51
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Sáez M, Blassberg R, Camacho-Aguilar E, Siggia ED, Rand DA, Briscoe J. Statistically derived geometrical landscapes capture principles of decision-making dynamics during cell fate transitions. Cell Syst 2022; 13:12-28.e3. [PMID: 34536382 PMCID: PMC8785827 DOI: 10.1016/j.cels.2021.08.013] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/06/2021] [Accepted: 08/23/2021] [Indexed: 12/20/2022]
Abstract
Fate decisions in developing tissues involve cells transitioning between discrete cell states, each defined by distinct gene expression profiles. The Waddington landscape, in which the development of a cell is viewed as a ball rolling through a valley filled terrain, is an appealing way to describe differentiation. To construct and validate accurate landscapes, quantitative methods based on experimental data are necessary. We combined principled statistical methods with a framework based on catastrophe theory and approximate Bayesian computation to formulate a quantitative dynamical landscape that accurately predicts cell fate outcomes of pluripotent stem cells exposed to different combinations of signaling factors. Analysis of the landscape revealed two distinct ways in which cells make a binary choice between one of two fates. We suggest that these represent archetypal designs for developmental decisions. The approach is broadly applicable for the quantitative analysis of differentiation and for determining the logic of developmental decisions.
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Affiliation(s)
- Meritxell Sáez
- Mathematics Institute, University of Warwick, Coventry CV4 7AL, UK; The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Zeeman Institute for Systems Biology and Infectious Epidemiology Research, University of Warwick, Coventry CV4 7AL, UK
| | | | - Elena Camacho-Aguilar
- Mathematics Institute, University of Warwick, Coventry CV4 7AL, UK; Department of Biosciences, Rice University, Houston, TX 77005, USA
| | - Eric D Siggia
- Center for Studies of Physics and Biology, the Rockefeller University, 1230 York Avenue, New York, NY 10065, USA
| | - David A Rand
- Mathematics Institute, University of Warwick, Coventry CV4 7AL, UK; Zeeman Institute for Systems Biology and Infectious Epidemiology Research, University of Warwick, Coventry CV4 7AL, UK.
| | - James Briscoe
- The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK.
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52
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Schifferl D, Scholze-Wittler M, Wittler L, Veenvliet JV, Koch F, Herrmann BG. A 37 kb region upstream of brachyury comprising a notochord enhancer is essential for notochord and tail development. Development 2021; 148:273520. [PMID: 34822716 PMCID: PMC8722351 DOI: 10.1242/dev.200059] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 11/08/2021] [Indexed: 12/31/2022]
Abstract
The node-streak border region comprising notochord progenitor cells (NPCs) at the posterior node and neuro-mesodermal progenitor cells (NMPs) in the adjacent epiblast is the prime organizing center for axial elongation in mouse embryos. The T-box transcription factor brachyury (T) is essential for both formation of the notochord and maintenance of NMPs, and thus is a key regulator of trunk and tail development. The T promoter controlling T expression in NMPs and nascent mesoderm has been characterized in detail; however, control elements for T expression in the notochord have not been identified yet. We have generated a series of deletion alleles by CRISPR/Cas9 genome editing in mESCs, and analyzed their effects in mutant mouse embryos. We identified a 37 kb region upstream of T that is essential for notochord function and tailbud outgrowth. Within that region, we discovered a T-binding enhancer required for notochord cell specification and differentiation. Our data reveal a complex regulatory landscape controlling cell type-specific expression and function of T in NMP/nascent mesoderm and node/notochord, allowing proper trunk and tail development. Summary: Genetic dissection of the mouse brachyury locus identifies a notochord enhancer and predicts additional control elements essential for trunk and tail development of the mouse embryo.
