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Vasileva F, Font-Lladó R, López-Ros V, Barretina J, Noguera-Castells A, Esteller M, López-Bermejo A, Prats-Puig A. An Integrated Neuromuscular Training Intervention Applied in Primary School Induces Epigenetic Modifications in Disease-Related Genes: A Genome-Wide DNA Methylation Study. Scand J Med Sci Sports 2025; 35:e70012. [PMID: 39757698 DOI: 10.1111/sms.70012] [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: 10/25/2024] [Revised: 12/14/2024] [Accepted: 12/23/2024] [Indexed: 01/07/2025]
Abstract
Physical exercise has been shown to induce epigenetic modifications with various health implications, directly affect DNA methylation (DNAm), as well as reverse the epigenetic age. Hence, we aimed to identify differential methylation changes and assess the epigenetic age in the saliva of 7-9-year-old school children following a 3-month integrated neuromuscular training (INT), as well as to explore if any of the methylation changes are in core genes. Core genes are defined as genes of high relevance and essential importance within the human genome. Forty children (17 boys and 23 girls) were recruited from schools in Girona, Spain, and allocated into control (N = 20) or INT (N = 20) group. The INT group performed a 3-month INT as a warm-up during the physical education (PE) classes, encompassing strength, coordination, dynamic stabilization, plyometrics, speed, and agility exercises, whereas the control group performed traditional warm-up activities, encompassing aerobic exercises that will prepare the cardiovascular system and increase the joint mobility for the upcoming effort during the class. Genome-wide DNAm analysis was performed with the Illumina 900 K microarray. Core genes were recognized based on the accomplishment of a rigorous and widely accepted 3-point criteria: participation in the enriched pathways, high connectivity (≥ 10), and target genes of key transcription factors. There were 1200 differentially methylated positions (DMPs) in the control group and 414 DMPs in the INT group (FDR < 0.05, p < 0.05, Aβ < |0.1|), suggesting a non-significant trend of epigenetic age acceleration in the control group (1.18 months, p > 0.05) and a non-significant 1-month decrease of the epigenetic age in the INT group (p > 0.05). The genes with DMPs in the control group showed low similarity between enriched pathways and low interconnectivity, encompassing distinct pathways, mostly development and growth-related. Additionally, no core genes were identified in the control group. Interestingly, the genes with DMPs in the INT group showed high similarity between enriched pathways and high interconnectivity, encompassing related pathways involving signaling mechanisms, as well as hormone and protein metabolism pathways. Moreover, 17 DMPs in the children from the INT group were in core genes. The main findings of the present study are suggesting an integrated response to the training stimulus in 7-9-year-old school children that performed a 3-month INT, including epigenetic modifications in 17 genes considered as core genes. Trial Registration: The study protocol was registered in the ISRCTN registry (ISRCTN16744821).
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Affiliation(s)
- Fidanka Vasileva
- Pediatric Endocrinology Research Group, Biomedical Research Institute of Girona, Girona, Spain
- University School of Health and Sport, University of Girona, Girona, Spain
| | - Raquel Font-Lladó
- University School of Health and Sport, University of Girona, Girona, Spain
- Faculty of Education and Psychology, University of Girona, Girona, Spain
- Research Group of Culture, Education and Human Development, Institute of Educational Research, University of Girona, Girona, Spain
- Chair of Sport and Physical Education - Centre of Olympic Studies, University of Girona, Girona, Spain
| | - Víctor López-Ros
- Faculty of Education and Psychology, University of Girona, Girona, Spain
- Research Group of Culture, Education and Human Development, Institute of Educational Research, University of Girona, Girona, Spain
| | | | - Aleix Noguera-Castells
- Cancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Barcelona, Spain
- Department of Biosciences, Faculty of Science, Technology and Engineering, University of Vic-Central University of Catalonia, Barcelona, Spain
- Biomedical Research Centre in Cancer Network, Madrid, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Barcelona, Spain
- Biomedical Research Centre in Cancer Network, Madrid, Spain
- Catalan Institution for Research and Advanced Studies, Barcelona, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Abel López-Bermejo
- Pediatric Endocrinology Research Group, Biomedical Research Institute of Girona, Girona, Spain
- Department of Medical Sciences, University of Girona, Girona, Spain
- Pediatric Endocrinology, Dr. Josep Trueta Hospital, Girona, Spain
