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Boggess SC, Gandhi V, Tsai MC, Marzette E, Teyssier N, Chou JYY, Hu X, Cramer A, Yadanar L, Shroff K, Jeong CG, Eidenschenk C, Hanson JE, Tian R, Kampmann M. A Massively Parallel CRISPR-Based Screening Platform for Modifiers of Neuronal Activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.02.28.582546. [PMID: 39990495 PMCID: PMC11844385 DOI: 10.1101/2024.02.28.582546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Understanding the complex interplay between gene expression and neuronal activity is crucial for unraveling the molecular mechanisms underlying cognitive function and neurological disorders. Here, we developed pooled screens for neuronal activity, using CRISPR interference (CRISPRi) and the fluorescent calcium integrator CaMPARI2. Using this screening method, we evaluated 1343 genes for their effect on excitability in human iPSC-derived neurons, revealing potential links to neurodegenerative and neurodevelopmental disorders. These genes include known regulators of neuronal excitability, such as TARPs and ion channels, as well as genes associated with autism spectrum disorder and Alzheimer's disease not previously described to affect neuronal excitability. This CRISPRi-based screening platform offers a versatile tool to uncover molecular mechanisms controlling neuronal activity in health and disease.
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Lendemeijer B, Unkel M, Smeenk H, Mossink B, Hijazi S, Gordillo-Sampedro S, Shpak G, Slump DE, van den Hout MCGN, van IJcken WFJ, Bindels EMJ, Hoogendijk WJG, Nadif Kasri N, de Vrij FMS, Kushner SA. Human Pluripotent Stem Cell-Derived Astrocyte Functionality Compares Favorably with Primary Rat Astrocytes. eNeuro 2024; 11:ENEURO.0148-24.2024. [PMID: 39227152 PMCID: PMC11404293 DOI: 10.1523/eneuro.0148-24.2024] [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: 04/03/2024] [Revised: 08/08/2024] [Accepted: 08/19/2024] [Indexed: 09/05/2024] Open
Abstract
Astrocytes are essential for the formation and maintenance of neural networks. However, a major technical challenge for investigating astrocyte function and disease-related pathophysiology has been the limited ability to obtain functional human astrocytes. Despite recent advances in human pluripotent stem cell (hPSC) techniques, primary rodent astrocytes remain the gold standard in coculture with human neurons. We demonstrate that a combination of leukemia inhibitory factor (LIF) and bone morphogenetic protein-4 (BMP4) directs hPSC-derived neural precursor cells to a highly pure population of astroglia in 28 d. Using single-cell RNA sequencing, we confirm the astroglial identity of these cells and highlight profound transcriptional adaptations in cocultured hPSC-derived astrocytes and neurons, consistent with their further maturation. In coculture with human neurons, multielectrode array recordings revealed robust network activity of human neurons in a coculture with hPSC-derived or rat astrocytes [3.63 ± 0.44 min-1 (hPSC-derived), 2.86 ± 0.64 min-1 (rat); p = 0.19]. In comparison, we found increased spike frequency within network bursts of human neurons cocultured with hPSC-derived astrocytes [56.31 ± 8.56 Hz (hPSC-derived), 24.77 ± 4.04 Hz (rat); p < 0.01], and whole-cell patch-clamp recordings revealed an increase of postsynaptic currents [2.76 ± 0.39 Hz (hPSC-derived), 1.07 ± 0.14 Hz (rat); p < 0.001], consistent with a corresponding increase in synapse density [14.90 ± 1.27/100 μm2 (hPSC-derived), 8.39 ± 0.63/100 μm2 (rat); p < 0.001]. Taken together, we show that hPSC-derived astrocytes compare favorably with rat astrocytes in supporting human neural network activity and maturation, providing a fully human platform for investigating astrocyte function and neuronal-glial interactions.
