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Yang J, Jin N, Zhang S, Tan Y, Chen Z, Huang X, Li G, Yu B, Shi J, Gu X, Cui Z, Xu L. Genome-wide profiling and functional characterization of circular RNAs in neural development and injury: insights from a rat model research. Cell Mol Life Sci 2025; 82:135. [PMID: 40169448 PMCID: PMC11961807 DOI: 10.1007/s00018-025-05665-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 11/12/2024] [Accepted: 03/17/2025] [Indexed: 04/03/2025]
Abstract
Circular RNAs (circRNAs) have re-emerged as promising gene regulators in various physiological and pathological conditions. However, the expression patterns of circRNAs in the developing spinal cord of mammals and the comprehensive distribution of circRNAs across different tissues remain poorly understood. In this study, rats were used as the model organism. We conducted a comprehensive analysis of 15 RNA-Seq datasets comprising 217 rat samples and developed a web-based resource, CiRNat, to facilitate access to these data. We identified 15,251 credible circRNAs and validated them through experimental approaches. Notably, we observed two significant time points for circRNA increase during spinal cord development, approximately at embryonic day 14 (E14d) and postnatal week 4 (P4w). Analysis of circRNA expression in various rat tissues revealed higher expression levels in central nervous system tissues compared to peripheral nervous system tissues and other tissues. Furthermore, some highly abundant circRNAs exhibited tissue- and species-specific expression patterns and differed from their cognate linear RNAs, such as those derived from Gigyf2. Integrating polysome profiling and bioinformatic predictions suggested potential functions of certain circRNAs as miRNA sponges and translational templates. Collectively, this study provides the first comprehensive landscape of circRNAs in the developing spinal cord, offering an important resource and new insights for future exploration of functional circRNAs in central nervous system development and related diseases.
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Affiliation(s)
- Jian Yang
- Department of Neurosurgery, People's Hospital of Deyang City, Sichuan Clinical Research Center for Neurological Diseases, Deyang, Sichuan, China
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Nana Jin
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
- Institute for Translational Neuroscience, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu, China
| | - Shuqiang Zhang
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Ya Tan
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Zhifeng Chen
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Xiaoli Huang
- Institute for Translational Neuroscience, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu, China
| | - Guicai Li
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Bin Yu
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China
| | - Jianhua Shi
- Institute for Translational Neuroscience, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu, China
| | - Xiaosong Gu
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China.
| | - Zhiming Cui
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu, China.
| | - Lian Xu
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, NMPA Key Laboratory for Research and Evaluation of Tissue Engineering Technology Products, Nantong University, Nantong, Jiangsu, China.
- Institute for Translational Neuroscience, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu, China.
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2
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Perumal N, Gopalakrishnan P, Burkovetskaya M, Doss D, Dukkipati SS, Kanchan RK, Mahapatra S. Nuclear factor I/B: Duality in action in cancer pathophysiology. Cancer Lett 2025; 609:217349. [PMID: 39581218 DOI: 10.1016/j.canlet.2024.217349] [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: 07/07/2024] [Revised: 11/15/2024] [Accepted: 11/21/2024] [Indexed: 11/26/2024]
Abstract
The nuclear factor I (NFI) family of transcription factors plays a decisive role in organ development and maturation. Their deregulation has been linked with various diseases, most notably cancer. NFIB stands apart from the other NFI family members given its unique ability to drive both tumor suppressive and oncogenic programs. Thus, the ultimate impact of deregulated NFIB signaling is cancer-specific and strongly influenced by an intricate network of upstream regulators and downstream effectors. Deciphering the events that drive NFIB's paradoxical roles within these networks will enable us to not only understand how this critical transcription factor enacts its dual roles but also drive innovations to help us effectively target NFIB in different cancers. Here, we provide an in-depth review of NFIB. Starting with its defining role in the development of various organs, most notably the central nervous system, we highlight critical signaling pathways and the impact of deregulation on neoplastic transformation, contrasting it with the effect of silencing alone. We then provide examples of its dual roles in various cancers, identifying specific signaling networks associated with oncogenesis versus tumor suppression. We incorporate an example of a cancer type, osteosarcoma, wherein NFIB enacts its dual functions and explore which pathways influence each function. In this manner, we suggest plausible mechanisms for its role-switching from cancers sharing common triggering events in the setting of NFIB deregulation. We also review how NFIB enhances aggressiveness by driving metastasis, stemness, and chemoresistance. We conclude with a discussion on efficacious ways to target NFIB and pose some unanswered questions that may further help solidify our understanding of NFIB and facilitate clinical translation of NFIB targeting.
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Affiliation(s)
- Naveenkumar Perumal
- School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, India
| | - Prakadeeswari Gopalakrishnan
- Department of Ophthalmology, Center for Translational Vision Research, Gavin Herbert Eye Institute, University of California, Irvine, CA, USA
| | - Maria Burkovetskaya
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - David Doss
- School of Medicine, Creighton University, Omaha, NE, USA
| | - S Shekar Dukkipati
- Department of Pediatrics, Columbia University Irving Medical Center, New York City, NY, USA
| | - Ranjana K Kanchan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Sidharth Mahapatra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA; Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE, USA.
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3
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Valdes P, Caldwell AB, Liu Q, Fitzgerald MQ, Ramachandran S, Karch CM, Galasko DR, Yuan SH, Wagner SL, Subramaniam S. Integrative multiomics reveals common endotypes across PSEN1, PSEN2, and APP mutations in familial Alzheimer's disease. Alzheimers Res Ther 2025; 17:5. [PMID: 39754192 PMCID: PMC11699654 DOI: 10.1186/s13195-024-01659-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 12/20/2024] [Indexed: 01/06/2025]
Abstract
BACKGROUND PSEN1, PSEN2, and APP mutations cause Alzheimer's disease (AD) with an early age at onset (AAO) and progressive cognitive decline. PSEN1 mutations are more common and generally have an earlier AAO; however, certain PSEN1 mutations cause a later AAO, similar to those observed in PSEN2 and APP. METHODS We examined whether common disease endotypes exist across these mutations with a later AAO (~ 55 years) using hiPSC-derived neurons from familial Alzheimer's disease (FAD) patients harboring mutations in PSEN1A79V, PSEN2N141I, and APPV717I and mechanistically characterized by integrating RNA-seq and ATAC-seq. RESULTS We identified common disease endotypes, such as dedifferentiation, dysregulation of synaptic signaling, repression of mitochondrial function and metabolism, and inflammation. We ascertained the master transcriptional regulators associated with these endotypes, including REST, ASCL1, and ZIC family members (activation), and NRF1 (repression). CONCLUSIONS FAD mutations share common regulatory changes within endotypes with varying severity, resulting in reversion to a less-differentiated state. The regulatory mechanisms described offer potential targets for therapeutic interventions.
