1
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García-Vílchez R, Guallar D. Interplay of transposable elements and ageing: epigenetic regulation and potential epitranscriptomic influence. Curr Opin Genet Dev 2025; 92:102331. [PMID: 40101544 DOI: 10.1016/j.gde.2025.102331] [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: 09/26/2024] [Revised: 02/16/2025] [Accepted: 02/20/2025] [Indexed: 03/20/2025]
Abstract
Transposable elements (TEs) are mobile elements, which have been crucial for mammalian genome evolution and function. Their activity, which influences genomic stability, gene expression and chromatin state, is tightly regulated by complex mechanisms. This review examines recent findings on TE regulation and the dynamics and connection during the ageing process. Here, we explore the interplay between chromatin state, DNA, RNA, and histone modifications in controlling TE activity, with a special emphasis in elucidating the emerging role of epitranscriptomic modifications in TE regulation. Additionally, we analyse the connection between TE activation and ageing, with the perspective for future research that could reveal novel targets for alleviating physiological and pathological ageing and age-related diseases.
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Affiliation(s)
- Raquel García-Vílchez
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, Barcelona Avenue s/n, Santiago de Compostela, A Coruña 15782, Spain. https://twitter.com/@raquelgarcv
| | - Diana Guallar
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela, Barcelona Avenue s/n, Santiago de Compostela, A Coruña 15782, Spain.
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2
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Mrabti C, Yang N, Desdín-Micó G, Alonso-Calleja A, Vílchez-Acosta A, Pico S, Parras A, Piao Y, Schoenfeldt L, Luo S, Haghani A, Brooke RT, Maza MDC, Branchina C, Bignon Y, Maroun CY, von Meyenn F, Naveiras O, Horvath S, Sen P, Ocampo A. Loss of H3K9 trimethylation leads to premature aging. RESEARCH SQUARE 2024:rs.3.rs-4012025. [PMID: 39764087 PMCID: PMC11702797 DOI: 10.21203/rs.3.rs-4012025/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Aging is the major risk factor for most human diseases and represents a major socioeconomical challenge for modern societies. Despite its importance, the process of aging remains poorly understood. Epigenetic dysregulation has been proposed as a key driver of the aging process. Alterations in transcriptional networks and chromatin structure might be central to age-related functional decline. A prevalent feature described during aging is the overall reduction in heterochromatin, specifically marked by the loss of the repressive histone modification, histone 3 lysine 9 trimethylation (H3K9me3). However, the role of H3K9me3 in aging, especially in mammals, remains unclear. Here we show using a novel mouse strain, "TKOc", carrying a triple knockout of three methyltransferases responsible for H3K9me3 deposition, that the inducible loss of H3K9me3 in adulthood results in premature aging. TKOc mice exhibit reduced lifespan, lower body weight, increased frailty index, multi-organ degeneration, transcriptional changes with significant upregulation of transposable elements, and accelerated epigenetic age. Our data strongly supports the concept that the loss of epigenetic information might directly drives the aging process. These findings reveal the importance of epigenetic regulation in aging and suggest that interventions targeting epigenetic modifications could potentially slow down or reverse age-related decline. Understanding the molecular mechanisms underlying the process of aging will be crucial for developing novel therapeutic strategies that can delay the onset of age-associated diseases and preserve human health at old age specially in rapidly aging societies.
