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Brown AR, Fox GA, Kaplow IM, Lawler AJ, Phan BN, Gadey L, Wirthlin ME, Ramamurthy E, May GE, Chen Z, Su Q, McManus CJ, van de Weerd R, Pfenning AR. An in vivo systemic massively parallel platform for deciphering animal tissue-specific regulatory function. Front Genet 2025; 16:1533900. [PMID: 40270544 PMCID: PMC12016043 DOI: 10.3389/fgene.2025.1533900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/13/2025] [Indexed: 04/25/2025] Open
Abstract
Introduction: Transcriptional regulation is an important process wherein non-protein coding enhancer sequences play a key role in determining cell type identity and phenotypic diversity. In neural tissue, these gene regulatory processes are crucial for coordinating a plethora of interconnected and regionally specialized cell types, ensuring their synchronized activity in generating behavior. Recognizing the intricate interplay of gene regulatory processes in the brain is imperative, as mounting evidence links neurodevelopment and neurological disorders to non-coding genome regions. While genome-wide association studies are swiftly identifying non-coding human disease-associated loci, decoding regulatory mechanisms is challenging due to causal variant ambiguity and their specific tissue impacts. Methods: Massively parallel reporter assays (MPRAs) are widely used in cell culture to study the non-coding enhancer regions, linking genome sequence differences to tissue-specific regulatory function. However, widespread use in animals encounters significant challenges, including insufficient viral library delivery and library quantification, irregular viral transduction rates, and injection site inflammation disrupting gene expression. Here, we introduce a systemic MPRA (sysMPRA) to address these challenges through systemic intravenous AAV viral delivery. Results: We demonstrate successful transduction of the MPRA library into diverse mouse tissues, efficiently identifying tissue specificity in candidate enhancers and aligning well with predictions from machine learning models. We highlight that sysMPRA effectively uncovers regulatory effects stemming from the disruption of MEF2C transcription factor binding sites, single-nucleotide polymorphisms, and the consequences of genetic variations associated with late-onset Alzheimer's disease. Conclusion: SysMPRA is an effective library delivering method that simultaneously determines the transcriptional functions of hundreds of enhancers in vivo across multiple tissues.
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Affiliation(s)
- Ashley R. Brown
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Grant A. Fox
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Irene M. Kaplow
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Alyssa J. Lawler
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
| | - BaDoi N. Phan
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
- Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Lahari Gadey
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Morgan E. Wirthlin
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Easwaran Ramamurthy
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Gemma E. May
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Ziheng Chen
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Qiao Su
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - C. Joel McManus
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Robert van de Weerd
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Andreas R. Pfenning
- Ray and Stephanie Lane Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, United States
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Ward C, Nasrallah K, Tran D, Sabri E, Vazquez A, Sjulson L, Castillo PE, Batista-Brito R. Developmental Disruption of Mef2c in Medial Ganglionic Eminence-Derived Cortical Inhibitory Interneurons Impairs Cellular and Circuit Function. Biol Psychiatry 2024; 96:804-814. [PMID: 38848814 PMCID: PMC11486581 DOI: 10.1016/j.biopsych.2024.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 04/25/2024] [Accepted: 05/22/2024] [Indexed: 06/09/2024]
Abstract
BACKGROUND MEF2C is strongly linked to various neurodevelopmental disorders including autism, intellectual disability, schizophrenia, and attention-deficit/hyperactivity disorder. Mice that constitutively lack 1 copy of Mef2c or selectively lack both copies of Mef2c in cortical excitatory neurons display a variety of behavioral phenotypes associated with neurodevelopmental disorders. The MEF2C protein is a transcription factor necessary for cellular development and synaptic modulation of excitatory neurons. MEF2C is also expressed in a subset of cortical GABAergic (gamma-aminobutyric acidergic) inhibitory neurons, but its function in those cell types remains largely unknown. METHODS Using conditional deletions of the Mef2c gene in mice, we investigated the role of MEF2C in parvalbumin-expressing interneurons (PV-INs), the largest subpopulation of cortical GABAergic cells, at 2 developmental time points. We performed slice electrophysiology, in vivo recordings, and behavior assays to test how embryonic and late postnatal loss of MEF2C from GABAergic INs impacts their survival and maturation and alters brain function and behavior. RESULTS Loss of MEF2C from PV-INs during embryonic, but not late postnatal, development resulted in reduced PV-IN number and failure of PV-INs to molecularly and synaptically mature. In association with these deficits, early loss of MEF2C in GABAergic INs led to abnormal cortical network activity, hyperactive and stereotypic behavior, and impaired cognitive and social behavior. CONCLUSIONS MEF2C expression is critical for the development of cortical GABAergic INs, particularly PV-INs. Embryonic loss of function of MEF2C mediates dysfunction of GABAergic INs, leading to altered in vivo patterns of cortical activity and behavioral phenotypes associated with neurodevelopmental disorders.
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Affiliation(s)
- Claire Ward
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
| | - Kaoutsar Nasrallah
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York; Department of Biological Sciences, Fordham University, Bronx, New York
| | - Duy Tran
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
| | - Ehsan Sabri
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
| | - Arenski Vazquez
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
| | - Lucas Sjulson
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York; Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York
| | - Pablo E Castillo
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York; Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York
| | - Renata Batista-Brito
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York; Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York; Department of Genetics, Albert Einstein College of Medicine, Bronx, New York.