| | - Anna Prats-Puig
- University School of Health and Sport, University of Girona, Girona, Spain
- Research Group Health and Health Care, Nursing Department, University of Girona, Girona, Spain
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2
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Sharples AP. Epigenome-proteome integration in aged skeletal muscle after exercise training. J Physiol 2025; 603:29-31. [PMID: 39298058 DOI: 10.1113/jp287235] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 09/05/2024] [Indexed: 01/07/2025] Open
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Pilotto AM, Turner DC, Mazzolari R, Crea E, Brocca L, Pellegrino MA, Miotti D, Bottinelli R, Sharples AP, Porcelli S. Human skeletal muscle possesses an epigenetic memory of high-intensity interval training. Am J Physiol Cell Physiol 2025; 328:C258-C272. [PMID: 39570634 DOI: 10.1152/ajpcell.00423.2024] [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: 06/21/2024] [Revised: 10/25/2024] [Accepted: 11/12/2024] [Indexed: 11/22/2024]
Abstract
Human skeletal muscle displays an epigenetic memory of resistance exercise induced-hypertrophy. It is unknown, however, whether high-intensity interval training (HIIT) also evokes an epigenetic muscle memory. This study used repeated training intervention interspersed with a detraining period to assess epigenetic memory of HIIT. Twenty healthy subjects (25 ± 5 yr) completed two HIIT interventions (training and retraining) lasting 2 mo, separated by 3 mo of detraining. Measurements at baseline, after training, detraining, and retraining included maximal oxygen consumption (V̇o2max). Vastus lateralis biopsies were taken for genome-wide DNA methylation and targeted gene expression analyses. V̇o2max improved during training and retraining (P < 0.001) without differences between interventions (P > 0.58). Thousands of differentially methylated positions (DMPs) predominantly demonstrated a hypomethylated state after training, retained even after 3-mo of exercise cessation and into retraining. Five genes, ADAM19, INPP5a, MTHFD1L, CAPN2, and SLC16A3, possessed differentially methylated regions (DMRs) with retained hypomethylated memory profiles and increased gene expression. The retained hypomethylation during detraining was associated with an enhancement in expression of the same genes even after 3 mo of detraining. SLC16A3, INPP5a, and CAPN2 are involved in lactate transport and calcium signaling. Despite similar physiological adaptations between training and retraining, memory profiles were found at epigenetic and gene expression level, characterized by retained hypomethylation and increased gene expression after training into long-term detraining and retraining. These genes were associated with calcium signaling and lactate transport. Although significant memory was not observed in physiological parameters, our novel findings indicate that human skeletal muscle possesses an epigenetic memory of HIIT.NEW & NOTEWORTHY Cells possess a "memory" such that adaptations can be more quickly regained when a previously encountered challenge is reintroduced. Exercise provides an excellent experimental model to explore the concept of cellular memory to physiologically relevant stressors in humans. This study highlights molecular mechanisms that contribute to muscle memory in response to high-intensity interval training in humans, showing retention of DNA methylation and gene expression profiles from earlier training into detraining and retraining.
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Affiliation(s)
- Andrea M Pilotto
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Daniel C Turner
- Institute of Physical Performance, Norwegian School of Sport Sciences, Oslo, Norway
| | - Raffaele Mazzolari
- Department of Sport Science, University of Innsbruck, Innsbruck, Austria
| | - Emanuela Crea
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Lorenza Brocca
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Maria Antonietta Pellegrino
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
- Centre for Research in Biology and Sport Medicine, University of Pavia, Pavia, Italy
| | | | - Roberto Bottinelli
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
- Istituti Clinici Scientifici Maugeri IRCCS, Respiratory Rehabilitation Unit of Pavia Institute, Pavia, Italy
| | - Adam P Sharples
- Institute of Physical Performance, Norwegian School of Sport Sciences, Oslo, Norway
| | - Simone Porcelli
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
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Moulton C, Lisi V, Silvestri M, Ceci R, Grazioli E, Sgrò P, Caporossi D, Dimauro I. Impact of Physical Activity on DNA Methylation Signatures in Breast Cancer Patients: A Systematic Review with Bioinformatic Analysis. Cancers (Basel) 2024; 16:3067. [PMID: 39272925 PMCID: PMC11394229 DOI: 10.3390/cancers16173067] [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: 07/29/2024] [Revised: 08/25/2024] [Accepted: 08/30/2024] [Indexed: 09/15/2024] Open
