1
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Hor K, Dearden L, Herzstein E, Ozanne S, Hardingham G, Drake AJ. Maternal high fat and high sugar diet impacts on key DNA methylation enzymes in offspring brain in a sex-specific manner. J Neuroendocrinol 2025:e70046. [PMID: 40373797 DOI: 10.1111/jne.70046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 03/31/2025] [Accepted: 04/30/2025] [Indexed: 05/17/2025]
Abstract
Maternal obesity associates with an increased risk of offspring neurodevelopmental disorders. Although the underlying mechanism(s) remain unclear, evidence suggests a role for altered DNA methylation. We utilized a murine model of diet-induced obesity to investigate the impact of maternal obesity on the offspring brain transcriptome and DNA methylation. C57Bl/6 dams were fed high-fat high-sugar (HFD, n = 7) or control (CON, n = 7) diets. Maternal obesity/hyperglycemia associated with offspring growth restriction, with brain-sparing specifically in females. Postnatal hypoglycemia was seen in HFD males, but not females. The 3' RNA-sequencing revealed perturbations in metabolic and cell differentiation pathways in neonatal male and female offspring frontal cortex and cerebellum. Compared with controls, HFD males, but not females, had lower cortical and cerebellar DNMT gene and protein expression, and reduced cerebellar TET enzyme mRNA. Whilst female offspring had lower cerebellar 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) than males, there were no effects of HFD on 5mC/5hmC in cortex or cerebellum in either sex. Our data suggest that maternal obesity has sex-specific effects on fetal neurodevelopment, including enzymes involved in DNA methylation/demethylation. These mechanisms may play a role in the increased risk of neurodevelopmental disorders following obese/diabetic pregnancies, including increased male susceptibility to these disorders.
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Affiliation(s)
- Kahyee Hor
- Centre for Reproductive Health, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Laura Dearden
- University of Cambridge Metabolic Research Laboratories, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Emily Herzstein
- Centre for Reproductive Health, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Susan Ozanne
- University of Cambridge Metabolic Research Laboratories, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Giles Hardingham
- UK Dementia Research Institute, University of Edinburgh, Edinburgh Medical School, Edinburgh, UK
| | - Amanda J Drake
- Centre for Reproductive Health, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
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2
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Liu Y, Whitfield TW, Bell GW, Guo R, Flamier A, Young RA, Jaenisch R. Exploring the complexity of MECP2 function in Rett syndrome. Nat Rev Neurosci 2025:10.1038/s41583-025-00926-1. [PMID: 40360671 DOI: 10.1038/s41583-025-00926-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/23/2025] [Indexed: 05/15/2025]
Abstract
Rett syndrome (RTT) is a neurodevelopmental disorder that is mainly caused by mutations in the methyl-DNA-binding protein MECP2. MECP2 is an important epigenetic regulator that plays a pivotal role in neuronal gene regulation, where it has been reported to function as both a repressor and an activator. Despite extensive efforts in mechanistic studies over the past two decades, a clear consensus on how MECP2 dysfunction impacts molecular mechanisms and contributes to disease progression has not been reached. Here, we review recent insights from epigenomic, transcriptomic and proteomic studies that advance our understanding of MECP2 as an interacting hub for DNA, RNA and transcription factors, orchestrating diverse processes that are crucial for neuronal function. By discussing findings from different model systems, we identify crucial epigenetic details and cofactor interactions, enriching our understanding of the multifaceted roles of MECP2 in transcriptional regulation and chromatin structure. These mechanistic insights offer potential avenues for rational therapeutic design for RTT.
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Affiliation(s)
- Yi Liu
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | | | - George W Bell
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Ruisi Guo
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Anthony Flamier
- Department of Neuroscience, Université de Montréal, Montreal, Quebec, Canada
- CHU Sainte-Justine Research Center, Montreal, Quebec, Canada
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Rudolf Jaenisch
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
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3
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Moore JR, Nemera MT, D'Souza RD, Hamagami N, Clemens AW, Beard DC, Urman A, Razia Y, Rodriguez Mendoza V, Law TE, Edwards JR, Gabel HW. MeCP2 and non-CG DNA methylation stabilize the expression of long genes that distinguish closely related neuron types. Nat Neurosci 2025:10.1038/s41593-025-01947-w. [PMID: 40355611 DOI: 10.1038/s41593-025-01947-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 03/14/2025] [Indexed: 05/14/2025]
Abstract
The diversity of mammalian neurons is delineated by subtle gene expression differences that may require specialized mechanisms to be maintained. Neurons uniquely express the longest genes in the genome and use non-CG DNA methylation (mCA), together with the Rett syndrome protein methyl-CpG-binding protein 2 (MeCP2), to control gene expression. However, whether these distinctive gene structures and molecular machinery regulate neuronal diversity remains unexplored. Here, we use genomic and spatial transcriptomic analyses to show that MeCP2 maintains transcriptomic diversity across closely related neuron types. We uncover differential susceptibility of neuronal populations to MeCP2 loss according to global mCA levels and dissect methylation patterns driving shared and distinct MeCP2 gene regulation. We show that MeCP2 regulates long, mCA-enriched, 'repeatedly tuned' genes, that is, genes differentially expressed between many closely related neuron types, including across spatially distinct, vision-dependent gene programs in the visual cortex. Thus, MeCP2 maintains neuron type-specific gene programs to facilitate cellular diversity in the brain.
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Affiliation(s)
- J Russell Moore
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Mati T Nemera
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Rinaldo D D'Souza
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Nicole Hamagami
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Adam W Clemens
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Diana C Beard
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Alaina Urman
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
- Department of Medicine, Division of Oncology, Washington University, St. Louis, MO, USA
| | - Yasmin Razia
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Victoria Rodriguez Mendoza
- Opportunities in Genomic Research Program, McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - Travis E Law
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
- Department of Medicine, Division of Oncology, Washington University, St. Louis, MO, USA
| | - John R Edwards
- Department of Medicine, Division of Oncology, Washington University, St. Louis, MO, USA
| | - Harrison W Gabel
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA.
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4
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Kang YK, Min B, Eom J, Park JS, Jang J, Jeong S. Emergence of CpG-cluster blanket methylation in aged tissues: a novel signature of epigenomic aging. Nucleic Acids Res 2025; 53:gkaf354. [PMID: 40347138 PMCID: PMC12065108 DOI: 10.1093/nar/gkaf354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 03/20/2025] [Accepted: 05/07/2025] [Indexed: 05/12/2025] Open
Abstract
Aging is accompanied by widespread DNA methylation changes across the genome. While age-related methylation studies typically focus on individual CpGs, cluster analysis provides more robust data and improved interpretation. We characterized age-associated CpG-cluster methylation changes in mouse spleens, peripheral blood mononuclear cells, and livers. We identified a novel signature termed blanket methylations (BMs), fully methylated CpG clusters absent in young tissues but appearing in aged tissues. BM formation was locus- and cell-dependent, with minimal overlap among tissues. Statistical analysis, heterogeneity assessment, and random modeling demonstrated that BMs arise through nonrandom mechanisms and correlate with accelerated aging. Notably, BMs appeared in chronologically young mice with progeroid or disease-driven aging, including in 4-month-old Zmpste24-/- (lifespan ∼5 months) and 3-month-old Huntington's disease model mice (lifespan ∼4 months). The detection of BMs in purified CD4+ T cells demonstrated that their occurrence is intrinsic to aging cells rather than a result of infiltration from other tissues. Further investigation revealed age-related downregulation of zinc-finger-CxxC-domain genes, including Tet1 and Tet3, which protect CpG islands from methylation. Importantly, TET1 or TET3 depletion induced BM formation, linking their loss to age-associated methylation drift. These findings establish BMs as a robust marker of epigenomic aging, providing insight into age-related methylation changes.
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Affiliation(s)
- Yong-Kook Kang
- Aging Convergence Research Center (ACRC), Development and Differentiation Research Center, Korea Research Institute of Bioscience Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, South Korea
- Department of Functional Genomics, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, South Korea
| | - Byungkuk Min
- Aging Convergence Research Center (ACRC), Development and Differentiation Research Center, Korea Research Institute of Bioscience Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, South Korea
| | - Jaemin Eom
- Aging Convergence Research Center (ACRC), Development and Differentiation Research Center, Korea Research Institute of Bioscience Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, South Korea
- Department of Functional Genomics, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, South Korea
| | - Jung Sun Park
- Aging Convergence Research Center (ACRC), Development and Differentiation Research Center, Korea Research Institute of Bioscience Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, South Korea
| | - Jaewoong Jang
- Aging Convergence Research Center (ACRC), Development and Differentiation Research Center, Korea Research Institute of Bioscience Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, South Korea
| | - Sangkyun Jeong
- Genomics Department, Keyomics Co. Ltd, 17 Techno4-ro, Yuseong-gu, Daejeon 34013, South Korea
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5
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Sugo N, Atsumi Y, Yamamoto N. Transcription and epigenetic factor dynamics in neuronal activity-dependent gene regulation. Trends Genet 2025; 41:425-436. [PMID: 39875312 DOI: 10.1016/j.tig.2024.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 12/20/2024] [Accepted: 12/20/2024] [Indexed: 01/30/2025]
Abstract
Neuronal activity, including sensory-evoked and spontaneous firing, regulates the expression of a subset of genes known as activity-dependent genes. A key issue in this process is the activation and accumulation of transcription factors (TFs), which bind to cis-elements at specific enhancers and promoters, ultimately driving RNA synthesis through transcription machinery. Epigenetic factors such as histone modifiers also play a crucial role in facilitating the specific binding of TFs. Recent evidence from epigenome analyses and imaging studies have revealed intriguing mechanisms: the default chromatin structure at activity-dependent genes is formed independently of neuronal activity, while neuronal activity modulates spatiotemporal dynamics of TFs and their interactions with epigenetic factors (EFs). In this article we review new insights into activity-dependent gene regulation that affects brain development and plasticity.
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Affiliation(s)
- Noriyuki Sugo
- Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka 565-0871, Japan.
| | - Yuri Atsumi
- Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka 565-0871, Japan
| | - Nobuhiko Yamamoto
- Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka 565-0871, Japan; Institute of Neurological and Psychiatric Disorders, Shenzhen Bay Laboratory, Shenzhen, Guangdong 518132, China.
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6
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Pagano L, Lagrotteria D, Facconi A, Saraceno C, Longobardi A, Bellini S, Ingannato A, Bagnoli S, Ducci T, Mingrino A, Laganà V, Paparazzo E, Borroni B, Maletta R, Nacmias B, Montesanto A, Ghidoni R. Evaluation of Illumina and Oxford Nanopore Sequencing for the Study of DNA Methylation in Alzheimer's Disease and Frontotemporal Dementia. Int J Mol Sci 2025; 26:4198. [PMID: 40362435 PMCID: PMC12071509 DOI: 10.3390/ijms26094198] [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: 02/27/2025] [Revised: 04/24/2025] [Accepted: 04/25/2025] [Indexed: 05/15/2025] Open
Abstract
DNA methylation is a critical epigenetic mechanism involved in numerous physiological processes. Alterations in DNA methylation patterns are associated with various brain disorders, including dementias such as Alzheimer's disease (AD) and frontotemporal dementia (FTD). Investigating these alterations is essential for understanding the pathogenesis and progression of these disorders. Among the various methods for detecting DNA methylation, DNA sequencing is one of the most widely employed. Specifically, two main sequencing approaches are commonly used for DNA methylation analysis: bisulfite sequencing and single-molecule long-read sequencing. In this review, we compared the performances of CpG methylation detection obtained using two popular sequencing platforms, Illumina for bisulfite sequencing and Oxford Nanopore (ON) for long-read sequencing. Our comparison considers several factors, including accuracy, efficiency, genomic regions, costs, wet-lab protocols, and bioinformatics pipelines. We provide insights into the strengths and limitations of both methods with a particular focus on their application in research on AD and FTD.
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Affiliation(s)
- Lorenzo Pagano
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
| | - Davide Lagrotteria
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy; (D.L.); (E.P.); (A.M.)
| | - Alessandro Facconi
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
| | - Claudia Saraceno
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
| | - Antonio Longobardi
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
| | - Sonia Bellini
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
| | - Assunta Ingannato
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50139 Florence, Italy; (A.I.); (S.B.); (B.N.)
- IRCCS Fondazione Don Carlo Gnocchi, 50143 Florence, Italy
| | - Silvia Bagnoli
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50139 Florence, Italy; (A.I.); (S.B.); (B.N.)
- IRCCS Fondazione Don Carlo Gnocchi, 50143 Florence, Italy
| | - Tommaso Ducci
- Azienda Ospedaliero-Universitaria Careggi SOD Neurologia 1, 50100 Florence, Italy; (T.D.); (A.M.)
| | - Alessandra Mingrino
- Azienda Ospedaliero-Universitaria Careggi SOD Neurologia 1, 50100 Florence, Italy; (T.D.); (A.M.)
| | - Valentina Laganà
- Regional Neurogenetic Centre (CRN), Department of Primary Care, ASP Catanzaro, 88046 Lamezia Terme, Italy; (V.L.); (R.M.)
| | - Ersilia Paparazzo
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy; (D.L.); (E.P.); (A.M.)
| | - Barbara Borroni
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy
| | - Raffaele Maletta
- Regional Neurogenetic Centre (CRN), Department of Primary Care, ASP Catanzaro, 88046 Lamezia Terme, Italy; (V.L.); (R.M.)
| | - Benedetta Nacmias
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50139 Florence, Italy; (A.I.); (S.B.); (B.N.)
- IRCCS Fondazione Don Carlo Gnocchi, 50143 Florence, Italy
| | - Alberto Montesanto
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, Italy; (D.L.); (E.P.); (A.M.)
| | - Roberta Ghidoni
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy; (L.P.); (A.F.); (C.S.); (A.L.); (S.B.); (B.B.)