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Zawiślak A, Woźniak K, Tartaglia G, Kawala B, Gupta S, Znamirowska-Bajowska A, Grocholewicz K, Lubiński J, Jakubowska A. Testing Reported Associations of Gene Variants with Non-Syndromic Orofacial Clefts in the Polish Population. Biomedicines 2024; 12:1700. [PMID: 39200165 PMCID: PMC11351639 DOI: 10.3390/biomedicines12081700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 07/27/2024] [Accepted: 07/30/2024] [Indexed: 09/02/2024] Open
Abstract
Orofacial clefts (OFCs) are the second most common birth defect worldwide. The etiology of OFCs involves complex interactions between genetics and environment. Advances in genomic technologies have identified gene variants associated with OFCs. This study aimed to investigate whether selected SNPs in the MYH9, MTHFR, MAFB, and SUMO1 genes influence the occurrence of non-syndromic OFCs in the Polish population. The study included 209 individuals with non-syndromic OFCs and 418 healthy controls. Saliva and umbilical cord blood samples were collected for DNA extraction. Four SNPs in the MYH9, MTHFR, MAFB, and SUMO1 genes were genotyped using real-time PCR-based TaqMan assays. Statistical analysis was performed using logistic regression to assess the association between SNPs and OFCs. A significant association was found between the rs7078 CC polymorphism and OFCs (OR = 3.22, CI 1.68-6.17, p < 0.001). No significant associations were identified for the rs1081131, rs13041247, and rs3769817 polymorphisms. The research indicates that the rs7078 polymorphism significantly influences the occurrence of orofacial cleft palate in the Polish population, whereas the rs3769817, rs1801131, and rs13041247 SNPs do not show such a correlation.
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Affiliation(s)
- Alicja Zawiślak
- Department of Maxillofacial Orthopaedics and Orthodontics, Institute of Mother and Child, 01-211 Warsaw, Poland
- Department of Interdisciplinary Dentistry, Pomeranian Medical University, 70-111 Szczecin, Poland;
| | - Krzysztof Woźniak
- Department of Orthodontics, Pomeranian Medical University, 70-111 Szczecin, Poland;
| | - Gianluca Tartaglia
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20100 Milan, Italy;
| | - Beata Kawala
- Department of Dentofacial Orthopaedics and Orthodontics, Wrocław Medical University, 50-425 Wroclaw, Poland; (B.K.); (A.Z.-B.)
| | - Satish Gupta
- Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (S.G.); (J.L.); (A.J.)
| | - Anna Znamirowska-Bajowska
- Department of Dentofacial Orthopaedics and Orthodontics, Wrocław Medical University, 50-425 Wroclaw, Poland; (B.K.); (A.Z.-B.)
| | - Katarzyna Grocholewicz
- Department of Interdisciplinary Dentistry, Pomeranian Medical University, 70-111 Szczecin, Poland;
| | - Jan Lubiński
- Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (S.G.); (J.L.); (A.J.)
| | - Anna Jakubowska
- Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (S.G.); (J.L.); (A.J.)
- Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, 70-111 Szczecin, Poland
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Lim Y, Akula SK, Myers AK, Chen C, Rafael KA, Walsh CA, Golden JA, Cho G. ARX regulates cortical interneuron differentiation and migration. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.31.578282. [PMID: 38895467 PMCID: PMC11185560 DOI: 10.1101/2024.01.31.578282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
Mutations in aristaless-related homeobox ( ARX ) are associated with neurodevelopmental disorders including developmental epilepsies, intellectual disabilities, and autism spectrum disorders, with or without brain malformations. Aspects of these disorders have been linked to abnormal cortical interneuron (cIN) development and function. To further understand ARX's role in cIN development, multiple Arx mutant mouse lines were interrogated. We found that ARX is critical for controlling cIN numbers and distribution, especially, in the developing marginal zone (MZ). Single cell transcriptomics and ChIP-seq, combined with functional studies, revealed ARX directly or indirectly regulates genes involved in proliferation and the cell cycle (e.g., Bub3 , Cspr3 ), fate specification (e.g., Nkx2.1 , Maf , Mef2c ), and migration (e.g., Nkx2.1 , Lmo1 , Cxcr4 , Nrg1 , ErbB4 ). Our data suggest that the MZ stream defects primarily result from disordered cell-cell communication. Together our findings provide new insights into the mechanisms underlying cIN development and migration and how they are disrupted in several disorders.
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Ward C, Nasrallah K, Tran D, Sabri E, Vazquez A, Sjulson L, Castillo PE, Batista-Brito R. Developmental disruption of Mef2c in Medial Ganglionic Eminence-derived cortical inhibitory interneurons impairs cellular and circuit function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.01.592084. [PMID: 38746148 PMCID: PMC11092645 DOI: 10.1101/2024.05.01.592084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
MEF2C is strongly linked to various neurodevelopmental disorders (NDDs) including autism, intellectual disability, schizophrenia, and attention-deficit/hyperactivity. Mice constitutively lacking one copy of Mef2c , or selectively lacking both copies of Mef2c in cortical excitatory neurons, display a variety of behavioral phenotypes associated with NDDs. The MEF2C protein is a transcription factor necessary for cellular development and synaptic modulation of excitatory neurons. MEF2C is also expressed in a subset of cortical GABAergic inhibitory neurons, but its function in those cell types remains largely unknown. Using conditional deletions of the Mef2c gene in mice, we investigated the role of MEF2C in Parvalbumin-expressing Interneurons (PV-INs), the largest subpopulation of cortical GABAergic cells, at two developmental timepoints. We performed slice electrophysiology, in vivo recordings, and behavior assays to test how embryonic and late postnatal loss of MEF2C from GABAergic interneurons impacts their survival and maturation, and alters brain function and behavior. We found that loss of MEF2C from PV-INs during embryonic, but not late postnatal, development resulted in reduced PV-IN number and failure of PV-INs to molecularly and synaptically mature. In association with these deficits, early loss of MEF2C in GABAergic interneurons lead to abnormal cortical network activity, hyperactive and stereotypic behavior, and impaired cognitive and social behavior. Our findings indicate that MEF2C expression is critical for the development of cortical GABAergic interneurons, particularly PV-INs. Embryonic loss of function of MEF2C mediates dysfunction of GABAergic interneurons, leading to altered in vivo patterns of cortical activity and behavioral phenotypes associated with neurodevelopmental disorders.