Abstract
Breast cancer (BC) continues to significantly impact women worldwide. Numerous studies show that physical activity (PA) significantly enhances the quality of life, aids recovery, and improves survival rates in BC patients. PA's influence extends to altering DNA methylation patterns on both a global and gene-specific scale, potentially reverting abnormal DNA methylation, associated with carcinogenesis and various pathologies. This review consolidates the findings of the current literature, highlighting PA's impact on DNA methylation in BC patients. Our systematic analysis indicates that PA may elevate global DNA methylation within tumour tissues. Furthermore, it appears to modify gene-specific promoter methylation across a wide spectrum of genes in various tissues. Through bioinformatic analysis, to investigate the functional enrichment of these affected genes, we identified a predominant enrichment in metabolic pathways, cell cycle regulation, cell cycle checkpoints, mitosis, cellular stress responses, and molecular functions governing diverse binding processes. The Human Protein Atlas corroborates this enrichment, indicating gene functionality across 266 tissues, notably within various breast tissues. This systematic review unveils PA's capacity to systematically alter DNA methylation patterns across multiple tissues, particularly in BC patients. Emphasising its influence on crucial biological processes and functions, this alteration holds potential for restoring normal cellular functionality and the cell cycle. This reversal of cancer-associated patterns could potentially enhance recovery and improve survival outcomes.
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Affiliation(s)
- Chantalle Moulton
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Veronica Lisi
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Monica Silvestri
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Roberta Ceci
- Unit of Biochemistry and Molecular Biology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Elisa Grazioli
- Unit of Physical Exercise and Sport Sciences, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Paolo Sgrò
- Unit of Endocrinology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Daniela Caporossi
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
| | - Ivan Dimauro
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, 00135 Rome, Italy
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Sayer M, Ng DQ, Chan R, Kober K, Chan A. Current evidence supporting associations of DNA methylation measurements with survivorship burdens in cancer survivors: A scoping review. Cancer Med 2024; 13:e7470. [PMID: 38963018 PMCID: PMC11222976 DOI: 10.1002/cam4.7470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/27/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024] Open
Abstract
INTRODUCTION Identifying reliable biomarkers that reflect cancer survivorship symptoms remains a challenge for researchers. DNA methylation (DNAm) measurements reflecting epigenetic changes caused by anti-cancer therapy may provide needed insights. Given lack of consensus describing utilization of DNAm data to predict survivorship issues, a review evaluating the current landscape is warranted. OBJECTIVE Provide an overview of current studies examining associations of DNAm with survivorship burdens in cancer survivors. METHODS A literature review was conducted including studies if they focused on cohorts of cancer survivors, utilized peripheral blood cell DNAm data, and evaluated the associations of DNAm and survivorship issues. RESULTS A total of 22 studies were identified, with majority focused on breast (n = 7) or childhood cancer (n = 9) survivors, and half studies included less than 100 patients (n = 11). Survivorship issues evaluated included those related to neurocognition (n = 5), psychiatric health (n = 3), general wellness (n = 9), chronic conditions (n = 5), and treatment specific toxicities (n = 4). Studies evaluated epigenetic age metrics (n = 10) and DNAm levels at individual CpG sites or regions (n = 12) for their associations with survivorship issues in cancer survivors along with relevant confounding factors. Significant associations of measured DNAm in the peripheral blood samples of cancer survivors and survivorship issues were identified. DISCUSSION/CONCLUSION Studies utilizing epigenetic age metrics and differential methylation analysis demonstrated significant associations of DNAm measurements with survivorship burdens. Associations were observed encompassing diverse survivorship outcomes and timeframes relative to anti-cancer therapy initiation. These findings underscore the potential of these measurements as useful biomarkers in survivorship care and research.