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Affiliation(s)
- Phoebe Valdes
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA
- Bioengineering Graduate Program, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Andrew B Caldwell
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Qing Liu
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA
- Present Address: Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Michael Q Fitzgerald
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA
- Bioengineering Graduate Program, University of California, San Diego, La Jolla, CA, 92093, USA
| | | | - Celeste M Karch
- Department of Psychiatry, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Douglas R Galasko
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Shauna H Yuan
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA
- Present Address: N. Bud Grossman Center for Memory Research and Care, Department of Neurology, University of Minnesota, GRECC, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Steven L Wagner
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA
- VA San Diego Healthcare System, San Diego, CA, 92161, USA
| | - Shankar Subramaniam
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA.
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, 92093, USA.
- Department of Nanoengineering, University of California, San Diego, La Jolla, CA, 92093, USA.
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, 92093, USA.
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4
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Malaymar Pinar D, Göös H, Tan Z, Kumpula EP, Chowdhury I, Wang Z, Zhang Q, Salokas K, Keskitalo S, Wei GH, Kumbasar A, Varjosalo M. Nuclear Factor I Family Members are Key Transcription Factors Regulating Gene Expression. Mol Cell Proteomics 2025; 24:100890. [PMID: 39617063 PMCID: PMC11775196 DOI: 10.1016/j.mcpro.2024.100890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 11/26/2024] [Accepted: 11/28/2024] [Indexed: 01/12/2025] Open
Abstract
The Nuclear Factor I (NFI) family of transcription factors (TFs) plays key roles in cellular differentiation, proliferation, and homeostasis. As such, NFI family members engage in a large number of interactions with other proteins and chromatin. However, despite their well-established significance, the NFIs' interactomes, their dynamics, and their functions have not been comprehensively examined. Here, we employed complementary omics-level techniques, i.e. interactomics (affinity purification mass spectrometry (AP-MS) and proximity-dependent biotinylation (BioID)), and chromatin immunoprecipitation sequencing (ChIP-Seq), to obtain a comprehensive view of the NFI proteins and their interactions in different cell lines. Our analyses included all four NFI family members, and a less-studied short isoform of NFIB (NFIB4), which lacks the DNA binding domain. We observed that, despite exhibiting redundancy, each family member had unique high-confidence interactors and target genes, suggesting distinct roles within the transcriptional regulatory networks. The study revealed that NFIs interact with other TFs to co-regulate a broad range of regulatory networks and cellular processes. Notably, time-dependent proximity-labeling unveiled a highly dynamic nature of NFI protein-protein interaction networks and hinted at the temporal modulation of NFI interactions. Furthermore, gene ontology (GO) enrichment analysis of NFI interactome and targetome revealed the involvement of NFIs in transcriptional regulation, chromatin organization, cellular signaling pathways, and pathways related to cancer. Additionally, we observed that NFIB4 engages with proteins associated with mRNA regulation, which suggests that NFIs have roles beyond traditional DNA binding and transcriptional modulation. We propose that NFIs may function as potential pioneering TFs, given their role in regulating the DNA binding ability of other TFs and their interactions with key chromatin remodeling complexes, thereby influencing a wide range of cellular processes. These insights into NFI protein-protein interactions and their dynamic, context-dependent nature provide a deeper understanding of gene regulation mechanisms and hint at the role of NFIs as master regulators.
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Affiliation(s)
- Dicle Malaymar Pinar
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland; Department of Molecular Biology and Genetics, Istanbul Technical University, Istanbul, Turkey
| | - Helka Göös
- iCell, Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
| | - Zenglai Tan
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Esa-Pekka Kumpula
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Iftekhar Chowdhury
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Zixian Wang
- MOE Key Laboratory of Metabolism and Molecular Medicine & Department of Biochemistry and Molecular Biology of School Basic Medical Sciences, Fudan University Shanghai Cancer Center, Shanghai Medical College of Fudan University, Shanghai, China
| | - Qin Zhang
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Kari Salokas
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Salla Keskitalo
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Gong-Hong Wei
- Biocenter Oulu and Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland; MOE Key Laboratory of Metabolism and Molecular Medicine & Department of Biochemistry and Molecular Biology of School Basic Medical Sciences, Fudan University Shanghai Cancer Center, Shanghai Medical College of Fudan University, Shanghai, China
| | - Asli Kumbasar
- Department of Molecular Biology and Genetics, Istanbul Technical University, Istanbul, Turkey
| | - Markku Varjosalo
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
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5
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Saritas Erdogan S, Yilmaz AE, Kumbasar A. PIN1 is a novel interaction partner and a negative upstream regulator of the transcription factor NFIB. FEBS Lett 2024; 598:2910-2925. [PMID: 39245791 PMCID: PMC11627009 DOI: 10.1002/1873-3468.15010] [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: 07/22/2024] [Accepted: 08/01/2024] [Indexed: 09/10/2024]
Abstract
NFIB is a transcription factor of the Nuclear Factor One (NFI) family that is essential for embryonic development. Post-translational control of NFIB or its upstream regulators have not been well characterized. Here, we show that PIN1 binds NFIB in a phosphorylation-dependent manner, via its WW domain. PIN1 interacts with the well-conserved N-terminal domains of all NFIs. Moreover, PIN1 attenuates the transcriptional activity of NFIB; this attenuation requires substrate binding by PIN1 but not its isomerase activity. Paradoxically, we found stabilization of NFIB by PIN1. We propose that PIN1 represses NFIB function not by regulating its abundance but by inducing a conformational change. These results identify NFIB as a novel PIN1 target and posit a role for PIN1 in post-translational regulation of NFIB and other NFIs.
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Affiliation(s)
| | - Ahmet Erdal Yilmaz
- Department of Molecular Biology and GeneticsIstanbul Technical UniversityTurkey
| | - Asli Kumbasar
- Department of Molecular Biology and GeneticsIstanbul Technical UniversityTurkey
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6
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Trevisan AJ, Han K, Chapman P, Kulkarni AS, Hinton JM, Ramirez C, Klein I, Gatto G, Gabitto MI, Menon V, Bikoff JB. The transcriptomic landscape of spinal V1 interneurons reveals a role for En1 in specific elements of motor output. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.18.613279. [PMID: 39345580 PMCID: PMC11429899 DOI: 10.1101/2024.09.18.613279] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Neural circuits in the spinal cord are composed of diverse sets of interneurons that play crucial roles in shaping motor output. Despite progress in revealing the cellular architecture of the spinal cord, the extent of cell type heterogeneity within interneuron populations remains unclear. Here, we present a single-nucleus transcriptomic atlas of spinal V1 interneurons across postnatal development. We find that the core molecular taxonomy distinguishing neonatal V1 interneurons perdures into adulthood, suggesting conservation of function across development. Moreover, we identify a key role for En1, a transcription factor that marks the V1 population, in specifying one unique subset of V1Pou6f2 interneurons. Loss of En1 selectively disrupts the frequency of rhythmic locomotor output but does not disrupt flexion/extension limb movement. Beyond serving as a molecular resource for this neuronal population, our study highlights how deep neuronal profiling provides an entry point for functional studies of specialized cell types in motor output.