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Rhodes CT, Asokumar D, Sohn M, Naskar S, Elisha L, Stevenson P, Lee DR, Zhang Y, Rocha PP, Dale RK, Lee S, Petros TJ. Loss of Ezh2 in the medial ganglionic eminence alters interneuron fate, cell morphology and gene expression profiles. Front Cell Neurosci 2024; 18:1334244. [PMID: 38419656 PMCID: PMC10899338 DOI: 10.3389/fncel.2024.1334244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 01/31/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction Enhancer of zeste homolog 2 (Ezh2) is responsible for trimethylation of histone 3 at lysine 27 (H3K27me3), resulting in repression of gene expression. Here, we explore the role of Ezh2 in forebrain GABAergic interneuron development. Methods We removed Ezh2 in the MGE by generating Nkx2-1Cre;Ezh2 conditional knockout mice. We then characterized changes in MGE-derived interneuron fate and electrophysiological properties in juvenile mice, as well as alterations in gene expression, chromatin accessibility and histone modifications in the MGE. Results Loss of Ezh2 increases somatostatin-expressing (SST+) and decreases parvalbumin-expressing (PV+) interneurons in the forebrain. We observe fewer MGE-derived interneurons in the first postnatal week, indicating reduced interneuron production. Intrinsic electrophysiological properties in SST+ and PV+ interneurons are normal, but PV+ interneurons display increased axonal complexity in Ezh2 mutant mice. Single nuclei multiome analysis revealed differential gene expression patterns in the embryonic MGE that are predictive of these cell fate changes. Lastly, CUT&Tag analysis revealed that some genomic loci are particularly resistant or susceptible to shifts in H3K27me3 levels in the absence of Ezh2, indicating differential selectivity to epigenetic perturbation. Discussion Thus, loss of Ezh2 in the MGE alters interneuron fate, morphology, and gene expression and regulation. These findings have important implications for both normal development and potentially in disease etiologies.
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Affiliation(s)
- Christopher T Rhodes
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Dhanya Asokumar
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
- Unit on Genome Structure and Regulation, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Mira Sohn
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Shovan Naskar
- Unit on Functional Neural Circuits, National Institute of Mental Health (NIMH), NIH, Bethesda, MD, United States
| | - Lielle Elisha
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Parker Stevenson
- Unit on Functional Neural Circuits, National Institute of Mental Health (NIMH), NIH, Bethesda, MD, United States
| | - Dongjin R Lee
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Yajun Zhang
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Pedro P Rocha
- Unit on Genome Structure and Regulation, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
- National Cancer Institute (NCI), NIH, Bethesda, MD, United States
| | - Ryan K Dale
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
| | - Soohyun Lee
- Unit on Functional Neural Circuits, National Institute of Mental Health (NIMH), NIH, Bethesda, MD, United States
| | - Timothy J Petros
- Unit on Cellular and Molecular Neurodevelopment, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD, United States
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Bershteyn M, Bröer S, Parekh M, Maury Y, Havlicek S, Kriks S, Fuentealba L, Lee S, Zhou R, Subramanyam G, Sezan M, Sevilla ES, Blankenberger W, Spatazza J, Zhou L, Nethercott H, Traver D, Hampel P, Kim H, Watson M, Salter N, Nesterova A, Au W, Kriegstein A, Alvarez-Buylla A, Rubenstein J, Banik G, Bulfone A, Priest C, Nicholas CR. Human pallial MGE-type GABAergic interneuron cell therapy for chronic focal epilepsy. Cell Stem Cell 2023; 30:1331-1350.e11. [PMID: 37802038 PMCID: PMC10993865 DOI: 10.1016/j.stem.2023.08.013] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 03/17/2023] [Accepted: 08/25/2023] [Indexed: 10/08/2023]
Abstract
Mesial temporal lobe epilepsy (MTLE) is the most common focal epilepsy. One-third of patients have drug-refractory seizures and are left with suboptimal therapeutic options such as brain tissue-destructive surgery. Here, we report the development and characterization of a cell therapy alternative for drug-resistant MTLE, which is derived from a human embryonic stem cell line and comprises cryopreserved, post-mitotic, medial ganglionic eminence (MGE) pallial-type GABAergic interneurons. Single-dose intrahippocampal delivery of the interneurons in a mouse model of chronic MTLE resulted in consistent mesiotemporal seizure suppression, with most animals becoming seizure-free and surviving longer. The grafted interneurons dispersed locally, functionally integrated, persisted long term, and significantly reduced dentate granule cell dispersion, a pathological hallmark of MTLE. These disease-modifying effects were dose-dependent, with a broad therapeutic range. No adverse effects were observed. These findings support an ongoing phase 1/2 clinical trial (NCT05135091) for drug-resistant MTLE.