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Affiliation(s)
- Michael Sayer
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
| | - Ding Quan Ng
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
| | - Raymond Chan
- School of Nursing and Health SciencesFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Kord Kober
- School of NursingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Alexandre Chan
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
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Nair VD, Pincas H, Smith GR, Zaslavsky E, Ge Y, Amper MAS, Vasoya M, Chikina M, Sun Y, Raja AN, Mao W, Gay NR, Esser KA, Smith KS, Zhao B, Wiel L, Singh A, Lindholm ME, Amar D, Montgomery S, Snyder MP, Walsh MJ, Sealfon SC. Molecular adaptations in response to exercise training are associated with tissue-specific transcriptomic and epigenomic signatures. CELL GENOMICS 2024; 4:100421. [PMID: 38697122 PMCID: PMC11228891 DOI: 10.1016/j.xgen.2023.100421] [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] [Received: 03/17/2023] [Revised: 07/07/2023] [Accepted: 09/12/2023] [Indexed: 05/04/2024]
Abstract
Regular exercise has many physical and brain health benefits, yet the molecular mechanisms mediating exercise effects across tissues remain poorly understood. Here we analyzed 400 high-quality DNA methylation, ATAC-seq, and RNA-seq datasets from eight tissues from control and endurance exercise-trained (EET) rats. Integration of baseline datasets mapped the gene location dependence of epigenetic control features and identified differing regulatory landscapes in each tissue. The transcriptional responses to 8 weeks of EET showed little overlap across tissues and predominantly comprised tissue-type enriched genes. We identified sex differences in the transcriptomic and epigenomic changes induced by EET. However, the sex-biased gene responses were linked to shared signaling pathways. We found that many G protein-coupled receptor-encoding genes are regulated by EET, suggesting a role for these receptors in mediating the molecular adaptations to training across tissues. Our findings provide new insights into the mechanisms underlying EET-induced health benefits across organs.
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Affiliation(s)
- Venugopalan D Nair
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Hanna Pincas
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Gregory R Smith
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Elena Zaslavsky
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yongchao Ge
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Mary Anne S Amper
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Mital Vasoya
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Maria Chikina
- Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yifei Sun
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Weiguang Mao
- Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nicole R Gay
- Department of Genetics, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Karyn A Esser
- Department of Physiology and Aging, University of Florida, Gainesville, FL 32610, USA
| | - Kevin S Smith
- Departments of Pathology and Genetics, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Bingqing Zhao
- Department of Genetics, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Laurens Wiel
- Department of Medicine, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Aditya Singh
- Department of Medicine, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Malene E Lindholm
- Department of Medicine, Stanford School of Medicine, Stanford, CA 94305, USA
| | - David Amar
- Department of Medicine, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Stephen Montgomery
- Departments of Pathology and Genetics, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Michael P Snyder
- Department of Genetics, Stanford School of Medicine, Stanford, CA 94305, USA
| | - Martin J Walsh
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Stuart C Sealfon
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
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7
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Bittel AJ, Chen YW. DNA Methylation in the Adaptive Response to Exercise. Sports Med 2024; 54:1419-1458. [PMID: 38561436 DOI: 10.1007/s40279-024-02011-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2024] [Indexed: 04/04/2024]
Abstract
Emerging evidence published over the past decade has highlighted the role of DNA methylation in skeletal muscle function and health, including as an epigenetic transducer of the adaptive response to exercise. In this review, we aim to synthesize the latest findings in this field to highlight: (1) the shifting understanding of the genomic localization of altered DNA methylation in response to acute and chronic aerobic and resistance exercise in skeletal muscle (e.g., promoter, gene bodies, enhancers, intergenic regions, un-annotated regions, and genome-wide methylation); (2) how these global/regional methylation changes relate to transcriptional activity following exercise; and (3) the factors (e.g., individual demographic or genetic features, dietary, training history, exercise parameters, local epigenetic characteristics, circulating hormones) demonstrated to alter both the pattern of DNA methylation after exercise, and the relationship between DNA methylation and gene expression. Finally, we discuss the changes in non-CpG methylation and 5-hydroxymethylation after exercise, as well as the importance of emerging single-cell analyses to future studies-areas of increasing focus in the field of epigenetics. We anticipate that this review will help generate a framework for clinicians and researchers to begin developing and testing exercise interventions designed to generate targeted changes in DNA methylation as part of a personalized exercise regimen.