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Affiliation(s)
- Alexandra J. Trevisan
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Katie Han
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Phillip Chapman
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Anand S. Kulkarni
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Jennifer M. Hinton
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Cody Ramirez
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
| | - Ines Klein
- Department of Neurology, University Hospital of Cologne, Cologne, 50937, Germany
| | - Graziana Gatto
- Department of Neurology, University Hospital of Cologne, Cologne, 50937, Germany
| | - Mariano I. Gabitto
- Allen Institute for Brain Science, Seattle, WA, 98109, USA
- Department of Statistics, University of Washington, Seattle, WA, 98109, USA
| | - Vilas Menon
- Department of Neurology, Center for Translational and Computational Neuroimmunology, Columbia University, New York, NY, 10033, USA
| | - Jay B. Bikoff
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, 38105, USA
- Lead Contact
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7
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Shiraishi R, Cancila G, Kumegawa K, Torrejon J, Basili I, Bernardi F, Silva PBGD, Wang W, Chapman O, Yang L, Jami M, Nishitani K, Arai Y, Xiao Z, Yu H, Lo Re V, Marsaud V, Talbot J, Lombard B, Loew D, Jingu M, Okonechnikov K, Sone M, Motohashi N, Aoki Y, Pfister SM, Chavez L, Hoshino M, Maruyama R, Ayrault O, Kawauchi D. Cancer-specific epigenome identifies oncogenic hijacking by nuclear factor I family proteins for medulloblastoma progression. Dev Cell 2024; 59:2302-2319.e12. [PMID: 38834071 DOI: 10.1016/j.devcel.2024.05.013] [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: 11/02/2023] [Revised: 03/01/2024] [Accepted: 05/10/2024] [Indexed: 06/06/2024]
Abstract
Normal cells coordinate proliferation and differentiation by precise tuning of gene expression based on the dynamic shifts of the epigenome throughout the developmental timeline. Although non-mutational epigenetic reprogramming is an emerging hallmark of cancer, the epigenomic shifts that occur during the transition from normal to malignant cells remain elusive. Here, we capture the epigenomic changes that occur during tumorigenesis in a prototypic embryonal brain tumor, medulloblastoma. By comparing the epigenomes of the different stages of transforming cells in mice, we identify nuclear factor I family of transcription factors, known to be cell fate determinants in development, as oncogenic regulators in the epigenomes of precancerous and cancerous cells. Furthermore, genetic and pharmacological inhibition of NFIB validated a crucial role of this transcription factor by disrupting the cancer epigenome in medulloblastoma. Thus, this study exemplifies how epigenomic changes contribute to tumorigenesis via non-mutational mechanisms involving developmental transcription factors.
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Affiliation(s)
- Ryo Shiraishi
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Gabriele Cancila
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Kohei Kumegawa
- Cancer Cell Diversity Project, NEXT-Ganken Program, Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Jacob Torrejon
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Irene Basili
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Flavia Bernardi
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Patricia Benites Goncalves da Silva
- Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Wanchen Wang
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Owen Chapman
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Liying Yang
- Project for Cancer Epigenomics, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Maki Jami
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Kayo Nishitani
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Yukimi Arai
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Zhize Xiao
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Hua Yu
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Valentina Lo Re
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Véronique Marsaud
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Julie Talbot
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France
| | - Bérangère Lombard
- Institut Curie, PSL Research University, CurieCoreTech Mass Spectrometry Proteomics, Paris 75005, France
| | - Damarys Loew
- Institut Curie, PSL Research University, CurieCoreTech Mass Spectrometry Proteomics, Paris 75005, France
| | - Maho Jingu
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan; Department of Biomolecular Science, Graduate School of Science, Toho University, Chiba 274-8510, Japan
| | - Konstantin Okonechnikov
- Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Masaki Sone
- Department of Biomolecular Science, Graduate School of Science, Toho University, Chiba 274-8510, Japan
| | - Norio Motohashi
- Department of Molecular Therapy, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Yoshitsugu Aoki
- Department of Molecular Therapy, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Lukas Chavez
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Mikio Hoshino
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan
| | - Reo Maruyama
- Cancer Cell Diversity Project, NEXT-Ganken Program, Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan; Project for Cancer Epigenomics, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan.
| | - Olivier Ayrault
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Université Paris Sud, Université Paris-Saclay, CNRS UMR 3347, INSERM U1021, Orsay 91400, France.
| | - Daisuke Kawauchi
- Department of Biochemistry and Cellular Biology, National Center of Neurology and Psychiatry (NCNP), Tokyo 187-8502, Japan.
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8
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Gauberg J, Moreno KB, Jayaraman K, Abumeri S, Jenkins S, Salazar AM, Meharena HS, Glasgow SM. Spinal motor neuron development and metabolism are transcriptionally regulated by Nuclear Factor IA. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.26.600888. [PMID: 38979382 PMCID: PMC11230388 DOI: 10.1101/2024.06.26.600888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Neural circuits governing all motor behaviors in vertebrates rely on the proper development of motor neurons and their precise targeting of limb muscles. Transcription factors are essential for motor neuron development, regulating their specification, migration, and axonal targeting. While transcriptional regulation of the early stages of motor neuron specification is well-established, much less is known about the role of transcription factors in the later stages of maturation and terminal arborization. Defining the molecular mechanisms of these later stages is critical for elucidating how motor circuits are constructed. Here, we demonstrate that the transcription factor Nuclear Factor-IA (NFIA) is required for motor neuron positioning, axonal branching, and neuromuscular junction formation. Moreover, we find that NFIA is required for proper mitochondrial function and ATP production, providing a new and important link between transcription factors and metabolism during motor neuron development. Together, these findings underscore the critical role of NFIA in instructing the assembly of spinal circuits for movement.