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Affiliation(s)
| | - Sonja Bröer
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Mansi Parekh
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Yves Maury
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Steven Havlicek
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Sonja Kriks
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Luis Fuentealba
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Seonok Lee
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Robin Zhou
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | - Meliz Sezan
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | | | - Julien Spatazza
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Li Zhou
- Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA; The Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - David Traver
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Philip Hampel
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Hannah Kim
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Michael Watson
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Naomi Salter
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | - Wai Au
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Arnold Kriegstein
- Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA; The Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Arturo Alvarez-Buylla
- The Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA; Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - John Rubenstein
- Department of Psychiatry, Weill Institute for Neurosciences, Kavli Institute for Fundamental Neuroscience, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Gautam Banik
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | | | - Cory R Nicholas
- Neurona Therapeutics Inc., South San Francisco, CA 94080, USA.
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Yazar V, Kühlwein JK, Knehr A, Grozdanov V, Ekici AB, Ludolph AC, Danzer KM. Impaired ATF3 signaling involves SNAP25 in SOD1 mutant ALS patients. Sci Rep 2023; 13:12019. [PMID: 37491426 PMCID: PMC10368635 DOI: 10.1038/s41598-023-38684-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 07/12/2023] [Indexed: 07/27/2023] Open
Abstract
Epigenetic remodeling is emerging as a critical process for several neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS). Genetics alone fails to explain the etiology of ALS, the investigation of the epigenome might therefore provide novel insights into the molecular mechanisms of the disease. In this study, we interrogated the epigenetic landscape in peripheral blood mononuclear cells (PBMCs) of familial ALS (fALS) patients with either chromosome 9 open reading frame 72 (C9orf72) or superoxide dismutase 1 (SOD1) mutation and aimed to identify key epigenetic footprints of the disease. To this end, we used an integrative approach that combines chromatin immunoprecipitation targeting H3K27me3 (ChIP-Seq) with the matching gene expression data to gain new insights into the likely impact of blood-specific chromatin remodeling on ALS-related molecular mechanisms. We demonstrated that one of the hub molecules that modulates changes in PBMC transcriptome in SOD1-mutant ALS patients is ATF3, which has been previously reported in an SOD1G93A mouse model. We also identified potential suppression of SNAP25, with impaired ATF3 signaling in SOD1-mutant ALS blood. Together, our study shed light on the mechanistic underpinnings of SOD1 mutations in ALS.
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Affiliation(s)
- Volkan Yazar
- German Center for Neurodegenerative Diseases (DZNE), 89081, Ulm, Baden-Wüerttemberg, Germany
| | - Julia K Kühlwein
- Department of Neurology, University Clinic, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Baden-Wüerttemberg, Germany
| | - Antje Knehr
- Department of Neurology, University Clinic, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Baden-Wüerttemberg, Germany
| | - Veselin Grozdanov
- Department of Neurology, University Clinic, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Baden-Wüerttemberg, Germany
| | - Arif B Ekici
- Institute of Human Genetics, University Clinic Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, 91054, Erlangen, Bavaria, Germany
| | - Albert C Ludolph
- German Center for Neurodegenerative Diseases (DZNE), 89081, Ulm, Baden-Wüerttemberg, Germany
- Department of Neurology, University Clinic, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Baden-Wüerttemberg, Germany
| | - Karin M Danzer
- German Center for Neurodegenerative Diseases (DZNE), 89081, Ulm, Baden-Wüerttemberg, Germany.
- Department of Neurology, University Clinic, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Baden-Wüerttemberg, Germany.
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Kaplow IM, Lawler AJ, Schäffer DE, Srinivasan C, Sestili HH, Wirthlin ME, Phan BN, Prasad K, Brown AR, Zhang X, Foley K, Genereux DP, Karlsson EK, Lindblad-Toh K, Meyer WK, Pfenning AR. Relating enhancer genetic variation across mammals to complex phenotypes using machine learning. Science 2023; 380:eabm7993. [PMID: 37104615 PMCID: PMC10322212 DOI: 10.1126/science.abm7993] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 02/23/2023] [Indexed: 04/29/2023]
Abstract
Protein-coding differences between species often fail to explain phenotypic diversity, suggesting the involvement of genomic elements that regulate gene expression such as enhancers. Identifying associations between enhancers and phenotypes is challenging because enhancer activity can be tissue-dependent and functionally conserved despite low sequence conservation. We developed the Tissue-Aware Conservation Inference Toolkit (TACIT) to associate candidate enhancers with species' phenotypes using predictions from machine learning models trained on specific tissues. Applying TACIT to associate motor cortex and parvalbumin-positive interneuron enhancers with neurological phenotypes revealed dozens of enhancer-phenotype associations, including brain size-associated enhancers that interact with genes implicated in microcephaly or macrocephaly. TACIT provides a foundation for identifying enhancers associated with the evolution of any convergently evolved phenotype in any large group of species with aligned genomes.