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7
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Takei Y, Yang Y, White J, Goronzy IN, Yun J, Prasad M, Ombelets LJ, Schindler S, Bhat P, Guttman M, Cai L. Spatial multi-omics reveals cell-type-specific nuclear compartments. Nature 2025:10.1038/s41586-025-08838-x. [PMID: 40205045 DOI: 10.1038/s41586-025-08838-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 02/25/2025] [Indexed: 04/11/2025]
Abstract
The mammalian nucleus is compartmentalized by diverse subnuclear structures. These subnuclear structures, marked by nuclear bodies and histone modifications, are often cell-type specific and affect gene regulation and 3D genome organization1-3. Understanding their relationships rests on identifying the molecular constituents of subnuclear structures and mapping their associations with specific genomic loci and transcriptional levels in individual cells, all in complex tissues. Here, we introduce two-layer DNA seqFISH+, which enables simultaneous mapping of 100,049 genomic loci, together with the nascent transcriptome for 17,856 genes and subnuclear structures in single cells. These data enable imaging-based chromatin profiling of diverse subnuclear markers and can capture their changes at genomic scales ranging from 100-200 kilobases to approximately 1 megabase, depending on the marker and DNA locus. By using multi-omics datasets in the adult mouse cerebellum, we showed that repressive chromatin regions are more variable by cell type than are active regions across the genome. We also discovered that RNA polymerase II-enriched foci were locally associated with long, cell-type-specific genes (bigger than 200 kilobases) in a manner distinct from that of nuclear speckles. Furthermore, our analysis revealed that cell-type-specific regions of heterochromatin marked by histone H3 trimethylated at lysine 27 (H3K27me3) and histone H4 trimethylated at lysine 20 (H4K20me3) are enriched at specific genes and gene clusters, respectively, and shape radial chromosomal positioning and inter-chromosomal interactions in neurons and glial cells. Together, our results provide a single-cell high-resolution multi-omics view of subnuclear structures, associated genomic loci and their effects on gene regulation, directly within complex tissues.
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Affiliation(s)
- Yodai Takei
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.
| | - Yujing Yang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Jonathan White
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Isabel N Goronzy
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jina Yun
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Meera Prasad
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | | | | | - Prashant Bhat
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Mitchell Guttman
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Long Cai
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.
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8
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Zhou J, Wu Y, Liu H, Tian W, Castanon RG, Bartlett A, Zhang Z, Yao G, Shi D, Clock B, Marcotte S, Nery JR, Liem M, Claffey N, Boggeman L, Barragan C, Drigo RAE, Weimer AK, Shi M, Cooper-Knock J, Zhang S, Snyder MP, Preissl S, Ren B, O’Connor C, Chen S, Luo C, Dixon JR, Ecker JR. Human Body Single-Cell Atlas of 3D Genome Organization and DNA Methylation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.23.644697. [PMID: 40196612 PMCID: PMC11974725 DOI: 10.1101/2025.03.23.644697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
Higher-order chromatin structure and DNA methylation are critical for gene regulation, but how these vary across the human body remains unclear. We performed multi-omic profiling of 3D genome structure and DNA methylation for 86,689 single nuclei across 16 human tissues, identifying 35 major and 206 cell subtypes. We revealed extensive changes in CG and non-CG methylation across almost all cell types and characterized 3D chromatin structure at an unprecedented cellular resolution. Intriguingly, extensive discrepancies exist between cell types delineated by DNA methylation and genome structure, indicating that the role of distinct epigenomic features in maintaining cell identity may vary by lineage. This study expands our understanding of the diversity of DNA methylation and chromatin structure and offers an extensive reference for exploring gene regulation in human health and disease.
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Affiliation(s)
- Jingtian Zhou
- Arc Institute, Palo Alto, CA, USA
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, USA
| | - Yue Wu
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
| | - Hanqing Liu
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Society of Fellows, Harvard University, Cambridge, MA, USA
| | - Wei Tian
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Rosa G Castanon
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Anna Bartlett
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Zuolong Zhang
- School of Software, Henan University, Kaifeng, Henan, China
| | - Guocong Yao
- School of Computer and Information Engineering, Henan University, Kaifeng, Henan, China
| | - Dengxiaoyu Shi
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Ben Clock
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Samantha Marcotte
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Joseph R. Nery
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Michelle Liem
- Flow Cytometry Core Facility, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Naomi Claffey
- Flow Cytometry Core Facility, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Lara Boggeman
- Flow Cytometry Core Facility, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Cesar Barragan
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Rafael Arrojo e Drigo
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN
- Center for Computational Systems Biology, Vanderbilt University, Nashville, TN
- Diabetes Research and Training Center (DRTC), Vanderbilt University Medical Center, Nashville, TN, 37235
| | - Annika K. Weimer
- Department of Genetics, Stanford School of Medicine, Stanford, CA, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Minyi Shi
- Department of Genetics, Stanford School of Medicine, Stanford, CA, USA
| | - Johnathan Cooper-Knock
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Sai Zhang
- Department of Genetics, Stanford School of Medicine, Stanford, CA, USA
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
- Departments of Biostatistics & Biomedical Engineering, Genetics Institute, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Michael P. Snyder
- Department of Genetics, Stanford School of Medicine, Stanford, CA, USA
| | - Sebastian Preissl
- Center for Epigenomics, University of California San Diego, La Jolla, CA, USA
- Institute of Experimental and Clinical Pharmacology and Toxicology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Institute of Pharmaceutical Sciences, Pharmacology & Toxicology, University of Graz, Graz, Austria
- Field of Excellence BioHealth, University of Graz, Graz, Austria
| | - Bing Ren
- Center for Epigenomics, University of California San Diego, La Jolla, CA, USA
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Carolyn O’Connor
- Flow Cytometry Core Facility, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Shengbo Chen
- School of Software, Nanchang University, Nanchang, Jiangxi, China
| | - Chongyuan Luo
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA, USA
| | - Jesse R. Dixon
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Joseph R. Ecker
- Genomic Analysis Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Howard Hughes Medical Institute, Salk Institute for Biological Studies, La Jolla, CA, USA
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9
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Cottam NC, Ofori K, Stoll KT, Bryant M, Rogge JR, Hekmatyar K, Sun J, Charvet CJ. From Circuits to Lifespan: Translating Mouse and Human Timelines with Neuroimaging-Based Tractography. J Neurosci 2025; 45:e1429242025. [PMID: 39870528 PMCID: PMC11925001 DOI: 10.1523/jneurosci.1429-24.2025] [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: 07/18/2024] [Revised: 11/21/2024] [Accepted: 01/17/2025] [Indexed: 01/29/2025] Open
Abstract
Animal models are commonly used to investigate developmental processes and disease risk, but humans and model systems (e.g., mice) differ substantially in the pace of development and aging. The timeline of human developmental circuits is well known, but it is unclear how such timelines compare with those in mice. We lack age alignments across the lifespan of mice and humans. Here, we build upon our Translating Time resource, which is a tool that equates corresponding ages during development. We collected 1,125 observations from age-related changes in body, bone, dental, and brain processes to equate corresponding ages across humans, mice, and rats to boost power for comparison across humans and mice. We acquired high-resolution diffusion MR scans of mouse brains (n = 16) of either sex at sequential stages of postnatal development [postnatal day (P)3, 4, 12, 21, 60] to track brain circuit maturation (e.g., olfactory association, transcallosal pathways). We found heterogeneity in white matter pathway growth. Corpus callosum growth largely ceases days after birth, while the olfactory association pathway grows through P60. We found that a P3-4, mouse equates to a human at roughly GW24 and a P60 mouse equates to a human in teenage years. Therefore, white matter pathway maturation is extended in mice as it is in humans, but there are species-specific adaptations. For example, olfactory-related wiring is protracted in mice, which is linked to their reliance on olfaction. Our findings underscore the importance of translational tools to map common and species-specific biological processes from model systems to humans.
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Affiliation(s)
- Nicholas C Cottam
- Department of Biological Sciences, Delaware State University, Dover, Delaware 19901
| | - Kwadwo Ofori
- Department of Biological Sciences, Delaware State University, Dover, Delaware 19901
| | - Kevin T Stoll
- Idaho College of Osteopathic Medicine, Meridian, Idaho 83642
| | - Madison Bryant
- Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama 36849
| | - Jessica R Rogge
- Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama 36849
| | - Khan Hekmatyar
- Center for Biomedical and Brain Imaging Center, University of Delaware, Wilmington, Delaware 19716
- Advanced Translational Imaging Facility, Georgia State University, Atlanta, Georgia 30303
| | - Jianli Sun
- Department of Biological Sciences, Delaware State University, Dover, Delaware 19901
| | - Christine J Charvet
- Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama 36849
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10
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Gu Y, Suarez-Pizarro M, Chen CC, Wu J, Zocchi L, Suh S, Smith PJ, Cruz S, Tinoco R, Benavente CA. UHRF1 is critical for tumor-promoting inflammation and tumorigenesis in retinoblastoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.02.641083. [PMID: 40093113 PMCID: PMC11908184 DOI: 10.1101/2025.03.02.641083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Retinoblastoma, the most common pediatric intraocular malignancy, arises from RB1 inactivation, leading to uncontrolled proliferation of retinal progenitor cells. Epigenetic dysregulation a key driver of retinoblastoma progression, yet the underlying mechanisms are poorly understood. UHRF1, a regulator of DNA methylation and chromatin remodeling, has been implicated in oncogenesis but its role in retinoblastoma has not been fully characterized. To investigate Uhrf1's role in tumor initiation and progression, we generated a genetically engineered mouse model of retinoblastoma with conditional Uhrf1 knockout. Remarkably, Uhrf1 loss completely blocked tumor formation, despite persistent early oncogenic events. Transcriptomic and epigenomic profiling revealed that Uhrf1 is essential for tumor progression, facilitating oncogenic transcription, chromatin accessibility, and aberrant DNA methylation. Beyond its epigenetic role, we found Uhrf1 modulates the tumor immune microenvironment, promoting chemokine secretion and microglial infiltration, suggesting that Uhrf1 promotes immune cell recruitment. Mechanistically, Uhrf1 enhances chemokine expression through NF-κB signaling, establishing a novel connection between epigenetic regulation and tumor-associated immune responses. These findings establish Uhrf1 as a critical driver of retinoblastoma progression, essential for tumor maintenance but not initiation. By sustaining oncogenic transcriptional programs and shaping a pro-tumor immune microenvironment, Uhrf1 emerges as a promising therapeutic target for inhibiting tumor growth and immune evasion.
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11
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Wu Y, Liu J, Zhao L, Zhou G, Tang Y. Genome-wide DNA methylation analysis of sorghum leaves following foreign GA3 exposure under salt stress. Genomics 2025; 117:111000. [PMID: 39842647 DOI: 10.1016/j.ygeno.2025.111000] [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: 08/14/2024] [Revised: 01/09/2025] [Accepted: 01/17/2025] [Indexed: 01/24/2025]
Abstract
Sorghum is an increasingly popular topic of research in elucidating survival and adaptation approaches to augmented salinity. Nonetheless, little is known about the outcome and modulatory networks involved in the gibberellic acid (GA3)-induced salt stress alleviation in sorghum. Here, we identified 50 mg/L GA3 as the optimal concentration for sorghum ('Jitian 3') development under salt stress. Based on genome-wide DNA methylation analysis, CpG sites displayed the most abundant methylation statuses among all stages, with a mean value of 68.2 %, then CHG (57.9 %), and CHH (21.2 %). We identified 18,032 differentially methylated regions (DMRs) in the GA3-exposed groups. In particular, we recognized 5943 DMR genes and 269 DMR-promoter genes. Using conjoint transcriptome and DNA methylation analyses, we identified 337 important methylated-genes, which were involved in "phenylpropanoid biosynthesis", "arginine and proline metabolism" and "tyrosine metabolism". Together, the aforementioned data provides an in-depth understanding of the epigenetic modulation of gene expression during GA3 treatment.
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Affiliation(s)
- Yanqing Wu
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, Jiangsu, China; Jiangsu Provincial Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, Jiangsu, China; College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Jiao Liu
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, Jiangsu, China; Jiangsu Provincial Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Lu Zhao
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, Jiangsu, China; College for Overseas Education, Yangzhou University, Yangzhou 225000, China
| | - Guisheng Zhou
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, Jiangsu, China; Jiangsu Provincial Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, Jiangsu, China; College for Overseas Education, Yangzhou University, Yangzhou 225000, China
| | - Yuhan Tang
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Institutes of Agricultural Science and Technology Development, Yangzhou University, Yangzhou 225009, Jiangsu, China; Jiangsu Provincial Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, Jiangsu, China; College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, Jiangsu, China.
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12
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Nyikó T, Gyula P, Ráth S, Sós‐Hegedűs A, Csorba T, Abbas SH, Bóka K, Pettkó‐Szandtner A, Móricz ÁM, Molnár BP, Erdei AL, Szittya G. INCREASED DNA METHYLATION 3 forms a potential chromatin remodelling complex with HAIRPLUS to regulate DNA methylation and trichome development in tomato. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2025; 121:e70085. [PMID: 40121617 PMCID: PMC11930289 DOI: 10.1111/tpj.70085] [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] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 02/13/2025] [Accepted: 02/22/2025] [Indexed: 03/25/2025]
Abstract
DNA methylation, a dynamic epigenetic mark influencing gene expression, is regulated by DNA demethylases that remove methylated cytosines at genomic regions marked by the INCREASED DNA METHYLATION (IDM) complex. In Arabidopsis, IDM3, a small α-crystalline domain-containing protein, stabilises the IDM complex. To investigate its role in tomato, we generated slidm3 mutants using genome editing. These mutants displayed a 'hairy' phenotype with increased glandular trichomes, resembling the hairplus (hap) mutant. Affinity purification of SlIDM3-GFP associated proteins identified several chromatin remodelling factors, including HAP. Genome-wide DNA methylation analysis revealed sequence context dependent alterations in the slidm3-1 plants, similar to the hap mutant. CHH methylation was predominantly increased, while CG methylation, particularly in intergenic regions, was decreased in both mutants. This imbalanced methylation suggests the presence of a 'methylstat' mechanism attempting to restore methylation levels at abnormally demethylated sites in the mutants. Comparative functional analysis of differentially methylated regions in the slidm3-1 and hap mutants identified potential methylation-regulated genes that could be linked to the hairy phenotype. Our findings indicate that SlIDM3 may form a chromatin remodelling complex with HAP, epigenetically regulating trichome development.