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Affiliation(s)
- Bas Lendemeijer
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
- Department of Psychiatry, Columbia University, New York, New York 10027
- Stavros Niarchos Foundation (SNF) Center for Precision Psychiatry & Mental Health, Columbia University, New York, New York 10027
| | - Maurits Unkel
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Hilde Smeenk
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Britt Mossink
- Department of Human Genetics, Radboud University Medical Center, Nijmegen 6525GA, The Netherlands
| | - Sara Hijazi
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Sara Gordillo-Sampedro
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Guy Shpak
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Denise E Slump
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Mirjam C G N van den Hout
- Department of Cell Biology, Center for Biomics, Erasmus University Medical Center, Rotterdam 3015AA, The Netherlands
| | - Wilfred F J van IJcken
- Department of Cell Biology, Center for Biomics, Erasmus University Medical Center, Rotterdam 3015AA, The Netherlands
| | - Eric M J Bindels
- Department of Hematology, Erasmus University Medical Center, Rotterdam 3015AA, The Netherlands
| | - Witte J G Hoogendijk
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
| | - Nael Nadif Kasri
- Department of Human Genetics, Radboud University Medical Center, Nijmegen 6525GA, The Netherlands
| | - Femke M S de Vrij
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
- ENCORE Expertise Center for Neurodevelopmental Disorders, Erasmus University Medical Center, Rotterdam 3015AA, The Netherlands
| | - Steven A Kushner
- Department of Psychiatry, Erasmus University Medical Center, Rotterdam 3015 AA, The Netherlands
- Department of Psychiatry, Columbia University, New York, New York 10027
- Stavros Niarchos Foundation (SNF) Center for Precision Psychiatry & Mental Health, Columbia University, New York, New York 10027
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Lemieux MR, Freigassner B, Hanson JL, Thathey Z, Opp MR, Hoeffer CA, Link CD. Multielectrode array characterization of human induced pluripotent stem cell derived neurons in co-culture with primary human astrocytes. PLoS One 2024; 19:e0303901. [PMID: 38917115 PMCID: PMC11198861 DOI: 10.1371/journal.pone.0303901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 05/02/2024] [Indexed: 06/27/2024] Open
Abstract
Human induced pluripotent stem cells (hiPSCs) derived into neurons offer a powerful in vitro model to study cellular processes. One method to characterize functional network properties of these cells is using multielectrode arrays (MEAs). MEAs can measure the electrophysiological activity of cellular cultures for extended periods of time without disruption. Here we used WTC11 hiPSCs with a doxycycline-inducible neurogenin 2 (NGN2) transgene differentiated into neurons co-cultured with primary human astrocytes. We achieved a synchrony index ∼0.9 in as little as six-weeks with a mean firing rate of ∼13 Hz. Previous reports show that derived 3D brain organoids can take several months to achieve similar strong network burst synchrony. We also used this co-culture to model aspects of blood-brain barrier breakdown by using human serum. Our fully human co-culture achieved strong network burst synchrony in a fraction of the time of previous reports, making it an excellent first pass, high-throughput method for studying network properties and neurodegenerative diseases.
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Affiliation(s)
- Maddie R. Lemieux
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Bernhard Freigassner
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Jessica L. Hanson
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Zahra Thathey
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Mark R. Opp
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Charles A. Hoeffer
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Christopher D. Link
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States of America
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Qu G, Merchant JP, Clatot J, DeFlitch LM, Frederick DJ, Tang S, Salvatore M, Zhang X, Li J, Anderson SA, Goldberg EM. Targeted blockade of aberrant sodium current in a stem cell-derived neuron model of SCN3A encephalopathy. Brain 2024; 147:1247-1263. [PMID: 37935051 PMCID: PMC10994535 DOI: 10.1093/brain/awad376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/30/2023] [Accepted: 10/20/2023] [Indexed: 11/09/2023] Open
Abstract
Missense variants in SCN3A encoding the voltage-gated sodium (Na+) channel α subunit Nav1.3 are associated with SCN3A-related neurodevelopmental disorder (SCN3A-NDD), a spectrum of disease that includes epilepsy and malformation of cortical development. How genetic variation in SCN3A leads to pathology remains unclear, as prior electrophysiological work on disease-associated variants has been performed exclusively in heterologous cell systems. To further investigate the mechanisms of SCN3A-NDD pathogenesis, we used CRISPR/Cas9 gene editing to modify a control human induced pluripotent stem cell (iPSC) line to express the recurrent de novo missense variant SCN3A c.2624T>C (p.Ile875Thr). With the established Ngn2 rapid induction protocol, we generated glutamatergic forebrain-like neurons (iNeurons), which we showed to express SCN3A mRNA and Nav1.3-mediated Na+ currents. We performed detailed whole-cell patch clamp recordings to determine the effect of the SCN3A-p.Ile875Thr variant on endogenous Na+ currents in, and intrinsic excitability of, human neurons. Compared to control iNeurons, variant-expressing iNeurons exhibit markedly increased slowly-inactivating/persistent Na+ current, abnormal firing patterns with paroxysmal bursting and plateau-like potentials with action potential failure, and a hyperpolarized voltage threshold for action potential generation. We then validated these findings using a separate iPSC line generated from a patient harbouring the SCN3A-p.Ile875Thr variant compared to a corresponding CRISPR-corrected isogenic control line. Finally, we found that application of the Nav1.3-selective blocker ICA-121431 normalizes action potential threshold and aberrant firing patterns in SCN3A-p.Ile1875Thr iNeurons; in contrast, consistent with action as a Na+ channel blocker, ICA-121431 decreases excitability of control iNeurons. Our findings demonstrate that iNeurons can model the effects of genetic variation in SCN3A yet reveal a complex relationship between gain-of-function at the level of the ion channel versus impact on neuronal excitability. Given the transient expression of SCN3A in the developing human nervous system, selective blockade or suppression of Nav1.3-containing Na+ channels could represent a therapeutic approach towards SCN3A-NDD.