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Affiliation(s)
- Irene M. Kaplow
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Alyssa J. Lawler
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Department of Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Daniel E. Schäffer
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Chaitanya Srinivasan
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Heather H. Sestili
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Morgan E. Wirthlin
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - BaDoi N. Phan
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kavya Prasad
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Ashley R. Brown
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xiaomeng Zhang
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Kathleen Foley
- Department of Biological Sciences, Lehigh University, Bethlehem, PA, USA
| | - Diane P. Genereux
- Broad Institute, Cambridge, MA, USA
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | | | - Elinor K. Karlsson
- Broad Institute, Cambridge, MA, USA
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kerstin Lindblad-Toh
- Broad Institute, Cambridge, MA, USA
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Wynn K. Meyer
- Department of Biological Sciences, Lehigh University, Bethlehem, PA, USA
| | - Andreas R. Pfenning
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Department of Biology, Carnegie Mellon University, Pittsburgh, PA, USA
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10
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Pai ELL, Stafford AM, Vogt D. Cellular signaling impacts upon GABAergic cortical interneuron development. Front Neurosci 2023; 17:1138653. [PMID: 36998738 PMCID: PMC10043199 DOI: 10.3389/fnins.2023.1138653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/28/2023] [Indexed: 03/18/2023] Open
Abstract
The development and maturation of cortical GABAergic interneurons has been extensively studied, with much focus on nuclear regulation via transcription factors. While these seminal events are critical for the establishment of interneuron developmental milestones, recent studies on cellular signaling cascades have begun to elucidate some potential contributions of cell signaling during development. Here, we review studies underlying three broad signaling families, mTOR, MAPK, and Wnt/beta-catenin in cortical interneuron development. Notably, each pathway harbors signaling factors that regulate a breadth of interneuron developmental milestones and properties. Together, these events may work in conjunction with transcriptional mechanisms and other events to direct the complex diversity that emerges during cortical interneuron development and maturation.
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Affiliation(s)
- Emily Ling-Lin Pai
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - April M. Stafford
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, United States
| | - Daniel Vogt
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, United States
- Neuroscience Program, Michigan State University, East Lansing, MI, United States
- *Correspondence: Daniel Vogt,
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11
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Gupta S, Polit LD, Fitzgerald M, Rowland HA, Murali D, Buckley NJ, Subramaniam S. Temporal transcriptional control of neural induction in human induced pluripotent stem cells. Front Mol Neurosci 2023; 16:1139287. [PMID: 37213689 PMCID: PMC10195998 DOI: 10.3389/fnmol.2023.1139287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 04/14/2023] [Indexed: 05/23/2023] Open
Abstract
Introduction Neural induction of human induced pluripotent stem cells represents a critical switch in cell state during which pluripotency is lost and commitment to a neural lineage is initiated. Although many of the key transcription factors involved in neural induction are known, we know little of the temporal and causal relationships that are required for this state transition. Methods Here, we have carried out a longitudinal analysis of the transcriptome of human iPSCs undergoing neural induction. Using the temporal relationships between the changing profile of key transcription factors and subsequent changes in their target gene expression profiles, we have identified distinct functional modules operative throughout neural induction. Results In addition to modules that govern loss of pluripotency and gain of neural ectoderm identity, we discover other modules governing cell cycle and metabolism. Strikingly, some of these functional modules are retained throughout neural induction, even though the gene membership of the module changes. Systems analysis identifies other modules associated with cell fate commitment, genome integrity, stress response and lineage specification. We then focussed on OTX2, one of the most precociously activated transcription factors during neural induction. Our temporal analysis of OTX2 target gene expression identified several OTX2 regulated gene modules representing protein remodelling, RNA splicing and RNA processing. Further CRISPRi inhibition of OTX2 prior to neural induction promotes an accelerated loss of pluripotency and a precocious and aberrant neural induction disrupting some of the previously identified modules. Discussion We infer that OTX2 has a diverse role during neural induction and regulates many of the biological processes that are required for loss of pluripotency and gain of neural identity. This dynamical analysis of transcriptional changes provides a unique perspective of the widespread remodelling of the cell machinery that occurs during neural induction of human iPSCs.
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Affiliation(s)
- Shakti Gupta
- Department of Bioengineering, University of California, San Diego, San Diego, CA, United States
| | - Lucia Dutan Polit
- Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Michael Fitzgerald
- Department of Bioengineering, University of California, San Diego, San Diego, CA, United States
| | - Helen A. Rowland
- Department of Psychiatry and Kavli Institute for Nanoscience Discovery, University of Oxford, Oxford, United Kingdom
| | - Divya Murali
- Department of Bioengineering, University of California, San Diego, San Diego, CA, United States
| | - Noel J. Buckley
- Department of Psychiatry and Kavli Institute for Nanoscience Discovery, University of Oxford, Oxford, United Kingdom
- *Correspondence: Noel J. Buckley, ; Shankar Subramaniam,
| | - Shankar Subramaniam
- Department of Bioengineering, University of California, San Diego, San Diego, CA, United States
- Departments of Computer Science and Engineering, and Cellular and Molecular Medicine, University of California, San Diego, San Diego, CA, United States
- *Correspondence: Noel J. Buckley, ; Shankar Subramaniam,
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12
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Nunnelly LF, Campbell M, Lee DI, Dummer P, Gu G, Menon V, Au E. St18 specifies globus pallidus projection neuron identity in MGE lineage. Nat Commun 2022; 13:7735. [PMID: 36517477 PMCID: PMC9751150 DOI: 10.1038/s41467-022-35518-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 12/08/2022] [Indexed: 12/15/2022] Open
Abstract
The medial ganglionic eminence (MGE) produces both locally-projecting interneurons, which migrate long distances to structures such as the cortex as well as projection neurons that occupy subcortical nuclei. Little is known about what regulates the migratory behavior and axonal projections of these two broad classes of neurons. We find that St18 regulates the migration and morphology of MGE neurons in vitro. Further, genetic loss-of-function of St18 in mice reveals a reduction in projection neurons of the globus pallidus pars externa. St18 functions by influencing cell fate in MGE lineages as we observe a large expansion of nascent cortical interneurons at the expense of putative GPe neurons in St18 null embryos. Downstream of St18, we identified Cbx7, a component of Polycomb repressor complex 1, and find that it is essential for projection neuron-like migration but not morphology. Thus, we identify St18 as a key regulator of projection neuron vs. interneuron identity.
