, which was observed after their disaggregation. Their gene expression profiling also exhibited a significant amount of NSC markers (NES, SOX1, and PAX6). Lastly, a large and dynamic change of the fluorescent signal that indicated calcium ions (Ca2+) was detected in the intracellular calcium oscillation, which indicated the neuronal activity of NSCs-derived hSCAPs. CONCLUSIONS The hSCAPs exhibited properties of MSCs and could differentiate into NSCs under 3D-neurosphere generation. The present findings suggest that NSCs-derived hSCAPs may be used as an alternative candidates for cell-based therapy, which uses stem cell transplantation to further treat neurodegenerative diseases.
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Affiliation(s)
| | - Sarut Thairat
- Mahidol University, Faculty of Dentistry, Oral Tissues, Cells and Molecular Biology Analysis and Research Center, Bangkok, Thailand
| | - Peeratchai Seemaung
- Mahidol University, Faculty of Science, Department of Anatomy, Bangkok, Thailand
| | - Amarin Thongsuk
- Mahidol University, Faculty of Science, Department of Anatomy, Bangkok, Thailand
| | - Tatcha Balit
- Mahidol University, Faculty of Science, Department of Anatomy, Bangkok, Thailand
| | - Nisarat Ruangsawasdi
- Mahidol University, Faculty of Dentistry, Department of Pharmacology, Bangkok, Thailand
| | | | - Thanasup Gonmanee
- Mahidol University, Faculty of Medicine Ramathibodi Hospital, Chakri Naruebodindra Medical Institute, Samut Prakan, Thailand
| | - Kenneth L White
- Utah State University, College of Agriculture and Applied Sciences, Department of Animal, Dairy, and Veterinary Sciences, Utah, The United States of America
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Meyer-Arndt L, Kerkering J, Kuehl T, Infante AG, Paul F, Rosiewicz KS, Siffrin V, Alisch M. Inflammatory Cytokines Associated with Multiple Sclerosis Directly Induce Alterations of Neuronal Cytoarchitecture in Human Neurons. J Neuroimmune Pharmacol 2023; 18:145-159. [PMID: 36862362 PMCID: PMC10485132 DOI: 10.1007/s11481-023-10059-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 01/16/2023] [Indexed: 03/03/2023]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system (CNS) coined by inflammation and neurodegeneration. The actual cause of the neurodegenerative component of the disease is however unclear. We investigated here the direct and differential effects of inflammatory mediators on human neurons. We used embryonic stem cell-derived (H9) human neuronal stem cells (hNSC) to generate neuronal cultures. Neurons were subsequently treated with tumour necrosis factor alpha (TNFα), interferon gamma (IFNγ), granulocyte-macrophage colony-stimulating factor (GM-CSF), interleukin 17A (IL-17A) and interleukin 10 (IL-10) separately or in combination. Immunofluorescence staining and quantitative polymerase chain reaction (qPCR) were used to assess cytokine receptor expression, cell integrity and transcriptomic changes upon treatment. H9-hNSC-derived neurons expressed cytokine receptors for IFNγ, TNFα, IL-10 and IL-17A. Neuronal exposure to these cytokines resulted in differential effects on neurite integrity parameters with a clear decrease for TNFα- and GM-CSF-treated neurons. The combinatorial treatment with IL-17A/IFNγ or IL-17A/TNFα induced a more pronounced effect on neurite integrity. Furthermore, combinatorial treatments with two cytokines induced several key signalling pathways, i.e. NFκB-, hedgehog and oxidative stress signalling, stronger than any of the cytokines alone. This work supports the idea of immune-neuronal crosstalk and the need to focus on the potential role of inflammatory cytokines on neuronal cytoarchitecture and function.
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Affiliation(s)
- Lil Meyer-Arndt
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
- Department of Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humbolt-Universität Zu Berlin, and Berlin Institute of Health, 10117, Berlin, Germany
- NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humbolt-Universität Zu Berlin, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Janis Kerkering
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
| | - Tess Kuehl
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
| | - Ana Gil Infante
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
| | - Friedemann Paul
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
- NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humbolt-Universität Zu Berlin, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Kamil Sebastian Rosiewicz
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
| | - Volker Siffrin
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany.