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9
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Yao Z, van Velthoven CTJ, Kunst M, Zhang M, McMillen D, Lee C, Jung W, Goldy J, Abdelhak A, Aitken M, Baker K, Baker P, Barkan E, Bertagnolli D, Bhandiwad A, Bielstein C, Bishwakarma P, Campos J, Carey D, Casper T, Chakka AB, Chakrabarty R, Chavan S, Chen M, Clark M, Close J, Crichton K, Daniel S, DiValentin P, Dolbeare T, Ellingwood L, Fiabane E, Fliss T, Gee J, Gerstenberger J, Glandon A, Gloe J, Gould J, Gray J, Guilford N, Guzman J, Hirschstein D, Ho W, Hooper M, Huang M, Hupp M, Jin K, Kroll M, Lathia K, Leon A, Li S, Long B, Madigan Z, Malloy J, Malone J, Maltzer Z, Martin N, McCue R, McGinty R, Mei N, Melchor J, Meyerdierks E, Mollenkopf T, Moonsman S, Nguyen TN, Otto S, Pham T, Rimorin C, Ruiz A, Sanchez R, Sawyer L, Shapovalova N, Shepard N, Slaughterbeck C, Sulc J, Tieu M, Torkelson A, Tung H, Valera Cuevas N, Vance S, Wadhwani K, Ward K, Levi B, Farrell C, Young R, Staats B, Wang MQM, Thompson CL, Mufti S, Pagan CM, Kruse L, Dee N, Sunkin SM, Esposito L, Hawrylycz MJ, Waters J, Ng L, Smith K, Tasic B, Zhuang X, et alYao Z, van Velthoven CTJ, Kunst M, Zhang M, McMillen D, Lee C, Jung W, Goldy J, Abdelhak A, Aitken M, Baker K, Baker P, Barkan E, Bertagnolli D, Bhandiwad A, Bielstein C, Bishwakarma P, Campos J, Carey D, Casper T, Chakka AB, Chakrabarty R, Chavan S, Chen M, Clark M, Close J, Crichton K, Daniel S, DiValentin P, Dolbeare T, Ellingwood L, Fiabane E, Fliss T, Gee J, Gerstenberger J, Glandon A, Gloe J, Gould J, Gray J, Guilford N, Guzman J, Hirschstein D, Ho W, Hooper M, Huang M, Hupp M, Jin K, Kroll M, Lathia K, Leon A, Li S, Long B, Madigan Z, Malloy J, Malone J, Maltzer Z, Martin N, McCue R, McGinty R, Mei N, Melchor J, Meyerdierks E, Mollenkopf T, Moonsman S, Nguyen TN, Otto S, Pham T, Rimorin C, Ruiz A, Sanchez R, Sawyer L, Shapovalova N, Shepard N, Slaughterbeck C, Sulc J, Tieu M, Torkelson A, Tung H, Valera Cuevas N, Vance S, Wadhwani K, Ward K, Levi B, Farrell C, Young R, Staats B, Wang MQM, Thompson CL, Mufti S, Pagan CM, Kruse L, Dee N, Sunkin SM, Esposito L, Hawrylycz MJ, Waters J, Ng L, Smith K, Tasic B, Zhuang X, Zeng H. A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain. Nature 2023; 624:317-332. [PMID: 38092916 PMCID: PMC10719114 DOI: 10.1038/s41586-023-06812-z] [Show More Authors] [Citation(s) in RCA: 312] [Impact Index Per Article: 156.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 10/31/2023] [Indexed: 12/17/2023]
Abstract
The mammalian brain consists of millions to billions of cells that are organized into many cell types with specific spatial distribution patterns and structural and functional properties1-3. Here we report a comprehensive and high-resolution transcriptomic and spatial cell-type atlas for the whole adult mouse brain. The cell-type atlas was created by combining a single-cell RNA-sequencing (scRNA-seq) dataset of around 7 million cells profiled (approximately 4.0 million cells passing quality control), and a spatial transcriptomic dataset of approximately 4.3 million cells using multiplexed error-robust fluorescence in situ hybridization (MERFISH). The atlas is hierarchically organized into 4 nested levels of classification: 34 classes, 338 subclasses, 1,201 supertypes and 5,322 clusters. We present an online platform, Allen Brain Cell Atlas, to visualize the mouse whole-brain cell-type atlas along with the single-cell RNA-sequencing and MERFISH datasets. We systematically analysed the neuronal and non-neuronal cell types across the brain and identified a high degree of correspondence between transcriptomic identity and spatial specificity for each cell type. The results reveal unique features of cell-type organization in different brain regions-in particular, a dichotomy between the dorsal and ventral parts of the brain. The dorsal part contains relatively fewer yet highly divergent neuronal types, whereas the ventral part contains more numerous neuronal types that are more closely related to each other. Our study also uncovered extraordinary diversity and heterogeneity in neurotransmitter and neuropeptide expression and co-expression patterns in different cell types. Finally, we found that transcription factors are major determinants of cell-type classification and identified a combinatorial transcription factor code that defines cell types across all parts of the brain. The whole mouse brain transcriptomic and spatial cell-type atlas establishes a benchmark reference atlas and a foundational resource for integrative investigations of cellular and circuit function, development and evolution of the mammalian brain.
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Affiliation(s)
- Zizhen Yao
- Allen Institute for Brain Science, Seattle, WA, USA.
| | | | | | - Meng Zhang
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | | | - Changkyu Lee
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Won Jung
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | - Jeff Goldy
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - Pamela Baker
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Eliza Barkan
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | | | - Daniel Carey
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | - Min Chen
- University of Pennsylvania, Philadelphia, PA, USA
| | | | - Jennie Close
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Scott Daniel
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Tim Dolbeare
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - James Gee
- University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Jessica Gloe
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - James Gray
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - Windy Ho
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Mike Huang
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Madie Hupp
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Kelly Jin
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Kanan Lathia
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Arielle Leon
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Su Li
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Brian Long
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Zach Madigan
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Zoe Maltzer
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Naomi Martin
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Rachel McCue
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Ryan McGinty
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Nicholas Mei
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Jose Melchor
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | - Sven Otto
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | - Lane Sawyer
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Noah Shepard
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Josef Sulc
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Michael Tieu
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Herman Tung
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Shane Vance
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Katelyn Ward
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Boaz Levi
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Rob Young
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Brian Staats
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Shoaib Mufti
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Lauren Kruse
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Nick Dee
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - Jack Waters
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Lydia Ng
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Xiaowei Zhuang
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | - Hongkui Zeng
- Allen Institute for Brain Science, Seattle, WA, USA.
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10
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Walker M, Li Y, Morales-Hernandez A, Qi Q, Parupalli C, Brown S, Christian C, Clements WK, Cheng Y, McKinney-Freeman S. An NFIX-mediated regulatory network governs the balance of hematopoietic stem and progenitor cells during hematopoiesis. Blood Adv 2023; 7:4677-4689. [PMID: 36478187 PMCID: PMC10468369 DOI: 10.1182/bloodadvances.2022007811] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 10/07/2022] [Accepted: 11/09/2022] [Indexed: 12/12/2022] Open
Abstract
The transcription factor (TF) nuclear factor I-X (NFIX) is a positive regulator of hematopoietic stem and progenitor cell (HSPC) transplantation. Nfix-deficient HSPCs exhibit a severe loss of repopulating activity, increased apoptosis, and a loss of colony-forming potential. However, the underlying mechanism remains elusive. Here, we performed cellular indexing of transcriptomes and epitopes by high-throughput sequencing (CITE-seq) on Nfix-deficient HSPCs and observed a loss of long-term hematopoietic stem cells and an accumulation of megakaryocyte and myelo-erythroid progenitors. The genome-wide binding profile of NFIX in primitive murine hematopoietic cells revealed its colocalization with other hematopoietic TFs, such as PU.1. We confirmed the physical interaction between NFIX and PU.1 and demonstrated that the 2 TFs co-occupy super-enhancers and regulate genes implicated in cellular respiration and hematopoietic differentiation. In addition, we provide evidence suggesting that the absence of NFIX negatively affects PU.1 binding at some genomic loci. Our data support a model in which NFIX collaborates with PU.1 at super-enhancers to promote the differentiation and homeostatic balance of hematopoietic progenitors.