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Affiliation(s)
- Luke F Nunnelly
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Melissa Campbell
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Dylan I Lee
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Patrick Dummer
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Guoqiang Gu
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, 37232, USA
| | - Vilas Menon
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Edmund Au
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Department of Rehabilitation and Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Columbia Translational Neuroscience Initiative Scholar, Columbia University Irving Medical Center, New York, NY, 10032, USA.
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13
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Chen C, Zuo J, Zhang H. Sevoflurane Post-treatment Mitigates Oxygen-glucose Deprivationinduced Pyroptosis of Hippocampal Neurons by Regulating the Mafb/DUSP14 Axis. Curr Neurovasc Res 2022; 19:245-254. [PMID: 35927915 DOI: 10.2174/1567202619666220802104426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/25/2022] [Accepted: 06/18/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Ischemic brain injury often results in irreversible pyroptosis of neurons. Sevoflurane (Sevo) post-treatment exerts an alleviative role in neuroinflammation. OBJECTIVES This work evaluated the mechanism of Sevo post-treatment in oxygen-glucose deprivation (OGD)-induced pyroptosis of rat hippocampal neurons. METHODS Rat hippocampal neuron cell line H19-7 cells were treated with OGD, followed by posttreatment of 2% Sevo. The expression patterns of Mafb ZIP Transcription Factor B (Mafb) and dual- specificity phosphatase 14 (DUSP14) were determined via quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting methods. H19-7 cell viability and the release of lactate dehydrogenase (LDH) were examined via the cell counting kit-8 and LDH assay kits. Levels of pyroptosis-related proteins and cytokines NOD-like receptor family, pyrin domain containing 3 (NLRP3), N-term cleaved Gasdermin-D (GSDMD-N), cleaved-caspase-1, interleukin (IL)-1β, and IL-18 were also examined. The binding relation between Mafb and the DUSP14 promoter was detected. Besides, the roles of Mafb/DUSP14 in OGD-induced pyroptosis of rat hippocampal neurons were investigated through functional rescue experiments. RESULTS Mafb and DUSP14 expression levels were decreased in OGD-induced hippocampal neurons. Sevo post-treatment up-regulated Mafb and DUSP14, facilitated H19-7 cell viability, inhibited LDH release, and reduced levels of NLRP3, GSDMD-N, cleaved-caspase-1, IL-1β, and IL-18. Mafb increased DUSP14 expression via binding to the DUSP14 promoter. Repressing Mafb or DUSP14 exacerbated pyroptosis of hippocampal neurons. CONCLUSION Sevo post-treatment increased Mafb and DUSP14 expressions, which repressed OGDinduced pyroptosis of hippocampal neurons.
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Affiliation(s)
- Chen Chen
- Department of Anesthesiology, Peking University Shenzhen Hospital, 1120 Lianhua Road, Shenzhen, Guangdong 518036, P.R. China
| | - Jianwei Zuo
- Department of Sports Medicine, Peking University Shenzhen Hospital, 1120 Lianhua Road, Shenzhen, Guangdong 518036, P.R. China
| | - Huimei Zhang
- Department of Clinical Laboratory, Shenzhen Traditional Chinese Medicine Hospital, No.1 Fuhua Road, Shenzhen, Guangdong 518033, P.R. China
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14
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Ito A, Imamura F. Expression of Maf family proteins in glutamatergic neurons of the mouse olfactory bulb. Dev Neurobiol 2021; 82:77-87. [PMID: 34679244 DOI: 10.1002/dneu.22859] [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: 07/12/2021] [Revised: 10/11/2021] [Accepted: 10/14/2021] [Indexed: 11/09/2022]
Abstract
The fate of neurons in the developing brain is largely determined by the combination of transcription factors they express. In particular, stem cells must follow different transcriptional cascades during differentiation in order to generate neurons with different neurotransmitter properties, such as glutamatergic and GABAergic neurons. In the mouse cerebral cortex, it has been shown that large Maf family proteins, MafA, MafB and c-Maf, regulate the development of specific types of GABAergic interneurons but are not expressed in glutamatergic neurons. In this study, we examined the expression of large Maf family proteins in the developing mouse olfactory bulb (OB) by immunohistochemistry and found that the cell populations expressing MafA and MafB are almost identical, and most of them express Tbr2. As Tbr2 is expressed in glutamatergic neurons in the OB, we further examined the expression of glutamatergic and GABAergic neuronal markers in MafA and MafB positive cells. The results showed that in the OB, MafA and MafB are expressed exclusively in glutamatergic neurons, but not in GABAergic neurons. We also found that few cells express c-Maf in the OB. These results indicate that, unlike the cerebral cortex, MafA and/or MafB may regulate the development of glutamatergic neurons in the developing OB. This study advances our knowledge about the development of glutamatergic neurons in the olfactory bulb, and also might suggest that mechanisms for the generation of projection neurons and interneurons differ between the cortex and the olfactory bulb, even though they both develop from the telencephalon.
