1
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Scuderi S, Kang TY, Jourdon A, Nelson A, Yang L, Wu F, Anderson GM, Mariani J, Tomasini L, Sarangi V, Abyzov A, Levchenko A, Vaccarino FM. Specification of human brain regions with orthogonal gradients of WNT and SHH in organoids reveals patterning variations across cell lines. Cell Stem Cell 2025:S1934-5909(25)00141-9. [PMID: 40315847 DOI: 10.1016/j.stem.2025.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 03/10/2025] [Accepted: 04/09/2025] [Indexed: 05/04/2025]
Abstract
The repertoire of neurons and their progenitors depends on their location along the antero-posterior and dorso-ventral axes of the neural tube. To model these axes, we designed the Dual Orthogonal-Morphogen Assisted Patterning System (Duo-MAPS) diffusion device to expose spheres of induced pluripotent stem cells (iPSCs) to concomitant orthogonal gradients of a posteriorizing and a ventralizing morphogen, activating WNT and SHH signaling, respectively. Comparison with single-cell transcriptomes from the fetal human brain revealed that Duo-MAPS-patterned organoids generated an extensive diversity of neuronal lineages from the forebrain, midbrain, and hindbrain. WNT and SHH crosstalk translated into early patterns of gene expression programs associated with the generation of specific brain lineages with distinct functional networks. Human iPSC lines showed substantial interindividual and line-to-line variations in their response to morphogens, highlighting that genetic and epigenetic variations may influence regional specification. Morphogen gradients promise to be a key approach to model the brain in its entirety.
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Affiliation(s)
- Soraya Scuderi
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | - Tae-Yun Kang
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Systems Biology Institute, Yale University, West Haven, CT 06516, USA; Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Alexandre Jourdon
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | - Alex Nelson
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | - Liang Yang
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Systems Biology Institute, Yale University, West Haven, CT 06516, USA; Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Feinan Wu
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | | | - Jessica Mariani
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | - Livia Tomasini
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA
| | - Vivekananda Sarangi
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Alexej Abyzov
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Andre Levchenko
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Systems Biology Institute, Yale University, West Haven, CT 06516, USA; Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.
| | - Flora M Vaccarino
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, CT 06520, USA; Child Study Center, Yale University, New Haven, CT 06520, USA; Department of Neuroscience, Yale University, New Haven, CT 06520, USA; Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA.
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2
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Glass MR, Matoba N, Beltran AA, Patel NK, Farah TM, Eswar K, Bhargava S, Huang K, Curtin I, Ahmed S, Srivastava M, Drake E, Davis LT, Yeturi M, Sun K, Love MI, Simon JM, St John T, Marrus N, Pandey J, Estes A, Dager S, Schultz RT, Botteron K, Evans A, Kim SH, Styner M, McKinstry RC, Collins DL, Volk H, Benke K, Zwaigenbaum L, Hazlett H, Beltran AS, Girault JB, Shen MD, Piven J, Stein JL. Early cell cycle genes in cortical organoid progenitors predict interindividual variability in infant brain growth trajectories. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.07.637106. [PMID: 39974968 PMCID: PMC11839139 DOI: 10.1101/2025.02.07.637106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Human induced pluripotent stem cell (iPSC) derived cortical organoids (hCOs) model neurogenesis on an individual's genetic background. The degree to which hCO phenotypes recapitulate the brain growth of the participants from which they were derived is not well established. We generated up to 3 iPSC clones from each of 18 participants in the Infant Brain Imaging Study, who have undergone longitudinal brain imaging during infancy. We identified consistent hCO morphology and cortical cell types across clones from the same participant. hCO cross-sectional area and production of cortical hem cells were associated with in vivo cortical growth rates. Cell cycle associated genes expression in early progenitors at the crux of fate decision trajectories were correlated with cortical growth rate from 6-12 months of age, and were enriched in microcephaly and neurodevelopmental disorder genes. Our data suggest the hCOs capture inter-individual variation in cortical cell types influencing infant cortical surface area expansion.