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Affiliation(s)
- Megan Walker
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yichao Li
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Qian Qi
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Scott Brown
- Department of Immunology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Claiborne Christian
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Wilson K. Clements
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Yong Cheng
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
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11
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Bohuslavova R, Fabriciova V, Smolik O, Lebrón-Mora L, Abaffy P, Benesova S, Zucha D, Valihrach L, Berkova Z, Saudek F, Pavlinkova G. NEUROD1 reinforces endocrine cell fate acquisition in pancreatic development. Nat Commun 2023; 14:5554. [PMID: 37689751 PMCID: PMC10492842 DOI: 10.1038/s41467-023-41306-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 08/30/2023] [Indexed: 09/11/2023] Open
Abstract
NEUROD1 is a transcription factor that helps maintain a mature phenotype of pancreatic β cells. Disruption of Neurod1 during pancreatic development causes severe neonatal diabetes; however, the exact role of NEUROD1 in the differentiation programs of endocrine cells is unknown. Here, we report a crucial role of the NEUROD1 regulatory network in endocrine lineage commitment and differentiation. Mechanistically, transcriptome and chromatin landscape analyses demonstrate that Neurod1 inactivation triggers a downregulation of endocrine differentiation transcription factors and upregulation of non-endocrine genes within the Neurod1-deficient endocrine cell population, disturbing endocrine identity acquisition. Neurod1 deficiency altered the H3K27me3 histone modification pattern in promoter regions of differentially expressed genes, which resulted in gene regulatory network changes in the differentiation pathway of endocrine cells, compromising endocrine cell potential, differentiation, and functional properties.
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Affiliation(s)
- Romana Bohuslavova
- Laboratory of Molecular Pathogenetics, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Valeria Fabriciova
- Laboratory of Molecular Pathogenetics, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Ondrej Smolik
- Laboratory of Molecular Pathogenetics, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Laura Lebrón-Mora
- Laboratory of Molecular Pathogenetics, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Pavel Abaffy
- Laboratory of Gene Expression, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Sarka Benesova
- Laboratory of Gene Expression, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Daniel Zucha
- Laboratory of Gene Expression, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Lukas Valihrach
- Laboratory of Gene Expression, Institute of Biotechnology CAS, 25250, Vestec, Czechia
| | - Zuzana Berkova
- Diabetes Centre, Experimental Medicine Centre, Institute for Clinical and Experimental Medicine, 14021, Prague, Czechia
| | - Frantisek Saudek
- Diabetes Centre, Experimental Medicine Centre, Institute for Clinical and Experimental Medicine, 14021, Prague, Czechia
| | - Gabriela Pavlinkova
- Laboratory of Molecular Pathogenetics, Institute of Biotechnology CAS, 25250, Vestec, Czechia.
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12
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Yao Z, van Velthoven CTJ, Kunst M, Zhang M, McMillen D, Lee C, Jung W, Goldy J, Abdelhak A, Baker P, Barkan E, Bertagnolli D, Campos J, Carey D, Casper T, Chakka AB, Chakrabarty R, Chavan S, Chen M, Clark M, Close J, Crichton K, Daniel S, Dolbeare T, Ellingwood L, Gee J, Glandon A, Gloe J, Gould J, Gray J, Guilford N, Guzman J, Hirschstein D, Ho W, Jin K, Kroll M, Lathia K, Leon A, Long B, Maltzer Z, Martin N, McCue R, Meyerdierks E, Nguyen TN, Pham T, Rimorin C, Ruiz A, Shapovalova N, Slaughterbeck C, Sulc J, Tieu M, Torkelson A, Tung H, Cuevas NV, Wadhwani K, Ward K, Levi B, Farrell C, Thompson CL, Mufti S, Pagan CM, Kruse L, Dee N, Sunkin SM, Esposito L, Hawrylycz MJ, Waters J, Ng L, Smith KA, Tasic B, Zhuang X, Zeng H. A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.06.531121. [PMID: 37034735 PMCID: PMC10081189 DOI: 10.1101/2023.03.06.531121] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
The mammalian brain is composed of millions to billions of cells that are organized into numerous cell types with specific spatial distribution patterns and structural and functional properties. An essential step towards understanding brain function is to obtain a parts list, i.e., a catalog of cell types, of the brain. Here, we report a comprehensive and high-resolution transcriptomic and spatial cell type atlas for the whole adult mouse brain. The cell type atlas was created based on the combination of two single-cell-level, whole-brain-scale datasets: a single-cell RNA-sequencing (scRNA-seq) dataset of ~7 million cells profiled, and a spatially resolved transcriptomic dataset of ~4.3 million cells using MERFISH. The atlas is hierarchically organized into five nested levels of classification: 7 divisions, 32 classes, 306 subclasses, 1,045 supertypes and 5,200 clusters. We systematically analyzed the neuronal, non-neuronal, and immature neuronal cell types across the brain and identified a high degree of correspondence between transcriptomic identity and spatial specificity for each cell type. The results reveal unique features of cell type organization in different brain regions, in particular, a dichotomy between the dorsal and ventral parts of the brain: the dorsal part contains relatively fewer yet highly divergent neuronal types, whereas the ventral part contains more numerous neuronal types that are more closely related to each other. We also systematically characterized cell-type specific expression of neurotransmitters, neuropeptides, and transcription factors. The study uncovered extraordinary diversity and heterogeneity in neurotransmitter and neuropeptide expression and co-expression patterns in different cell types across the brain, suggesting they mediate a myriad of modes of intercellular communications. Finally, we found that transcription factors are major determinants of cell type classification in the adult mouse brain and identified a combinatorial transcription factor code that defines cell types across all parts of the brain. The whole-mouse-brain transcriptomic and spatial cell type atlas establishes a benchmark reference atlas and a foundational resource for deep and integrative investigations of cell type and circuit function, development, and evolution of the mammalian brain.