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Affiliation(s)
- Tünde Nyikó
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Péter Gyula
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Szilvia Ráth
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Anita Sós‐Hegedűs
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Tibor Csorba
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Syed Hussam Abbas
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Károly Bóka
- Department of Plant AnatomyEötvös Loránd UniversityBudapestHungary
| | | | - Ágnes M. Móricz
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
| | - Béla Péter Molnár
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
| | - Anna Laura Erdei
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
- Department of Plant Protection BiologySwedish University of Agricultural SciencesAlnarpSweden
| | - György Szittya
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
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Kim DJ. The Role of the DNA Methyltransferase Family and the Therapeutic Potential of DNMT Inhibitors in Tumor Treatment. Curr Oncol 2025; 32:88. [PMID: 39996888 PMCID: PMC11854558 DOI: 10.3390/curroncol32020088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Revised: 02/02/2025] [Accepted: 02/03/2025] [Indexed: 02/26/2025] Open
Abstract
Members of the DNA methyltransferase (DNMT) family have been recognized as major epigenetic regulators of altered gene expression during tumor development. They establish and maintain DNA methylation of the CpG island of promoter and non-CpG region of the genome. The abnormal methylation status of tumor suppressor genes (TSGs) has been associated with tumorigenesis, leading to genomic instability, improper gene silence, and immune evasion. DNMT1 helps preserve methylation patterns during DNA replication, whereas the DNMT3 family is responsible for de novo methylation, creating new methylation patterns. Altered DNA methylation significantly supports tumor growth by changing gene expression patterns. FDA-approved DNMT inhibitors reverse hypermethylation-induced gene repression and improve therapeutic outcomes for cancer. Recent studies indicate that combining DNMT inhibitors with chemotherapies and immunotherapies can have synergistic effects, especially in aggressive metastatic tumors. Improving the treatment schedules, increasing isoform specificity, reducing toxicity, and utilizing genome-wide analyses of CRISPR-based editing to create personalized epigenetic therapies tailored to individual patient needs are promising strategies for enhancing therapeutic outcomes. This review discusses the interaction between DNMT regulators and DNMT1, its binding partners, the connection between DNA methylation and tumors, how these processes contribute to tumor development, and DNMT inhibitors' advancements and pharmacological properties.
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Affiliation(s)
- Dae Joong Kim
- Department of Microbiology, Immunology & Cancer Biology, The University of Virginia, Charlottesville, VA 20908, USA
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14
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Bajikar SS, Zhou J, O'Hara R, Tirumala HP, Durham MA, Trostle AJ, Dias M, Shao Y, Chen H, Wang W, Yalamanchili HK, Wan YW, Banaszynski LA, Liu Z, Zoghbi HY. Acute MeCP2 loss in adult mice reveals transcriptional and chromatin changes that precede neurological dysfunction and inform pathogenesis. Neuron 2025; 113:380-395.e8. [PMID: 39689710 PMCID: PMC11802321 DOI: 10.1016/j.neuron.2024.11.006] [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: 01/22/2024] [Revised: 09/25/2024] [Accepted: 11/08/2024] [Indexed: 12/19/2024]
Abstract
Mutations in the X-linked methyl-CpG-binding protein 2 (MECP2) gene cause Rett syndrome, a severe childhood neurological disorder. MeCP2 is a well-established transcriptional repressor, yet upon its loss, hundreds of genes are dysregulated in both directions. To understand what drives such dysregulation, we deleted Mecp2 in adult mice, circumventing developmental contributions and secondary pathogenesis. We performed time series transcriptional, chromatin, and phenotypic analyses of the hippocampus to determine the immediate consequences of MeCP2 loss and the cascade of pathogenesis. We find that loss of MeCP2 causes immediate and bidirectional progressive dysregulation of the transcriptome. To understand what drives gene downregulation, we profiled genome-wide histone modifications and found that a decrease in histone H3 acetylation (ac) at downregulated genes is among the earliest molecular changes occurring well before any measurable deficiencies in electrophysiology and neurological function. These data reveal a molecular cascade that drives disease independent of any developmental contributions or secondary pathogenesis.
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Affiliation(s)
- Sameer S Bajikar
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA
| | - Jian Zhou
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA
| | - Ryan O'Hara
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, Children's Medical Center Research Institute, Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - Harini P Tirumala
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA
| | - Mark A Durham
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Program in Developmental Biology, Baylor College of Medicine, Houston, TX 77030, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX 77030, USA
| | - Alexander J Trostle
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Michelle Dias
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yingyao Shao
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Program in Developmental Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Hu Chen
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Wei Wang
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA
| | - Hari Krishna Yalamanchili
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ying-Wooi Wan
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA
| | - Laura A Banaszynski
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, Children's Medical Center Research Institute, Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - Zhandong Liu
- Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Huda Y Zoghbi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Howard Hughes Medical Institute, Baylor College of Medicine, Houston, TX 77030, USA.
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15
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Welsh H, Batalha CMPF, Li W, Souza-Pinto NC, Duarte YAO, Naslavsky MS, Parra EJ. Age-related changes in DNA methylation in a sample of elderly Brazilians. Clin Epigenetics 2025; 17:17. [PMID: 39910411 PMCID: PMC11796210 DOI: 10.1186/s13148-025-01821-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 01/17/2025] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND Age-related changes in DNA methylation (DNAm) play a critical role in regulating gene expression. However, most epigenome-wide association studies have predominantly focused on individuals of European descent. This study aims to characterize longitudinal changes in DNAm patterns in a cohort of elderly Brazilian participants. METHODS DNAm profiles were collected approximately nine years apart from 23 elderly Brazilian individuals using the Illumina Infinium MethyationEPIC BeadChip. Using mixed-effects models, we examined changes in DNAm patterns using both quantitative age and binary timepoint (e.g., baseline vs. follow-up) as predictors of interest to identify differentially methylated positions (DMPs). Significant DMPs were compared with a list of previously identified age-related DMPs. Differentially methylated regions (DMRs) were also identified using DMRcate. Gene ontology (GO) pathway enrichment analyses were performed to explore the functional significance of identified DMPs and DMRs. RESULTS Of the 586,229 autosomal probes included in the differential methylation analyses, 2768 significant (FDR < 0.05) age-associated DMPs (aDMPs) and 2757 significant (FDR < 0.05) timepoint-associated DMPs (tpDMPs) were identified. Of the 2768 aDMPs, 1471 were replicated from previous studies. Of the 1297 non-replicated CpGs, 77.4% were exclusive to the EPIC array. The DMR analyses identified 305 age-associated DMRs (aDMRs) and 372 timepoint-associated DMRs (tpDMRs). Both aDMPs and aDMRs exhibited age-related hypermethylation within CpG islands and promoter regions of the genome, whereas hypomethylation predominantly occurred in interCGI and intergenic regions and introns. The GO enrichment analyses identified several neurological and cognition-related pathways enriched for hypermethylated CpG islands, many of which were mapped near transcription start sites and first exon regions. CONCLUSIONS This longitudinal study identified age-associated and timepoint-associated DMPs and DMRs in a sample of elderly Brazilians. Most of the non-replicated CpGs were found to be on the new EPIC array, suggesting that more age-related studies using the EPIC array are required to validate these CpGs. The GO pathway enrichment analyses identified age-related enrichment of several gene sets related to cognitive and physical decline in elderly populations. The enrichment of these sites could provide evidence for age-related neurodegeneration and cognitive decline in elderly populations.
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Affiliation(s)
- Hayley Welsh
- Department of Anthropology, University of Toronto at Mississauga, Mississauga, Canada.
| | | | - Weili Li
- The Centre for Applied Genomics, Hospital for Sick Children, Toronto, Canada
| | | | - Yeda A O Duarte
- Medical-Surgical Nursing Department, School of Nursing, University of São Paulo, São Paulo, Brazil
- Epidemiology Department, Public Health School, University of São Paulo, São Paulo, Brazil
| | - Michel S Naslavsky
- Department of Genetics and Evolutionary Biology, University of São Paulo, São Paulo, Brazil
| | - Esteban J Parra
- Department of Anthropology, University of Toronto at Mississauga, Mississauga, Canada
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16
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Dakal TC, Philip RR, Bhushan R, Sonar PV, Rajagopal S, Kumar A. Genetic and epigenetic regulation of non-coding RNAs: Implications in cancer metastasis, stemness and drug resistance. Pathol Res Pract 2025; 266:155728. [PMID: 39657397 DOI: 10.1016/j.prp.2024.155728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 11/11/2024] [Accepted: 11/17/2024] [Indexed: 12/12/2024]
Abstract
Cancer stem cells (CSCs) have a crucial function in the initiation, advancement, and resistance to therapy of tumors. Recent findings indicate that non-coding RNAs (ncRNAs), such as microRNAs (miRNAs) and long non-coding RNAs (lncRNAs), play a complex role in controlling the features of cancer stem cells (CSCs). Non-coding RNAs (ncRNAs) play a crucial role in controlling important characteristics of stem cells, such as their ability to renew themselves, differentiate into distinct cell types, and resist therapy. This article provides an overview of the current understanding of the complex relationship between non-coding RNAs (ncRNAs), namely microRNAs (miRNAs) and long non-coding RNAs (lncRNAs), and cancer stem cells (CSCs). Particular microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) are involved in regulating important signaling pathways like as Wnt, Notch, and Hedgehog, which control stem cell-like characteristics. The miR-34, miR-200, and let-7 families specifically aim at inhibiting the process of self-renewal and epithelial-to-mesenchymal transition. On the other hand, long non-coding RNAs (lncRNAs) such as H19, HOTAIR, and MALAT1 play a role in modifying the epigenetic landscape, hence enhancing the characteristics of stemness. This article also offers a thorough examination of the role of non-coding RNAs (ncRNAs) in regulating cancer stemness, emphasizing their impact on crucial biochemical pathways, epigenetic changes, and therapeutic implications. Comprehending the interaction between non-coding RNAs (ncRNAs) and cancer stem cells (CSCs) provides fresh perspectives on possible focused treatments for fighting aggressive and resistant malignancies. Gaining a comprehensive understanding of the connection between non-coding RNA (ncRNA) and cancer stem cells (CSC) offers valuable insights for the development of novel and precise treatments to combat aggressive cancers that are resistant to conventional therapies. In addition, the combination of ncRNA therapies with conventional methods like as chemotherapy or epigenetic medicines could result in synergistic effects. Nevertheless, there are still obstacles to overcome in terms of delivery, effectiveness, and safety. In summary, the interaction between non-coding RNA and cancer stemness shows potential as a targeted treatment approach in the field of precision oncology. This calls for additional investigation and use in clinical settings.
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Affiliation(s)
- Tikam Chand Dakal
- Genome and Computational Biology Lab, Department of Biotechnology, Mohanlal Sukhadia University, Udaipur, Rajasthan 313001, India.
| | - Reya Rene Philip
- Department of Biotechnology, Faculty of Science and Humanities, SRM Institute of Science and Technology, Kattankulathur, Chennai, India
| | - Ravi Bhushan
- Department of Zoology, M.S. College, Motihari, Bihar 845401, India
| | | | - Senthilkumar Rajagopal
- Department of Biotechnology, School of Applied Sciences, REVA University, Bengaluru, Karnataka, India
| | - Abhishek Kumar
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, India; Manipal Academy of Higher Education (MAHE), Manipal, Karnataka 576104, India.
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17
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Hamagami N, Kapadia D, Abduljawad N, Cheng Z, McLaughlin L, Singhania D, Barclay KM, Yang J, Sun Z, Bayguinov P, Yu G, Gabel HW, Li Q. Microglial plasticity governed by state-specific enhancer landscapes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.30.635595. [PMID: 39975390 PMCID: PMC11838276 DOI: 10.1101/2025.01.30.635595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Single-cell transcriptomic studies have identified distinct microglial subpopulations with shared and divergent gene signatures across development, aging and disease. Whether these microglial subsets represent ontogenically separate lineages of cells, or they are manifestations of plastic changes of microglial states downstream of some converging signals is unknown. Furthermore, despite the well-established role of enhancer landscapes underlying the identity of microglia, to what extent histone modifications and DNA methylation regulate microglial state switches at enhancers have not been defined. Here, using genetic fate mapping, we demonstrate the common embryonic origin of proliferative-region-associated microglia (PAM) enriched in developing white matter, and track their dynamic transitions into disease-associated microglia (DAM) and white matter-associated microglia (WAM) states in disease and aging contexts, respectively. This study links spatiotemporally discrete microglial states through their transcriptomic and epigenomic plasticity, while revealing state-specific histone modification profiles that govern state switches in health and disease.