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Affiliation(s)
- Ayako Ito
- Department of Pharmacology, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Fumiaki Imamura
- Department of Pharmacology, Penn State College of Medicine, Hershey, Pennsylvania, USA
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15
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Mahadevan V, Mitra A, Zhang Y, Yuan X, Peltekian A, Chittajallu R, Esnault C, Maric D, Rhodes C, Pelkey KA, Dale R, Petros TJ, McBain CJ. NMDARs Drive the Expression of Neuropsychiatric Disorder Risk Genes Within GABAergic Interneuron Subtypes in the Juvenile Brain. Front Mol Neurosci 2021; 14:712609. [PMID: 34630033 PMCID: PMC8500094 DOI: 10.3389/fnmol.2021.712609] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 07/19/2021] [Indexed: 11/13/2022] Open
Abstract
Medial ganglionic eminence (MGE)-derived parvalbumin (PV)+, somatostatin (SST)+and Neurogliaform (NGFC)-type cortical and hippocampal interneurons, have distinct molecular, anatomical, and physiological properties. However, the molecular mechanisms regulating their maturation remain poorly understood. Here, via single-cell transcriptomics, we show that the obligate NMDA-type glutamate receptor (NMDAR) subunit gene Grin1 mediates transcriptional regulation of gene expression in specific subtypes of MGE-derived interneurons, leading to altered subtype abundances. Notably, MGE-specific early developmental Grin1 loss results in a broad downregulation of diverse transcriptional, synaptogenic and membrane excitability regulatory programs in the juvenile brain. These widespread gene expression abnormalities mirror aberrations that are typically associated with neurodevelopmental disorders. Our study hence provides a road map for the systematic examination of NMDAR signaling in interneuron subtypes, revealing potential MGE-specific genetic targets that could instruct future therapies of psychiatric disorders.
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Affiliation(s)
- Vivek Mahadevan
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Apratim Mitra
- Bioinformatics and Scientific Programming Core, NICHD, Bethesda, MD, United States
| | - Yajun Zhang
- Unit on Cellular and Molecular Neurodevelopment, NICHD, Bethesda, MD, United States
| | - Xiaoqing Yuan
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Areg Peltekian
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Ramesh Chittajallu
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Caroline Esnault
- Bioinformatics and Scientific Programming Core, NICHD, Bethesda, MD, United States
| | - Dragan Maric
- Flow and Imaging Cytometry Core Facility, National Institute of Neurological Disorders and Stroke (NINDS), Bethesda, MD, United States
| | - Christopher Rhodes
- Unit on Cellular and Molecular Neurodevelopment, NICHD, Bethesda, MD, United States
| | - Kenneth A Pelkey
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Ryan Dale
- Bioinformatics and Scientific Programming Core, NICHD, Bethesda, MD, United States
| | - Timothy J Petros
- Unit on Cellular and Molecular Neurodevelopment, NICHD, Bethesda, MD, United States
| | - Chris J McBain
- Section on Cellular and Synaptic Physiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
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16
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Allaway KC, Gabitto MI, Wapinski O, Saldi G, Wang CY, Bandler RC, Wu SJ, Bonneau R, Fishell G. Genetic and epigenetic coordination of cortical interneuron development. Nature 2021; 597:693-697. [PMID: 34552240 DOI: 10.1038/s41586-021-03933-1] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 08/18/2021] [Indexed: 11/09/2022]
Abstract
One of the hallmarks of the cerebral cortex is the extreme diversity of interneurons1-3. The two largest subtypes of cortical interneurons, parvalbumin- and somatostatin-positive cells, are morphologically and functionally distinct in adulthood but arise from common lineages within the medial ganglionic eminence4-11. This makes them an attractive model for studying the generation of cell diversity. Here we examine how developmental changes in transcription and chromatin structure enable these cells to acquire distinct identities in the mouse cortex. Generic interneuron features are first detected upon cell cycle exit through the opening of chromatin at distal elements. By constructing cell-type-specific gene regulatory networks, we observed that parvalbumin- and somatostatin-positive cells initiate distinct programs upon settling within the cortex. We used these networks to model the differential transcriptional requirement of a shared regulator, Mef2c, and confirmed the accuracy of our predictions through experimental loss-of-function experiments. We therefore reveal how a common molecular program diverges to enable these neuronal subtypes to acquire highly specialized properties by adulthood. Our methods provide a framework for examining the emergence of cellular diversity, as well as for quantifying and predicting the effect of candidate genes on cell-type-specific development.
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Affiliation(s)
- Kathryn C Allaway
- Neuroscience Institute, New York University, New York, NY, USA.,Department of Neurobiology, Harvard Medical School, Boston, MA, USA.,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Mariano I Gabitto
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY, USA
| | - Orly Wapinski
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Giuseppe Saldi
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA.,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA.,Department of Biology, New York University, New York, NY, USA
| | - Chen-Yu Wang
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA.,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Rachel C Bandler
- Neuroscience Institute, New York University, New York, NY, USA.,Department of Neurobiology, Harvard Medical School, Boston, MA, USA.,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Sherry Jingjing Wu
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA.,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Richard Bonneau
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY, USA. .,Department of Biology, New York University, New York, NY, USA. .,Center for Data Science, New York University, New York, NY, USA.
| | - Gord Fishell
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA. .,Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA.