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Affiliation(s)
- Calida Mrabti
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Na Yang
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Gabriela Desdín-Micó
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Alejandro Alonso-Calleja
- Laboratory of Regenerative Hematopoiesis, Department of Biomedical Sciences, University of Lausanne, Switzerland
- Laboratory of Metabolic Signaling, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Alba Vílchez-Acosta
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Sara Pico
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | | | - Yulan Piao
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Lucas Schoenfeldt
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
- EPITERNA SA, Epalinges, Switzerland
| | - Siyuan Luo
- Departement of Health Sciences and Technology, ETH Zurich, Zurich
| | | | - Robert T. Brooke
- Epigenetic Clock Development, Foundation, Torrance, California, USA
| | - María del Carmen Maza
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Clémence Branchina
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Yohan Bignon
- INSERM U1242 Oncogenesis Stress Signaling, Centre de Lutte Contre le Cancer Eugène Marquis, University of Rennes, Rennes, France
| | - Céline Yacoub Maroun
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | | | - Olaia Naveiras
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
- Laboratory of Regenerative Hematopoiesis, Department of Biomedical Sciences, University of Lausanne, Switzerland
| | - Steve Horvath
- Altos Labs, San Diego, CA, USA
- Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Payel Sen
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Alejandro Ocampo
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
- EPITERNA SA, Epalinges, Switzerland
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3
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Smith ME, Wahl D, Cavalier AN, McWilliams GT, Rossman MJ, Giordano GR, Bryan AD, Seals DR, LaRocca TJ. Repetitive element transcript accumulation is associated with inflammaging in humans. GeroScience 2024; 46:5663-5679. [PMID: 38641753 PMCID: PMC11493880 DOI: 10.1007/s11357-024-01126-y] [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: 10/03/2023] [Accepted: 03/08/2024] [Indexed: 04/21/2024] Open
Abstract
Chronic, low-grade inflammation increases with aging, contributing to functional declines and diseases that reduce healthspan. Growing evidence suggests that transcripts from repetitive elements (RE) in the genome contribute to this "inflammaging" by stimulating innate immune activation, but evidence of RE-associated inflammation with aging in humans is limited. Here, we present transcriptomic and clinical data showing that RE transcript levels are positively related to gene expression of innate immune sensors, and to serum interleukin 6 (a marker of systemic inflammation), in a large group of middle-aged and older adults. We also: (1) use transcriptomics and whole-genome bisulfite (methylation) sequencing to show that many RE may be hypomethylated with aging, and that aerobic exercise, a healthspan-extending intervention, reduces RE transcript levels and increases RE methylation in older adults; and (2) extend our findings in a secondary dataset demonstrating age-related changes in RE chromatin accessibility. Collectively, our data support the idea that age-related RE transcript accumulation may play a role in inflammaging in humans, and that RE dysregulation with aging may be due in part to upstream epigenetic changes.
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Affiliation(s)
- Meghan E Smith
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA
| | - Devin Wahl
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA
| | - Alyssa N Cavalier
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA
| | - Gabriella T McWilliams
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA
| | - Matthew J Rossman
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA
| | - Gregory R Giordano
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - Douglas R Seals
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA
| | - Thomas J LaRocca
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA.
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4
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Shah S, Yu S, Zhang C, Ali I, Wang X, Qian Y, Xiao T. Retrotransposon SINEs in age-related diseases: Mechanisms and therapeutic implications. Ageing Res Rev 2024; 101:102539. [PMID: 39395576 DOI: 10.1016/j.arr.2024.102539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 09/27/2024] [Accepted: 10/03/2024] [Indexed: 10/14/2024]
Abstract
Retrotransposons are self-replicating genomic elements that move from one genomic location to another using a "copy-and-paste" method involving RNA intermediaries. One family of retrotransposon that has garnered considerable attention for its association with age-related diseases and anti-aging interventions is the short interspersed nuclear elements (SINEs). This review summarizes current knowledge on the roles of SINEs in aging processes and therapies. To underscore the significant research on the involvement of SINEs in aging-related diseases, we commence by outlining compelling evidence on the classification and mechanism, highlighting implications in age-related phenomena. The intricate relationship between SINEs and diseases such as neurodegenerative disorders, heart failure, high blood pressure, atherosclerosis, type 2 diabetes mellitus, osteoporosis, visual system dysfunctions, and cancer is explored, emphasizing their roles in various age-related diseases. Recent investigations into the anti-aging potential of SINE-targeted treatments are examined, with particular attention to how SINE antisense RNA mitigate age-related alterations at the cellular and molecular levels, offering insights into potential therapeutic targets for age-related pathologies. This review aims to compile the most recent advances on the multifaceted roles of SINE retrotransposons in age-related diseases and anti-aging interventions, providing valuable insights into underlying mechanisms and therapeutic avenues for promoting healthy aging.
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Affiliation(s)
- Suleman Shah
- Thoracic Surgery Department of the First Affiliated Hospital, Guangdong Key Laboratory of Genome Instability and Human Disease Prevention, Department of Cell Biology and Genetics, Shenzhen University Medical School, Shenzhen University, Shenzhen 518055, China; Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical school, Shenzhen 518055, China
| | - Siyi Yu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China
| | - Chen Zhang
- Department of Thoracic Surgery, The People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning 530021, China
| | - Ilyas Ali
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical school, Shenzhen 518055, China
| | - Xiufang Wang
- Department of Genetics, Hebei Medical University, Hebei Key Lab of Laboratory Animal, Shijiazhuang 050017, China
| | - Youhui Qian
- Thoracic Surgery Department of the First Affiliated Hospital, Guangdong Key Laboratory of Genome Instability and Human Disease Prevention, Department of Cell Biology and Genetics, Shenzhen University Medical School, Shenzhen University, Shenzhen 518055, China.
| | - Tian Xiao
- Thoracic Surgery Department of the First Affiliated Hospital, Guangdong Key Laboratory of Genome Instability and Human Disease Prevention, Department of Cell Biology and Genetics, Shenzhen University Medical School, Shenzhen University, Shenzhen 518055, China.