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Affiliation(s)
- Madison R Glass
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors contributed equally
| | - Nana Matoba
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors contributed equally
| | - Alvaro A Beltran
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Niyanta K Patel
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Tala M Farah
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Karthik Eswar
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Shivam Bhargava
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Karen Huang
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Ian Curtin
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Sara Ahmed
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Mary Srivastava
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Emma Drake
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Liam T Davis
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Meghana Yeturi
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Kexin Sun
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Michael I Love
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Jeremy M Simon
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Present address: Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
- Present address: Department of Biostatistics, Harvard T.H. Chan School of Public Health, MA, USA
| | - Tanya St John
- Department of Speech and Hearing Sciences, University of Washington; Seattle, WA, USA
- University of Washington Autism Center, University of Washington; Seattle, WA, USA
| | - Natasha Marrus
- Department of Psychiatry, Washington University School of Medicine; St. Louis, MO, USA
| | - Juhi Pandey
- Department of Psychiatry, University of Pennsylvania; Philadelphia, PA, USA
- Center for Autism Research, Children's Hospital of Philadelphia; Philadelphia, PA, USA
- Department of Pediatrics, University of Pennsylvania; Philadelphia, USA
| | - Annette Estes
- Department of Speech and Hearing Sciences, University of Washington; Seattle, WA, USA
- University of Washington Autism Center, University of Washington; Seattle, WA, USA
| | - Stephen Dager
- Department of Radiology, University of Washington; Seattle, WA, USA
- Department of Bioengineering, University of Washington; Seattle, WA, USA
| | - Robert T Schultz
- Department of Psychiatry, University of Pennsylvania; Philadelphia, PA, USA
- Center for Autism Research, Children's Hospital of Philadelphia; Philadelphia, PA, USA
- Department of Pediatrics, University of Pennsylvania; Philadelphia, USA
| | - Kelly Botteron
- Department of Psychiatry, Washington University School of Medicine; St. Louis, MO, USA
| | - Alan Evans
- Department of Neurology and Neurosurgery, McGill University; Montreal, QC, CA
- Department of Psychiatry, McGill University; Montreal, QC, CA
- Department of Biomedical Engineering, McGill University; Montreal, QC, CA
| | - Sun Hyung Kim
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Martin Styner
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Computer Sciences, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Robert C McKinstry
- Department of Psychiatry, Washington University School of Medicine; St. Louis, MO, USA
| | - D Louis Collins
- Department of Neurology and Neurosurgery, McGill University; Montreal, QC, CA
- Department of Biomedical Engineering, McGill University; Montreal, QC, CA
| | - Heather Volk
- School of Public Health, Johns Hopkins; Baltimore, MD, USA
| | - Kelly Benke
- School of Public Health, Johns Hopkins; Baltimore, MD, USA
| | - Lonnie Zwaigenbaum
- Department of Developmental Pediatrics, University of Alberta; Edmonton, AB, CA
| | - Heather Hazlett
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Adriana S Beltran
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Jessica B Girault
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors jointly supervised
| | - Mark D Shen
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors jointly supervised
| | - Joseph Piven
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors jointly supervised
| | - Jason L Stein
- Department of Genetics, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
- These authors jointly supervised
- Lead contact
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3
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Kim SK, Seo S, Stein-O'Brien G, Jaishankar A, Ogawa K, Micali N, Luria V, Karger A, Wang Y, Kim H, Hyde TM, Kleinman JE, Voss T, Fertig EJ, Shin JH, Bürli R, Cross AJ, Brandon NJ, Weinberger DR, Chenoweth JG, Hoeppner DJ, Sestan N, Colantuoni C, McKay RD. Individual variation in the emergence of anterior-to-posterior neural fates from human pluripotent stem cells. Stem Cell Reports 2024; 19:1336-1350. [PMID: 39151428 PMCID: PMC11411333 DOI: 10.1016/j.stemcr.2024.07.004] [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: 09/18/2023] [Revised: 07/16/2024] [Accepted: 07/16/2024] [Indexed: 08/19/2024] Open
Abstract
Variability between human pluripotent stem cell (hPSC) lines remains a challenge and opportunity in biomedicine. In this study, hPSC lines from multiple donors were differentiated toward neuroectoderm and mesendoderm lineages. We revealed dynamic transcriptomic patterns that delineate the emergence of these lineages, which were conserved across lines, along with individual line-specific transcriptional signatures that were invariant throughout differentiation. These transcriptomic signatures predicted an antagonism between SOX21-driven forebrain fates and retinoic acid-induced hindbrain fates. Replicate lines and paired adult tissue demonstrated the stability of these line-specific transcriptomic traits. We show that this transcriptomic variation in lineage bias had both genetic and epigenetic origins, aligned with the anterior-to-posterior structure of early mammalian development, and was present across a large collection of hPSC lines. These findings contribute to developing systematic analyses of PSCs to define the origin and consequences of variation in the early events orchestrating individual human development.
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Affiliation(s)
- Suel-Kee Kim
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Seungmae Seo
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | | | - Amritha Jaishankar
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Kazuya Ogawa
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Nicola Micali
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Victor Luria
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA; Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Amir Karger
- IT-Research Computing, Harvard Medical School, Boston, MA 02115, USA
| | - Yanhong Wang
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Hyojin Kim
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Thomas M Hyde
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Departments of Neurology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; Departments of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Joel E Kleinman
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Departments of Neurology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Ty Voss
- Division of Preclinical Innovation, Nation Center for Advancing Translational Science, NIH, Bethesda, MD 20892, USA
| | - Elana J Fertig
- Departments of Oncology, Biomedical Engineering, and Applied Mathematics and Statistics, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Joo-Heon Shin
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Roland Bürli
- Astra-Zeneca Neuroscience iMED., 141 Portland Street, Cambridge, MA 01239, USA
| | - Alan J Cross
- Astra-Zeneca Neuroscience iMED., 141 Portland Street, Cambridge, MA 01239, USA
| | - Nicholas J Brandon
- Astra-Zeneca Neuroscience iMED., 141 Portland Street, Cambridge, MA 01239, USA
| | - Daniel R Weinberger
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Departments of Neurology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; Departments of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; Departments of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Joshua G Chenoweth
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Daniel J Hoeppner
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA
| | - Nenad Sestan
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Departments of Genetics, Psychiatry, and Comparative Medicine, Kavli Institute for Neuroscience, Program in Cellular Neuroscience, Neurodegeneration and Repair, Child Study Center, Yale School of Medicine, New Haven, CT 06510, USA.
| | - Carlo Colantuoni
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Departments of Neurology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; Departments of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA; Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
| | - Ronald D McKay
- Lieber Institute for Brain Development, 855 North Wolfe Street, Baltimore, MD 21205, USA; Departments of Cell Biology, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA.