- Department of Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humbolt-Universität Zu Berlin, and Berlin Institute of Health, 10117, Berlin, Germany.
| | - Marlen Alisch
- Experimental and Clinical Research Center (ECRC), Charité - Universitätsmedizin Berlin und Max Delbrück Center for Molecular Medicine in the Helmholtz Association Berlin, Lindenberger Weg 80, 13125, Berlin, Germany
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6
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Maassen J, Guenther R, Hondrich TJJ, Cepkenovic B, Brinkmann D, Maybeck V, Offenhäusser A, Dittrich B, Müller A, Skazik-Voogt C, Kosel M, Baum C, Gutermuth A. In Vitro Simulated Neuronal Environmental Conditions Qualify Umbilical Cord Derived Highly Potent Stem Cells for Neuronal Differentiation. Stem Cell Rev Rep 2023:10.1007/s12015-023-10538-w. [PMID: 37093520 PMCID: PMC10390376 DOI: 10.1007/s12015-023-10538-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2023] [Indexed: 04/25/2023]
Abstract
The healing of neuronal injuries is still an unachieved goal. Medicine-based therapies can only extend the survival of patients, but not finally lead to a healing process. Currently, a variety of stem cell-based tissue engineering developments are the subject of many research projects to bridge this gap. As yet, neuronal differentiation of induced pluripotent stem cells (iPS), embryonic cell lines, or neuronal stem cells could be accomplished and produce functional neuronally differentiated cells. However, clinical application of cells from these sources is hampered by ethical considerations. To overcome these hurdles numerous studies investigated the potential of adult mesenchymal stem cells (MSCs) as a potential stem cell source. Adult MSCs have been approved as cellular therapeutical products due to their regenerative potential and immunomodulatory properties. Only a few of these studies could demonstrate the capacity to differentiate MSCs into active firing neuron like cells. With this study we investigated the potential of Wharton's Jelly (WJ) derived stem cells and focused on the intrinsic pluripotent stem cell pool and their potential to differentiate into active neurons. With a comprehensive neuronal differentiation protocol comprised of mechanical and biochemical inductive cues, we investigated the capacity of spontaneously forming stem cell spheroids (SCS) from cultured WJ stromal cells in regard to their neuronal differentiation potential and compared them to undifferentiated spheroids or adherent MSCs. Spontaneously formed SCSs show pluripotent and neuroectodermal lineage markers, meeting the pre-condition for neuronal differentiation and contain a higher amount of cells which can be differentiated into cells whose functional phenotypes in calcium and voltage responsive electrical activity are similar to neurons. In conclusion we show that up-concentration of stem cells from WJ with pluripotent characteristics is a tool to generate neuronal cell replacement.
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Affiliation(s)
- Jessika Maassen
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Rebecca Guenther
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Timm J J Hondrich
- Institute for Biological Information Processing, IBI-3, Forschungszentrum Jülich GmbH, Leo Brandtstrasse Station 71, 52425, Jülich, Germany
| | - Bogdana Cepkenovic
- Institute for Biological Information Processing, IBI-3, Forschungszentrum Jülich GmbH, Leo Brandtstrasse Station 71, 52425, Jülich, Germany
- Department of Biology, RWTH Aachen University, Worringerweg 1, 52074, Aachen, Germany
| | - Dominik Brinkmann
- Institute for Biological Information Processing, IBI-3, Forschungszentrum Jülich GmbH, Leo Brandtstrasse Station 71, 52425, Jülich, Germany
| | - Vanessa Maybeck
- Institute for Biological Information Processing, IBI-3, Forschungszentrum Jülich GmbH, Leo Brandtstrasse Station 71, 52425, Jülich, Germany
| | - Andreas Offenhäusser
- Institute for Biological Information Processing, IBI-3, Forschungszentrum Jülich GmbH, Leo Brandtstrasse Station 71, 52425, Jülich, Germany
| | - Barbara Dittrich
- DWI-Leibniz Institute for Interactive Materials, Forckenbeckstrasse 50, 52074, Aachen, Germany
| | - Anna Müller
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Claudia Skazik-Voogt
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Maximilian Kosel
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Christoph Baum
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Angela Gutermuth
- Department for Applied Cell Biology, Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany.