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Affiliation(s)
- Dennis Schifferl
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany.,Institute of Biology, Department of Biology, Chemistry and Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 1-3, 14195 Berlin, Germany
| | - Manuela Scholze-Wittler
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
| | - Lars Wittler
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
| | - Jesse V Veenvliet
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
| | - Frederic Koch
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
| | - Bernhard G Herrmann
- Max Planck Institute for Molecular Genetics, Department of Developmental Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
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53
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Weldon SA, Münsterberg AE. Somite development and regionalisation of the vertebral axial skeleton. Semin Cell Dev Biol 2021; 127:10-16. [PMID: 34690064 DOI: 10.1016/j.semcdb.2021.10.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 09/27/2021] [Accepted: 10/06/2021] [Indexed: 11/25/2022]
Abstract
A critical stage in the development of all vertebrate embryos is the generation of the body plan and its subsequent patterning and regionalisation along the main anterior-posterior axis. This includes the formation of the vertebral axial skeleton. Its organisation begins during early embryonic development with the periodic formation of paired blocks of mesoderm tissue called somites. Here, we review axial patterning of somites, with a focus on studies using amniote model systems - avian and mouse. We summarise the molecular and cellular mechanisms that generate paraxial mesoderm and review how the different anatomical regions of the vertebral column acquire their specific identity and thus shape the body plan. We also discuss the generation of organoids and embryo-like structures from embryonic stem cells, which provide insights regarding axis formation and promise to be useful for disease modelling.
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Affiliation(s)
- Shannon A Weldon
- School of Biological Sciences, University of East Anglia, Norwich NR4 7TJ, UK
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54
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Romanos M, Allio G, Roussigné M, Combres L, Escalas N, Soula C, Médevielle F, Steventon B, Trescases A, Bénazéraf B. Cell-to-cell heterogeneity in Sox2 and Bra expression guides progenitor motility and destiny. eLife 2021; 10:e66588. [PMID: 34607629 PMCID: PMC8492064 DOI: 10.7554/elife.66588] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 09/13/2021] [Indexed: 12/13/2022] Open
Abstract
Although cell-to-cell heterogeneity in gene and protein expression within cell populations has been widely documented, we know little about its biological functions. By studying progenitors of the posterior region of bird embryos, we found that expression levels of transcription factors Sox2 and Bra, respectively involved in neural tube (NT) and mesoderm specification, display a high degree of cell-to-cell heterogeneity. By combining forced expression and downregulation approaches with time-lapse imaging, we demonstrate that Sox2-to-Bra ratio guides progenitor's motility and their ability to stay in or exit the progenitor zone to integrate neural or mesodermal tissues. Indeed, high Bra levels confer high motility that pushes cells to join the paraxial mesoderm, while high levels of Sox2 tend to inhibit cell movement forcing cells to integrate the NT. Mathematical modeling captures the importance of cell motility regulation in this process and further suggests that randomness in Sox2/Bra cell-to-cell distribution favors cell rearrangements and tissue shape conservation.
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Affiliation(s)
- Michèle Romanos
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
- Institut de Mathématiques de Toulouse UMR 5219, Université de ToulouseToulouseFrance
| | - Guillaume Allio
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | - Myriam Roussigné
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | - Léa Combres
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | - Nathalie Escalas
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | - Cathy Soula
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | - François Médevielle
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
| | | | - Ariane Trescases
- Institut de Mathématiques de Toulouse UMR 5219, Université de ToulouseToulouseFrance
| | - Bertrand Bénazéraf
- Molecular, Cellular and Developmental biology department (MCD), Centre de Biologie Intégrative (CBI), Université de Toulouse, CNRS, UPSToulouseFrance
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55
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Wind M, Tsakiridis A. In Vitro Generation of Posterior Motor Neurons from Human Pluripotent Stem Cells. Curr Protoc 2021; 1:e244. [PMID: 34547185 DOI: 10.1002/cpz1.244] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The ability to generate spinal cord motor neurons from human pluripotent stem cells (hPSCs) is of great use for modelling motor neuron-based diseases and cell-replacement therapies. A key step in the design of hPSC differentiation strategies aiming to produce motor neurons involves induction of the appropriate anteroposterior (A-P) axial identity, an important factor influencing motor neuron subtype specification, functionality, and disease vulnerability. Most current protocols for induction of motor neurons from hPSCs produce predominantly cells of a mixed hindbrain/cervical axial identity marked by expression of Hox paralogous group (PG) members 1-5, but are inefficient in generating high numbers of more posterior thoracic/lumbosacral Hox PG(8-13)+ spinal cord motor neurons. Here, we describe a protocol for efficient generation of thoracic spinal cord cells and motor neurons from hPSCs. This step-wise protocol relies on the initial generation of a neuromesodermal-potent axial progenitor population, which is differentiated first to produce posterior ventral spinal cord progenitors and subsequently to produce posterior motor neurons exhibiting a predominantly thoracic axial identity. © 2021 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Differentiation of neuromesodermal progenitors Basic Protocol 2: Posterior ventral spinal cord progenitor differentiation Basic Protocol 3: Posterior motor neuron differentiation.