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5
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Nahálková J. On the interface of aging, cancer, and neurodegeneration with SIRT6 and L1 retrotransposon protein interaction network. Ageing Res Rev 2024; 101:102496. [PMID: 39251041 DOI: 10.1016/j.arr.2024.102496] [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: 06/11/2024] [Revised: 08/15/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024]
Abstract
Roles of the sirtuins in aging and longevity appear related to their evolutionarily conserved functions as retroviral-restriction factors. Retrotransposons also promote the aging process, which can be reversed by the inhibition of their activity. SIRT6 can functionally limit the mutation activity of LINE-1 (L1), a retrotransposon causing cancerogenesis-linked mutations accumulating during aging. Here, an overview of the molecular mechanisms of the controlling effects was created by the pathway enrichment and gene function prediction analysis of a protein interaction network of SIRT6 and L1 retrotransposon proteins L1 ORF1p, and L1 ORF2p. The L1-SIRT6 interaction network is enriched in pathways and nodes associated with RNA quality control, DNA damage response, tumor-related and retrotransposon activity-suppressing functions. The analysis also highlighted sumoylation, which controls protein-protein interactions, subcellular localization, and other post-translational modifications; DNA IR Damage and Cellular Response via ATR, and Hallmark Myc Targets V1, which scores are a measure of tumor aggressiveness. The protein node prioritization analysis emphasized the functions of tumor suppressors p53, PARP1, BRCA1, and BRCA2 having L1 retrotransposon limiting activity; tumor promoters EIF4A3, HNRNPA1, HNRNPH1, DDX5; and antiviral innate immunity regulators DDX39A and DDX23. The outline of the regulatory mechanisms involved in L1 retrotransposition with a focus on the prioritized nodes is here demonstrated in detail. Furthermore, a model establishing functional links between HIV infection, L1 retrotransposition, SIRT6, and cancer development is also presented. Finally, L1-SIRT6 subnetwork SIRT6-PARP1-BRCA1/BRCA2-TRIM28-PIN1-p53 was constructed, where all nodes possess L1 retrotransposon activity-limiting activity and together represent candidates for multitarget control.
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Affiliation(s)
- Jarmila Nahálková
- Biochemistry, Molecular, and Cell Biology Unit, Biochemworld co., Snickar-Anders väg 17, Skyttorp, Uppsala County 74394, Sweden.
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6
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Sun L, Luan J, Wang J, Li X, Zhang W, Ji X, Liu L, Wang R, Xu B. GEPREP: A comprehensive data atlas of RNA-seq-based gene expression profiles of exercise responses. JOURNAL OF SPORT AND HEALTH SCIENCE 2024; 14:100992. [PMID: 39341494 PMCID: PMC11863345 DOI: 10.1016/j.jshs.2024.100992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 06/11/2024] [Accepted: 07/31/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Physical activity can regulate and affect gene expression in multiple tissues and cells. Recently, with the development of next-generation sequencing, a large number of RNA-sequencing (RNA-seq)-based gene expression profiles about physical activity have been shared in public resources; however, they are poorly curated and underutilized. To tackle this problem, we developed a data atlas of such data through comprehensive data collection, curation, and organization. METHODS The data atlas, termed gene expression profiles of RNA-seq-based exercise responses (GEPREP), was built on a comprehensive collection of high-quality RNA-seq data on exercise responses. The metadata of each sample were manually curated. Data were uniformly processed and batch effects corrected. All the information was well organized in an easy-to-use website for free search, visualization, and download. RESULTS GEPREP now includes 69 RNA-seq datasets of pre- and post-exercise, comprising 26 human datasets (1120 samples) and 43 mouse datasets (1006 samples). Specifically, there were 977 (87.2 %) human samples of skeletal muscle and 143 (12.8 %) human samples of blood. There were also samples across 9 mice tissues with skeletal muscle (359, 35.7 %) and brain (280, 27.8 %) accounting for the main fractions. Metadata-including subject, exercise interventions, sampling sites, and post-processing methods-are also included. The metadata and gene expression profiles are freely accessible at http://www.geprep.org.cn/. CONCLUSION GEPREP is a comprehensive data atlas of RNA-seq-based gene expression profiles responding to exercise. With its reliable annotations and user-friendly interfaces, it has the potential to deepen our understanding of exercise physiology.
