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Robinson KG, Marsh AG, Lee SK, Hicks J, Romero B, Batish M, Crowgey EL, Shrader MW, Akins RE. DNA Methylation Analysis Reveals Distinct Patterns in Satellite Cell-Derived Myogenic Progenitor Cells of Subjects with Spastic Cerebral Palsy. J Pers Med 2022; 12:jpm12121978. [PMID: 36556199 PMCID: PMC9780849 DOI: 10.3390/jpm12121978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 11/25/2022] [Indexed: 12/03/2022] Open
Abstract
Spastic type cerebral palsy (CP) is a complex neuromuscular disorder that involves altered skeletal muscle microanatomy and growth, but little is known about the mechanisms contributing to muscle pathophysiology and dysfunction. Traditional genomic approaches have provided limited insight regarding disease onset and severity, but recent epigenomic studies indicate that DNA methylation patterns can be altered in CP. Here, we examined whether a diagnosis of spastic CP is associated with intrinsic DNA methylation differences in myoblasts and myotubes derived from muscle resident stem cell populations (satellite cells; SCs). Twelve subjects were enrolled (6 CP; 6 control) with informed consent/assent. Skeletal muscle biopsies were obtained during orthopedic surgeries, and SCs were isolated and cultured to establish patient-specific myoblast cell lines capable of proliferation and differentiation in culture. DNA methylation analyses indicated significant differences at 525 individual CpG sites in proliferating SC-derived myoblasts (MB) and 1774 CpG sites in differentiating SC-derived myotubes (MT). Of these, 79 CpG sites were common in both culture types. The distribution of differentially methylated 1 Mbp chromosomal segments indicated distinct regional hypo- and hyper-methylation patterns, and significant enrichment of differentially methylated sites on chromosomes 12, 13, 14, 15, 18, and 20. Average methylation load across 2000 bp regions flanking transcriptional start sites was significantly different in 3 genes in MBs, and 10 genes in MTs. SC derived MBs isolated from study participants with spastic CP exhibited fundamental differences in DNA methylation compared to controls at multiple levels of organization that may reveal new targets for studies of mechanisms contributing to muscle dysregulation in spastic CP.
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Affiliation(s)
- Karyn G. Robinson
- Nemours Children’s Research, Nemours Children’s Health System, Wilmington, DE 19803, USA
| | - Adam G. Marsh
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE 19716, USA
| | - Stephanie K. Lee
- Nemours Children’s Research, Nemours Children’s Health System, Wilmington, DE 19803, USA
| | - Jonathan Hicks
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE 19716, USA
| | - Brigette Romero
- Medical and Molecular Sciences, University of Delaware, Newark, DE 19716, USA
| | - Mona Batish
- Medical and Molecular Sciences, University of Delaware, Newark, DE 19716, USA
| | - Erin L. Crowgey
- Nemours Children’s Research, Nemours Children’s Health System, Wilmington, DE 19803, USA
| | - M. Wade Shrader
- Department of Orthopedics, Nemours Children’s Hospital Delaware, Wilmington, DE 19803, USA
| | - Robert E. Akins
- Nemours Children’s Research, Nemours Children’s Health System, Wilmington, DE 19803, USA
- Correspondence: ; Tel.: +1-302-651-6779
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Hiraoka S, Sumida T, Hirai M, Toyoda A, Kawagucci S, Yokokawa T, Nunoura T. Diverse DNA modification in marine prokaryotic and viral communities. Nucleic Acids Res 2022; 50:1531-1550. [PMID: 35051998 PMCID: PMC8919816 DOI: 10.1093/nar/gkab1292] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 11/30/2021] [Accepted: 12/17/2021] [Indexed: 11/15/2022] Open
Abstract
DNA chemical modifications, including methylation, are widespread and play important roles in prokaryotes and viruses. However, current knowledge of these modification systems is severely biased towards a limited number of culturable prokaryotes, despite the fact that a vast majority of microorganisms have not yet been cultured. Here, using single-molecule real-time sequencing, we conducted culture-independent 'metaepigenomic' analyses (an integrated analysis of metagenomics and epigenomics) of marine microbial communities. A total of 233 and 163 metagenomic-assembled genomes (MAGs) were constructed from diverse prokaryotes and viruses, respectively, and 220 modified motifs and 276 DNA methyltransferases (MTases) were identified. Most of the MTase genes were not genetically linked with the endonuclease genes predicted to be involved in defense mechanisms against extracellular DNA. The MTase-motif correspondence found in the MAGs revealed 10 novel pairs, 5 of which showed novel specificities and experimentally confirmed the catalytic specificities of the MTases. We revealed novel alternative specificities in MTases that are highly conserved in Alphaproteobacteria, which may enhance our understanding of the co-evolutionary history of the methylation systems and the genomes. Our findings highlight diverse unexplored DNA modifications that potentially affect the ecology and evolution of prokaryotes and viruses in nature.