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Affiliation(s)
- Matt Wind
- Centre for Stem Cell Biology, Department of Biomedical Science, University of Sheffield, Sheffield, United Kingdom
| | - Anestis Tsakiridis
- Centre for Stem Cell Biology, Department of Biomedical Science, University of Sheffield, Sheffield, United Kingdom
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56
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Mangold K, Mašek J, He J, Lendahl U, Fuchs E, Andersson ER. Highly efficient manipulation of nervous system gene expression with NEPTUNE. CELL REPORTS METHODS 2021; 1:100043. [PMID: 34557863 PMCID: PMC8457050 DOI: 10.1016/j.crmeth.2021.100043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 05/07/2021] [Accepted: 06/11/2021] [Indexed: 11/03/2022]
Abstract
Genetic loss and gain of function in mice have typically been studied by using knockout or knockin mice that take months to years to generate. To address this problem for the nervous system, we developed NEPTUNE (NEural Plate Targeting by in Utero NanoinjEction) to rapidly and flexibly transduce the neural plate with virus prior to neurulation, and thus manipulate the future nervous system. Stable integration in >95% of cells in the brain enabled long-term overexpression, and conditional expression was achieved by using cell-type-specific MiniPromoters. Knockdown of Olig2 by using NEPTUNE recapitulated the phenotype of Olig2 -/- embryos. We used NEPTUNE to investigate Sptbn2, mutations in which cause spinocerebellar ataxia type 5. Sptbn2 knockdown induced dose-dependent defects in the neural tube, embryonic turning, and abdominal wall closure, previously unreported functions for Sptbn2. NEPTUNE thus offers a rapid and cost-effective technique to test gene function in the nervous system and can reveal phenotypes incompatible with life.
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Affiliation(s)
- Katrin Mangold
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm 17177, Sweden
| | - Jan Mašek
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14183, Sweden
| | - Jingyan He
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm 17177, Sweden
| | - Urban Lendahl
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm 17177, Sweden
| | - Elaine Fuchs
- Laboratory of Mammalian Cell Biology and Development, Howard Hughes Medical Institute, The Rockefeller University, New York, NY 10065, USA
| | - Emma R. Andersson
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm 17177, Sweden
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14183, Sweden
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57
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Libby ARG, Joy DA, Elder NH, Bulger EA, Krakora MZ, Gaylord EA, Mendoza-Camacho F, Butts JC, McDevitt TC. Axial elongation of caudalized human organoids mimics aspects of neural tube development. Development 2021; 148:269182. [PMID: 34142711 DOI: 10.1242/dev.198275] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 05/07/2021] [Indexed: 12/12/2022]
Abstract
Axial elongation of the neural tube is crucial during mammalian embryogenesis for anterior-posterior body axis establishment and subsequent spinal cord development, but these processes cannot be interrogated directly in humans as they occur post-implantation. Here, we report an organoid model of neural tube extension derived from human pluripotent stem cell (hPSC) aggregates that have been caudalized with Wnt agonism, enabling them to recapitulate aspects of the morphological and temporal gene expression patterns of neural tube development. Elongating organoids consist largely of neuroepithelial compartments and contain TBXT+SOX2+ neuro-mesodermal progenitors in addition to PAX6+NES+ neural progenitors. A critical threshold of Wnt agonism stimulated singular axial extensions while maintaining multiple cell lineages, such that organoids displayed regionalized anterior-to-posterior HOX gene expression with hindbrain (HOXB1) regions spatially distinct from brachial (HOXC6) and thoracic (HOXB9) regions. CRISPR interference-mediated silencing of TBXT, a Wnt pathway target, increased neuroepithelial compartmentalization, abrogated HOX expression and disrupted uniaxial elongation. Together, these results demonstrate the potent capacity of caudalized hPSC organoids to undergo axial elongation in a manner that can be used to dissect the cellular organization and patterning decisions that dictate early human nervous system development.