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Affiliation(s)
- Nicole Hamagami
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- Medical Scientist Training Program, Washington University School of Medicine, St. Louis, MO 63110, USA
- These authors contributed equally
| | - Dvita Kapadia
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- These authors contributed equally
| | - Nora Abduljawad
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- Neuroscience Graduate Program, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Zuolin Cheng
- Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Arlington, VA 22203, USA
| | - Liam McLaughlin
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Darsh Singhania
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Kia M. Barclay
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- Neuroscience Graduate Program, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jin Yang
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Zhixin Sun
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Peter Bayguinov
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Guoqiang Yu
- Department of Automation, Tsinghua University, Beijing 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing 100084, China
| | - Harrison W. Gabel
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- These authors contributed equally
| | - Qingyun Li
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- Department of Genetics, Washington University School of Medicine in St. Louis, School of Medicine, St. Louis, MO 63110, USA
- These authors contributed equally
- Lead contact
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18
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De Riso G, Naef V, Damiani D, Doccini S, Santorelli FM, Galatolo D. Whole Blood DNA Methylation Analysis Reveals Epigenetic Changes Associated with ARSACS. CEREBELLUM (LONDON, ENGLAND) 2025; 24:36. [PMID: 39853590 DOI: 10.1007/s12311-025-01791-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/15/2025] [Indexed: 01/30/2025]
Abstract
Autosomal recessive spastic ataxia of Charlevoix-Saguenay (ARSACS) is a rare inherited condition described worldwide and characterized by a wide spectrum of heterogeneity in terms of genotype and phenotype. How sacsin loss leads to neurodegeneration is still unclear, and current knowledge indicates that sacsin is involved in multiple functional mechanisms. We hence hypothesized the existence of epigenetic factors, in particular alterations in methylation patterns, that could contribute to ARSACS pathogenesis and explain the pleiotropic effects of SACS further than pathogenic mutations. To investigate this issue, we recruited eight patients affected by ARSACS, four characterized by early onset of the disease and four with late onset. We performed Whole Genome Bisulfite Sequencing using DNA from peripheral blood to define the methylome of patients and compared them with a control group. Our analysis showed that patients with ARSACS exhibit an altered methylation pattern and that the observed differences exist also among affected individuals with different age of onset. Our study provides valuable insights for employing epigenetic biomarkers to assess the severity and progression of this disorder and propels further investigations into the role of epigenetic processes in ARSACS pathogenesis.
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Affiliation(s)
- Giulia De Riso
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
- A.O.U. Federico II, via Sergio Pansini 5, Naples, 80131, Italy
| | - Valentina Naef
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Devid Damiani
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Stefano Doccini
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Filippo M Santorelli
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy.
| | - Daniele Galatolo
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy.
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19
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Tóth DM, Szeri F, Ashaber M, Muazu M, Székvölgyi L, Arányi T. Tissue-specific roles of de novo DNA methyltransferases. Epigenetics Chromatin 2025; 18:5. [PMID: 39819598 PMCID: PMC11740433 DOI: 10.1186/s13072-024-00566-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 12/23/2024] [Indexed: 01/19/2025] Open
Abstract
DNA methylation, catalyzed by DNA methyltransferases (DNMT), plays pivotal role in regulating embryonic development, gene expression, adaption to environmental stress, and maintaining genome integrity. DNMT family consists of DNMT1, DNMT3A, DNMT3B, and the enzymatically inactive DNMT3L. DNMT3A and DNMT3B establish novel methylation patterns maintained by DNMT1 during replication. Genetic variants of DNMT3A and DNMT3B cause rare diseases such as Tatton-Brown-Rahman and ICF syndromes. Additionally, somatic mutations cause common conditions such as osteoarthritis, osteoporosis, clonal hematopoiesis of indeterminate potential (CHIP), hematologic malignancies, and cancer. While DNMTs have been extensively studied in vitro, in early development and in disease, their detailed physiologic roles remain less understood as in vivo investigations are hindered by the embryonic or perinatal lethality of the knockout mice. To circumvent this problem, tissue-specific Dnmt3a and Dnmt3b knockouts were engineered. This review explores their diverse molecular roles across various organs and cell types and characterizes the phenotype of the knockout mice. We provide a comprehensive collection of over forty tissue-specific knockout models generated by cre recombinase. We highlight the distinct functions of DNMT3A and DNMT3B in germ cells, early development, uterus, hematopoietic differentiation, musculoskeletal development, visceral organs, and nervous system. Our findings indicate that DNMT3A primarily regulates hematopoietic differentiation, while DNMT3B is crucial for cartilage homeostasis and ossification. We emphasize the context-dependent roles of DNMT3A and DNMT3B and demonstrate that they also complement DNMT1 maintenance methyltransferase activity. Overall, the expression patterns of DNMTs across tissues provide insights into potential therapeutic applications for treating neurologic diseases, cancer, and osteoporosis.
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Affiliation(s)
- Dániel Márton Tóth
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary.
| | - Flóra Szeri
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
| | - Mária Ashaber
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Muhyiddeen Muazu
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Lóránt Székvölgyi
- Department of Molecular and Nanopharmaceutics, Genome Architecture and Recombination Research Group, Faculty of Pharmacy, MTA-DE Momentum, University of Debrecen, Debrecen, Hungary.
| | - Tamás Arányi
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary.
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
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20
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Nichols RV, Rylaarsdam LE, O'Connell BL, Shipony Z, Iremadze N, Acharya SN, Adey AC. Atlas-scale single-cell DNA methylation profiling with sciMETv3. CELL GENOMICS 2025; 5:100726. [PMID: 39719707 PMCID: PMC11770211 DOI: 10.1016/j.xgen.2024.100726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 10/25/2024] [Accepted: 11/26/2024] [Indexed: 12/26/2024]
Abstract
Single-cell methods to assess DNA methylation have not achieved the same level of cell throughput per experiment compared to other modalities, with large-scale datasets requiring extensive automation, time, and other resources. Here, we describe sciMETv3, a combinatorial indexing-based technique that enables atlas-scale libraries to be produced in a single experiment. To reduce the sequencing burden, we demonstrate the compatibility of sciMETv3 with capture techniques to enrich regulatory regions, as well as the ability to leverage enzymatic conversion, which can yield higher library diversity. We showcase the throughput of sciMETv3 by producing a >140,000 cell library from human middle frontal gyrus split across four multiplexed individuals using both Illumina and Ultima sequencing instrumentation. Finally, we introduce sciMET+ATAC to enable high-throughput exploration of the interplay between chromatin accessibility and DNA methylation within the same cell.
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Affiliation(s)
- Ruth V Nichols
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Lauren E Rylaarsdam
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Brendan L O'Connell
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA; Cancer Early Detection Advanced Research Institute, Oregon Health & Science University, Portland, OR, USA
| | | | | | - Sonia N Acharya
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Andrew C Adey
- Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR, USA; Cancer Early Detection Advanced Research Institute, Oregon Health & Science University, Portland, OR, USA; Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
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21
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Yan T, Chen Y, Mortishire-Smith B, Simeone A, Hofer A, Balasubramanian S. Selective Photocatalytic C-H Oxidation of 5-Methylcytosine in DNA. Angew Chem Int Ed Engl 2025; 64:e202413593. [PMID: 39231378 DOI: 10.1002/anie.202413593] [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: 07/18/2024] [Revised: 08/26/2024] [Accepted: 09/03/2024] [Indexed: 09/06/2024]
Abstract
Selective C-H activation on complex biological macromolecules is a key goal in the field of organic chemistry. It requires thermodynamically challenging chemical transformations to be delivered under mild, aqueous conditions. 5-Methylcytosine (5mC) is a fundamentally important epigenetic modification in DNA that has major implications for biology and has emerged as a vital biomarker. Selective functionalisation of 5mC would enable new chemical approaches to tag, detect and map DNA methylation to enhance the study and exploitation of this epigenetic feature. We demonstrate the first example of direct and selective chemical oxidation of 5mC to 5-formylcytosine (5fC) in DNA, employing a photocatalytic system. This transformation was used to selectively tag 5mC. We also provide proof-of-concept for deploying this chemistry for single-base resolution sequencing of 5mC and genetic bases adenine (A), cytosine (C), guanine (G), thymine (T) in DNA on a next-generation sequencing system. This work exemplifies how photocatalysis has the potential to transform the analysis of DNA.
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Affiliation(s)
- Tao Yan
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - Yuqi Chen
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - Ben Mortishire-Smith
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - Angela Simeone
- Cancer Research, UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
| | - Alexandre Hofer
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - Shankar Balasubramanian
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
- Cancer Research, UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
- School of Clinical Medicine, University of Cambridge, Cambridge, CB2 0SP, UK
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22
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González Molina LA, Dolga AM, Rots MG, Sarno F. The Promise of Epigenetic Editing for Treating Brain Disorders. Subcell Biochem 2025; 108:111-190. [PMID: 39820862 DOI: 10.1007/978-3-031-75980-2_4] [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] [Indexed: 01/19/2025]
Abstract
Brain disorders, especially neurodegenerative diseases, affect millions of people worldwide. There is no causal treatment available; therefore, there is an unmet clinical need for finding therapeutic options for these diseases. Epigenetic research has resulted in identification of various genomic loci with differential disease-specific epigenetic modifications, mainly DNA methylation. These biomarkers, although not yet translated into clinically approved options, offer therapeutic targets as epigenetic modifications are reversible. Indeed, clinical trials are designed to inhibit epigenetic writers, erasers, or readers using epigenetic drugs to interfere with epigenetic dysregulation in brain disorders. However, since such drugs elicit genome-wide effects and potentially cause toxicity, the recent developments in the field of epigenetic editing are gaining widespread attention. In this review, we provide examples of epigenetic biomarkers and epi-drugs, while describing efforts in the field of epigenetic editing, to eventually make a difference for the currently incurable brain disorders.
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Affiliation(s)
- Luis A González Molina
- Epigenetic Editing, Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Molecular Pharmacology, Faculty of Science and Engineering, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Amalia M Dolga
- Department of Molecular Pharmacology, Faculty of Science and Engineering, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Marianne G Rots
- Epigenetic Editing, Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Federica Sarno
- Epigenetic Editing, Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
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23
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Sonn JY, Zoghbi HY. MeCP2 goes into unmethylated territories. Nat Neurosci 2025; 28:4-5. [PMID: 39690321 DOI: 10.1038/s41593-024-01846-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024]
Affiliation(s)
- Jun Young Sonn
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA
| | - Huda Y Zoghbi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
- Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA.
- Department of Neuroscience, Baylor College of Medicine, Houston, TX, USA.
- Department of Neurology, Baylor College of Medicine, Houston, TX, USA.
- Howard Hughes Medical Institute, Baylor College of Medicine, Houston, TX, USA.
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24
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Mishra GP, Sun EX, Chin T, Eckhardt M, Greenberg ME, Stroud H. Interaction of methyl-CpG-binding protein 2 (MeCP2) with distinct enhancers in the mouse cortex. Nat Neurosci 2025; 28:62-71. [PMID: 39578572 DOI: 10.1038/s41593-024-01808-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 09/25/2024] [Indexed: 11/24/2024]
Abstract
Mutations in methyl-CpG-binding protein 2 (MeCP2) cause Rett syndrome. MeCP2 is thought to regulate gene transcription by binding to methylated DNA broadly across the genome. Here, using cleavage under target and release under nuclease (CUT&RUN) assays in the adult mouse cortex, we show that MeCP2 strongly binds to specific gene enhancers that we call MeCP2-binding hotspots (MBHs). Unexpectedly, we find that MeCP2 binding to MBHs occurs in a DNA methylation-independent manner at MBHs. Multiple MBH sites surrounding genes mediate the transcriptional repression of genes enriched for neuronal functions. We show that MBHs regulate genes irrespective of genic methylation levels, suggesting that MeCP2 controls transcription via an intragenic methylation-independent mechanism. Hence, disruption of intragenic methylation-independent gene regulation by MeCP2 may in part underlie Rett syndrome.
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Affiliation(s)
- Gyan Prakash Mishra
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Eric X Sun
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Tiffany Chin
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Mandy Eckhardt
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Hume Stroud
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA.
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25
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Good KV, Kalani L, Vincent JB, Ausió J. Multifaceted roles of MeCP2 in cellular regulation and phase separation: implications for neurodevelopmental disorders, depression, and oxidative stress. Biochem Cell Biol 2025; 103:1-12. [PMID: 39761540 DOI: 10.1139/bcb-2024-0237] [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] [Indexed: 01/28/2025] Open
Abstract
Methyl CpG binding protein 2 (MeCP2) is a chromatin-associated protein that remains enigmatic despite more than 30 years of research, primarily due to the ever-growing list of its molecular functions, and, consequently, its related pathologies. Loss of function MECP2 mutations cause the neurodevelopmental disorder Rett syndrome (RTT); in addition, dysregulation of MeCP2 expression and/ or function are involved in numerous other pathologies, but the mechanisms of MeCP2 regulation are unclear. Advancing technologies and burgeoning mechanistic theories assist our understanding of the complexity of MeCP2 but may inadvertently cloud it if not rigorously tested. Here, rather than focus on RTT, we examine relatively underexplored aspects of MeCP2, such as its dosage homeostasis at the gene and protein levels, its controversial participation in phase separation, and its overlooked role in depression and oxidative stress. All these factors may be essential to understanding the full scope of MeCP2 function in healthy and diseased states, but are relatively infrequently studied and require further criticism. The aim of this review is to discuss the esoteric facets of MeCP2 at the molecular and pathological levels and to consider to what extent they may be necessary for general MeCP2 function.
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Affiliation(s)
- Katrina V Good
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada
- Molecular Neuropsychiatry & Development (MiND) Lab, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
| | - Ladan Kalani
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada
| | - John B Vincent
- Molecular Neuropsychiatry & Development (MiND) Lab, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Juan Ausió
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada
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26
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Smith ZD, Hetzel S, Meissner A. DNA methylation in mammalian development and disease. Nat Rev Genet 2025; 26:7-30. [PMID: 39134824 DOI: 10.1038/s41576-024-00760-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2024] [Indexed: 12/15/2024]
Abstract
The DNA methylation field has matured from a phase of discovery and genomic characterization to one seeking deeper functional understanding of how this modification contributes to development, ageing and disease. In particular, the past decade has seen many exciting mechanistic discoveries that have substantially expanded our appreciation for how this generic, evolutionarily ancient modification can be incorporated into robust epigenetic codes. Here, we summarize the current understanding of the distinct DNA methylation landscapes that emerge over the mammalian lifespan and discuss how they interact with other regulatory layers to support diverse genomic functions. We then review the rising interest in alternative patterns found during senescence and the somatic transition to cancer. Alongside advancements in single-cell and long-read sequencing technologies, the collective insights made across these fields offer new opportunities to connect the biochemical and genetic features of DNA methylation to cell physiology, developmental potential and phenotype.
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Affiliation(s)
- Zachary D Smith
- Department of Genetics, Yale Stem Cell Center, Yale School of Medicine, New Haven, CT, USA.
| | - Sara Hetzel
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Alexander Meissner
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany.