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Affiliation(s)
- Satoshi Hiraoka
- Research Center for Bioscience and Nanoscience (CeBN),
Research Institute for Marine Resources Utilization, Japan Agency for
Marine-Earth Science and Technology (JAMSTEC),
Yokosuka,
Kanagawa 237–0061,
Japan
| | - Tomomi Sumida
- Research Center for Bioscience and Nanoscience (CeBN),
Research Institute for Marine Resources Utilization, Japan Agency for
Marine-Earth Science and Technology (JAMSTEC),
Yokosuka,
Kanagawa 237–0061,
Japan
| | - Miho Hirai
- Institute for Extra-cutting-edge Science and Technology
Avant-garde Research (X-star), Japan Agency for Marine-Earth Science and
Technology (JAMSTEC), Yokosuka,
Kanagawa 237–0061,
Japan
| | - Atsushi Toyoda
- Advanced Genomics Center, National Institute of
Genetics, Mishima,
Shizuoka 411-8540,
Japan
| | - Shinsuke Kawagucci
- Institute for Extra-cutting-edge Science and Technology
Avant-garde Research (X-star), Japan Agency for Marine-Earth Science and
Technology (JAMSTEC), Yokosuka,
Kanagawa 237–0061,
Japan
- Marine Biodiversity and Environmental Assessment Research
Center (BioEnv), Research Institute for Global Change (RIGC), Japan
Agency for Marine-Earth Science and Technology (JAMSTEC),
Yokosuka,
Kanagawa 237–0061,
Japan
| | - Taichi Yokokawa
- Institute for Extra-cutting-edge Science and Technology
Avant-garde Research (X-star), Japan Agency for Marine-Earth Science and
Technology (JAMSTEC), Yokosuka,
Kanagawa 237–0061,
Japan
| | - Takuro Nunoura
- Research Center for Bioscience and Nanoscience (CeBN),
Research Institute for Marine Resources Utilization, Japan Agency for
Marine-Earth Science and Technology (JAMSTEC),
Yokosuka,
Kanagawa 237–0061,
Japan
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Lennon JT, den Hollander F, Wilke-Berenguer M, Blath J. Principles of seed banks and the emergence of complexity from dormancy. Nat Commun 2021; 12:4807. [PMID: 34376641 PMCID: PMC8355185 DOI: 10.1038/s41467-021-24733-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 07/02/2021] [Indexed: 02/07/2023] Open
Abstract
Across the tree of life, populations have evolved the capacity to contend with suboptimal conditions by engaging in dormancy, whereby individuals enter a reversible state of reduced metabolic activity. The resulting seed banks are complex, storing information and imparting memory that gives rise to multi-scale structures and networks spanning collections of cells to entire ecosystems. We outline the fundamental attributes and emergent phenomena associated with dormancy and seed banks, with the vision for a unifying and mathematically based framework that can address problems in the life sciences, ranging from global change to cancer biology.
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Affiliation(s)
- Jay T. Lennon
- grid.411377.70000 0001 0790 959XIndiana University, Department of Biology, Bloomington, USA
| | - Frank den Hollander
- grid.5132.50000 0001 2312 1970Universiteit Leiden, Mathematical Institute, Leiden, Netherlands
| | - Maite Wilke-Berenguer
- grid.7468.d0000 0001 2248 7639Humboldt-Universität zu Berlin, Institute of Mathematics, Berlin, Germany
| | - Jochen Blath
- grid.6734.60000 0001 2292 8254Technische Universität Berlin, Institute of Mathematics, Berlin, Germany
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