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Affiliation(s)
- Ashley R G Libby
- Developmental and Stem Cell Biology PhD Program, University of California, San Francisco, CA 94143, USA.,Gladstone Institutes, San Francisco, CA 94158, USA
| | - David A Joy
- Gladstone Institutes, San Francisco, CA 94158, USA.,UC Berkeley-UC San Francisco Graduate Program in Bioengineering, San Francisco, CA 94158, USA
| | - Nicholas H Elder
- Developmental and Stem Cell Biology PhD Program, University of California, San Francisco, CA 94143, USA.,Gladstone Institutes, San Francisco, CA 94158, USA
| | - Emily A Bulger
- Developmental and Stem Cell Biology PhD Program, University of California, San Francisco, CA 94143, USA.,Gladstone Institutes, San Francisco, CA 94158, USA
| | | | - Eliza A Gaylord
- Developmental and Stem Cell Biology PhD Program, University of California, San Francisco, CA 94143, USA
| | - Frederico Mendoza-Camacho
- Developmental and Stem Cell Biology PhD Program, University of California, San Francisco, CA 94143, USA
| | | | - Todd C McDevitt
- Gladstone Institutes, San Francisco, CA 94158, USA.,Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA 94158, USA
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58
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Ye Z, Braden CR, Wills A, Kimelman D. Identification of in vivo Hox13-binding sites reveals an essential locus controlling zebrafish brachyury expression. Development 2021; 148:268973. [PMID: 34061173 DOI: 10.1242/dev.199408] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 04/19/2021] [Indexed: 12/19/2022]
Abstract
During early embryogenesis, the vertebrate embryo extends from anterior to posterior because of the progressive addition of cells from a posteriorly localized neuromesodermal progenitor (NMp) population. An autoregulatory loop between Wnt and Brachyury/Tbxt is required for NMps to retain mesodermal potential and, hence, normal axis development. We recently showed that Hox13 genes help to support body axis formation and to maintain the autoregulatory loop, although the direct Hox13 target genes were unknown. Here, using a new method for identifying in vivo transcription factor-binding sites, we identified more than 500 potential Hox13 target genes in zebrafish. Importantly, we found two highly conserved Hox13-binding elements far from the tbxta transcription start site that also contain a conserved Tcf7/Lef1 (Wnt response) site. We show that the proximal of the two elements is sufficient to confer somitogenesis-stage expression to a tbxta promoter that, on its own, only drives NMp expression during gastrulation. Importantly, elimination of this proximal element produces shortened embryos due to aberrant formation of the most posterior somites. Our study provides a potential direct connection between Hox13 and regulation of the Wnt/Brachyury loop.