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Affiliation(s)
- Lei Sun
- School of Information Engineering, Yangzhou University, Yangzhou 225127, China; CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing 100101, China
| | - Jinwen Luan
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China
| | - Jinbiao Wang
- School of Information Engineering, Yangzhou University, Yangzhou 225127, China
| | - Xiaoli Li
- Laboratory of Developmental Biology, Department of Cell Biology and Genetics, School of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Wenqian Zhang
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China
| | - Xiaohui Ji
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China
| | - Longhua Liu
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China.
| | - Ru Wang
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China.
| | - Bingxiang Xu
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China.
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7
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Mrabti C, Yang N, Desdín-Micó G, Alonso-Calleja A, Vílchez-Acosta A, Pico S, Parras A, Piao Y, Schoenfeldt L, Luo S, Haghani A, Brooke R, del Carmen Maza M, Branchina C, Maroun CY, von Meyenn F, Naveiras O, Horvath S, Sen P, Ocampo A. Loss of H3K9 trimethylation leads to premature aging. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.24.604929. [PMID: 39091811 PMCID: PMC11291141 DOI: 10.1101/2024.07.24.604929] [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: 08/04/2024]
Abstract
Aging is the major risk factor for most human diseases and represents a major socio-economical challenge for modern societies. Despite its importance, the process of aging remains poorly understood. Epigenetic dysregulation has been proposed as a key driver of the aging process. Modifications in transcriptional networks and chromatin structure might be central to age-related functional decline. A prevalent feature described during aging is the overall reduction in heterochromatin, specifically marked by the loss of repressive histone modification, Histone 3 lysine 9 trimethylation (H3K9me3). However, the role of H3K9me3 in aging, especially in mammals, remains unclear. Here we show using a novel mouse strain, (TKOc), carrying a triple knockout of three methyltransferases responsible for H3K9me3 deposition, that the inducible loss of H3K9me3 in adulthood results in premature aging. TKOc mice exhibit reduced lifespan, lower body weight, increased frailty index, multi-organ degeneration, transcriptional changes with significant upregulation of transposable elements, and accelerated epigenetic age. Our data strongly supports the concept that the loss of epigenetic information directly drives the aging process. These findings reveal the importance of epigenetic regulation in aging and suggest that interventions targeting epigenetic modifications could potentially slow down or reverse age-related decline. Understanding the molecular mechanisms underlying the process of aging will be crucial for developing novel therapeutic strategies that can delay the onset of age-associated diseases and preserve human health at old age specially in rapidly aging societies.
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Affiliation(s)
- Calida Mrabti
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Na Yang
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Gabriela Desdín-Micó
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Alejandro Alonso-Calleja
- Laboratory of Regenerative Hematopoiesis, Department of Biomedical Sciences, University of Lausanne, Switzerland
- Laboratory of Metabolic Signaling, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Alba Vílchez-Acosta
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Sara Pico
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | | | - Yulan Piao
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Lucas Schoenfeldt
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
- EPITERNA SA, Epalinges, Switzerland
| | - Siyuan Luo
- Departement of Health Sciences and Technology, ETH Zurich, Zurich
| | | | - Robert Brooke
- Epigenetic Clock Development, Foundation, Torrance, California, USA
| | - María del Carmen Maza
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Clémence Branchina
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | - Céline Yacoub Maroun
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
| | | | - Olaia Naveiras
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
- Laboratory of Regenerative Hematopoiesis, Department of Biomedical Sciences, University of Lausanne, Switzerland
| | - Steve Horvath
- Altos Labs, San Diego, CA, USA
- Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Payel Sen
- Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD 21224, USA
| | - Alejandro Ocampo
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Vaud, Switzerland
- EPITERNA SA, Epalinges, Switzerland
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8
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Zhao XR, Zong JB, Liu YX, Aili T, Qiu M, Wu JH, Hu B. Endogenous Retroviruses Unveiled: A Comprehensive Review of Inflammatory Signaling/Senescence-Related Pathways and Therapeutic Strategies. Aging Dis 2024; 16:738-756. [PMID: 38916727 PMCID: PMC11964435 DOI: 10.14336/ad.2024.0123-1] [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: 02/02/2024] [Accepted: 05/14/2024] [Indexed: 06/26/2024] Open
Abstract
Endogenous retroviruses (ERVs), a subset of genomic transposable elements (TEs) in a broader sense, have remained latent within mammalian genomes for tens of millions of years. These genetic elements are typically in a silenced state due to stringent regulatory mechanisms. However, under specific conditions, they can become activated, triggering inflammatory responses through diverse mechanisms. This activation has been shown to play a potential role in various neurological disorders, tumors, and cellular senescence. Consequently, the regulation of ERV expression through various methods holds promise for clinical applications in disease treatment. ERVs also engage in interactions with a variety of exogenous viruses, thereby influencing the outcomes of viral infectious diseases. This article comprehensively reviews the pathogenic cascade of ERVs, encompassing activation, inflammation, associated diseases, senescence, and interplay with viruses. Additionally, it outlines therapeutic strategies targeting ERVs with the aim of offering novel research directions for understanding the relationship between ERVs and diseases, along with corresponding treatment modalities.