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4
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Mato-Blanco X, Kim SK, Jourdon A, Ma S, Tebbenkamp AT, Liu F, Duque A, Vaccarino FM, Sestan N, Colantuoni C, Rakic P, Santpere G, Micali N. Early Developmental Origins of Cortical Disorders Modeled in Human Neural Stem Cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.14.598925. [PMID: 38915580 PMCID: PMC11195173 DOI: 10.1101/2024.06.14.598925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
The implications of the early phases of human telencephalic development, involving neural stem cells (NSCs), in the etiology of cortical disorders remain elusive. Here, we explored the expression dynamics of cortical and neuropsychiatric disorder-associated genes in datasets generated from human NSCs across telencephalic fate transitions in vitro and in vivo. We identified risk genes expressed in brain organizers and sequential gene regulatory networks across corticogenesis revealing disease-specific critical phases, when NSCs are more vulnerable to gene dysfunctions, and converging signaling across multiple diseases. Moreover, we simulated the impact of risk transcription factor (TF) depletions on different neural cell types spanning the developing human neocortex and observed a spatiotemporal-dependent effect for each perturbation. Finally, single-cell transcriptomics of newly generated autism-affected patient-derived NSCs in vitro revealed recurrent alterations of TFs orchestrating brain patterning and NSC lineage commitment. This work opens new perspectives to explore human brain dysfunctions at the early phases of development.
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Affiliation(s)
- Xoel Mato-Blanco
- Hospital del Mar Research Institute, Parc de Recerca Biomèdica de Barcelona (PRBB), 08003 Barcelona, Catalonia, Spain
| | - Suel-Kee Kim
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Alexandre Jourdon
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Shaojie Ma
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | | | - Fuchen Liu
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Alvaro Duque
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Flora M. Vaccarino
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Nenad Sestan
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
- Departments of Psychiatry, Genetics and Comparative Medicine, Wu Tsai Institute, Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale School of Medicine, New Haven, CT 06510, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Carlo Colantuoni
- Depts. of Neurology, Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Pasko Rakic
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Gabriel Santpere
- Hospital del Mar Research Institute, Parc de Recerca Biomèdica de Barcelona (PRBB), 08003 Barcelona, Catalonia, Spain
| | - Nicola Micali
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
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5
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Chenoweth JG, Colantuoni C, Striegel DA, Genzor P, Brandsma J, Blair PW, Krishnan S, Chiyka E, Fazli M, Mehta R, Considine M, Cope L, Knight AC, Elayadi A, Fox A, Hertzano R, Letizia AG, Owusu-Ofori A, Boakye I, Aduboffour AA, Ansong D, Biney E, Oduro G, Schully KL, Clark DV. Gene expression signatures in blood from a West African sepsis cohort define host response phenotypes. Nat Commun 2024; 15:4606. [PMID: 38816375 PMCID: PMC11139862 DOI: 10.1038/s41467-024-48821-0] [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: 05/12/2023] [Accepted: 05/13/2024] [Indexed: 06/01/2024] Open
Abstract
Our limited understanding of the pathophysiological mechanisms that operate during sepsis is an obstacle to rational treatment and clinical trial design. There is a critical lack of data from low- and middle-income countries where the sepsis burden is increased which inhibits generalized strategies for therapeutic intervention. Here we perform RNA sequencing of whole blood to investigate longitudinal host response to sepsis in a Ghanaian cohort. Data dimensional reduction reveals dynamic gene expression patterns that describe cell type-specific molecular phenotypes including a dysregulated myeloid compartment shared between sepsis and COVID-19. The gene expression signatures reported here define a landscape of host response to sepsis that supports interventions via targeting immunophenotypes to improve outcomes.
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Affiliation(s)
- Josh G Chenoweth
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.