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Affiliation(s)
- Zhi Ye
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - Christopher R Braden
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - Andrea Wills
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - David Kimelman
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
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59
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Mouilleau V, Vaslin C, Robert R, Gribaudo S, Nicolas N, Jarrige M, Terray A, Lesueur L, Mathis MW, Croft G, Daynac M, Rouiller-Fabre V, Wichterle H, Ribes V, Martinat C, Nedelec S. Dynamic extrinsic pacing of the HOX clock in human axial progenitors controls motor neuron subtype specification. Development 2021; 148:148/6/dev194514. [PMID: 33782043 DOI: 10.1242/dev.194514] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 02/16/2021] [Indexed: 12/17/2022]
Abstract
Rostro-caudal patterning of vertebrates depends on the temporally progressive activation of HOX genes within axial stem cells that fuel axial embryo elongation. Whether the pace of sequential activation of HOX genes, the 'HOX clock', is controlled by intrinsic chromatin-based timing mechanisms or by temporal changes in extrinsic cues remains unclear. Here, we studied HOX clock pacing in human pluripotent stem cell-derived axial progenitors differentiating into diverse spinal cord motor neuron subtypes. We show that the progressive activation of caudal HOX genes is controlled by a dynamic increase in FGF signaling. Blocking the FGF pathway stalled induction of HOX genes, while a precocious increase of FGF, alone or with GDF11 ligand, accelerated the HOX clock. Cells differentiated under accelerated HOX induction generated appropriate posterior motor neuron subtypes found along the human embryonic spinal cord. The pacing of the HOX clock is thus dynamically regulated by exposure to secreted cues. Its manipulation by extrinsic factors provides synchronized access to multiple human neuronal subtypes of distinct rostro-caudal identities for basic and translational applications.This article has an associated 'The people behind the papers' interview.
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Affiliation(s)
- Vincent Mouilleau
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France.,I-STEM, UMR 861, Inserm, UEPS, 91100 Corbeil-Essonnes, France
| | - Célia Vaslin
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
| | - Rémi Robert
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
| | - Simona Gribaudo
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
| | - Nour Nicolas
- Laboratory of Development of the Gonads, Unit of Genetic Stability, Stem Cells and Radiation, UMR 967, INSERM, CEA/DSV/iRCM/SCSR, Université Paris Diderot, Sorbonne Paris Cité, Université Paris-Sud, Université Paris-Saclay, Fontenay aux Roses F-92265, France
| | - Margot Jarrige
- I-STEM, UMR 861, Inserm, UEPS, 91100 Corbeil-Essonnes, France
| | - Angélique Terray
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
| | - Léa Lesueur
- I-STEM, UMR 861, Inserm, UEPS, 91100 Corbeil-Essonnes, France
| | - Mackenzie W Mathis
- Departments of Pathology and Cell Biology, Neuroscience, and Neurology, Center for Motor Neuron Biology and Disease, Columbia Stem Cell Initiative, Columbia University Medical Center, New York, NY 10032, USA
| | - Gist Croft
- Departments of Pathology and Cell Biology, Neuroscience, and Neurology, Center for Motor Neuron Biology and Disease, Columbia Stem Cell Initiative, Columbia University Medical Center, New York, NY 10032, USA
| | - Mathieu Daynac
- Institut du Fer à Moulin, 75005 Paris, France.,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
| | - Virginie Rouiller-Fabre
- Laboratory of Development of the Gonads, Unit of Genetic Stability, Stem Cells and Radiation, UMR 967, INSERM, CEA/DSV/iRCM/SCSR, Université Paris Diderot, Sorbonne Paris Cité, Université Paris-Sud, Université Paris-Saclay, Fontenay aux Roses F-92265, France
| | - Hynek Wichterle
- Departments of Pathology and Cell Biology, Neuroscience, and Neurology, Center for Motor Neuron Biology and Disease, Columbia Stem Cell Initiative, Columbia University Medical Center, New York, NY 10032, USA
| | - Vanessa Ribes
- Université de Paris, CNRS, Institut Jacques Monod, 15 rue Hélène Brion, 75013 Paris, France
| | - Cécile Martinat
- I-STEM, UMR 861, Inserm, UEPS, 91100 Corbeil-Essonnes, France
| | - Stéphane Nedelec
- Institut du Fer à Moulin, 75005 Paris, France .,Inserm, UMR-S 1270, 75005 Paris, France.,Sorbonne Université, Science and Engineering Faculty, 75005 Paris, France
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