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Affiliation(s)
| | | | | | | | | | - Jie-hong Wu
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Bo Hu
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
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9
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Pabis K, Barardo D, Sirbu O, Selvarajoo K, Gruber J, Kennedy BK. A concerted increase in readthrough and intron retention drives transposon expression during aging and senescence. eLife 2024; 12:RP87811. [PMID: 38567944 PMCID: PMC10990488 DOI: 10.7554/elife.87811] [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] [Indexed: 04/05/2024] Open
Abstract
Aging and senescence are characterized by pervasive transcriptional dysfunction, including increased expression of transposons and introns. Our aim was to elucidate mechanisms behind this increased expression. Most transposons are found within genes and introns, with a large minority being close to genes. This raises the possibility that transcriptional readthrough and intron retention are responsible for age-related changes in transposon expression rather than expression of autonomous transposons. To test this, we compiled public RNA-seq datasets from aged human fibroblasts, replicative and drug-induced senescence in human cells, and RNA-seq from aging mice and senescent mouse cells. Indeed, our reanalysis revealed a correlation between transposons expression, intron retention, and transcriptional readthrough across samples and within samples. Both intron retention and readthrough increased with aging or cellular senescence and these transcriptional defects were more pronounced in human samples as compared to those of mice. In support of a causal connection between readthrough and transposon expression, analysis of models showing induced transcriptional readthrough confirmed that they also show elevated transposon expression. Taken together, our data suggest that elevated transposon reads during aging seen in various RNA-seq dataset are concomitant with multiple transcriptional defects. Intron retention and transcriptional readthrough are the most likely explanation for the expression of transposable elements that lack a functional promoter.
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Affiliation(s)
- Kamil Pabis
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Centre for Healthy Longevity, National University Health SystemSingaporeSingapore
| | - Diogo Barardo
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Centre for Healthy Longevity, National University Health SystemSingaporeSingapore
| | - Olga Sirbu
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Kumar Selvarajoo
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
- Singapore Institute of Food and Biotechnology Innovation, Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
- NUS Synthetic Biology for Clinical and Technological Innovation (SynCTI), National University of SingaporeSingaporeSingapore
- School of Biological Sciences, Nanyang Technological UniversitySingaporeSingapore
| | - Jan Gruber
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Science Divisions, Yale-NUS CollegeSingaporeSingapore
| | - Brian K Kennedy
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of SingaporeSingaporeSingapore
- Centre for Healthy Longevity, National University Health SystemSingaporeSingapore
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10
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Le Breton A, Bettencourt MP, Gendrel AV. Navigating the brain and aging: exploring the impact of transposable elements from health to disease. Front Cell Dev Biol 2024; 12:1357576. [PMID: 38476259 PMCID: PMC10927736 DOI: 10.3389/fcell.2024.1357576] [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: 12/18/2023] [Accepted: 02/08/2024] [Indexed: 03/14/2024] Open
Abstract
Transposable elements (TEs) are mobile genetic elements that constitute on average 45% of mammalian genomes. Their presence and activity in genomes represent a major source of genetic variability. While this is an important driver of genome evolution, TEs can also have deleterious effects on their hosts. A growing number of studies have focused on the role of TEs in the brain, both in physiological and pathological contexts. In the brain, their activity is believed to be important for neuronal plasticity. In neurological and age-related disorders, aberrant activity of TEs may contribute to disease etiology, although this remains unclear. After providing a comprehensive overview of transposable elements and their interactions with the host, this review summarizes the current understanding of TE activity within the brain, during the aging process, and in the context of neurological and age-related conditions.