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Whye D, Wood D, Saber WA, Norabuena EM, Makhortova NR, Sahin M, Buttermore ED. A Robust Pipeline for the Multi-Stage Accelerated Differentiation of Functional 3D Cortical Organoids from Human Pluripotent Stem Cells. Curr Protoc 2023; 3:e641. [PMID: 36633423 PMCID: PMC9839317 DOI: 10.1002/cpz1.641] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Disordered cellular development, abnormal neuroanatomical formations, and dysfunction of neuronal circuitry are among the pathological manifestations of cortical regions in the brain that are often implicated in complex neurodevelopmental disorders. With the advancement of stem cell methodologies such as cerebral organoid generation, it is possible to study these processes in vitro using 3D cellular platforms that mirror key developmental stages occurring throughout embryonic neurogenesis. Patterning-based stem cell models of directed neuronal development offer one approach to accomplish this, but these protocols often require protracted periods of cell culture to generate diverse cell types and current methods are plagued by a lack of specificity, reproducibility, and temporal control over cell derivation. Although ectopic expression of transcription factors offers another avenue to rapidly generate neurons, this process of direct lineage conversion bypasses critical junctures of neurodevelopment during which disease-relevant manifestations may occur. Here, we present a directed differentiation approach for generating human pluripotent stem cell (hPSC)-derived cortical organoids with accelerated lineage specification to generate functionally mature cortical neurons in a shorter timeline than previously established protocols. This novel protocol provides precise guidance for the specification of neuronal cell type identity as well as temporal control over the pace at which cortical lineage trajectories are established. Furthermore, we present assays that can be used as tools to interrogate stage-specific developmental signaling mechanisms. By recapitulating major components of embryonic neurogenesis, this protocol allows for improved in vitro modeling of cortical development while providing a platform that can be utilized to uncover disease-specific mechanisms of disordered development at various stages across the differentiation timeline. © 2023 Wiley Periodicals LLC. Basic Protocol 1: 3D hPSC neural induction Support Protocol 1: Neural rosette formation assay Support Protocol 2: Neurosphere generation Support Protocol 3: Enzymatic dissociation, NSC expansion, and cryopreservation Basic Protocol 2: 3D neural progenitor expansion Basic Protocol 3: 3D accelerated cortical lineage patterning and terminal differentiation.
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Affiliation(s)
- Dosh Whye
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
| | - Delaney Wood
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
| | - Wardiya Afshar Saber
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
- Department of Neurology, Harvard Medical School, Boston, MA
| | - Erika M. Norabuena
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
| | - Nina R. Makhortova
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
- Department of Neurology, Harvard Medical School, Boston, MA
| | - Mustafa Sahin
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
- Department of Neurology, Harvard Medical School, Boston, MA
| | - Elizabeth D. Buttermore
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children’s Hospital, Boston, MA
- F.M. Kirby Neurobiology Department, Boston Children’s Hospital, Boston, MA
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8
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Lilienberg J, Apáti Á, Réthelyi JM, Homolya L. Microglia modulate proliferation, neurite generation and differentiation of human neural progenitor cells. Front Cell Dev Biol 2022; 10:997028. [PMID: 36313581 PMCID: PMC9606406 DOI: 10.3389/fcell.2022.997028] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/16/2022] [Indexed: 10/10/2024] Open
Abstract
Microglia, the primary immune cells of the brain, significantly influence the fate of neurons after neural damage. Depending on the local environment, they exhibit a wide range of phenotypes, including patrolling (naïve), proinflammatory, and anti-inflammatory characteristics, which greatly affects neurotoxicity. Despite the fact that neural progenitor cells (NPCs) and hippocampal neurons represent cell populations, which play pivotal role in neural regeneration, interaction between microglia and these cell types is poorly studied. In the present work, we investigated how microglial cells affect the proliferation and neurite outgrowth of human stem cell-derived NPCs, and how microglia stimulation with proinflammatory or anti-inflammatory agents modulates this interaction. We found that naïve microglia slightly diminish NPC proliferation and have no effect on neurite outgrowth. In contrast, proinflammatory stimulated microglia promote both proliferation and neurite generation, whereas microglia stimulated with anti-inflammatory cytokines augment neurite outgrowth leaving NPC proliferation unaffected. We also studied how microglia influence neurite development and differentiation of hippocampal dentate gyrus granule cells differentiated from NPCs. We found that proinflammatory stimulated microglia inhibit axonal development but facilitate dendrite generation in these differentiating neurons. Our results elucidate a fine-tuned modulatory effect of microglial cells on cell types crucial for neural regeneration, opening perspectives for novel regenerative therapeutic interventions.