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Affiliation(s)
- Zizhen Yao
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Meng Zhang
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | | | - Changkyu Lee
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Won Jung
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | - Jeff Goldy
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Pamela Baker
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Eliza Barkan
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Daniel Carey
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | - Min Chen
- University of Pennsylvania, Philadelphia, PA, USA
| | | | - Jennie Close
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Scott Daniel
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Tim Dolbeare
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - James Gee
- University of Pennsylvania, Philadelphia, PA, USA
| | | | - Jessica Gloe
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - James Gray
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - Windy Ho
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Kelly Jin
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Kanan Lathia
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Arielle Leon
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Brian Long
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Zoe Maltzer
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Naomi Martin
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Rachel McCue
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | | | | | | | | | - Josef Sulc
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Michael Tieu
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Herman Tung
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Katelyn Ward
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Boaz Levi
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Shoaib Mufti
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | - Lauren Kruse
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Nick Dee
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | | | - Jack Waters
- Allen Institute for Brain Science, Seattle, WA, USA
| | - Lydia Ng
- Allen Institute for Brain Science, Seattle, WA, USA
| | | | | | - Xiaowei Zhuang
- Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA
| | - Hongkui Zeng
- Allen Institute for Brain Science, Seattle, WA, USA
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13
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Lu ZJ, Ye JG, Wang DL, Li MK, Zhang QK, Liu Z, Huang YJ, Pan CN, Lin YH, Shi ZX, Zheng YF. Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Mouse Corneal Epithelial Cells. Invest Ophthalmol Vis Sci 2023; 64:30. [PMID: 36943152 PMCID: PMC10043503 DOI: 10.1167/iovs.64.3.30] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023] Open
Abstract
Purpose Corneal epithelial homeostasis is maintained by coordinated gene expression across distinct cell populations, but the gene regulatory programs underlying this cellular diversity remain to be characterized. Here we applied single-cell multi-omics analysis to delineate the gene regulatory profile of mouse corneal epithelial cells under normal homeostasis. Methods Single cells isolated from the cornea epithelium (with marginal conjunctiva) of adult mice were subjected to scRNA-seq and scATAC-seq using the 10×Genomics platform. Cell types were clustered by the graph-based visualization method uniform manifold approximation and projection and unbiased computational informatics analysis. The scRNA-seq and scATAC-seq datasets were integrated following the integration pipeline described in ArchR and Seurat. Results We characterized diverse corneal epithelial cell types based on gene expression signatures and chromatin accessibility. We found that cell type-specific accessibility regions were mainly located at distal regions, suggesting essential roles of distal regulatory elements in determining corneal epithelial cell diversity. Trajectory analyses revealed a continuum of cell state transition and higher coordination between transcription factor (TF) motif accessibility and gene expression during corneal epithelial cell differentiation. By integrating transcriptomic and chromatin accessibility analysis, we identified cell type-specific and shared gene regulation programs. We also uncovered critical TFs driving corneal epithelial cell differentiation, such as nuclear factor I (NFI) family members, Rarg, Elf3. We found that nuclear factor-κB (NF-κB) family members were positive TFs in limbal cells and some superficial cells, but they were involved in regulating distinct biological processes. Conclusions Our study presents a comprehensive gene regulatory landscape of mouse cornea epithelial cells, and provides valuable foundations for future investigation of corneal epithelial homeostasis in the context of cornea pathologies and regenerative medicine.
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Affiliation(s)
- Zhao-Jing Lu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
- Guangzhou Regenerative Medicine and Health Guangdong Laboratory, Guangzhou, China
- Research Unit of Ocular Development and Regeneration, Chinese Academy of Medical Sciences, China
| | - Jin-Guo Ye
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Dong-Liang Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Meng-Ke Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Qi-Kai Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Zhong Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yan-Jing Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Cai-Neng Pan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yu-Heng Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Zhuo-Xing Shi
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Ying-Feng Zheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
- Guangzhou Regenerative Medicine and Health Guangdong Laboratory, Guangzhou, China
- Research Unit of Ocular Development and Regeneration, Chinese Academy of Medical Sciences, China
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14
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Ribeiro V, Martins SG, Lopes AS, Thorsteinsdóttir S, Zilhão R, Carlos AR. NFIXing Cancer: The Role of NFIX in Oxidative Stress Response and Cell Fate. Int J Mol Sci 2023; 24:ijms24054293. [PMID: 36901722 PMCID: PMC10001739 DOI: 10.3390/ijms24054293] [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: 01/27/2023] [Revised: 02/15/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
NFIX, a member of the nuclear factor I (NFI) family of transcription factors, is known to be involved in muscle and central nervous system embryonic development. However, its expression in adults is limited. Similar to other developmental transcription factors, NFIX has been found to be altered in tumors, often promoting pro-tumorigenic functions, such as leading to proliferation, differentiation, and migration. However, some studies suggest that NFIX can also have a tumor suppressor role, indicating a complex and cancer-type dependent role of NFIX. This complexity may be linked to the multiple processes at play in regulating NFIX, which include transcriptional, post-transcriptional, and post-translational processes. Moreover, other features of NFIX, including its ability to interact with different NFI members to form homodimers or heterodimers, therefore allowing the transcription of different target genes, and its ability to sense oxidative stress, can also modulate its function. In this review, we examine different aspects of NFIX regulation, first in development and then in cancer, highlighting the important role of NFIX in oxidative stress and cell fate regulation in tumors. Moreover, we propose different mechanisms through which oxidative stress regulates NFIX transcription and function, underlining NFIX as a key factor for tumorigenesis.
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Affiliation(s)
- Vanessa Ribeiro
- cE3c-CHANGE, Department of Animal Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Susana G. Martins
- cE3c-CHANGE, Department of Animal Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Ana Sofia Lopes
- cE3c-CHANGE, Department of Animal Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
- Centro Hospitalar de Lisboa Ocidental (CHLO), 1449-005 Lisbon, Portugal
| | - Sólveig Thorsteinsdóttir
- cE3c-CHANGE, Department of Animal Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Rita Zilhão
- cE3c-CHANGE, Department of Plant Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Ana Rita Carlos
- cE3c-CHANGE, Department of Animal Biology, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
- Correspondence:
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15
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Harkins D, Harvey TJ, Atterton C, Miller I, Currey L, Oishi S, Kasherman M, Davila RA, Harris L, Green K, Piper H, Parton RG, Thor S, Cooper HM, Piper M. Hydrocephalus in Nfix−/− Mice Is Underpinned by Changes in Ependymal Cell Physiology. Cells 2022; 11:cells11152377. [PMID: 35954220 PMCID: PMC9368351 DOI: 10.3390/cells11152377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 07/27/2022] [Accepted: 07/29/2022] [Indexed: 02/04/2023] Open
Abstract
Nuclear factor one X (NFIX) is a transcription factor required for normal ependymal development. Constitutive loss of Nfix in mice (Nfix−/−) is associated with hydrocephalus and sloughing of the dorsal ependyma within the lateral ventricles. Previous studies have implicated NFIX in the transcriptional regulation of genes encoding for factors essential to ependymal development. However, the cellular and molecular mechanisms underpinning hydrocephalus in Nfix−/− mice are unknown. To investigate the role of NFIX in hydrocephalus, we examined ependymal cells in brains from postnatal Nfix−/− and control (Nfix+/+) mice using a combination of confocal and electron microscopy. This revealed that the ependymal cells in Nfix−/− mice exhibited abnormal cilia structure and disrupted localisation of adhesion proteins. Furthermore, we modelled ependymal cell adhesion using epithelial cell culture and revealed changes in extracellular matrix and adherens junction gene expression following knockdown of NFIX. Finally, the ablation of Nfix from ependymal cells in the adult brain using a conditional approach culminated in enlarged ventricles, sloughing of ependymal cells from the lateral ventricles and abnormal localisation of adhesion proteins, which are phenotypes observed during development. Collectively, these data demonstrate a pivotal role for NFIX in the regulation of cell adhesion within ependymal cells of the lateral ventricles.