| | - Carlo Colantuoni
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Deborah A Striegel
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Pavol Genzor
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Joost Brandsma
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Paul W Blair
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
- Department of Pathology, Uniformed Services University, Bethesda, MD, USA
| | - Subramaniam Krishnan
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Elizabeth Chiyka
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Mehran Fazli
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Rittal Mehta
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Michael Considine
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Leslie Cope
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Audrey C Knight
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Anissa Elayadi
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Anne Fox
- Naval Medical Research Unit EURAFCENT Ghana detachment, Accra, Ghana
| | - Ronna Hertzano
- Section on Omics and Translational Science of Hearing, Neurotology Branch, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD, USA
| | - Andrew G Letizia
- Naval Medical Research Unit EURAFCENT Ghana detachment, Accra, Ghana
| | - Alex Owusu-Ofori
- Laboratory Services Directorate, Komfo Anokye Teaching Hospital (KATH), Kumasi, Ghana
- Department of Clinical Microbiology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Isaac Boakye
- Research and Development Unit, KATH, Kumasi, Ghana
| | - Albert A Aduboffour
- Laboratory Services Directorate, Komfo Anokye Teaching Hospital (KATH), Kumasi, Ghana
| | - Daniel Ansong
- Child Health Directorate, KATH, Kumasi, Ghana
- Department of Child Health, KNUST, Kumasi, Ghana
| | - Eno Biney
- Accident and Emergency Department, KATH, Kumasi, Ghana
| | - George Oduro
- Accident and Emergency Department, KATH, Kumasi, Ghana
| | - Kevin L Schully
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), Biological Defense Research Directorate, Naval Medical Research Command-Frederick, Ft. Detrick, MD, USA
| | - Danielle V Clark
- Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
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6
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Scuderi S, Kang TY, Jourdon A, Yang L, Wu F, Nelson A, Anderson GM, Mariani J, Sarangi V, Abyzov A, Levchenko A, Vaccarino FM. Specification of human regional brain lineages using orthogonal gradients of WNT and SHH in organoids. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.18.594828. [PMID: 38798404 PMCID: PMC11118582 DOI: 10.1101/2024.05.18.594828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
The repertory of neurons generated by progenitor cells depends on their location along antero-posterior and dorso-ventral axes of the neural tube. To understand if recreating those axes was sufficient to specify human brain neuronal diversity, we designed a mesofluidic device termed Duo-MAPS to expose induced pluripotent stem cells (iPSC) to concomitant orthogonal gradients of a posteriorizing and a ventralizing morphogen, activating WNT and SHH signaling, respectively. Comparison of single cell transcriptomes with fetal human brain revealed that Duo-MAPS-patterned organoids generated the major neuronal lineages of the forebrain, midbrain, and hindbrain. Morphogens crosstalk translated into early patterns of gene expression programs predicting the generation of specific brain lineages. Human iPSC lines from six different genetic backgrounds showed substantial differences in response to morphogens, suggesting that interindividual genomic and epigenomic variations could impact brain lineages formation. Morphogen gradients promise to be a key approach to model the brain in its entirety.
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7
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Sun M, Gao Y, Li Z, Yang L, Liu G, Xu Z, Guo R, You Y, Yang Z. ERK signaling expands mammalian cortical radial glial cells and extends the neurogenic period. Proc Natl Acad Sci U S A 2024; 121:e2314802121. [PMID: 38498715 PMCID: PMC10990156 DOI: 10.1073/pnas.2314802121] [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: 09/01/2023] [Accepted: 02/12/2024] [Indexed: 03/20/2024] Open
Abstract
The molecular basis for cortical expansion during evolution remains largely unknown. Here, we report that fibroblast growth factor (FGF)-extracellular signal-regulated kinase (ERK) signaling promotes the self-renewal and expansion of cortical radial glial (RG) cells. Furthermore, FGF-ERK signaling induces bone morphogenic protein 7 (Bmp7) expression in cortical RG cells, which increases the length of the neurogenic period. We demonstrate that ERK signaling and Sonic Hedgehog (SHH) signaling mutually inhibit each other in cortical RG cells. We provide evidence that ERK signaling is elevated in cortical RG cells during development and evolution. We propose that the expansion of the mammalian cortex, notably in human, is driven by the ERK-BMP7-GLI3R signaling pathway in cortical RG cells, which participates in a positive feedback loop through antagonizing SHH signaling. We also propose that the relatively short cortical neurogenic period in mice is partly due to mouse cortical RG cells receiving higher SHH signaling that antagonizes ERK signaling.
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Affiliation(s)
- Mengge Sun
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Yanjing Gao
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Zhenmeiyu Li
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Lin Yang
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Guoping Liu
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Zhejun Xu
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Rongliang Guo
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Yan You
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
| | - Zhengang Yang
- State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai200032, China
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8
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Li Z, Liu G, Yang L, Sun M, Zhang Z, Xu Z, Gao Y, Jiang X, Su Z, Li X, Yang Z. BMP7 expression in mammalian cortical radial glial cells increases the length of the neurogenic period. Protein Cell 2024; 15:21-35. [PMID: 37300483 PMCID: PMC10762677 DOI: 10.1093/procel/pwad036] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
The seat of human intelligence is the human cerebral cortex, which is responsible for our exceptional cognitive abilities. Identifying principles that lead to the development of the large-sized human cerebral cortex will shed light on what makes the human brain and species so special. The remarkable increase in the number of human cortical pyramidal neurons and the size of the human cerebral cortex is mainly because human cortical radial glial cells, primary neural stem cells in the cortex, generate cortical pyramidal neurons for more than 130 days, whereas the same process takes only about 7 days in mice. The molecular mechanisms underlying this difference are largely unknown. Here, we found that bone morphogenic protein 7 (BMP7) is expressed by increasing the number of cortical radial glial cells during mammalian evolution (mouse, ferret, monkey, and human). BMP7 expression in cortical radial glial cells promotes neurogenesis, inhibits gliogenesis, and thereby increases the length of the neurogenic period, whereas Sonic Hedgehog (SHH) signaling promotes cortical gliogenesis. We demonstrate that BMP7 signaling and SHH signaling mutually inhibit each other through regulation of GLI3 repressor formation. We propose that BMP7 drives the evolutionary expansion of the mammalian cortex by increasing the length of the neurogenic period.