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Affiliation(s)
- Julianna Lilienberg
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Ágota Apáti
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - János M. Réthelyi
- Molecular Psychiatry and in vitro Disease Modelling Research Group, National Brain Research Project, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - László Homolya
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
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9
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Kolacsek O, Wachtl G, Fóthi Á, Schamberger A, Sándor S, Pergel E, Varga N, Raskó T, Izsvák Z, Apáti Á, Orbán TI. Functional indications for transposase domestications - Characterization of the human piggyBac transposase derived (PGBD) activities. Gene 2022; 834:146609. [PMID: 35609796 DOI: 10.1016/j.gene.2022.146609] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 12/13/2022]
Abstract
Transposable elements are widespread in all living organisms. In addition to self-reproduction, they are a major source of genetic variation that drives genome evolution but our knowledge of the functions of human genes derived from transposases is limited. There are examples of transposon-derived, domesticated human genes that lost (SETMAR) or retained (THAP9) their transposase activity, however, several remnants in the human genome have not been thoroughly investigated yet. These include the five human piggyBac-derived sequences (PGBD1-5) which share ancestry with the Trichoplusia ni originated piggyBac (PB) transposase. Since PB is widely used in gene delivery applications, the potential activities of endogenous PGBDs are important to address. However, previous data is controversial, especially with the claimed transposition activity of PGBD5, it awaits further investigations. Here, we aimed to systematically analyze all five human PGBD proteins from several aspects, including phylogenetic conservation, potential transposase activity, expression pattern and their regulation in different stress conditions. Among PGBDs, PGBD5 is under the highest purifying selection, and exhibits the most cell type specific expression pattern. In a two-component vector system, none of the human PGBDs could mobilize either the insect PB transposon or the endogenous human PB-like MER75 and MER85 elements with intact terminal sequences. When cells were exposed to various stress conditions, including hypoxia, oxidative or UV stress, the expression profiles of all PGBDs showed different, often cell type specific responses; however, the pattern of PGBD5 in most cases had the opposite tendency than that of the other piggyBac-derived elements. Taken together, our results indicate that human PGBD elements did not retain their mobilizing activity, but their cell type specific, and cellular stress related expression profiles point toward distinct domesticated functions that require further characterization.
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Affiliation(s)
- Orsolya Kolacsek
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Gerda Wachtl
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary; Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Ábel Fóthi
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Anita Schamberger
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Sára Sándor
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Enikő Pergel
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Nóra Varga
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Tamás Raskó
- Max Delbrück Center for Molecular Medicine in the Helmholtz Society, Berlin, Germany
| | - Zsuzsanna Izsvák
- Max Delbrück Center for Molecular Medicine in the Helmholtz Society, Berlin, Germany
| | - Ágota Apáti
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Tamás I Orbán
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary.
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10
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Galiakberova AA, Surin AM, Bakaeva ZV, Sharipov RR, Zhang D, Dorovskoy DA, Shakirova KM, Fisenko AP, Dashinimaev EB. IPSC-Derived Human Neurons with GCaMP6s Expression Allow In Vitro Study of Neurophysiological Responses to Neurochemicals. Neurochem Res 2021; 47:952-966. [PMID: 34855047 PMCID: PMC8891101 DOI: 10.1007/s11064-021-03497-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/18/2021] [Accepted: 11/22/2021] [Indexed: 12/14/2022]
Abstract
The study of human neurons and their interaction with neurochemicals is difficult due to the inability to collect primary biomaterial. However, recent advances in the cultivation of human stem cells, methods for their neuronal differentiation and chimeric fluorescent calcium indicators have allowed the creation of model systems in vitro. In this paper we report on the development of a method to obtain human neurons with the GCaMP6s calcium indicator, based on a human iPSC line with the TetON–NGN2 transgene complex. The protocol we developed allows us quickly, conveniently and efficiently obtain significant amounts of human neurons suitable for the study of various neurochemicals and their effects on specific neurophysiological activity, which can be easily registered using fluorescence microscopy. In the neurons we obtained, glutamate (Glu) induces rises in [Ca2+]i which are caused by ionotropic receptors for Glu, predominantly of the NMDA-type. Taken together, these facts allow us to consider the model we have created to be a useful and successful development of this technology.
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Affiliation(s)
- A A Galiakberova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovitianov Street, Moscow, Russia, 117997.
- Faculty of Biology, Lomonosov Moscow State University, GSP-1, Leninskie Gory, Moscow, Russia, 119991.