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Affiliation(s)
- Danyon Harkins
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Tracey J. Harvey
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Cooper Atterton
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Ingrid Miller
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Laura Currey
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Sabrina Oishi
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Maria Kasherman
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Raul Ayala Davila
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Lucy Harris
- Centre for Microscopy and Microanalysis, The University of Queensland, Brisbane 4072, Australia; (L.H.); (K.G.); (R.G.P.)
| | - Kathryn Green
- Centre for Microscopy and Microanalysis, The University of Queensland, Brisbane 4072, Australia; (L.H.); (K.G.); (R.G.P.)
| | - Hannah Piper
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Robert G. Parton
- Centre for Microscopy and Microanalysis, The University of Queensland, Brisbane 4072, Australia; (L.H.); (K.G.); (R.G.P.)
- Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Stefan Thor
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
| | - Helen M. Cooper
- Queensland Brain Institute, The University of Queensland, Brisbane 4072, Australia;
| | - Michael Piper
- School of Biomedical Sciences, The University of Queensland, Brisbane 4072, Australia; (D.H.); (T.J.H.); (C.A.); (I.M.); (L.C.); (S.O.); (M.K.); (R.A.D.); (H.P.); (S.T.)
- Queensland Brain Institute, The University of Queensland, Brisbane 4072, Australia;
- Correspondence:
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16
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Sagner A, Zhang I, Watson T, Lazaro J, Melchionda M, Briscoe J. A shared transcriptional code orchestrates temporal patterning of the central nervous system. PLoS Biol 2021; 19:e3001450. [PMID: 34767545 PMCID: PMC8612522 DOI: 10.1371/journal.pbio.3001450] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 11/24/2021] [Accepted: 10/20/2021] [Indexed: 01/13/2023] Open
Abstract
The molecular mechanisms that produce the full array of neuronal subtypes in the vertebrate nervous system are incompletely understood. Here, we provide evidence of a global temporal patterning program comprising sets of transcription factors that stratifies neurons based on the developmental time at which they are generated. This transcriptional code acts throughout the central nervous system, in parallel to spatial patterning, thereby increasing the diversity of neurons generated along the neuraxis. We further demonstrate that this temporal program operates in stem cell-derived neurons and is under the control of the TGFβ signaling pathway. Targeted perturbation of components of the temporal program, Nfia and Nfib, reveals their functional requirement for the generation of late-born neuronal subtypes. Together, our results provide evidence for the existence of a previously unappreciated global temporal transcriptional program of neuronal subtype identity and suggest that the integration of spatial and temporal patterning mechanisms diversifies and organizes neuronal subtypes in the vertebrate nervous system.
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Affiliation(s)
- Andreas Sagner
- The Francis Crick Institute, London, United Kingdom
- Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Institut für Biochemie, Emil-Fischer-Zentrum, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Isabel Zhang
- The Francis Crick Institute, London, United Kingdom
| | | | - Jorge Lazaro
- The Francis Crick Institute, London, United Kingdom
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17
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Triarhou LC, Manto M. Postnatal Neurogenesis Beyond Rodents: the Groundbreaking Research of Joseph Altman and Gopal Das. THE CEREBELLUM 2021; 21:1-8. [PMID: 34704189 DOI: 10.1007/s12311-021-01314-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An integral component of neural ontogeny and plasticity is the ongoing generation of new neurons from precursor cells throughout the lifespan in virtually all animals with a nervous system. In mammals, postnatal neurogenesis has been documented in the cerebellum, olfactory bulb, hippocampus, striatum, substantia nigra, hypothalamus, and amygdala. Germinal centers of new neuron production in the adult brain have been identified in the neuroepithelium of the subventricular zone and the dentate gyrus. One of the earliest lines of evidence gathered came from studies on the production of cerebellar microneurons in the external germinal layer of rodents and carnivores in the 1960s and 1970s. The undeniable pioneer of that research was the insightful developmental neurobiologist Joseph Altman (1925-2016). This Cerebellar Classic is devoted to the groundbreaking work of Altman and his graduate student and, subsequently, fellow faculty member, Gopal Das (1933-1991), on postnatal neurogenesis using tritiated thymidine autoradiography to tag newly formed neurons in the cerebellum of cats. Perseverant to their ideas and patiently working in West Lafayette (Indiana), they were the founders of two fields that brought about paradigm shifts and led to an explosive growth in brain research: adult neurogenesis and neural tissue transplantation.
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Affiliation(s)
- Lazaros C Triarhou
- Laboratory of Theoretical and Applied Neuroscience, University of Macedonia, Egnatia 156, Bldg. Z-312, 54636, Thessaloniki, Greece.
| | - Mario Manto
- Unité Des Ataxies Cérébelleuses, CHU-Charleroi, Charleroi, Belgium.,Service Des Neurosciences, University of Mons, Mons, Belgium
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18
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Doi H, Matsuda T, Sakai A, Matsubara S, Hoka S, Yamaura K, Nakashima K. Early-life midazolam exposure persistently changes chromatin accessibility to impair adult hippocampal neurogenesis and cognition. Proc Natl Acad Sci U S A 2021; 118:e2107596118. [PMID: 34526402 PMCID: PMC8463898 DOI: 10.1073/pnas.2107596118] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2021] [Indexed: 01/02/2023] Open
Abstract
Linkage between early-life exposure to anesthesia and subsequent learning disabilities is of great concern to children and their families. Here we show that early-life exposure to midazolam (MDZ), a widely used drug in pediatric anesthesia, persistently alters chromatin accessibility and the expression of quiescence-associated genes in neural stem cells (NSCs) in the mouse hippocampus. The alterations led to a sustained restriction of NSC proliferation toward adulthood, resulting in a reduction of neurogenesis that was associated with the impairment of hippocampal-dependent memory functions. Moreover, we found that voluntary exercise restored hippocampal neurogenesis, normalized the MDZ-perturbed transcriptome, and ameliorated cognitive ability in MDZ-exposed mice. Our findings thus explain how pediatric anesthesia provokes long-term adverse effects on brain function and provide a possible therapeutic strategy for countering them.