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Affiliation(s)
- Zhenmeiyu Li
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Guoping Liu
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Lin Yang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Mengge Sun
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Zhuangzhi Zhang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Zhejun Xu
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Yanjing Gao
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Xin Jiang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Zihao Su
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Xiaosu Li
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Zhengang Yang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
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9
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Micali N, Ma S, Li M, Kim SK, Mato-Blanco X, Sindhu SK, Arellano JI, Gao T, Shibata M, Gobeske KT, Duque A, Santpere G, Sestan N, Rakic P. Molecular programs of regional specification and neural stem cell fate progression in macaque telencephalon. Science 2023; 382:eadf3786. [PMID: 37824652 PMCID: PMC10705812 DOI: 10.1126/science.adf3786] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 07/30/2023] [Indexed: 10/14/2023]
Abstract
During early telencephalic development, intricate processes of regional patterning and neural stem cell (NSC) fate specification take place. However, our understanding of these processes in primates, including both conserved and species-specific features, remains limited. Here, we profiled 761,529 single-cell transcriptomes from multiple regions of the prenatal macaque telencephalon. We deciphered the molecular programs of the early organizing centers and their cross-talk with NSCs, revealing primate-biased galanin-like peptide (GALP) signaling in the anteroventral telencephalon. Regional transcriptomic variations were observed along the frontotemporal axis during early stages of neocortical NSC progression and in neurons and astrocytes. Additionally, we found that genes associated with neuropsychiatric disorders and brain cancer risk might play critical roles in the early telencephalic organizers and during NSC progression.
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Affiliation(s)
- Nicola Micali
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Shaojie Ma
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mingfeng Li
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, 430030, Wuhan, China
| | - Suel-Kee Kim
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Xoel Mato-Blanco
- Hospital del Mar Research Institute, Parc de Recerca Biomèdica de Barcelona (PRBB), 08003 Barcelona, Catalonia, Spain
| | | | - Jon I. Arellano
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Tianliuyun Gao
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mikihito Shibata
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Kevin T. Gobeske
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Alvaro Duque
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Gabriel Santpere
- Hospital del Mar Research Institute, Parc de Recerca Biomèdica de Barcelona (PRBB), 08003 Barcelona, Catalonia, Spain
| | - Nenad Sestan
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Departments of Psychiatry, Genetics and Comparative Medicine, Wu Tsai Institute, Program in Cellular Neuroscience, Neurodegeneration and Repair, and Yale Child Study Center, Yale School of Medicine, New Haven, CT 06510, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
| | - Pasko Rakic
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06520, USA
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10
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Jourdon A, Wu F, Mariani J, Capauto D, Norton S, Tomasini L, Amiri A, Suvakov M, Schreiner JD, Jang Y, Panda A, Nguyen CK, Cummings EM, Han G, Powell K, Szekely A, McPartland JC, Pelphrey K, Chawarska K, Ventola P, Abyzov A, Vaccarino FM. Modeling idiopathic autism in forebrain organoids reveals an imbalance of excitatory cortical neuron subtypes during early neurogenesis. Nat Neurosci 2023; 26:1505-1515. [PMID: 37563294 PMCID: PMC10573709 DOI: 10.1038/s41593-023-01399-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 06/30/2023] [Indexed: 08/12/2023]
Abstract
Idiopathic autism spectrum disorder (ASD) is highly heterogeneous, and it remains unclear how convergent biological processes in affected individuals may give rise to symptoms. Here, using cortical organoids and single-cell transcriptomics, we modeled alterations in the forebrain development between boys with idiopathic ASD and their unaffected fathers in 13 families. Transcriptomic changes suggest that ASD pathogenesis in macrocephalic and normocephalic probands involves an opposite disruption of the balance between excitatory neurons of the dorsal cortical plate and other lineages such as early-generated neurons from the putative preplate. The imbalance stemmed from divergent expression of transcription factors driving cell fate during early cortical development. While we did not find genomic variants in probands that explained the observed transcriptomic alterations, a significant overlap between altered transcripts and reported ASD risk genes affected by rare variants suggests a degree of gene convergence between rare forms of ASD and the developmental transcriptome in idiopathic ASD.
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Affiliation(s)
- Alexandre Jourdon
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Feinan Wu
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Jessica Mariani
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Davide Capauto
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Scott Norton
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Livia Tomasini
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Anahita Amiri
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Milovan Suvakov
- Department of Quantitative Health Sciences, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jeremy D Schreiner
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Yeongjun Jang
- Department of Quantitative Health Sciences, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Arijit Panda
- Department of Quantitative Health Sciences, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Cindy Khanh Nguyen
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Elise M Cummings
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Gloria Han
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Kelly Powell
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Anna Szekely
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - James C McPartland
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Kevin Pelphrey
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
- Brain Institute, Department of Neurology, University of Virginia School of Medicine, Charlottesville, VA, USA
| | | | - Pamela Ventola
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Alexej Abyzov
- Department of Quantitative Health Sciences, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.
| | - Flora M Vaccarino
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA.