| | - A M Surin
- Laboratory of Neurobiology, "National Medical Research Center of Children's Health", Russian Ministry of Health, Lomonosov Avenue, Moscow, Russia, 119991
- Laboratory of Pathology of Ion Transport and Intracellular Signaling, Institute of General Pathology and Pathophysiology, Baltiyskaya St., Moscow, Russia, 125315
| | - Z V Bakaeva
- Laboratory of Neurobiology, "National Medical Research Center of Children's Health", Russian Ministry of Health, Lomonosov Avenue, Moscow, Russia, 119991
- Department of General Biology and Physiology, Gorodovikov Kalmyk State University, Pushkin St., Elista, Russia, 358000
| | - R R Sharipov
- Laboratory of Pathology of Ion Transport and Intracellular Signaling, Institute of General Pathology and Pathophysiology, Baltiyskaya St., Moscow, Russia, 125315
| | - Dongxing Zhang
- Moscow Institute of Physics and Technology (State University), Institutskiy per., 141701, Dolgoprudny, Russia
| | - D A Dorovskoy
- Moscow Institute of Physics and Technology (State University), Institutskiy per., 141701, Dolgoprudny, Russia
| | - K M Shakirova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovitianov Street, Moscow, Russia, 117997
| | - A P Fisenko
- Laboratory of Neurobiology, "National Medical Research Center of Children's Health", Russian Ministry of Health, Lomonosov Avenue, Moscow, Russia, 119991
| | - E B Dashinimaev
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Ostrovitianov Street, Moscow, Russia, 117997
- Moscow Institute of Physics and Technology (State University), Institutskiy per., 141701, Dolgoprudny, Russia
- Koltzov Institute of Developmental Biology, Russian Academy of Sciences, Vavilov St., Moscow, Russia, 119334
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11
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Lilienberg J, Hegyi Z, Szabó E, Hathy E, Málnási-Csizmadia A, Réthelyi JM, Apáti Á, Homolya L. Pharmacological Modulation of Neurite Outgrowth in Human Neural Progenitor Cells by Inhibiting Non-muscle Myosin II. Front Cell Dev Biol 2021; 9:719636. [PMID: 34604221 PMCID: PMC8484915 DOI: 10.3389/fcell.2021.719636] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 08/27/2021] [Indexed: 12/31/2022] Open
Abstract
Studies on neural development and neuronal regeneration after injury are mainly based on animal models. The establishment of pluripotent stem cell (PSC) technology, however, opened new perspectives for better understanding these processes in human models by providing unlimited cell source for hard-to-obtain human tissues. Here, we aimed at identifying the molecular factors that confine and modulate an early step of neural regeneration, the formation of neurites in human neural progenitor cells (NPCs). Enhanced green fluorescent protein (eGFP) was stably expressed in NPCs differentiated from human embryonic and induced PSC lines, and the neurite outgrowth was investigated under normal and injury-related conditions using a high-content screening system. We found that inhibitors of the non-muscle myosin II (NMII), blebbistatin and its novel, non-toxic derivatives, initiated extensive neurite outgrowth in human NPCs. The extracellular matrix components strongly influenced the rate of neurite formation but NMII inhibitors were able to override the inhibitory effect of a restrictive environment. Non-additive stimulatory effect on neurite generation was also detected by the inhibition of Rho-associated, coiled-coil-containing protein kinase 1 (ROCK1), the upstream regulator of NMII. In contrast, inhibition of c-Jun N-terminal kinases (JNKs) had only a negligible effect, suggesting that the ROCK1 signal is dominantly manifested by actomyosin activity. In addition to providing a reliable cell-based in vitro model for identifying intrinsic mechanisms and environmental factors responsible for impeded axonal regeneration in humans, our results demonstrate that NMII and ROCK1 are important pharmacological targets for the augmentation of neural regeneration at the progenitor level. These studies may open novel perspectives for development of more effective pharmacological treatments and cell therapies for various neurodegenerative disorders.
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Affiliation(s)
- Julianna Lilienberg
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Zoltán Hegyi
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Eszter Szabó
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Edit Hathy
- Molecular Psychiatry and in vitro Disease Modelling Research Group, National Brain Research Project, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
| | - András Málnási-Csizmadia
- MTA-ELTE Motor Pharmacology Research Group, Eötvös Loránd University, Budapest, Hungary.,Motorpharma, Ltd., Budapest, Hungary
| | - János M Réthelyi
- Molecular Psychiatry and in vitro Disease Modelling Research Group, National Brain Research Project, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary.,Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Ágota Apáti
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - László Homolya
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
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12
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Fritsche E, Haarmann-Stemmann T, Kapr J, Galanjuk S, Hartmann J, Mertens PR, Kämpfer AAM, Schins RPF, Tigges J, Koch K. Stem Cells for Next Level Toxicity Testing in the 21st Century. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2006252. [PMID: 33354870 DOI: 10.1002/smll.202006252] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 11/13/2020] [Indexed: 06/12/2023]
Abstract
The call for a paradigm change in toxicology from the United States National Research Council in 2007 initiates awareness for the invention and use of human-relevant alternative methods for toxicological hazard assessment. Simple 2D in vitro systems may serve as first screening tools, however, recent developments infer the need for more complex, multicellular organotypic models, which are superior in mimicking the complexity of human organs. In this review article most critical organs for toxicity assessment, i.e., skin, brain, thyroid system, lung, heart, liver, kidney, and intestine are discussed with regards to their functions in health and disease. Embracing the manifold modes-of-action how xenobiotic compounds can interfere with physiological organ functions and cause toxicity, the need for translation of such multifaceted organ features into the dish seems obvious. Currently used in vitro methods for toxicological applications and ongoing developments not yet arrived in toxicity testing are discussed, especially highlighting the potential of models based on embryonic stem cells and induced pluripotent stem cells of human origin. Finally, the application of innovative technologies like organs-on-a-chip and genome editing point toward a toxicological paradigm change moves into action.