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Affiliation(s)
- Guojie Qu
- Division of Neurology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Julie P Merchant
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Jérôme Clatot
- Division of Neurology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- The Epilepsy NeuroGenetics Initiative, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Leah M DeFlitch
- Division of Neurology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Danny J Frederick
- Department of Child and Adolescent Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Sheng Tang
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Madeleine Salvatore
- Department of Child and Adolescent Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Xiaohong Zhang
- Division of Neurology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Jianping Li
- Department of Child and Adolescent Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Stewart A Anderson
- The Epilepsy NeuroGenetics Initiative, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Ethan M Goldberg
- Division of Neurology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
- The Epilepsy NeuroGenetics Initiative, The Children’s Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
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Lemieux MR, Freigassner B, Thathey Z, Opp MR, Hoeffer CA, Link CD. Multielectrode array characterization of human induced pluripotent stem cell derived neurons in co-culture with primary human astrocytes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.04.583341. [PMID: 38496655 PMCID: PMC10942372 DOI: 10.1101/2024.03.04.583341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Human induced pluripotent stem cells (hiPSCs) derived into neurons offer a powerful in vitro model to study cellular processes. One method to characterize functional network properties of these cells is using multielectrode arrays (MEAs). MEAs can measure the electrophysiological activity of cellular cultures for extended periods of time without disruption. Here we used WTC11 hiPSCs with a doxycycline-inducible neurogenin 2 (NGN2) transgene differentiated into neurons co-cultured with primary human astrocytes. We achieved a synchrony index ~0.9 in as little as six-weeks with a mean firing rate of ~13 Hz. Previous reports show that derived 3D brain organoids can take several months to achieve similar strong network burst synchrony. We also used this co-culture to model aspects of sporadic Alzheimer's disease by mimicking blood-brain barrier breakdown using a human serum. Our fully human co-culture achieved strong network burst synchrony in a fraction of the time of previous reports, making it an excellent first pass, high-throughput method for studying network properties and neurodegenerative diseases.
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Affiliation(s)
- Maddie R Lemieux
- Department of Integrative Physiology, University of Colorado Boulder
| | | | - Zahra Thathey
- Department of Integrative Physiology, University of Colorado Boulder
| | - Mark R Opp
- Department of Integrative Physiology, University of Colorado Boulder
| | - Charles A Hoeffer
- Department of Integrative Physiology, University of Colorado Boulder
- Institute for Behavioral Genetics, University of Colorado Boulder
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Kwok CK, Sébastien I, Hariharan K, Meiser I, Wihan J, Altmaier S, Karnatz I, Bauer D, Fischer B, Feile A, Cabrera-Socorro A, Rasmussen M, Holst B, Neubauer JC, Clausen C, Verfaillie C, Ebneth A, Hansson M, Steeg R, Zimmermann H. Scalable expansion of iPSC and their derivatives across multiple lineages. Reprod Toxicol 2022; 112:23-35. [PMID: 35595152 DOI: 10.1016/j.reprotox.2022.05.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 05/10/2022] [Accepted: 05/13/2022] [Indexed: 12/30/2022]
Abstract
Induced pluripotent stem cell (iPSC) technology enabled the production of pluripotent stem cell lines from somatic cells from a range of known genetic backgrounds. Their ability to differentiate and generate a wide variety of cell types has resulted in their use for various biomedical applications, including toxicity testing. Many of these iPSC lines are now registered in databases and stored in biobanks such as the European Bank for induced pluripotent Stem Cells (EBiSC), which can streamline the quality control and distribution of these individual lines. To generate the quantities of cells for banking and applications like high-throughput toxicity screening, scalable and robust methods need to be developed to enable the large-scale production of iPSCs. 3D suspension culture platforms are increasingly being used by stem cell researchers, owing to a higher cell output in a smaller footprint, as well as simpler scaling by increasing culture volume. Here we describe our strategies for successful scalable production of iPSCs using a benchtop bioreactor and incubator for 3D suspension cultures, while maintaining quality attributes expected of high-quality iPSC lines. Additionally, to meet the increasing demand for "ready-to-use" cell types, we report recent work to establish robust, scalable differentiation protocols to cardiac, neural, and hepatic fate to enable EBiSC to increase available research tools.