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27
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Jeong H, Mendizabal I, Yi SV. Human brain aging is associated with dysregulation of cell type epigenetic identity. GeroScience 2024:10.1007/s11357-024-01450-3. [PMID: 39730969 DOI: 10.1007/s11357-024-01450-3] [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: 09/17/2024] [Accepted: 11/18/2024] [Indexed: 12/29/2024] Open
Abstract
Significant links between aging and DNA methylation are emerging from recent studies. On the one hand, DNA methylation undergoes changes with age, a process termed as epigenetic drift. On the other hand, DNA methylation serves as a readily accessible and accurate biomarker for aging. A key missing piece of information, however, is the molecular mechanisms underlying these processes and how they are related, if any. Addressing the limitations of previous research due to the limited number of investigated CpGs and the heterogeneous nature of tissue samples, here, we have examined DNA methylation of over 20 million CpGs across a broad age span in neurons and non-neuronal cells, primarily oligodendrocytes. We show that aging is a primary predictor of DNA methylation variation, surpassing the influence of factors such as sex and schizophrenia diagnosis, among others. On the genome-wide scale, epigenetic drift manifests as significant yet subtle trends that are influenced by the methylation level of individual CpGs. We reveal that CpGs that are highly differentiated between cell types are especially prone to age-associated DNA methylation alterations, leading to the divergence of epigenetic cell type identities as individuals age. On the other hand, CpGs that are included in commonly used epigenetic clocks tend to be those sites that are not highly cell type differentiated. Therefore, dysregulation of epigenetic cell type identities and current DNA epigenetic clocks represent distinct features of age-associated DNA methylation alterations.
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Affiliation(s)
- Hyeonsoo Jeong
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Current Address: Altos Labs, San Diego, CA, USA
| | - Isabel Mendizabal
- Center for Cooperative Research in Biosciences (CIC bioGUNE), Basque Research and Technology Alliance (BRTA), Bizkaia Technology Park, Building 801A, 48160, Derio, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
- Translational Prostate Cancer Research Lab, CIC bioGUNE-Basurto, Biocruces Bizkaia Health Research Institute, Derio, Spain
| | - Soojin V Yi
- Department of Ecology, Evolution, and Marine Biology, Department of Molecular, Cellular, and Cell Biology, Neuroscience Research Institute, University of California, Santa Barbara, CA, 93106, USA.
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28
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Fujiwara K, Inoue T, Kimoto A, Zixian J, Tokuhiro K, Yasukochi Y, Akama TO, Cai CL, Shiojima I, Kimura H, Yoshimura SH, Nakamura T, Hirai M. Spatial organizations of heterochromatin underpin nuclear structural integrity of ventricular cardiomyocytes against mechanical stress. Cell Rep 2024; 43:115048. [PMID: 39656588 DOI: 10.1016/j.celrep.2024.115048] [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: 05/16/2024] [Revised: 10/05/2024] [Accepted: 11/19/2024] [Indexed: 12/17/2024] Open
Abstract
Cardiomyocyte (CM) nuclei are constantly exposed to mechanical stress, but how they maintain their nuclear shape remains unknown. In this study, we found that ventricular CM nuclei acquire characteristic prominent spatial organizations of heterochromatin (SOH), which are disrupted by high-level expression of H2B-mCherry in mice. SOH disruption was associated with nuclear softening, leading to extreme elongation and rupture under unidirectional mechanical stress. Loosened chromatin then leaks into the cytosol, causing severe inflammation and cardiac dysfunction. Although SOH disruption was accompanied by loosened higher-order genomic structures, the change in gene expression before nuclear deformation was mild, suggesting that SOH play major roles in nuclear structural integrity. Aged CM nuclei consistently exhibited scattered SOH and marked elongation. Furthermore, we provide mechanistic insight into the development and maintenance of SOH driven by chromatin compaction and condensate formation. These results highlight SOH as a safeguard of nuclear shape and genomic integrity against mechanical stress.
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Affiliation(s)
- Keita Fujiwara
- Department of Pharmacology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan; Department of Medicine II, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Tadashi Inoue
- Department of Pharmacology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Aya Kimoto
- School of Life Science and Technology, Institute of Science Tokyo, Yokohama 226-8501, Japan
| | - Jiang Zixian
- Laboratory of Plasma Membrane and Nuclear Signaling, Graduate School of Biostudies, Kyoto University, Kyoto 606-8501, Japan
| | - Keizo Tokuhiro
- Department of Genome Editing, Institute of Biological Sciences, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Yoshiki Yasukochi
- Department of Genome Analysis, Institute of Biological Sciences, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Tomoya O Akama
- Department of Pharmacology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Chen-Leng Cai
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangdong 510530, China
| | - Ichiro Shiojima
- Department of Medicine II, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Hiroshi Kimura
- School of Life Science and Technology, Institute of Science Tokyo, Yokohama 226-8501, Japan; Cell Biology Center, Institute of Integrated Research, Institute of Science Tokyo, Yokohama 226-8503, Japan
| | - Shige H Yoshimura
- Laboratory of Plasma Membrane and Nuclear Signaling, Graduate School of Biostudies, Kyoto University, Kyoto 606-8501, Japan
| | - Tomoyuki Nakamura
- Department of Pharmacology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Maretoshi Hirai
- Department of Pharmacology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan.
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29
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Bonev B, Castelo-Branco G, Chen F, Codeluppi S, Corces MR, Fan J, Heiman M, Harris K, Inoue F, Kellis M, Levine A, Lotfollahi M, Luo C, Maynard KR, Nitzan M, Ramani V, Satijia R, Schirmer L, Shen Y, Sun N, Green GS, Theis F, Wang X, Welch JD, Gokce O, Konopka G, Liddelow S, Macosko E, Ali Bayraktar O, Habib N, Nowakowski TJ. Opportunities and challenges of single-cell and spatially resolved genomics methods for neuroscience discovery. Nat Neurosci 2024; 27:2292-2309. [PMID: 39627587 PMCID: PMC11999325 DOI: 10.1038/s41593-024-01806-0] [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: 11/22/2023] [Accepted: 09/23/2024] [Indexed: 12/13/2024]
Abstract
Over the past decade, single-cell genomics technologies have allowed scalable profiling of cell-type-specific features, which has substantially increased our ability to study cellular diversity and transcriptional programs in heterogeneous tissues. Yet our understanding of mechanisms of gene regulation or the rules that govern interactions between cell types is still limited. The advent of new computational pipelines and technologies, such as single-cell epigenomics and spatially resolved transcriptomics, has created opportunities to explore two new axes of biological variation: cell-intrinsic regulation of cell states and expression programs and interactions between cells. Here, we summarize the most promising and robust technologies in these areas, discuss their strengths and limitations and discuss key computational approaches for analysis of these complex datasets. We highlight how data sharing and integration, documentation, visualization and benchmarking of results contribute to transparency, reproducibility, collaboration and democratization in neuroscience, and discuss needs and opportunities for future technology development and analysis.
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Affiliation(s)
- Boyan Bonev
- Helmholtz Pioneer Campus, Helmholtz Zentrum München, Neuherberg, Germany
- Physiological Genomics, Biomedical Center, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Gonçalo Castelo-Branco
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Fei Chen
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - M Ryan Corces
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Jean Fan
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Myriam Heiman
- Department of Brain and Cognitive Sciences, MIT, Cambridge, MA, USA
- The Picower Institute for Learning and Memory, MIT, Cambridge, MA, USA
| | - Kenneth Harris
- UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Fumitaka Inoue
- Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto, Japan
| | - Manolis Kellis
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ariel Levine
- Spinal Circuits and Plasticity Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Mo Lotfollahi
- Institute of Computational Biology, Helmholtz Center Munich - German Research Center for Environmental Health, Neuherberg, Germany
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Chongyuan Luo
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kristen R Maynard
- Lieber Institute for Brain Development, Baltimore, MD, USA
- Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Mor Nitzan
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
- Racah Institute of Physics, The Hebrew University of Jerusalem, Jerusalem, Israel
- Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Vijay Ramani
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA
- Bakar Computational Health Sciences Institute, San Francisco, CA, USA
| | - Rahul Satijia
- New York Genome Center, New York, NY, USA
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
| | - Lucas Schirmer
- Department of Neurology, Mannheim Center for Translational Neuroscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Yin Shen
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, San Francisco, CA, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Na Sun
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Gilad S Green
- The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Fabian Theis
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xiao Wang
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Joshua D Welch
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Ozgun Gokce
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
| | - Genevieve Konopka
- Department of Neuroscience, UT Southwestern Medical Center, Dallas, TX, USA.
- Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA.
| | - Shane Liddelow
- Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA.
- Department of Neuroscience & Physiology, NYU Grossman School of Medicine, New York, NY, USA.
- Parekh Center for Interdisciplinary Neurology, NYU Grossman School of Medicine, New York, NY, USA.
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA.
| | - Evan Macosko
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA.
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
| | | | - Naomi Habib
- The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel.
| | - Tomasz J Nowakowski
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA.
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA.
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA.
- The Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, USA.
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30
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Aldridge AI, West AE. Epigenetics and the timing of neuronal differentiation. Curr Opin Neurobiol 2024; 89:102915. [PMID: 39277975 PMCID: PMC11611672 DOI: 10.1016/j.conb.2024.102915] [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: 06/16/2024] [Revised: 08/19/2024] [Accepted: 08/21/2024] [Indexed: 09/17/2024]
Abstract
Epigenetic regulation of the genome is required for cell-type differentiation during organismal development and is especially important to generate the panoply of specialized cell types that comprise the brain. Here, we review how progressive changes in the chromatin landscape, both in neural progenitors and in postmitotic neurons, orchestrate the timing of gene expression programs that underlie first neurogenesis and then functional neuronal maturation. We discuss how disease-associated mutations in chromatin regulators can change brain composition by impairing the timing of neurogenesis. Further, we highlight studies that are beginning to show how chromatin modifications are integrated at the level of chromatin architecture to coordinate changing transcriptional programs across developmental including in postmitotic neurons.
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Affiliation(s)
- Andrew I Aldridge
- Duke University School of Medicine, Department of Neurobiology, Durham, NC 27710, USA
| | - Anne E West
- Duke University School of Medicine, Department of Neurobiology, Durham, NC 27710, USA.
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31
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Wapenaar H, Clifford G, Rolls W, Pasquier M, Burdett H, Zhang Y, Deák G, Zou J, Spanos C, Taylor MRD, Mills J, Watson JA, Kumar D, Clark R, Das A, Valsakumar D, Bramham J, Voigt P, Sproul D, Wilson MD. The N-terminal region of DNMT3A engages the nucleosome surface to aid chromatin recruitment. EMBO Rep 2024; 25:5743-5779. [PMID: 39528729 PMCID: PMC11624362 DOI: 10.1038/s44319-024-00306-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 10/18/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
DNA methyltransferase 3A (DNMT3A) plays a critical role in establishing and maintaining DNA methylation patterns in vertebrates. Here we structurally and biochemically explore the interaction of DNMT3A1 with diverse modified nucleosomes indicative of different chromatin environments. A cryo-EM structure of the full-length DNMT3A1-DNMT3L complex with a H2AK119ub nucleosome reveals that the DNMT3A1 ubiquitin-dependent recruitment (UDR) motif interacts specifically with H2AK119ub and makes extensive contacts with the core nucleosome histone surface. This interaction facilitates robust DNMT3A1 binding to nucleosomes, and previously unexplained DNMT3A disease-associated mutations disrupt this interface. Furthermore, the UDR-nucleosome interaction synergises with other DNMT3A chromatin reading elements in the absence of histone ubiquitylation. H2AK119ub does not stimulate DNMT3A DNA methylation activity, as observed for the previously described H3K36me2 mark, which may explain low levels of DNA methylation on H2AK119ub marked facultative heterochromatin. This study highlights the importance of multivalent binding of DNMT3A to histone modifications and the nucleosome surface and increases our understanding of how DNMT3A1 chromatin recruitment occurs.
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Affiliation(s)
- Hannah Wapenaar
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Gillian Clifford
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Willow Rolls
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Moira Pasquier
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Hayden Burdett
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Yujie Zhang
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Gauri Deák
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Juan Zou
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Christos Spanos
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Mark R D Taylor
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Jacquie Mills
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
- Cancer Research UK Scotland Institute, University of Glasgow, Bearsden, Glasgow, G61 1BD, UK
| | - James A Watson
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Dhananjay Kumar
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Richard Clark
- Edinburgh Clinical Research Facility, University of Edinburgh, Edinburgh, UK
| | - Alakta Das
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
| | - Devisree Valsakumar
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
- Epigenetics Programme, Babraham Institute, Cambridge, CB22 3AT, UK
| | - Janice Bramham
- Institute of Quantitative Biology, Biochemistry and Biotechnology, University of Edinburgh, Michael Swann Building, Edinburgh, EH9 3JR, UK
| | - Philipp Voigt
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK
- Epigenetics Programme, Babraham Institute, Cambridge, CB22 3AT, UK
| | - Duncan Sproul
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Marcus D Wilson
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JR, UK.
- Institute of Quantitative Biology, Biochemistry and Biotechnology, University of Edinburgh, Michael Swann Building, Edinburgh, EH9 3JR, UK.
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32
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Yin L, Xu X, Conacher B, Lin Y, Carrillo GL, Cun Y, Fox MA, Lu X, Xie H. Elevated EGR1 Binding at Enhancers in Excitatory Neurons Correlates with Neuronal Subtype-Specific Epigenetic Regulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.21.624733. [PMID: 39605670 PMCID: PMC11601525 DOI: 10.1101/2024.11.21.624733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Brain development and neuronal cell specification are accompanied with epigenetic changes to achieve diverse gene expression regulation. Interacting with cell-type specific epigenetic marks, transcription factors bind to different sets of cis-regulatory elements in different types of cells. Currently, it remains largely unclear how cell-type specific gene regulation is achieved for neurons. In this study, we generated epigenetic maps to perform comparative histone modification analysis between excitatory and inhibitory neurons. We found that neuronal cell-type specific histone modifications are enriched in super enhancer regions containing abundant EGR1 motifs. Further CUT&RUN data validated that more EGR1 binding sites can be detected in excitatory neurons and primarily located in enhancers. Integrative analysis revealed that EGR1 binding is strongly correlated with various epigenetic markers for open chromatin regions and associated with distinct gene pathways with neuronal subtype-specific functions. In inhibitory neurons, the majority of genomic regions hosting EGR1 binding sites become accessible at early embryonic stages. In contrast, the super enhancers in excitatory neurons hosting EGR1 binding sites gained their accessibility during postnatal stages. This study highlights the significance of transcription factor binding to enhancer regions, which may play a crucial role in establishing cell-type specific gene regulation in neurons.