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA.
- Kavli Institute for Neuroscience, Yale University, New Haven, CT, USA.
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11
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Nie L, Yao D, Chen S, Wang J, Pan C, Wu D, Liu N, Tang Z. Directional induction of neural stem cells, a new therapy for neurodegenerative diseases and ischemic stroke. Cell Death Discov 2023; 9:215. [PMID: 37393356 DOI: 10.1038/s41420-023-01532-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/16/2023] [Accepted: 06/22/2023] [Indexed: 07/03/2023] Open
Abstract
Due to the limited capacity of the adult mammalian brain to self-repair and regenerate, neurological diseases, especially neurodegenerative disorders and stroke, characterized by irreversible cellular damage are often considered as refractory diseases. Neural stem cells (NSCs) play a unique role in the treatment of neurological diseases for their abilities to self-renew and form different neural lineage cells, such as neurons and glial cells. With the increasing understanding of neurodevelopment and advances in stem cell technology, NSCs can be obtained from different sources and directed to differentiate into a specific neural lineage cell phenotype purposefully, making it possible to replace specific cells lost in some neurological diseases, which provides new approaches to treat neurodegenerative diseases as well as stroke. In this review, we outline the advances in generating several neuronal lineage subtypes from different sources of NSCs. We further summarize the therapeutic effects and possible therapeutic mechanisms of these fated specific NSCs in neurological disease models, with special emphasis on Parkinson's disease and ischemic stroke. Finally, from the perspective of clinical translation, we compare the strengths and weaknesses of different sources of NSCs and different methods of directed differentiation, and propose future research directions for directed differentiation of NSCs in regenerative medicine.
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Affiliation(s)
- Luwei Nie
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Dabao Yao
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Shiling Chen
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Jingyi Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Chao Pan
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Dongcheng Wu
- Department of Biochemistry and Molecular Biology, Wuhan University School of Basic Medical Sciences, Wuhan, 430030, China
- Wuhan Hamilton Biotechnology Co., Ltd., Wuhan, 430030, China
| | - Na Liu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
| | - Zhouping Tang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
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12
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Casingal CR, Descant KD, Anton ES. Coordinating cerebral cortical construction and connectivity: Unifying influence of radial progenitors. Neuron 2022; 110:1100-1115. [PMID: 35216663 PMCID: PMC8989671 DOI: 10.1016/j.neuron.2022.01.034] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/15/2021] [Accepted: 01/26/2022] [Indexed: 01/02/2023]
Abstract
Radial progenitor development and function lay the foundation for the construction of the cerebral cortex. Radial glial scaffold, through its functions as a source of neurogenic progenitors and neuronal migration guide, is thought to provide a template for the formation of the cerebral cortex. Emerging evidence is challenging this limited view. Intriguingly, radial glial scaffold may also play a role in axonal growth, guidance, and neuronal connectivity. Radial glial cells not only facilitate the generation, placement, and allocation of neurons in the cortex but also regulate how they wire up. The organization and function of radial glial cells may thus be a unifying feature of the developing cortex that helps to precisely coordinate the right patterns of neurogenesis, neuronal placement, and connectivity necessary for the emergence of a functional cerebral cortex. This perspective critically explores this emerging view and its impact in the context of human brain development and disorders.
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Affiliation(s)
- Cristine R Casingal
- UNC Neuroscience Center, the Department of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA
| | - Katherine D Descant
- UNC Neuroscience Center, the Department of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA
| | - E S Anton
- UNC Neuroscience Center, the Department of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA.
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13
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Miura Y, Li MY, Revah O, Yoon SJ, Narazaki G, Pașca SP. Engineering brain assembloids to interrogate human neural circuits. Nat Protoc 2022; 17:15-35. [PMID: 34992269 DOI: 10.1038/s41596-021-00632-z] [Citation(s) in RCA: 82] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 09/10/2021] [Indexed: 12/12/2022]
Abstract
The development of neural circuits involves wiring of neurons locally following their generation and migration, as well as establishing long-distance connections between brain regions. Studying these developmental processes in the human nervous system remains difficult because of limited access to tissue that can be maintained as functional over time in vitro. We have previously developed a method to convert human pluripotent stem cells into brain region-specific organoids that can be fused and integrated to form assembloids and study neuronal migration. In contrast to approaches that mix cell lineages in 2D cultures or engineer microchips, assembloids leverage self-organization to enable complex cell-cell interactions, circuit formation and maturation in long-term cultures. In this protocol, we describe approaches to model long-range neuronal connectivity in human brain assembloids. We present how to generate 3D spheroids resembling specific domains of the nervous system and then how to integrate them physically to allow axonal projections and synaptic assembly. In addition, we describe a series of assays including viral labeling and retrograde tracing, 3D live imaging of axon projection and optogenetics combined with calcium imaging and electrophysiological recordings to probe and manipulate the circuits in assembloids. The assays take 3-4 months to complete and require expertise in stem cell culture, imaging and electrophysiology. We anticipate that these approaches will be useful in deciphering human-specific aspects of neural circuit assembly and in modeling neurodevelopmental disorders with patient-derived cells.