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17
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Coronel L, Riege K, Schwab K, Förste S, Häckes D, Semerau L, Bernhart SH, Siebert R, Hoffmann S, Fischer M. Transcription factor RFX7 governs a tumor suppressor network in response to p53 and stress. Nucleic Acids Res 2021; 49:7437-7456. [PMID: 34197623 PMCID: PMC8287911 DOI: 10.1093/nar/gkab575] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 05/25/2021] [Accepted: 06/21/2021] [Indexed: 12/22/2022] Open
Abstract
Despite its prominence, the mechanisms through which the tumor suppressor p53 regulates most genes remain unclear. Recently, the regulatory factor X 7 (RFX7) emerged as a suppressor of lymphoid neoplasms, but its regulation and target genes mediating tumor suppression remain unknown. Here, we identify a novel p53-RFX7 signaling axis. Integrative analysis of the RFX7 DNA binding landscape and the RFX7-regulated transcriptome in three distinct cell systems reveals that RFX7 directly controls multiple established tumor suppressors, including PDCD4, PIK3IP1, MXD4, and PNRC1, across cell types and is the missing link for their activation in response to p53 and stress. RFX7 target gene expression correlates with cell differentiation and better prognosis in numerous cancer types. Interestingly, we find that RFX7 sensitizes cells to Doxorubicin by promoting apoptosis. Together, our work establishes RFX7’s role as a ubiquitous regulator of cell growth and fate determination and a key node in the p53 transcriptional program.
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Affiliation(s)
- Luis Coronel
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Konstantin Riege
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Katjana Schwab
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Silke Förste
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - David Häckes
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Lena Semerau
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Stephan H Bernhart
- Transcriptome Bioinformatics Group, Department of Computer Science and Interdisciplinary Center for Bioinformatics, Leipzig University, Härtelstraße 16-18, 04107 Leipzig, Germany
| | - Reiner Siebert
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, Albert-Einstein-Allee 23, 89081 Ulm, Germany
| | - Steve Hoffmann
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
| | - Martin Fischer
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Beutenbergstraße 11, 07745 Jena, Germany
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18
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Bocchi VD, Conforti P, Vezzoli E, Besusso D, Cappadona C, Lischetti T, Galimberti M, Ranzani V, Bonnal RJP, De Simone M, Rossetti G, He X, Kamimoto K, Espuny-Camacho I, Faedo A, Gervasoni F, Vuono R, Morris SA, Chen J, Felsenfeld D, Pavesi G, Barker RA, Pagani M, Cattaneo E. The coding and long noncoding single-cell atlas of the developing human fetal striatum. Science 2021; 372:372/6542/eabf5759. [PMID: 33958447 DOI: 10.1126/science.abf5759] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 03/29/2021] [Indexed: 12/12/2022]
Abstract
Deciphering how the human striatum develops is necessary for understanding the diseases that affect this region. To decode the transcriptional modules that regulate this structure during development, we compiled a catalog of 1116 long intergenic noncoding RNAs (lincRNAs) identified de novo and then profiled 96,789 single cells from the early human fetal striatum. We found that D1 and D2 medium spiny neurons (D1- and D2-MSNs) arise from a common progenitor and that lineage commitment is established during the postmitotic transition, across a pre-MSN phase that exhibits a continuous spectrum of fate determinants. We then uncovered cell type-specific gene regulatory networks that we validated through in silico perturbation. Finally, we identified human-specific lincRNAs that contribute to the phylogenetic divergence of this structure in humans. This work delineates the cellular hierarchies governing MSN lineage commitment.
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Affiliation(s)
- Vittoria Dickinson Bocchi
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Paola Conforti
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Elena Vezzoli
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Dario Besusso
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Claudio Cappadona
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Tiziana Lischetti
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Maura Galimberti
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | | | | | | | | | - Xiaoling He
- WT-MRC Cambridge Stem Cell Institute and Department of Clinical Neuroscience, University of Cambridge, Cambridge, UK
| | - Kenji Kamimoto
- Department of Developmental Biology, Washington University School of Medicine, St. Louis, MO 63110, USA.,Department of Genetics, Washington University School of Medicine, St. Louis, MO 63110, USA.,Center of Regenerative Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Ira Espuny-Camacho
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Andrea Faedo
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy.,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
| | - Federica Gervasoni
- INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy.,Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Romina Vuono
- WT-MRC Cambridge Stem Cell Institute and Department of Clinical Neuroscience, University of Cambridge, Cambridge, UK
| | - Samantha A Morris
- Department of Developmental Biology, Washington University School of Medicine, St. Louis, MO 63110, USA.,Department of Genetics, Washington University School of Medicine, St. Louis, MO 63110, USA.,Center of Regenerative Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jian Chen
- CHDI Management/CHDI Foundation, New York, NY, USA
| | | | - Giulio Pavesi
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
| | - Roger A Barker
- WT-MRC Cambridge Stem Cell Institute and Department of Clinical Neuroscience, University of Cambridge, Cambridge, UK
| | - Massimiliano Pagani
- INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy. .,Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Elena Cattaneo
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy. .,INGM, Istituto Nazionale Genetica Molecolare, Milan, Italy
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