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Affiliation(s)
- Ellen Fritsche
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
- Medical Faculty, Heinrich-Heine University Düsseldorf, Düsseldorf, 40225, Germany
| | | | - Julia Kapr
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Saskia Galanjuk
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Julia Hartmann
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Peter R Mertens
- Department of Nephrology and Hypertension, Diabetes and Endocrinology, Otto-von-Guericke-University Magdeburg, Magdeburg, 39106, Germany
| | - Angela A M Kämpfer
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Roel P F Schins
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Julia Tigges
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
| | - Katharina Koch
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, 40225, Germany
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13
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Szabó E, Juhász F, Hathy E, Reé D, Homolya L, Erdei Z, Réthelyi JM, Apáti Á. Functional Comparison of Blood-Derived Human Neural Progenitor Cells. Int J Mol Sci 2020; 21:E9118. [PMID: 33266139 PMCID: PMC7730078 DOI: 10.3390/ijms21239118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/21/2020] [Accepted: 11/26/2020] [Indexed: 12/16/2022] Open
Abstract
Induced pluripotent stem cell (iPSC)-derived neural progenitor cells (NPCs) are promising tools to model complex neurological or psychiatric diseases, including schizophrenia. Multiple studies have compared patient-derived and healthy control NPCs derived from iPSCs in order to investigate cellular phenotypes of this disease, although the establishment, stabilization, and directed differentiation of iPSC lines are rather expensive and time-demanding. However, interrupted reprogramming by omitting the stabilization of iPSCs may allow for the generation of a plastic stage of the cells and thus provide a shortcut to derive NPSCs directly from tissue samples. Here, we demonstrate a method to generate shortcut NPCs (sNPCs) from blood mononuclear cells and present a detailed comparison of these sNPCs with NPCs obtained from the same blood samples through stable iPSC clones and a subsequent neural differentiation (classical NPCs-cNPCs). Peripheral blood cells were obtained from a schizophrenia patient and his two healthy parents (a case-parent trio), while a further umbilical cord blood sample was obtained from the cord of a healthy new-born. The expression of stage-specific markers in sNPCs and cNPCs were compared both at the protein and RNA levels. We also performed functional tests to investigate Wnt and glutamate signaling and the oxidative stress, as these pathways have been suggested to play important roles in the pathophysiology of schizophrenia. We found similar responses in the two types of NPCs, suggesting that the shortcut procedure provides sNPCs, allowing an efficient screening of disease-related phenotypes.
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Affiliation(s)
- Eszter Szabó
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
| | - Flóra Juhász
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
| | - Edit Hathy
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary;
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Dóra Reé
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
| | - László Homolya
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
| | - Zsuzsa Erdei
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
| | - János M. Réthelyi
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary;
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Faculty of Medicine, Semmelweis University, 1083 Budapest, Hungary
| | - Ágota Apáti
- Institute of Enzymology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (E.S.); (F.J.); (D.R.); (L.H.); (Z.E.)
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14
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Hathy E, Szabó E, Varga N, Erdei Z, Tordai C, Czehlár B, Baradits M, Jezsó B, Koller J, Nagy L, Molnár MJ, Homolya L, Nemoda Z, Apáti Á, Réthelyi JM. Investigation of de novo mutations in a schizophrenia case-parent trio by induced pluripotent stem cell-based in vitro disease modeling: convergence of schizophrenia- and autism-related cellular phenotypes. Stem Cell Res Ther 2020; 11:504. [PMID: 33246498 PMCID: PMC7694414 DOI: 10.1186/s13287-020-01980-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 10/18/2020] [Indexed: 12/30/2022] Open
Abstract
Background De novo mutations (DNMs) have been implicated in the etiology of schizophrenia (SZ), a chronic debilitating psychiatric disorder characterized by hallucinations, delusions, cognitive dysfunction, and decreased community functioning. Several DNMs have been identified by examining SZ cases and their unaffected parents; however, in most cases, the biological significance of these mutations remains elusive. To overcome this limitation, we have developed an approach of using induced pluripotent stem cell (iPSC) lines from each member of a SZ case-parent trio, in order to investigate the effects of DNMs in cellular progenies of interest, particularly in dentate gyrus neuronal progenitors. Methods We identified a male SZ patient characterized by early disease onset and negative symptoms, who is a carrier of 3 non-synonymous DNMs in genes LRRC7, KHSRP, and KIR2DL1. iPSC lines were generated from his and his parents’ peripheral blood mononuclear cells using Sendai virus-based reprogramming and differentiated into neuronal progenitor cells (NPCs) and hippocampal dentate gyrus granule cells. We used RNASeq to explore transcriptomic differences and calcium (Ca2+) imaging, cell proliferation, migration, oxidative stress, and mitochondrial assays to characterize the investigated NPC lines. Results NPCs derived from the SZ patient exhibited transcriptomic differences related to Wnt signaling, neuronal differentiation, axonal guidance and synaptic function, and decreased Ca2+ reactivity to glutamate. Moreover, we could observe increased cellular proliferation and alterations in mitochondrial quantity and morphology. Conclusions The approach of reprograming case-parent trios represents an opportunity for investigating the molecular effects of disease-causing mutations and comparing these in cell lines with reduced variation in genetic background. Our results are indicative of a partial overlap between schizophrenia and autism-related phenotypes in the investigated family. Limitations Our study investigated only one family; therefore, the generalizability of findings is limited. We could not derive iPSCs from two other siblings to test for possible genetic effects in the family that are not driven by DNMs. The transcriptomic and functional assays were limited to the NPC stage, although these variables should also be investigated at the mature neuronal stage.