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Affiliation(s)
- Yuki Miura
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.,Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
| | - Min-Yin Li
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.,Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
| | - Omer Revah
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.,Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
| | - Se-Jin Yoon
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.,Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
| | - Genta Narazaki
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Sergiu P Pașca
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA. .,Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
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14
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Shibata M, Pattabiraman K, Lorente-Galdos B, Andrijevic D, Kim SK, Kaur N, Muchnik SK, Xing X, Santpere G, Sousa AMM, Sestan N. Regulation of prefrontal patterning and connectivity by retinoic acid. Nature 2021; 598:483-488. [PMID: 34599305 PMCID: PMC9018119 DOI: 10.1038/s41586-021-03953-x] [Citation(s) in RCA: 85] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 08/25/2021] [Indexed: 02/08/2023]
Abstract
The prefrontal cortex (PFC) and its connections with the mediodorsal thalamus are crucial for cognitive flexibility and working memory1 and are thought to be altered in disorders such as autism2,3 and schizophrenia4,5. Although developmental mechanisms that govern the regional patterning of the cerebral cortex have been characterized in rodents6-9, the mechanisms that underlie the development of PFC-mediodorsal thalamus connectivity and the lateral expansion of the PFC with a distinct granular layer 4 in primates10,11 remain unknown. Here we report an anterior (frontal) to posterior (temporal), PFC-enriched gradient of retinoic acid, a signalling molecule that regulates neural development and function12-15, and we identify genes that are regulated by retinoic acid in the neocortex of humans and macaques at the early and middle stages of fetal development. We observed several potential sources of retinoic acid, including the expression and cortical expansion of retinoic-acid-synthesizing enzymes specifically in primates as compared to mice. Furthermore, retinoic acid signalling is largely confined to the prospective PFC by CYP26B1, a retinoic-acid-catabolizing enzyme, which is upregulated in the prospective motor cortex. Genetic deletions in mice revealed that retinoic acid signalling through the retinoic acid receptors RXRG and RARB, as well as CYP26B1-dependent catabolism, are involved in proper molecular patterning of prefrontal and motor areas, development of PFC-mediodorsal thalamus connectivity, intra-PFC dendritic spinogenesis and expression of the layer 4 marker RORB. Together, these findings show that retinoic acid signalling has a critical role in the development of the PFC and, potentially, in its evolutionary expansion.
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Affiliation(s)
- Mikihito Shibata
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Kartik Pattabiraman
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, USA
| | | | - David Andrijevic
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Suel-Kee Kim
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Navjot Kaur
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Sydney K Muchnik
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Department of Genetics, Yale School of Medicine, New Haven, CT, USA
| | - Xiaojun Xing
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Yale Genome Editing Center, Yale School of Medicine, New Haven, CT, USA
| | - Gabriel Santpere
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Neurogenomics Group, Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), DCEXS, Universitat Pompeu Fabra, Barcelona, Spain
| | - Andre M M Sousa
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Neuroscience, University of Wisconsin-Madison, Madison, WI, USA
| | - Nenad Sestan
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA.
- Department of Genetics, Yale School of Medicine, New Haven, CT, USA.
- Yale Genome Editing Center, Yale School of Medicine, New Haven, CT, USA.
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA.
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale School of Medicine, New Haven, CT, USA.
- Kavli Institute for Neuroscience, Yale University, New Haven, CT, USA.
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15
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Shih PY, Kreir M, Kumar D, Seibt F, Pestana F, Schmid B, Holst B, Clausen C, Steeg R, Fischer B, Pita-Almenar J, Ebneth A, Cabrera-Socorro A. Development of a fully human assay combining NGN2-inducible neurons co-cultured with iPSC-derived astrocytes amenable for electrophysiological studies. Stem Cell Res 2021; 54:102386. [PMID: 34229210 DOI: 10.1016/j.scr.2021.102386] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 03/15/2021] [Accepted: 04/30/2021] [Indexed: 11/19/2022] Open
Abstract
Neurogenin 2 encodes a neural-specific transcription factor (NGN2) able to drive neuronal fate on somatic and stem cells. NGN2 is expressed in neural progenitors within the developing central and peripheral nervous systems. Overexpression of NGN2 in human induced pluripotent stem cells (hiPSCs) or human embryonic stem cells has been shown to efficiently trigger conversion to neurons. Here we describe two gene-edited hiPSC lines harbouring a doxycycline (DOX)-inducible cassette in the AAVS1 locus driving expression of NGN2 (BIONi010-C-13) or NGN2-T2A-GFP (BIONi010-C-15). By introducing NGN2-expressing cassette, we reduce variability associated with conventional over-expression methods such as viral transduction, making these lines amenable for scale-up production and screening processes. DOX-treated hiPSCs convert to neural phenotype within one week and display the expression of structural neuronal markers such as Beta-III tubulin and tau. We performed functional characterization of NGN2-neurons co-cultured with hiPSC-derived astrocytes in a "fully-humanized" set up. Passive properties of NGN2-neurons were indistinguishable from mouse primary cells while displaying variable activity in extracellular recordings performed in multi-electrode arrays (MEAs). We demonstrate that hiPSC-derived astrocytes and neurons can be co-cultured and display functional properties comparable to the gold standard used in electrophysiology. Both lines are globally available via EBiSC repository at https://cells.ebisc.org/.