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Affiliation(s)
- Chee Keong Kwok
- Cell Therapy R&D, Novo Nordisk A/S, Novo Nordisk Park 1, 2760 Måløv, Denmark
| | - Isabelle Sébastien
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Krithika Hariharan
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Ina Meiser
- Fraunhofer Institute for Biomedical Engineering IBMT, Joseph-von-Fraunhofer-Weg 1, 66820 Sulzbach, Germany
| | - Jeanette Wihan
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Saskia Altmaier
- Fraunhofer Institute for Biomedical Engineering IBMT, Joseph-von-Fraunhofer-Weg 1, 66820 Sulzbach, Germany
| | - Isabell Karnatz
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Dominic Bauer
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Benjamin Fischer
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Alexander Feile
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany
| | - Alfredo Cabrera-Socorro
- Neuroscience Therapeutic Area, Janssen Research & Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | | | - Bjørn Holst
- Bioneer A/S, Kogle Allé 2, 2970 Hørsholm, Denmark
| | - Julia C Neubauer
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany; Fraunhofer Institute for Biomedical Engineering IBMT, Joseph-von-Fraunhofer-Weg 1, 66820 Sulzbach, Germany
| | | | - Catherine Verfaillie
- Department of Development and Regeneration, Stem Cell Institute, UZ Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Andreas Ebneth
- Neuroscience Therapeutic Area, Janssen Research & Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Mattias Hansson
- Cell Therapy R&D, Novo Nordisk A/S, Novo Nordisk Park 1, 2760 Måløv, Denmark
| | - Rachel Steeg
- Fraunhofer UK Research Ltd, Technology and Innovation Centre, 99 George Street, G1 1RD Glasgow, United Kingdom
| | - Heiko Zimmermann
- Fraunhofer Project Center for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Neunerplatz 2, 97082 Würzburg, Germany; Fraunhofer Institute for Biomedical Engineering IBMT, Joseph-von-Fraunhofer-Weg 1, 66820 Sulzbach, Germany; Department of Molecular and Cellular Biotechnology, Saarland University, 66123 Saarbrücken, Germany; Facultad de Ciencias del Mar, Universidad Católica del Norte, Coquimbo, Chile.
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Hulme AJ, Maksour S, St-Clair Glover M, Miellet S, Dottori M. Making neurons, made easy: The use of Neurogenin-2 in neuronal differentiation. Stem Cell Reports 2021; 17:14-34. [PMID: 34971564 PMCID: PMC8758946 DOI: 10.1016/j.stemcr.2021.11.015] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/27/2021] [Accepted: 11/29/2021] [Indexed: 01/01/2023] Open
Abstract
Directed neuronal differentiation of human pluripotent stem cells (hPSCs), neural progenitors, or fibroblasts using transcription factors has allowed for the rapid and highly reproducible differentiation of mature and functional neurons. Exogenous expression of the transcription factor Neurogenin-2 (NGN2) has been widely used to generate different populations of neurons, which have been used in neurodevelopment studies, disease modeling, drug screening, and neuronal replacement therapies. Could NGN2 be a “one-glove-fits-all” approach for neuronal differentiations? This review summarizes the cellular roles of NGN2 and describes the applications and limitations of using NGN2 for the rapid and directed differentiation of neurons.
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Affiliation(s)
- Amy J Hulme
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia; School of Medicine, University of Wollongong, Wollongong, NSW, Australia; Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - Simon Maksour
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia; School of Medicine, University of Wollongong, Wollongong, NSW, Australia; Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - Mitchell St-Clair Glover
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia; School of Medicine, University of Wollongong, Wollongong, NSW, Australia; Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - Sara Miellet
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia; School of Medicine, University of Wollongong, Wollongong, NSW, Australia; Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - Mirella Dottori
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia; School of Medicine, University of Wollongong, Wollongong, NSW, Australia; Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia.
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