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Affiliation(s)
| | | | - Anne-Valerie Gendrel
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
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11
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LaRocca TJ, Smith ME, Freeberg KA, Craighead DH, Helmuth T, Robinson MM, Nair KS, Bryan AD, Seals DR. Novel whole blood transcriptome signatures of changes in maximal aerobic capacity in response to endurance exercise training in healthy women. Physiol Genomics 2023; 55:338-344. [PMID: 37335021 PMCID: PMC10396280 DOI: 10.1152/physiolgenomics.00017.2023] [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: 03/14/2023] [Revised: 05/26/2023] [Accepted: 05/27/2023] [Indexed: 06/21/2023] Open
Abstract
Maximal aerobic exercise capacity [maximal oxygen consumption (V̇o2max)] is one of the strongest predictors of morbidity and mortality. Aerobic exercise training can increase V̇o2max, but inter-individual variability is marked and unexplained physiologically. The mechanisms underlying this variability have major clinical implications for extending human healthspan. Here, we report a novel transcriptome signature related to ΔV̇o2max with exercise training detected in whole blood RNA. We used RNA-Seq to characterize transcriptomic signatures of ΔV̇o2max in healthy women who completed a 16-wk randomized controlled trial comparing supervised, higher versus lower aerobic exercise training volume and intensity (4 training groups, fully crossed). We found significant baseline gene expression differences in subjects who responded to aerobic exercise training with robust versus little/no ΔV̇o2max, and differentially expressed genes/transcripts were mostly related to inflammatory signaling and mitochondrial function/protein translation. Baseline gene expression signatures associated with robust versus little/no ΔV̇o2max were also modulated by exercise training in a dose-dependent manner, and they predicted ΔV̇o2max in this and a separate dataset. Collectively, our data demonstrate the potential utility of using whole blood transcriptomics to study the biology of inter-individual variability in responsiveness to the same exercise training stimulus.
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Affiliation(s)
- Thomas J LaRocca
- Department of Health and Exercise Science, Colorado State University, Fort Collins, Colorado, United States
- Center for Healthy Aging, Colorado State University, Fort Collins, Colorado, United States
| | - Meghan E Smith
- Department of Health and Exercise Science, Colorado State University, Fort Collins, Colorado, United States
- Center for Healthy Aging, Colorado State University, Fort Collins, Colorado, United States
| | - Kaitlin A Freeberg
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | - Daniel H Craighead
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | - Timothy Helmuth
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, United States
| | - Matthew M Robinson
- School of Biological and Population Health Sciences, Oregon State University, Corvallis, Oregon, United States
| | - K Sreekumaran Nair
- Department of Internal Medicine, Endocrinology and Metabolism Division, Mayo Clinic, Rochester, Minnesota, United States
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, United States
| | - Douglas R Seals
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
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12
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Wahl D, Smith ME, McEntee CM, Cavalier AN, Osburn SC, Burke SD, Grant RA, Nerguizian D, Lark DS, Link CD, LaRocca TJ. The reverse transcriptase inhibitor 3TC protects against age-related cognitive dysfunction. Aging Cell 2023; 22:e13798. [PMID: 36949552 PMCID: PMC10186603 DOI: 10.1111/acel.13798] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 01/30/2023] [Accepted: 02/01/2023] [Indexed: 03/24/2023] Open
Abstract
Aging is the primary risk factor for most neurodegenerative diseases, including Alzheimer's disease. Major hallmarks of brain aging include neuroinflammation/immune activation and reduced neuronal health/function. These processes contribute to cognitive dysfunction (a key risk factor for Alzheimer's disease), but their upstream causes are incompletely understood. Age-related increases in transposable element (TE) transcripts might contribute to reduced cognitive function with brain aging, as the reverse transcriptase inhibitor 3TC reduces inflammation in peripheral tissues and TE transcripts have been linked with tau pathology in Alzheimer's disease. However, the effects of 3TC on cognitive function with aging have not been investigated. Here, in support of a role for TE transcripts in brain aging/cognitive decline, we show that 3TC: (a) improves cognitive function and reduces neuroinflammation in old wild-type mice; (b) preserves neuronal health with aging in mice and Caenorhabditis elegans; and (c) enhances cognitive function in a mouse model of tauopathy. We also provide insight on potential underlying mechanisms, as well as evidence of translational relevance for these observations by showing that TE transcripts accumulate with brain aging in humans, and that these age-related increases intersect with those observed in Alzheimer's disease. Collectively, our results suggest that TE transcript accumulation during aging may contribute to cognitive decline and neurodegeneration, and that targeting these events with reverse transcriptase inhibitors like 3TC could be a viable therapeutic strategy.