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Affiliation(s)
- Edit Hathy
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
| | - Eszter Szabó
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary
| | - Nóra Varga
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary
| | - Zsuzsa Erdei
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary
| | - Csongor Tordai
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
| | - Boróka Czehlár
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
| | - Máté Baradits
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary
| | - Bálint Jezsó
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary
| | - Júlia Koller
- Institute of Rare Disorders and Genomic Medicine, Semmelweis University, Budapest, Hungary
| | - László Nagy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Mária Judit Molnár
- Institute of Rare Disorders and Genomic Medicine, Semmelweis University, Budapest, Hungary
| | - László Homolya
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary
| | - Zsófia Nemoda
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Ágota Apáti
- Molecular Cell Biology Research Group, Institute of Enzymology, Research Center for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, Hungary.
| | - János M Réthelyi
- National Brain Research Project (NAP) Molecular Psychiatry Research Group, Hungarian Academy of Sciences and Semmelweis University, Budapest, Hungary. .,Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary.
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15
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Szabó E, Reé D, Jezsó B, Vincze K, Földes G, Molnár AÁ, Réthelyi JM, Apáti Á. Generation of iPSC lines from peripheral blood mononuclear cells of identical twins both suffering from type 2 diabetes mellitus and one of them additionally diagnosed with atherosclerosis. Stem Cell Res 2020; 49:102051. [PMID: 33099106 DOI: 10.1016/j.scr.2020.102051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 10/05/2020] [Accepted: 10/11/2020] [Indexed: 11/29/2022] Open
Abstract
Here we describe the generation of induced pluripotent stem cell (iPSC) lines from peripheral blood samples of identical twin sisters with type 2 diabetes mellitus (DM2). Two clonal lines from each patient (HU-DM2-A-1, HU-DM2-A-2 and HU-DM2-B-1, HU-DM2-B-2) were established via Sendai viral reprograming of peripheral blood mononuclear cells, and characterized to confirm pluripotency and genetic integrity. The established iPSC lines can help to investigate DM2 related cellular phenotypes and provide a model system for drug testing.
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Affiliation(s)
- Eszter Szabó
- Institute of Enzymology, Research Center for Natural Sciences, Eötvös Loránd Research Network, Hungary
| | - Dóra Reé
- Institute of Enzymology, Research Center for Natural Sciences, Eötvös Loránd Research Network, Hungary
| | - Bálint Jezsó
- Institute of Enzymology, Research Center for Natural Sciences, Eötvös Loránd Research Network, Hungary
| | - Katalin Vincze
- Institute of Enzymology, Research Center for Natural Sciences, Eötvös Loránd Research Network, Hungary; Molecular Psychiatry Research Group, National Brain Research Program (NAP), Hungarian Academy of Sciences and Semmelweis University, Hungary
| | - Gábor Földes
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Andrea Á Molnár
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - János M Réthelyi
- Molecular Psychiatry Research Group, National Brain Research Program (NAP), Hungarian Academy of Sciences and Semmelweis University, Hungary; Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Ágota Apáti
- Institute of Enzymology, Research Center for Natural Sciences, Eötvös Loránd Research Network, Hungary.