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Affiliation(s)
- Pei-Yu Shih
- Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Mohamed Kreir
- Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Devesh Kumar
- Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Frederik Seibt
- Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
| | | | | | - Bjørn Holst
- Bioneer S/A, Kogle Allé 2, 2970 Hørsholm, Denmark
| | | | | | - Benjamin Fischer
- Project Centre for Stem Cell Process Engineering, Fraunhofer Institute for Biomedical Engineering IBMT, Würzburg, Germany
| | | | - Andreas Ebneth
- Janssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium
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16
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Pei W, Fu L, Li SQ, Yu Y. Brain transcriptomics of nonhuman primates: A review. Neurosci Lett 2021; 753:135872. [PMID: 33812931 DOI: 10.1016/j.neulet.2021.135872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/29/2021] [Accepted: 03/29/2021] [Indexed: 11/12/2022]
Abstract
The brain is one of the most important and intricate organs in our bodies. Interpreting brain function and illustrating the changes and molecular mechanisms during physiological or pathological processes are essential but sometimes difficult to achieve. In addition to histology, ethology and pharmacology, the development of transcriptomics alleviates this condition by enabling high-throughput observation of the brain at various levels of anatomical specificity. Moreover, because human brain samples are scarce, the brains of nonhuman primates are important alternative models. Here in this review, we summarize the applications of transcriptomics in nonhuman primate brain studies, including investigations of brain development, aging, toxic effects and diseases. Overall, as a powerful tool with developmental potential, transcriptomics has been widely utilized in neuroscience.
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Affiliation(s)
- Wendi Pei
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology and Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University Third Hospital, Beijing, 100191, China
| | - Lin Fu
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology and Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University Third Hospital, Beijing, 100191, China
| | - Shui-Qing Li
- Department of Pain, Peking University Third Hospital, Beijing, 100191, China.
| | - Yang Yu
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology and Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University Third Hospital, Beijing, 100191, China; Clinical Stem Cell Research Center, Peking University Third Hospital, Beijing, 100191, China.
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17
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Andersen J, Revah O, Miura Y, Thom N, Amin ND, Kelley KW, Singh M, Chen X, Thete MV, Walczak EM, Vogel H, Fan HC, Paşca SP. Generation of Functional Human 3D Cortico-Motor Assembloids. Cell 2020; 183:1913-1929.e26. [PMID: 33333020 DOI: 10.1016/j.cell.2020.11.017] [Citation(s) in RCA: 312] [Impact Index Per Article: 62.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 05/27/2020] [Accepted: 11/04/2020] [Indexed: 12/21/2022]
Abstract
Neurons in the cerebral cortex connect through descending pathways to hindbrain and spinal cord to activate muscle and generate movement. Although components of this pathway have been previously generated and studied in vitro, the assembly of this multi-synaptic circuit has not yet been achieved with human cells. Here, we derive organoids resembling the cerebral cortex or the hindbrain/spinal cord and assemble them with human skeletal muscle spheroids to generate 3D cortico-motor assembloids. Using rabies tracing, calcium imaging, and patch-clamp recordings, we show that corticofugal neurons project and connect with spinal spheroids, while spinal-derived motor neurons connect with muscle. Glutamate uncaging or optogenetic stimulation of cortical spheroids triggers robust contraction of 3D muscle, and assembloids are morphologically and functionally intact for up to 10 weeks post-fusion. Together, this system highlights the remarkable self-assembly capacity of 3D cultures to form functional circuits that could be used to understand development and disease.
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Affiliation(s)
- Jimena Andersen
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Omer Revah
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Yuki Miura
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Nicholas Thom
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Neal D Amin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Kevin W Kelley
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Mandeep Singh
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Xiaoyu Chen
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
| | - Mayuri Vijay Thete
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | | | - Hannes Vogel
- Departments of Pathology and Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - H Christina Fan
- BD Biosciences, 4040 Campbell Ave Suite 110, Menlo Park, CA 94025, USA
| | - Sergiu P Paşca
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA; Stanford Brain Organogenesis Program, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA.
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18
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Resolving Neurodevelopmental and Vision Disorders Using Organoid Single-Cell Multi-omics. Neuron 2020; 107:1000-1013. [PMID: 32970995 DOI: 10.1016/j.neuron.2020.09.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/26/2020] [Accepted: 08/31/2020] [Indexed: 12/20/2022]
Abstract
Human organoid models of the central nervous system, including the neural retina, are providing unprecedented opportunities to explore human neurodevelopment and neurodegeneration in controlled culture environments. In this Perspective, we discuss how the single-cell multi-omic toolkit has been used to identify features and limitations of brain and retina organoids and how these tools can be deployed to study congenital brain malformations and vision disorders in organoids. We also address how to improve brain and retina organoid protocols to revolutionize in vitro disease modeling.
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