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Affiliation(s)
- Devin Wahl
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Meghan E. Smith
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Cali M. McEntee
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Alyssa N. Cavalier
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Shelby C. Osburn
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Samuel D. Burke
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - Randy A. Grant
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
| | - David Nerguizian
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Daniel S. Lark
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
| | - Christopher D. Link
- Department of Integrative PhysiologyUniversity of Colorado BoulderBoulderColoradoUSA
| | - Thomas J. LaRocca
- Department of Health and Exercise ScienceColorado State UniversityFort CollinsColoradoUSA
- Center for Healthy AgingColorado State UniversityFort CollinsColoradoUSA
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13
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Copley KE, Shorter J. Repetitive elements in aging and neurodegeneration. Trends Genet 2023; 39:381-400. [PMID: 36935218 PMCID: PMC10121923 DOI: 10.1016/j.tig.2023.02.008] [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: 12/14/2022] [Revised: 02/12/2023] [Accepted: 02/14/2023] [Indexed: 03/19/2023]
Abstract
Repetitive elements (REs), such as transposable elements (TEs) and satellites, comprise much of the genome. Here, we review how TEs and (peri)centromeric satellite DNA may contribute to aging and neurodegenerative disorders, including amyotrophic lateral sclerosis (ALS). Alterations in RE expression, retrotransposition, and chromatin microenvironment may shorten lifespan, elicit neurodegeneration, and impair memory and movement. REs may cause these phenotypes via DNA damage, protein sequestration, insertional mutagenesis, and inflammation. We discuss several TE families, including gypsy, HERV-K, and HERV-W, and how TEs interact with various factors, including transactive response (TAR) DNA-binding protein 43 kDa (TDP-43) and the siRNA and piwi-interacting (pi)RNA systems. Studies of TEs in neurodegeneration have focused on Drosophila and, thus, further examination in mammals is needed. We suggest that therapeutic silencing of REs could help mitigate neurodegenerative disorders.
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Affiliation(s)
- Katie E Copley
- Department of Biochemistry and Biophysics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA; Neuroscience Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - James Shorter
- Department of Biochemistry and Biophysics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA; Neuroscience Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
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14
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Mosaddeghi P, Farahmandnejad M, Zarshenas MM. The role of transposable elements in aging and cancer. Biogerontology 2023:10.1007/s10522-023-10028-z. [PMID: 37017895 DOI: 10.1007/s10522-023-10028-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/06/2023] [Indexed: 04/06/2023]
Abstract
Transposable elements (TEs) constitute a large portion of the human genome. Various mechanisms at the transcription and post-transcription levels developed to suppress TE activity in healthy conditions. However, a growing body of evidence suggests that TE dysregulation is involved in various human diseases, including age-related diseases and cancer. In this review, we explained how sensing TEs by the immune system could induce innate immune responses, chronic inflammation, and following age-related diseases. We also noted that inflammageing and exogenous carcinogens could trigger the upregulation of TEs in precancerous cells. Increased inflammation could enhance epigenetic plasticity and upregulation of early developmental TEs, which rewires the transcriptional networks and gift the survival advantage to the precancerous cells. In addition, upregulated TEs could induce genome instability, activation of oncogenes, or inhibition of tumor suppressors and consequent cancer initiation and progression. So, we suggest that TEs could be considered therapeutic targets in aging and cancer.
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Affiliation(s)
- Pouria Mosaddeghi
- Medicinal Plants Processing Research Center, School of Pharmacy, Shiraz University of Medical Science, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mitra Farahmandnejad
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
- Quality Control of Drug Products Department, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad M Zarshenas
- Department of Phytopharmaceuticals (Traditional Pharmacy), School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran.
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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15
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Nutrition Strategies Promoting Healthy Aging: From Improvement of Cardiovascular and Brain Health to Prevention of Age-Associated Diseases. Nutrients 2022; 15:nu15010047. [PMID: 36615705 PMCID: PMC9824801 DOI: 10.3390/nu15010047] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND An increasing number of studies suggest that diet plays an important role in regulating aging processes and modulates the development of the most important age-related diseases. OBJECTIVE The aim of this review is to provide an overview of the relationship between nutrition and critical age-associated diseases. METHODS A literature review was conducted to survey recent pre-clinical and clinical findings related to the role of nutritional factors in modulation of fundamental cellular and molecular mechanisms of aging and their role in prevention of the genesis of the diseases of aging. RESULTS Studies show that the development of cardiovascular and cerebrovascular diseases, neurodegenerative diseases, cognitive impairment and dementia can be slowed down or prevented by certain diets with anti-aging action. The protective effects of diets, at least in part, may be mediated by their beneficial macro- (protein, fat, carbohydrate) and micronutrient (vitamins, minerals) composition. CONCLUSIONS Certain diets, such as the Mediterranean diet, may play a significant role in healthy aging by preventing the onset of certain diseases and by improving the aging process itself. This latter can be strengthened by incorporating fasting elements into the diet. As dietary recommendations change with age, this should be taken into consideration as well, when developing a diet tailored to the needs of elderly individuals. Future and ongoing clinical studies on complex anti-aging dietary interventions translating the results of preclinical investigations are expected to lead to novel nutritional guidelines for older adults in the near future.