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16
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P38 MAPK Promotes Migration and Metastatic Activity of BRAF Mutant Melanoma Cells by Inducing Degradation of PMCA4b. Cells 2020; 9:cells9051209. [PMID: 32414111 PMCID: PMC7290426 DOI: 10.3390/cells9051209] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 05/10/2020] [Accepted: 05/11/2020] [Indexed: 02/07/2023] Open
Abstract
Metastatic melanoma is the most aggressive type of skin cancer. Previously, we identified the plasma membrane Ca2+ pump isoform 4b (PMCA4b or ATP2B4) as a putative metastasis suppressor in BRAF mutant melanoma cells. Metastasis suppressors are often downregulated in cancer, therefore, it is important to identify the pathways involved in their degradation. Here, we studied the role of p38 MAPK in PMCA4b degradation and its effect on melanoma metastasis. We found that activation of p38 MAPK induces internalization and subsequent degradation of PMCA4b through the endo/lysosomal system that contributes to the low PMCA4b steady-state protein level of BRAF mutant melanoma cells. Moreover, BRAF wild type cell models including a doxycycline-inducible HEK cell system revealed that p38 MAPK is a universal modulator of PMCA4b endocytosis. Inhibition of the p38 MAPK pathway markedly reduced migration, colony formation and metastatic activity of BRAF mutant cells in vitro partially through an increase in PMCA4b and a decrease in β4 integrin abundance. In conclusion, our data suggest that the p38 MAPK pathway plays a key role in PMCA4b degradation and inhibition of this pathway—by increasing the stability of PMCA4b—may provide a potential therapeutic target for inhibition of melanoma progression and metastasis.
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17
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Apáti Á, Varga N, Berecz T, Erdei Z, Homolya L, Sarkadi B. Application of human pluripotent stem cells and pluripotent stem cell-derived cellular models for assessing drug toxicity. Expert Opin Drug Metab Toxicol 2018; 15:61-75. [PMID: 30526128 DOI: 10.1080/17425255.2019.1558207] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Introduction: Human pluripotent stem cells (hPSCs) are capable of differentiating into all types of cells in the body and so provide suitable toxicology screening systems even for hard-to-obtain human tissues. Since hPSCs can also be generated from differentiated cells and current gene editing technologies allow targeted genome modifications, hPSCs can be applied for drug toxicity screening both in normal and disease-specific models. Targeted hPSC differentiation is still a challenge but cardiac, neuronal or liver cells, and complex cellular models are already available for practical applications. Areas covered: The authors review new gene-editing and cell-biology technologies to generate sensitive toxicity screening systems based on hPSCs. Then the authors present the use of undifferentiated hPSCs for examining embryonic toxicity and discuss drug screening possibilities in hPSC-derived models. The authors focus on the application of human cardiomyocytes, hepatocytes, and neural cultures in toxicity testing, and discuss the recent possibilities for drug screening in a 'body-on-a-chip' model system. Expert opinion: hPSCs and their genetically engineered derivatives provide new possibilities to investigate drug toxicity in human tissues. The key issues in this regard are still the selection and generation of proper model systems, and the interpretation of the results in understanding in vivo drug effects.
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Affiliation(s)
- Ágota Apáti
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
| | - Nóra Varga
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
| | - Tünde Berecz
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
| | - Zsuzsa Erdei
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
| | - László Homolya
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
| | - Balázs Sarkadi
- a Institute of Enzymology , Research Centre for Natural Sciences , Budapest , Hungary
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Lidgerwood GE, Pitson SM, Bonder C, Pébay A. Roles of lysophosphatidic acid and sphingosine-1-phosphate in stem cell biology. Prog Lipid Res 2018; 72:42-54. [PMID: 30196008 DOI: 10.1016/j.plipres.2018.09.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 08/15/2018] [Accepted: 09/05/2018] [Indexed: 02/06/2023]
Abstract
Stem cells are unique in their ability to self-renew and differentiate into various cell types. Because of these features, stem cells are key to the formation of organisms and play fundamental roles in tissue regeneration and repair. Mechanisms controlling their fate are thus fundamental to the development and homeostasis of tissues and organs. Lysophosphatidic acid (LPA) and sphingosine-1-phosphate (S1P) are bioactive phospholipids that play a wide range of roles in multiple cell types, during developmental and pathophysiological events. Considerable evidence now demonstrates the potent roles of LPA and S1P in the biology of pluripotent and adult stem cells, from maintenance to repair. Here we review their roles for each main category of stem cells and explore how those effects impact development and physiopathology.
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Affiliation(s)
- Grace E Lidgerwood
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia; Ophthalmology, Department of Surgery, the University of Melbourne, Melbourne, Australia
| | - Stuart M Pitson
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, Australia
| | - Claudine Bonder
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, Australia
| | - Alice Pébay
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia; Ophthalmology, Department of Surgery, the University of Melbourne, Melbourne, Australia.
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