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Affiliation(s)
- Liduo Yin
- Key Laboratory of Genetic Evolution & Animal Models, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China
- Yunnan Key Laboratory of Biodiversity Information, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China
- Epigenomics and Computational Biology Lab, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
| | - Xiguang Xu
- Epigenomics and Computational Biology Lab, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
| | - Benjamin Conacher
- Epigenomics and Computational Biology Lab, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
| | - Yu Lin
- Epigenomics and Computational Biology Lab, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
| | - Gabriela L. Carrillo
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, Virginia, 24016, USA
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, 24061, Virginia, USA
| | - Yupeng Cun
- Pediatric Research Institute, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders, Children’s Hospital of Chongqing Medical University, Chongqing 400014, China
| | - Michael A. Fox
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, Virginia, 24016, USA
- School of Neuroscience, College of Science, Virginia Tech, Blacksburg, Virginia, 24061, USA
- Department of Biological Sciences, College of Science, Virginia Tech, Blacksburg, Virginia, 24061, USA
- Department of Pediatrics, Virginia Tech Carilion School of Medicine, Roanoke, Virginia, 24016, USA
| | - Xuemei Lu
- Key Laboratory of Genetic Evolution & Animal Models, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China
- Yunnan Key Laboratory of Biodiversity Information, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hehuang Xie
- Epigenomics and Computational Biology Lab, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, 24061, Virginia, USA
- School of Neuroscience, College of Science, Virginia Tech, Blacksburg, Virginia, 24061, USA
- Genetics, Bioinformatics and Computational Biology program, Virginia Tech, Blacksburg, VA 24061, USA
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33
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Pellegrini C, Ravaioli F, De Fanti S, Pirazzini C, D’Silva C, Garagnani P, Franceschi C, Bonifazi F, Zinzani PL, Bonafè M, Guarino M, Lodi R, Cortelli P, Tonon C, Mitolo M, Sambati L, Morandi L, Bacalini MG. Detection of Brain-Derived Cell-Free DNA in Plasma. Diagnostics (Basel) 2024; 14:2541. [PMID: 39594207 PMCID: PMC11592591 DOI: 10.3390/diagnostics14222541] [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: 09/24/2024] [Revised: 11/02/2024] [Accepted: 11/05/2024] [Indexed: 11/28/2024] Open
Abstract
Background: Neuronal loss is a major pathological feature of neurodegenerative diseases. The analysis of plasma cell-free DNA (cfDNA) is an emerging approach to track cell death events in a minimally invasive way and from inaccessible areas of the body, such as the brain. Previous studies showed that DNA methylation (DNAm) profiles can be used to map the tissue of origin of cfDNA and to identify molecules released from the brain upon cell death. The aim of the present study is to contribute to this research field, presenting the development and validation of an assay for the detection of brain-derived cfDNA (bcfDNA). Methods: To identify CpG sites with brain-specific DNAm, we compared brain and non-brain tissues for their chromatin state profiles and genome-wide DNAm data, available in public datasets. The selected target genomic regions were experimentally validated by bisulfite sequencing on DNA extracted from 44 different autoptic tissues, including multiple brain regions. Sequencing data were analysed to identify brain-specific epihaplotypes. The developed assay was tested in plasma cfDNA from patients with immune effector cell-associated neurotoxicity syndrome (ICANS) following chimeric antigen receptor T (CAR-T) therapy. Results: We validated five genomic regions with brain-specific DNAm (four hypomethylated and one hypermethylated in the brain). DNAm analysis of the selected genomic regions in plasma samples from CAR-T patients revealed higher levels of bcfDNA in participants with ongoing neurotoxicity syndrome. Conclusions: We developed an assay for the analysis of bcfDNA in plasma. The assay is a promising tool for the early detection of neuronal loss in neurodegenerative diseases.
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Affiliation(s)
- Camilla Pellegrini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
| | - Francesco Ravaioli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
| | - Sara De Fanti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
| | - Chiara Pirazzini
- Department of Medical and Surgical Sciences—DIMEC, University of Bologna, 40126 Bologna, Italy; (C.P.); (P.G.); (P.L.Z.); (M.B.)
| | - Chiara D’Silva
- Department of Pharmacy and Biotechnology (FaBiT), University of Bologna, 40126 Bologna, Italy;
| | - Paolo Garagnani
- Department of Medical and Surgical Sciences—DIMEC, University of Bologna, 40126 Bologna, Italy; (C.P.); (P.G.); (P.L.Z.); (M.B.)
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Claudio Franceschi
- Laboratory of Systems Medicine of Healthy Aging, Institute of Biology and Biomedicine and Institute of Information Technology, Mathematics and Mechanics, Department of Applied Mathematics, Lobachevsky State University, 603950 Nizhny Novgorod, Russia;
| | - Francesca Bonifazi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Pier Luigi Zinzani
- Department of Medical and Surgical Sciences—DIMEC, University of Bologna, 40126 Bologna, Italy; (C.P.); (P.G.); (P.L.Z.); (M.B.)
- Istituto di Ematologia “Seràgnoli”, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Massimiliano Bonafè
- Department of Medical and Surgical Sciences—DIMEC, University of Bologna, 40126 Bologna, Italy; (C.P.); (P.G.); (P.L.Z.); (M.B.)
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Maria Guarino
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
| | - Raffaele Lodi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
| | - Pietro Cortelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
| | - Caterina Tonon
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
| | - Micaela Mitolo
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy;
| | - Luisa Sambati
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
| | - Luca Morandi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
| | - Maria Giulia Bacalini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, 40139 Bologna, Italy; (C.P.); (F.R.); (S.D.F.); (M.G.); (R.L.); (P.C.); (C.T.); (L.S.); (L.M.)
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34
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Kukla-Bartoszek M, Głombik K. Train and Reprogram Your Brain: Effects of Physical Exercise at Different Stages of Life on Brain Functions Saved in Epigenetic Modifications. Int J Mol Sci 2024; 25:12043. [PMID: 39596111 PMCID: PMC11593723 DOI: 10.3390/ijms252212043] [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: 10/14/2024] [Revised: 11/05/2024] [Accepted: 11/07/2024] [Indexed: 11/28/2024] Open
Abstract
Multiple studies have demonstrated the significant effects of physical exercise on brain plasticity, the enhancement of memory and cognition, and mood improvement. Although the beneficial impact of exercise on brain functions and mental health is well established, the exact mechanisms underlying this phenomenon are currently under thorough investigation. Several hypotheses have emerged suggesting various possible mechanisms, including the effects of hormones, neurotrophins, neurotransmitters, and more recently also other compounds such as lactate or irisin, which are released under the exercise circumstances and act both locally or/and on distant tissues, triggering systemic body reactions. Nevertheless, none of these actually explain the long-lasting effect of exercise, which can persist for years or even be passed on to subsequent generations. It is believed that these long-lasting effects are mediated through epigenetic modifications, influencing the expression of particular genes and the translation and modification of specific proteins. This review explores the impact of regular physical exercise on brain function and brain plasticity and the associated occurrence of epigenetic modifications. It examines how these changes contribute to the prevention and treatment of neuropsychiatric and neurological disorders, as well as their influence on the natural aging process and mental health.
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Affiliation(s)
| | - Katarzyna Głombik
- Laboratory of Immunoendocrinology, Department of Experimental Neuroendocrinology, Maj Institute of Pharmacology, Polish Academy of Sciences, Smętna 12, 31-343 Kraków, Poland;
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35
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Nagai M, Porter RS, Miyasato M, Wang A, Gavilan CM, Hughes ED, Wu MC, Saunders TL, Iwase S. Neuronal splicing of the unmethylated histone H3K4 reader, PHF21A, prevents excessive synaptogenesis. J Biol Chem 2024; 300:107881. [PMID: 39395799 PMCID: PMC11605454 DOI: 10.1016/j.jbc.2024.107881] [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: 01/17/2024] [Revised: 08/25/2024] [Accepted: 09/16/2024] [Indexed: 10/14/2024] Open
Abstract
PHF21A is a histone-binding protein that recognizes unmethylated histone H3K4, the reaction product of LSD1 histone demethylase. PHF21A and LSD1 form a complex, and both undergo neuron-specific microexon splicing. The PHF21A neuronal microexon interferes with nucleosome binding, whereas the LSD1 neuronal microexon weakens H3K4 demethylation activity and can alter the substrate specificity to H3K9 or H4K20. However, the temporal expression patterns of PHF21A and LSD1 splicing isoforms during brain development and their biological roles remain unknown. In this work, we report that neuronal PHF21A isoform expression precedes neuronal LSD1 expression during human neuron differentiation and mouse brain development. The asynchronous splicing events resulted in stepwise deactivation of the LSD1-PHF21A complex in reversing H3K4 methylation. An unbiased proteomics survey revealed that the enzymatically inactive LSD1-PHF21A complex interacts with neuron-specific binding partners, including MYT1-family transcription factors and post-transcriptional mRNA processing proteins such as VIRMA. The interaction with the neuron-specific components, however, did not require the PHF21A microexon, indicating that the neuronal proteomic milieu, rather than the microexon-encoded PHF21A segment, is responsible for neuron-specific complex formation. Finally, by using two Phf21a mutant mouse models, we found that Phf21a neuronal splicing prevents excess synapse formation that otherwise would occur when canonical PHF21A is expressed in neurons. These results suggest that the role of the PHF21A microexon is to dampen LSD1-mediated H3K4 demethylation, thereby containing aberrant synaptogenesis.
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Affiliation(s)
- Masayoshi Nagai
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, USA
| | - Robert S Porter
- Genetics & Genomics Graduate Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Maxwell Miyasato
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Aijia Wang
- University of Michigan College of Literature, Science, and the Arts, Ann Arbor, Michigan, USA
| | - Cecilia M Gavilan
- Genetics & Genomics Graduate Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Elizabeth D Hughes
- Transgenic Animal Model Core, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Thomas L Saunders
- Transgenic Animal Model Core, University of Michigan, Ann Arbor, Michigan, USA; Division of Genetic Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Shigeki Iwase
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, USA; Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan, USA; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, Michigan, USA.
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36
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Chen X. Reimagining Cortical Connectivity by Deconstructing Its Molecular Logic into Building Blocks. Cold Spring Harb Perspect Biol 2024; 16:a041509. [PMID: 38621822 PMCID: PMC11529856 DOI: 10.1101/cshperspect.a041509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
Comprehensive maps of neuronal connectivity provide a foundation for understanding the structure of neural circuits. In a circuit, neurons are diverse in morphology, electrophysiology, gene expression, activity, and other neuronal properties. Thus, constructing a comprehensive connectivity map requires associating various properties of neurons, including their connectivity, at cellular resolution. A commonly used approach is to use the gene expression profiles as an anchor to which all other neuronal properties are associated. Recent advances in genomics and anatomical techniques dramatically improved the ability to determine and associate the long-range projections of neurons with their gene expression profiles. These studies revealed unprecedented details of the gene-projection relationship, but also highlighted conceptual challenges in understanding this relationship. In this article, I delve into the findings and the challenges revealed by recent studies using state-of-the-art neuroanatomical and transcriptomic techniques. Building upon these insights, I propose an approach that focuses on understanding the gene-projection relationship through basic features in gene expression profiles and projections, respectively, that associate with underlying cellular processes. I then discuss how the developmental trajectories of projections and gene expression profiles create additional challenges and necessitate interrogating the gene-projection relationship across time. Finally, I explore complementary strategies that, together, can provide a comprehensive view of the gene-projection relationship.
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Affiliation(s)
- Xiaoyin Chen
- Allen Institute for Brain Science, Seattle, Washington 98109, USA
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37
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Heffel MG, Zhou J, Zhang Y, Lee DS, Hou K, Pastor-Alonso O, Abuhanna KD, Galasso J, Kern C, Tai CY, Garcia-Padilla C, Nafisi M, Zhou Y, Schmitt AD, Li T, Haeussler M, Wick B, Zhang MJ, Xie F, Ziffra RS, Mukamel EA, Eskin E, Nowakowski TJ, Dixon JR, Pasaniuc B, Ecker JR, Zhu Q, Bintu B, Paredes MF, Luo C. Temporally distinct 3D multi-omic dynamics in the developing human brain. Nature 2024; 635:481-489. [PMID: 39385032 PMCID: PMC11560841 DOI: 10.1038/s41586-024-08030-7] [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: 10/24/2022] [Accepted: 09/06/2024] [Indexed: 10/11/2024]
Abstract
The human hippocampus and prefrontal cortex play critical roles in learning and cognition1,2, yet the dynamic molecular characteristics of their development remain enigmatic. Here we investigated the epigenomic and three-dimensional chromatin conformational reorganization during the development of the hippocampus and prefrontal cortex, using more than 53,000 joint single-nucleus profiles of chromatin conformation and DNA methylation generated by single-nucleus methyl-3C sequencing (snm3C-seq3)3. The remodelling of DNA methylation is temporally separated from chromatin conformation dynamics. Using single-cell profiling and multimodal single-molecule imaging approaches, we have found that short-range chromatin interactions are enriched in neurons, whereas long-range interactions are enriched in glial cells and non-brain tissues. We reconstructed the regulatory programs of cell-type development and differentiation, finding putatively causal common variants for schizophrenia strongly overlapping with chromatin loop-connected, cell-type-specific regulatory regions. Our data provide multimodal resources for studying gene regulatory dynamics in brain development and demonstrate that single-cell three-dimensional multi-omics is a powerful approach for dissecting neuropsychiatric risk loci.