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Affiliation(s)
- Hiroyoshi Doi
- Department of Stem Cell Biology and Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
- Department of Anesthesiology and Critical Care Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
| | - Taito Matsuda
- Department of Stem Cell Biology and Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan;
| | - Atsuhiko Sakai
- Department of Stem Cell Biology and Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
| | - Shuzo Matsubara
- Department of Stem Cell Biology and Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
| | - Sumio Hoka
- Department of Anesthesiology and Critical Care Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
- Department of Pharmaceutical Sciences, International University of Health and Welfare, 831-8501 Fukuoka, Japan
| | - Ken Yamaura
- Department of Anesthesiology and Critical Care Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan
| | - Kinichi Nakashima
- Department of Stem Cell Biology and Medicine, Graduate School of Medical Sciences, Kyushu University, 812-8582 Fukuoka, Japan;
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19
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Hourigan B, Balay SD, Yee G, Sharma S, Tan Q. Capicua regulates the development of adult-born neurons in the hippocampus. Sci Rep 2021; 11:11725. [PMID: 34083623 PMCID: PMC8175746 DOI: 10.1038/s41598-021-91168-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 05/20/2021] [Indexed: 11/12/2022] Open
Abstract
New neurons continuously arise from neural progenitor cells in the dentate gyrus of the adult hippocampus to support ongoing learning and memory formation. To generate functional adult-born neurons, neural progenitor cells proliferate to expand the precursor cell pool and differentiate into neurons. Newly generated cells then undergo postmitotic maturation to migrate to their final destination and develop elaborate dendritic branching, which allows them to receive input signals. Little is known about factors that regulate neuronal differentiation, migration, and dendrite maturation during adult hippocampal neurogenesis. Here, we show that the transcriptional repressor protein capicua (CIC) exhibits dynamic expression in the adult dentate gyrus. Conditional deletion of Cic from the mouse dentate gyrus compromises the adult neural progenitor cell pool without altering their proliferative potential. We further demonstrate that the loss of Cic impedes neuronal lineage development and disrupts dendritic arborization and migration of adult-born neurons. Our study uncovers a previously unrecognized role of CIC in neurogenesis of the adult dentate gyrus.
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Affiliation(s)
- Brenna Hourigan
- Department of Cell Biology, University of Alberta, Edmonton, T6J 2H7, Canada
| | - Spencer D Balay
- Department of Cell Biology, University of Alberta, Edmonton, T6J 2H7, Canada.,Research Institute of Molecular Pathology, Vienna Biocenter, Campus-Vienna-Biocenter 1, 1030, Vienna, Austria
| | - Graydon Yee
- Department of Cell Biology, University of Alberta, Edmonton, T6J 2H7, Canada
| | - Saloni Sharma
- Department of Cell Biology, University of Alberta, Edmonton, T6J 2H7, Canada
| | - Qiumin Tan
- Department of Cell Biology, University of Alberta, Edmonton, T6J 2H7, Canada.
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20
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Lee SA, Li KN, Tumbar T. Stem cell-intrinsic mechanisms regulating adult hair follicle homeostasis. Exp Dermatol 2020; 30:430-447. [PMID: 33278851 DOI: 10.1111/exd.14251] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 11/23/2020] [Accepted: 11/24/2020] [Indexed: 12/12/2022]
Abstract
Adult hair follicle stem cells (HFSCs) undergo dynamic and periodic molecular changes in their cellular states throughout the hair homeostatic cycle. These states are tightly regulated by cell-intrinsic mechanisms and by extrinsic signals from the microenvironment. HFSCs are essential not only for fuelling hair growth, but also for skin wound healing. Increasing evidence suggests an important role of HFSCs in organizing multiple skin components around the hair follicle, thus functioning as an organizing centre during adult skin homeostasis. Here, we focus on recent findings on cell-intrinsic mechanisms of HFSC homeostasis, which include transcription factors, histone modifications, DNA regulatory elements, non-coding RNAs, cell metabolism, cell polarity and post-transcriptional mRNA processing. Several transcription factors are now known to participate in well-known signalling pathways that control hair follicle homeostasis, as well as in super-enhancer activities to modulate HFSC and progenitor lineage progression. Interestingly, HFSCs have been shown to secrete molecules that are important in guiding the organization of several skin components around the hair follicle, including nerves, arrector pili muscle and vasculature. Finally, we discuss recent technological advances in the field such as single-cell RNA sequencing and live imaging, which revealed HFSC and progenitor heterogeneity and brought new light to understanding crosstalking between HFSCs and the microenvironment. The field is well on its way to generate a comprehensive map of molecular interactions that should serve as a solid theoretical platform for application in hair and skin disease and ageing.
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Affiliation(s)
- Seon A Lee
- Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Kefei Nina Li
- Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Tudorita Tumbar
- Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
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21
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Matuzelski E, Essebier A, Harris L, Gronostajski RM, Harvey TJ, Piper M. Alterations in gene expression in the spinal cord of mice lacking Nfix. BMC Res Notes 2020; 13:437. [PMID: 32938475 PMCID: PMC7493862 DOI: 10.1186/s13104-020-05278-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 09/09/2020] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Nuclear Factor One X (NFIX) is a transcription factor expressed by neural stem cells within the developing mouse brain and spinal cord. In order to characterise the pathways by which NFIX may regulate neural stem cell biology within the developing mouse spinal cord, we performed an microarray-based transcriptomic analysis of the spinal cord of embryonic day (E)14.5 Nfix-/- mice in comparison to wild-type controls. DATA DESCRIPTION Using microarray and differential gene expression analyses, we were able to identify differentially expressed genes in the spinal cords of E14.5 Nfix-/- mice compared to wild-type controls. We performed microarray-based sequencing on spinal cords from n = 3 E14.5 Nfix-/- mice and n = 3 E14.5 Nfix+/+ mice. Differential gene expression analysis, using a false discovery rate (FDR) p-value of p < 0.05, and a fold change cut-off for differential expression of > ± 1.5, revealed 1351 differentially regulated genes in the spinal cord of Nfix-/- mice. Of these, 828 were upregulated, and 523 were downregulated. This resource provides a tool to interrogate the role of this transcription factor in spinal cord development.
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Affiliation(s)
- Elise Matuzelski
- School of Biomedical Sciences, The Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Alexandra Essebier
- School of Chemistry and Molecular Bioscience Sciences, The Faculty of Science, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Lachlan Harris
- School of Biomedical Sciences, The Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Richard M Gronostajski
- Department of Biochemistry, Program in Genetics, Genomics and Bioinformatics, Center of Excellence in Bioinformatics and Life Sciences, State University of New York at Buffalo, Buffalo, NY, USA
| | - Tracey J Harvey
- School of Biomedical Sciences, The Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Michael Piper
- School of Biomedical Sciences, The Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4072, Australia.
- Queensland Brain Institute, The University of Queensland, Brisbane, QLD, 4072, Australia.
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22
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Expression of NFIA and NFIB within the murine spinal cord. Gene Expr Patterns 2020; 35:119098. [PMID: 32068188 DOI: 10.1016/j.gep.2020.119098] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/06/2020] [Accepted: 02/11/2020] [Indexed: 12/17/2022]
Abstract
The Nuclear factor I proteins comprise a family of transcription factors that are expressed in many developing and mature cell populations, including within the central nervous system. Within the embryonic mouse spinal cord, NFIA and NFIB are expressed by neural progenitor cells lining the central canal, where they act to promote astrocytic and oligodendrocytic lineage specification. Cells lining the mature spinal cord central canal retain characteristics of neural progenitor cells, but the expression of NFIA and NFIB within the mature spinal cord at a cell-type-specific level remains undefined. Here, we investigated where these two transcription factors are expressed within the adult mouse spinal cord. We reveal that both factors are expressed in similar cohorts of mature cells, including ependymal cells, interneurons and motor neurons. We also show robust and widespread expression of NFIA and NFIB within nestin-expressing cells following injury to the spinal cord. Collectively, these data provide a basis to further define what functional role(s) NFIA and NFIB play within the adult spinal cord.
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