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16
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Wahl D, LaRocca TJ. Transcriptomic Effects of Healthspan-Promoting Dietary Interventions: Current Evidence and Future Directions. Front Nutr 2021; 8:712129. [PMID: 34447778 PMCID: PMC8383293 DOI: 10.3389/fnut.2021.712129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/14/2021] [Indexed: 12/11/2022] Open
Abstract
Aging is the greatest risk factor most diseases, including cardiovascular disorders, cancers, diabetes, and neurodegeneration, but select nutritional interventions may profoundly reduce the risk for these conditions. These interventions include calorie restriction, intermittent fasting, protein restriction, and reducing intake of certain amino acids. Certain ad libitum diets, including the Mediterranean, Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability, and Okinawan diets also promote healthy aging. Evidence indicates that these dietary strategies influence aging and healthspan by acting on the biological "hallmarks of aging" and especially upstream nutrient sensing pathways. Recent advances in "omics" technologies, including RNA-sequencing (transcriptomics), have increased our understanding of how such nutritional interventions may influence gene expression related to these biological mediators of aging, primarily in pre-clinical studies. However, whether these effects are also reflected in the human transcriptome, which may provide insight on other downstream/related cellular processes with aging, is an emerging topic. Broadly, the investigation of how these nutritional interventions influence the transcriptome may provide novel insight into pathways associated with aging, and potential targets to treat age-associated disease and increase healthspan. Therefore, the purpose of this mini review is to summarize what is known about the transcriptomic effects of key dietary/nutritional interventions in both pre-clinical models and humans, address gaps in the literature, and provide insight into future research directions.
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Affiliation(s)
- Devin Wahl
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, United States
- Center for Healthy Aging, Colorado State University, Fort Collins, CO, United States
| | - Thomas J. LaRocca
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, United States
- Center for Healthy Aging, Colorado State University, Fort Collins, CO, United States
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17
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Gorbunova V, Seluanov A, Mita P, McKerrow W, Fenyö D, Boeke JD, Linker SB, Gage FH, Kreiling JA, Petrashen AP, Woodham TA, Taylor JR, Helfand SL, Sedivy JM. The role of retrotransposable elements in ageing and age-associated diseases. Nature 2021; 596:43-53. [PMID: 34349292 PMCID: PMC8600649 DOI: 10.1038/s41586-021-03542-y] [Citation(s) in RCA: 222] [Impact Index Per Article: 55.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Accepted: 04/13/2021] [Indexed: 02/06/2023]
Abstract
The genomes of virtually all organisms contain repetitive sequences that are generated by the activity of transposable elements (transposons). Transposons are mobile genetic elements that can move from one genomic location to another; in this process, they amplify and increase their presence in genomes, sometimes to very high copy numbers. In this Review we discuss new evidence and ideas that the activity of retrotransposons, a major subgroup of transposons overall, influences and even promotes the process of ageing and age-related diseases in complex metazoan organisms, including humans. Retrotransposons have been coevolving with their host genomes since the dawn of life. This relationship has been largely competitive, and transposons have earned epithets such as 'junk DNA' and 'molecular parasites'. Much of our knowledge of the evolution of retrotransposons reflects their activity in the germline and is evident from genome sequence data. Recent research has provided a wealth of information on the activity of retrotransposons in somatic tissues during an individual lifespan, the molecular mechanisms that underlie this activity, and the manner in which these processes intersect with our own physiology, health and well-being.
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Affiliation(s)
- Vera Gorbunova
- Departments of Biology and Medicine, University of Rochester, Rochester, New York 14627, USA
| | - Andrei Seluanov
- Departments of Biology and Medicine, University of Rochester, Rochester, New York 14627, USA
| | - Paolo Mita
- Institute for Systems Genetics, and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, New York 10016, USA
| | - Wilson McKerrow
- Institute for Systems Genetics, and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, New York 10016, USA
| | - David Fenyö
- Institute for Systems Genetics, and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, New York 10016, USA
| | - Jef D. Boeke
- Institute for Systems Genetics, and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, New York 10016, USA.,Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn 11201, NY, USA
| | - Sara B. Linker
- Laboratory of Genetics, The Salk Institute for Biological Studies, La Jolla, California 92037, USA
| | - Fred H. Gage
- Laboratory of Genetics, The Salk Institute for Biological Studies, La Jolla, California 92037, USA
| | - Jill A. Kreiling
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA
| | - Anna P. Petrashen
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA
| | - Trenton A. Woodham
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA
| | - Jackson R. Taylor
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA
| | - Stephen L. Helfand
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA
| | - John M. Sedivy
- Center on the Biology of Aging, and Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, USA.,Corresponding author
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