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Affiliation(s)
- Matthew G Heffel
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jingtian Zhou
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
- Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA
- Arc Institute, Palo Alto, CA, USA
| | - Yi Zhang
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Dong-Sung Lee
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea
- Genomic Medicine Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Kangcheng Hou
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Oier Pastor-Alonso
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Kevin D Abuhanna
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Joseph Galasso
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Colin Kern
- Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Chu-Yi Tai
- Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Carlos Garcia-Padilla
- Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Mahsa Nafisi
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Yi Zhou
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | | | - Terence Li
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Brittney Wick
- Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Martin Jinye Zhang
- Ray and Stephanie Lane Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Fangming Xie
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Cognitive Science, University of California, San Diego, La Jolla, CA, USA
| | - Ryan S Ziffra
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
- Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, USA
| | - Eran A Mukamel
- Department of Cognitive Science, University of California, San Diego, La Jolla, CA, USA
| | - Eleazar Eskin
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Tomasz J Nowakowski
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
- Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, USA
| | - Jesse R Dixon
- Gene Expression Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Bogdan Pasaniuc
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Joseph R Ecker
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
- Howard Hughes Medical Institute, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Quan Zhu
- Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Bogdan Bintu
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Mercedes F Paredes
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
- Neuroscience Graduate Program, University of California, San Francisco, San Francisco, CA, USA.
- Developmental Stem Cell Biology, University of California, San Francisco, San Francisco, CA, USA.
| | - Chongyuan Luo
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA.
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Rolls W, Wilson MD, Sproul D. Using human disease mutations to understand de novo DNA methyltransferase function. Biochem Soc Trans 2024; 52:2059-2075. [PMID: 39446312 PMCID: PMC11555716 DOI: 10.1042/bst20231017] [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: 07/30/2024] [Revised: 10/04/2024] [Accepted: 10/07/2024] [Indexed: 11/01/2024]
Abstract
DNA methylation is a repressive epigenetic mark that is pervasive in mammalian genomes. It is deposited by DNA methyltransferase enzymes (DNMTs) that are canonically classified as having de novo (DNMT3A and DNMT3B) or maintenance (DNMT1) function. Mutations in DNMT3A and DNMT3B cause rare Mendelian diseases in humans and are cancer drivers. Mammalian DNMT3 methyltransferase activity is regulated by the non-catalytic region of the proteins which contain multiple chromatin reading domains responsible for DNMT3A and DNMT3B recruitment to the genome. Characterising disease-causing missense mutations has been central in dissecting the function and regulation of DNMT3A and DNMT3B. These observations have also motivated biochemical studies that provide the molecular details as to how human DNMT3A and DNMT3B mutations drive disorders. Here, we review progress in this area highlighting recent work that has begun dissecting the function of the disordered N-terminal regions of DNMT3A and DNMT3B. These studies have elucidated that the N-terminal regions of both proteins mediate novel chromatin recruitment pathways that are central in our understanding of human disease mechanisms. We also discuss how disease mutations affect DNMT3A and DNMT3B oligomerisation, a process that is poorly understood in the context of whole proteins in cells. This dissection of de novo DNMT function using disease-causing mutations provides a paradigm of how genetics and biochemistry can synergise to drive our understanding of the mechanisms through which chromatin misregulation causes human disease.
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Affiliation(s)
- Willow Rolls
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, U.K
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, U.K
| | - Marcus D. Wilson
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, U.K
| | - Duncan Sproul
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, U.K
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, U.K
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Zhang X, Blumenthal R, Cheng X. DNA-binding proteins from MBD through ZF to BEN: recognition of cytosine methylation status by one arginine with two conformations. Nucleic Acids Res 2024; 52:11442-11454. [PMID: 39329271 PMCID: PMC11514455 DOI: 10.1093/nar/gkae832] [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: 06/19/2024] [Revised: 08/17/2024] [Accepted: 09/11/2024] [Indexed: 09/28/2024] Open
Abstract
Maintenance methylation, of palindromic CpG dinucleotides at DNA replication forks, is crucial for the faithful mitotic inheritance of genomic 5-methylcytosine (5mC) methylation patterns. MBD proteins use two arginine residues to recognize symmetrically-positioned methyl groups in fully-methylated 5mCpG/5mCpG and 5mCpA/TpG dinucleotides. In contrast, C2H2 zinc finger (ZF) proteins recognize CpG and CpA, whether methylated or not, within longer specific sequences in a site- and strand-specific manner. Unmethylated CpG sites, often within CpG island (CGI) promoters, need protection by protein factors to maintain their hypomethylated status. Members of the BEN domain proteins bind CGCG or CACG elements within CGIs to regulate gene expression. Despite their overall structural diversity, MBD, ZF and BEN proteins all use arginine residues to recognize guanine, adopting either a 'straight-on' or 'oblique' conformation. The straight-on conformation accommodates a methyl group in the (5mC/T)pG dinucleotide, while the oblique conformation can clash with the methyl group of 5mC, leading to preferential binding of unmethylated sequences.
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Affiliation(s)
- Xing Zhang
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert M Blumenthal
- Department of Medical Microbiology and Immunology, and Program in Bioinformatics, The University of Toledo College of Medicine and Life Sciences, Toledo, OH 43614, USA
| | - Xiaodong Cheng
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Kamei N, Day K, Guo W, Haus DL, Nguyen HX, Scarfone VM, Booher K, Jia XY, Cummings BJ, Anderson AJ. Injured inflammatory environment overrides the TET2 shaped epigenetic landscape of pluripotent stem cell derived human neural stem cells. Sci Rep 2024; 14:25186. [PMID: 39448736 PMCID: PMC11502794 DOI: 10.1038/s41598-024-75689-3] [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: 04/19/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024] Open
Abstract
Spinal cord injury creates an inflammatory microenvironment that regulates the capacity of transplanted human Neural Stem Cells (hNSC) to migrate, differentiate, and repair injury. Despite similarities in gene expression and markers detected by immunostaining, hNSC populations exhibit heterogeneous therapeutic potential. This heterogeneity derives in part from the epigenetic landscape in the hNSC genome, specifically methylation (5mC) and hydroxymethylation (5hmC) state, which may affect the response of transplanted hNSC in the injury microenvironment and thereby modulate repair capacity. We demonstrate a significant up-regulation of methylcytosine dioxygenase 2 gene (TET2) expression in undifferentiated hNSC derived from human embryonic stem cells (hES-NSC), and report that this is associated with hES-NSC competence for differentiation marker expression. TET2 protein catalyzes active demethylation and TET2 upregulation could be a signature of pluripotent exit, while shaping the epigenetic landscape in hES-NSC. We determine that the inflammatory environment overrides epigenetic programming in vitro and in vivo by directly modulating TET2 expression levels in hES-NSC to change cell fate. We also report the effect of cell fate and microenvironment on differential methylation 5mC/5hmC balance. Understanding how the activity of epigenetic modifiers changes within the transplantation niche in vivo is crucial for assessment of hES-NSC behavior for potential clinical applications.
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Affiliation(s)
- Noriko Kamei
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA.
- Anatomy and Neurobiology, University of California, Irvine, Irvine, CA, 92697-4475, USA.
| | - Kenneth Day
- Zymo Research Corp, 17062 Murphy Ave, Irvine, CA, 92614, USA
- Vidium Animal Health, 7201 E Henkel Way Suite210, Scottsdale, AZ, 85255, USA
| | - Wei Guo
- Zymo Research Corp, 17062 Murphy Ave, Irvine, CA, 92614, USA
| | - Daniel L Haus
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA
| | - Hal X Nguyen
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA
| | - Vanessa M Scarfone
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA
| | - Keith Booher
- Zymo Research Corp, 17062 Murphy Ave, Irvine, CA, 92614, USA
| | - Xi-Yu Jia
- Zymo Research Corp, 17062 Murphy Ave, Irvine, CA, 92614, USA
| | - Brian J Cummings
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA.
| | - Aileen J Anderson
- Sue & Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA, 92697-1705, USA.
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Walayat A, Hosseini M, Nepal C, Li Y, Chen W, Chen Z, Huang X, Shao XM, Zhang L, Wang C, Xiao D. Maternal e-cigarette exposure alters DNA methylome, site-specific CpG and CH methylation, and transcriptomic signatures in the neonatal brain. Sci Rep 2024; 14:24263. [PMID: 39414906 PMCID: PMC11484909 DOI: 10.1038/s41598-024-75986-x] [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: 03/25/2024] [Accepted: 10/09/2024] [Indexed: 10/18/2024] Open
Abstract
Maternal use of e-cigarette (e-cig) aerosols poses significant risks to fetal brain development, potentially increasing susceptibility to neurodevelopmental disorders in later life. However, the underlying mechanisms remain incompletely understood. This study aimed to understand the effects of fetal e-cig exposure on DNA methylome and transcriptomic changes in the neonatal brain. Pregnant rats were exposed to e-cig aerosols, and neonatal brains (5 males and 5 females/group) from both control and e-cig-exposed groups were used for experimental analysis. Results indicated that prenatal e-cig exposure altered site-specific DNA methylation patterns at both CpG and CH (non-CpG) sites, predominantly in intergenic and intronic regions, with sex dimorphism in methylation and gene expression changes. Gene ontology analysis revealed that e-cig exposure not only affected neuron projection development and axonogenesis but also altered pathways related to neurodegeneration and long-term depression. These findings provide novel insights into the dynamic changes of CpG and CH methylation induced by e-cig exposure, underscoring the susceptibility of the developing brain to maternal e-cig exposure and its potential implications for developmental disorders and neurodegenerative diseases later in life.
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Affiliation(s)
- Andrew Walayat
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Maryam Hosseini
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
- Center for Genomics Research, Division of Biochemistry, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Chirag Nepal
- Center for Genomics Research, Division of Biochemistry, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Yong Li
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Wanqiu Chen
- Center for Genomics Research, Division of Biochemistry, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Zhong Chen
- Center for Genomics Research, Division of Biochemistry, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Xiaohui Huang
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Xuesi M Shao
- Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA, USA
| | - Lubo Zhang
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA
| | - Charles Wang
- Center for Genomics Research, Division of Biochemistry, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA.
| | - Daliao Xiao
- Lawrence D. Longo, MD Center for Perinatal Biology, Division of Pharmacology, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA, 92350, USA.
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Royle JW, Hurwood D, Sadowski P, Dudley KJ. Non-CG DNA methylation marks the transition from pupa to adult in Helicoverpa armigera. INSECT MOLECULAR BIOLOGY 2024; 33:493-502. [PMID: 38668923 DOI: 10.1111/imb.12917] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 04/10/2024] [Indexed: 08/20/2024]
Abstract
DNA methylation in insects is generally low in abundance, and its role is not well understood. It is often localised in protein coding regions and associated with the expression of 'housekeeping' genes. Few studies have explored DNA methylation dynamics during lifecycle stage transitions in holometabolous (metamorphosing) insects. Using targeted mass spectrometry, we have found a significant difference in global DNA methylation levels between larvae, pupae and adults of Helicoverpa armigera (Lepidoptera: Noctuidae) Hübner, a polyphagous pest of agricultural importance. Whole-genome bisulfite sequencing confirmed these observations and pointed to non-CG context being the primary explanation for the difference observed between pupa and adult. Non-CG methylation was enriched in genes specific to various signalling pathways (Hippo signalling, Hedgehog signalling and mitogen-activated protein kinase (MAPK) signalling) and ATP-dependent chromatin remodelling. Understanding the function of this epigenetic mark could be a target in future studies focusing on integrated pest management.
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Affiliation(s)
- Jack W Royle
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - David Hurwood
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Pawel Sadowski
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Central Analytical Research Facility, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Kevin J Dudley
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Central Analytical Research Facility, Queensland University of Technology, Brisbane, Queensland, Australia
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Newman T, Bond DM, Ishihara T, Rizzoli P, Gouil Q, Hore TA, Shaw G, Renfree MB. PRKACB is a novel imprinted gene in marsupials. Epigenetics Chromatin 2024; 17:29. [PMID: 39342354 PMCID: PMC11438212 DOI: 10.1186/s13072-024-00552-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 08/22/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Genomic imprinting results in parent-of-origin-specific gene expression and, among vertebrates, is found only in therian mammals: marsupials and eutherians. A differentially methylated region (DMR), in which the methylation status of CpG dinucleotides differs between the two alleles, can mark the parental identity of imprinted genes. We developed a computational pipeline that detected CpG islands (CGIs) marked by both methylated and unmethylated signals in whole genome bisulfite sequencing data. This approach identified candidate marsupial DMRs in a publicly available koala methylome. One of these candidate DMRs was associated with PRKACB, a gene encoding the protein kinase A catalytic subunit beta. Nothing is known about the imprinting status of PRKACB in eutherian mammals although mutations of this gene are associated with endocrine neoplasia and other developmental disorders. RESULTS In the tammar wallaby and brushtail possum there was parent-of-origin-specific DNA methylation in the PRKACB DMR in which the maternal allele was methylated and the paternal allele was unmethylated. There were multiple RNAs transcribed from this locus. Allele-specific expression analysis identified paternal expression of a PRKACB lncRNA and an mRNA isoform. Comparison of the PRKACB gene start site between marsupials and eutherians demonstrated that the CGI is longer in marsupials. The PRKACB gene product functions in the same signalling pathway as the guanine nucleotide-binding protein alpha subunit encoded at the GNAS locus, a known eutherian imprinted gene. In a mouse methylome Gnas had three differentially methylated CGIs, while in the koala methylome the GNAS locus had two unmethylated CGIs. CONCLUSIONS We conclude that PRKACB is a novel, DMR-associated marsupial imprinted gene. Imprinting of PRKACB in marsupials and GNAS in eutherians may indicate a conserved selection pressure for imprinting of the protein kinase A signalling pathway in therians with the two lineages adapting by imprinting different genes.
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Affiliation(s)
- Trent Newman
- School of BioSciences, The University of Melbourne, Melbourne, VIC, 3010, Australia
| | - Donna M Bond
- Department of Anatomy, University of Otago, Dunedin, New Zealand
| | - Teruhito Ishihara
- School of BioSciences, The University of Melbourne, Melbourne, VIC, 3010, Australia
- Epigenetics Programme, Babraham Institute, Cambridge, CB22 3AT, UK
| | - Phoebe Rizzoli
- School of BioSciences, The University of Melbourne, Melbourne, VIC, 3010, Australia
| | - Quentin Gouil
- Epigenetics and Development Division, Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, 3010, Australia
| | - Timothy A Hore
- Department of Anatomy, University of Otago, Dunedin, New Zealand
| | - Geoff Shaw
- School of BioSciences, The University of Melbourne, Melbourne, VIC, 3010, Australia
| | - Marilyn B Renfree
- School of BioSciences, The University of Melbourne, Melbourne, VIC, 3010, Australia.
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Liu SX, Harris AC, Gewirtz JC. How life events may confer vulnerability to addiction: the role of epigenetics. Front Mol Neurosci 2024; 17:1462769. [PMID: 39359689 PMCID: PMC11446245 DOI: 10.3389/fnmol.2024.1462769] [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: 07/10/2024] [Accepted: 09/02/2024] [Indexed: 10/04/2024] Open
Abstract
Substance use disorder (SUD) represents a large and growing global health problem. Despite the strong addictive potency of drugs of abuse, only a minority of those exposed develop SUDs. While certain life experiences (e.g., childhood trauma) may increase subsequent vulnerability to SUDs, mechanisms underlying these effects are not yet well understood. Given the chronic and relapsing nature of SUDs, and the length of time that can elapse between prior life events and subsequent drug exposure, changes in SUD vulnerability almost certainly involve long-term epigenetic dysregulation. To validate this idea, functional effects of specific epigenetic modifications in brain regions mediating reinforcement learning (e.g., nucleus accumbens, prefrontal cortex) have been investigated in a variety of animal models of SUDs. In addition, the effects of epigenetic modifications produced by prior life experiences on subsequent SUD vulnerability have been studied, but mostly in a correlational manner. Here, we review how epigenetic mechanisms impact SUD-related behavior in animal models and summarize our understanding of the relationships among life experiences, epigenetic regulation, and future vulnerability to SUDs. Despite variations in study design, epigenetic modifications that most consistently affect SUD-related behavior are those that produce predominantly unidirectional effects on gene regulation, such as DNA methylation and histone phosphorylation. Evidence explicitly linking environmentally induced epigenetic modifications to subsequent SUD-related behavior is surprisingly sparse. We conclude by offering several directions for future research to begin to address this critical research gap.
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Affiliation(s)
- Shirelle X Liu
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | - Andrew C Harris
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
- Department of Medicine, University of Minnesota, Minneapolis, MN, United States
- Hennepin Healthcare Research Institute, Minneapolis, MN, United States
| | - Jonathan C Gewirtz
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
- Department of Psychology, Arizona State University, Tempe, AZ, United States
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45
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Davletgildeeva AT, Kuznetsov NA. The Role of DNMT Methyltransferases and TET Dioxygenases in the Maintenance of the DNA Methylation Level. Biomolecules 2024; 14:1117. [PMID: 39334883 PMCID: PMC11430729 DOI: 10.3390/biom14091117] [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: 07/24/2024] [Revised: 08/26/2024] [Accepted: 08/31/2024] [Indexed: 09/30/2024] Open
Abstract
This review deals with the functional characteristics and biological roles of enzymes participating in DNA methylation and demethylation as key factors in epigenetic regulation of gene expression. The set of enzymes that carry out such processes in human cells is limited to representatives of two families, namely DNMT (DNA methyltransferases) and TET (DNA dioxygenases). The review presents detailed information known today about each functionally important member of these families and describes the catalytic activity and roles in the mammalian body while also providing examples of dysregulation of the expression and/or activity of these enzymes in conjunction with the development of some human disorders, including cancers, neurodegenerative diseases, and developmental pathologies. By combining the up-to-date information on the dysfunction of various enzymes that control the DNA "methylome" in the human body, we hope not only to draw attention to the importance of the maintenance of a required DNA methylation level (ensuring epigenetic regulation of gene expression and normal functioning of the entire body) but also to help identify new targets for directed control over the activity of the enzymes that implement the balance between processes of DNA methylation and demethylation.
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Affiliation(s)
- Anastasiia T Davletgildeeva
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of Russian Academy of Sciences, 630090 Novosibirsk, Russia
| | - Nikita A Kuznetsov
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of Russian Academy of Sciences, 630090 Novosibirsk, Russia
- Department of Natural Sciences, Novosibirsk State University, 630090 Novosibirsk, Russia
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Rylaarsdam LE, Nichols RV, O'Connell BL, Coleman S, Yardımcı GG, Adey AC. Single-cell DNA methylation analysis tool Amethyst reveals distinct noncanonical methylation patterns in human glial cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.13.607670. [PMID: 39211069 PMCID: PMC11360991 DOI: 10.1101/2024.08.13.607670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Single-cell sequencing technologies have revolutionized biomedical research by enabling deconvolution of cell type-specific properties in highly heterogeneous tissue. While robust tools have been developed to handle bioinformatic challenges posed by single-cell RNA and ATAC data, options for emergent modalities such as methylation are much more limited, impeding the utility of results. Here we present Amethyst, a comprehensive R package for atlas-scale single-cell methylation sequencing data analysis. Amethyst begins with base-level methylation calls and expedites batch integration, doublet detection, dimensionality reduction, clustering, cell type annotation, differentially methylated region calling, and interpretation of results, facilitating rapid data interaction in a local environment. We introduce the workflow using published single-cell methylation human peripheral blood mononuclear cell (PBMC) and human cortex data. We further leverage Amethyst on an atlas-scale brain dataset to describe a noncanonical methylation pattern in human astrocytes and oligodendrocytes, challenging the notion that this form of methylation is principally relevant to neurons in the brain. Tools such as Amethyst will increase accessibility to single-cell methylation data analysis, catalyzing research progress across diverse contexts.
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Arshavsky YI. Autoimmune hypothesis of Alzheimer's disease: unanswered question. J Neurophysiol 2024; 132:929-942. [PMID: 39163023 DOI: 10.1152/jn.00259.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 08/21/2024] Open
Abstract
Alzheimer's disease (AD) was described more than a century ago. However, there are still no effective approaches to its treatment, which may suggest that the search for the cure is not being conducted in the most productive direction. AD begins as selective impairments of declarative memory with no deficits in other cognitive functions. Therefore, understanding of the AD pathogenesis has to include the understanding of this selectivity. Currently, the main efforts aimed at prevention and treatment of AD are based on the dominating hypothesis for the AD pathogenesis: the amyloid hypothesis. But this hypothesis does not explain selective memory impairments since β-amyloid accumulates extracellularly and should be toxic to all types of cerebral neurons, not only to "memory engram neurons." To explain selective memory impairment, I propose the autoimmune hypothesis of AD, based on the analysis of risk factors for AD and molecular mechanisms of memory formation. Memory formation is associated with epigenetic modifications of chromatin in memory engram neurons and, therefore, might be accompanied by the expression of memory-specific proteins recognized by the adaptive immune system as "non-self" antigens. Normally, the brain is protected by the blood-brain barrier (BBB). All risk factors for AD provoke BBB disruptions, possibly leading to an autoimmune reaction against memory engram neurons. This reaction would make them selectively sensitive to tauopathy. If this hypothesis is confirmed, the strategies for AD prevention and treatment would be radically changed.
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Affiliation(s)
- Yuri I Arshavsky
- BioCircuits Institute, University of California, San Diego, La Jolla, California, United States
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Pastwińska J, Karwaciak I, Karaś K, Sałkowska A, Chałaśkiewicz K, Strapagiel D, Sobalska-Kwapis M, Dastych J, Ratajewski M. α-Hemolysin from Staphylococcus aureus Changes the Epigenetic Landscape of Th17 Cells. Immunohorizons 2024; 8:606-621. [PMID: 39240270 PMCID: PMC11447695 DOI: 10.4049/immunohorizons.2400061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 08/06/2024] [Indexed: 09/07/2024] Open
Abstract
The human body harbors a substantial population of bacteria, which may outnumber host cells. Thus, there are multiple interactions between both cell types. Given the common presence of Staphylococcus aureus in the human body and the role of Th17 cells in controlling this pathogen on mucous membranes, we sought to investigate the effect of α-hemolysin, which is produced by this bacterium, on differentiating Th17 cells. RNA sequencing analysis revealed that α-hemolysin influences the expression of signature genes for Th17 cells as well as genes involved in epigenetic regulation. We observed alterations in various histone marks and genome methylation levels via whole-genome bisulfite sequencing. Our findings underscore how bacterial proteins can significantly influence the transcriptome, epigenome, and phenotype of human Th17 cells, highlighting the intricate and complex nature of the interaction between immune cells and the microbiota.
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Affiliation(s)
- Joanna Pastwińska
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Iwona Karwaciak
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Kaja Karaś
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Anna Sałkowska
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Katarzyna Chałaśkiewicz
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Dominik Strapagiel
- Biobank Lab, Department of Oncobiology and Epigenetics, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Marta Sobalska-Kwapis
- Biobank Lab, Department of Oncobiology and Epigenetics, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Jarosław Dastych
- Laboratory of Cellular Immunology, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Marcin Ratajewski
- Laboratory of Epigenetics, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
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Sánchez-Ramírez E, Ung TPL, Stringari C, Aguilar-Arnal L. Emerging Functional Connections Between Metabolism and Epigenetic Remodeling in Neural Differentiation. Mol Neurobiol 2024; 61:6688-6707. [PMID: 38340204 PMCID: PMC11339152 DOI: 10.1007/s12035-024-04006-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 01/30/2024] [Indexed: 02/12/2024]
Abstract
Stem cells possess extraordinary capacities for self-renewal and differentiation, making them highly valuable in regenerative medicine. Among these, neural stem cells (NSCs) play a fundamental role in neural development and repair processes. NSC characteristics and fate are intricately regulated by the microenvironment and intracellular signaling. Interestingly, metabolism plays a pivotal role in orchestrating the epigenome dynamics during neural differentiation, facilitating the transition from undifferentiated NSC to specialized neuronal and glial cell types. This intricate interplay between metabolism and the epigenome is essential for precisely regulating gene expression patterns and ensuring proper neural development. This review highlights the mechanisms behind metabolic regulation of NSC fate and their connections with epigenetic regulation to shape transcriptional programs of stemness and neural differentiation. A comprehensive understanding of these molecular gears appears fundamental for translational applications in regenerative medicine and personalized therapies for neurological conditions.
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Affiliation(s)
- Edgar Sánchez-Ramírez
- Departamento de Biología Celular y Fisiología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Thi Phuong Lien Ung
- Laboratory for Optics and Biosciences, Ecole Polytechnique, CNRS, INSERM, Institut Polytechnique de Paris, Palaiseau, France
| | - Chiara Stringari
- Laboratory for Optics and Biosciences, Ecole Polytechnique, CNRS, INSERM, Institut Polytechnique de Paris, Palaiseau, France
| | - Lorena Aguilar-Arnal
- Departamento de Biología Celular y Fisiología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City, Mexico.
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50
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Pandiloski N, Horváth V, Karlsson O, Koutounidou S, Dorazehi F, Christoforidou G, Matas-Fuentes J, Gerdes P, Garza R, Jönsson ME, Adami A, Atacho DAM, Johansson JG, Englund E, Kokaia Z, Jakobsson J, Douse CH. DNA methylation governs the sensitivity of repeats to restriction by the HUSH-MORC2 corepressor. Nat Commun 2024; 15:7534. [PMID: 39214989 PMCID: PMC11364546 DOI: 10.1038/s41467-024-50765-4] [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: 08/14/2023] [Accepted: 07/18/2024] [Indexed: 09/04/2024] Open
Abstract
The human silencing hub (HUSH) complex binds to transcripts of LINE-1 retrotransposons (L1s) and other genomic repeats, recruiting MORC2 and other effectors to remodel chromatin. How HUSH and MORC2 operate alongside DNA methylation, a central epigenetic regulator of repeat transcription, remains largely unknown. Here we interrogate this relationship in human neural progenitor cells (hNPCs), a somatic model of brain development that tolerates removal of DNA methyltransferase DNMT1. Upon loss of MORC2 or HUSH subunit TASOR in hNPCs, L1s remain silenced by robust promoter methylation. However, genome demethylation and activation of evolutionarily-young L1s attracts MORC2 binding, and simultaneous depletion of DNMT1 and MORC2 causes massive accumulation of L1 transcripts. We identify the same mechanistic hierarchy at pericentromeric α-satellites and clustered protocadherin genes, repetitive elements important for chromosome structure and neurodevelopment respectively. Our data delineate the epigenetic control of repeats in somatic cells, with implications for understanding the vital functions of HUSH-MORC2 in hypomethylated contexts throughout human development.
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Affiliation(s)
- Ninoslav Pandiloski
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Vivien Horváth
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Ofelia Karlsson
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Symela Koutounidou
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Fereshteh Dorazehi
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Georgia Christoforidou
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Jon Matas-Fuentes
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden
| | - Patricia Gerdes
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Raquel Garza
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | | | - Anita Adami
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Diahann A M Atacho
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Jenny G Johansson
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
| | - Elisabet Englund
- Division of Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Zaal Kokaia
- Lund Stem Cell Center, Lund University, Lund, Sweden
- Laboratory of Stem Cells and Restorative Neurology, Department of Clinical Sciences, BMC B10, Lund University, Lund, Sweden
| | - Johan Jakobsson
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC A11, Lund University, Lund, Sweden
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Christopher H Douse
- Laboratory of Epigenetics and Chromatin Dynamics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, BMC B11, Lund University, Lund, Sweden.
- Lund Stem Cell Center, Lund University, Lund, Sweden.
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