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Affiliation(s)
- Adam J Bittel
- Research Center for Genetic Medicine, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA.
| | - Yi-Wen Chen
- Research Center for Genetic Medicine, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
- Department of Genomics and Precision Medicine, The George Washington University School of Medicine and Health Science, 111 Michigan Ave NW, Washington, DC, 20010, USA
- Department of Integrative Systems Biology, Institute for Biomedical Sciences, The George Washington University, 2121 I St NW, Washington, DC, 20052, USA
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Moulton C, Murri A, Benotti G, Fantini C, Duranti G, Ceci R, Grazioli E, Cerulli C, Sgrò P, Rossi C, Magno S, Di Luigi L, Caporossi D, Parisi A, Dimauro I. The impact of physical activity on promoter-specific methylation of genes involved in the redox-status and disease progression: A longitudinal study on post-surgery female breast cancer patients undergoing medical treatment. Redox Biol 2024; 70:103033. [PMID: 38211440 PMCID: PMC10821067 DOI: 10.1016/j.redox.2024.103033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/30/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024] Open
Abstract
Most anticancer treatments act on oxidative-stress pathways by producing reactive oxygen species (ROS) to kill cancer cells, commonly resulting in consequential drug-induced systemic cytotoxicity. Physical activity (PA) has arisen as an integrative cancer therapy, having positive health effects, including in redox-homeostasis. Here, we investigated the impact of an online supervised PA program on promoter-specific DNA methylation, and corresponding gene expression/activity, in 3 antioxidants- (SOD1, SOD2, and CAT) and 3 breast cancer (BC)-related genes (BRCA1, L3MBTL1 and RASSF1A) in a population-based sample of women diagnosed with primary BC, undergoing medical treatment. We further examined mechanisms involved in methylating and demethylating pathways, predicted biological pathways and interactions of exercise-modulated molecules, and the functional relevance of modulated antioxidant markers on parameters related to aerobic capacity/endurance, physical fatigue and quality of life (QoL). PA maintained levels of SOD activity in blood plasma, and at the cellular level significantly increased SOD2 mRNA (≈+77 %), contrary to their depletion due to medical treatment. This change was inversely correlated with DNA methylation in SOD2 promoter (≈-20 %). Similarly, we found a significant effect of PA only on L3MBTL1 promoter methylation (≈-25 %), which was inversely correlated with its mRNA (≈+43 %). Finally, PA increased TET1 mRNA levels (≈+15 %) and decreased expression of DNMT3B mRNA (≈-28 %). Our results suggest that PA-modulated DNA methylation affects several signalling pathways/biological activities involved in the cellular oxidative stress response, chromatin organization/regulation, antioxidant activity and DNA/protein binding. These changes may positively impact clinical outcomes and improve the response to cancer treatment in post-surgery BC patients.
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Affiliation(s)
- Chantalle Moulton
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Arianna Murri
- Unit of Physical Exercise and Sport Sciences, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Gianmarco Benotti
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Cristina Fantini
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Guglielmo Duranti
- Unit of Biochemistry and Molecular Biology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Roberta Ceci
- Unit of Biochemistry and Molecular Biology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Elisa Grazioli
- Unit of Physical Exercise and Sport Sciences, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Claudia Cerulli
- Unit of Biochemistry and Molecular Biology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Paolo Sgrò
- Unit of Endocrinology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Cristina Rossi
- Center for Integrative Oncology, Fondazione Policlinico Universitario A.Gemelli IRCCS, Italy
| | - Stefano Magno
- Center for Integrative Oncology, Fondazione Policlinico Universitario A.Gemelli IRCCS, Italy
| | - Luigi Di Luigi
- Unit of Endocrinology, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Daniela Caporossi
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Attilio Parisi
- Unit of Physical Exercise and Sport Sciences, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy
| | - Ivan Dimauro
- Unit of Biology and Genetics of Movement, Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy.
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9
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Voisin S, Seale K, Jacques M, Landen S, Harvey NR, Haupt LM, Griffiths LR, Ashton KJ, Coffey VG, Thompson JM, Doering TM, Lindholm ME, Walsh C, Davison G, Irwin R, McBride C, Hansson O, Asplund O, Heikkinen AE, Piirilä P, Pietiläinen KH, Ollikainen M, Blocquiaux S, Thomis M, Coletta DK, Sharples AP, Eynon N. Exercise is associated with younger methylome and transcriptome profiles in human skeletal muscle. Aging Cell 2024; 23:e13859. [PMID: 37128843 PMCID: PMC10776126 DOI: 10.1111/acel.13859] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 04/05/2023] [Accepted: 04/11/2023] [Indexed: 05/03/2023] Open
Abstract
Exercise training prevents age-related decline in muscle function. Targeting epigenetic aging is a promising actionable mechanism and late-life exercise mitigates epigenetic aging in rodent muscle. Whether exercise training can decelerate, or reverse epigenetic aging in humans is unknown. Here, we performed a powerful meta-analysis of the methylome and transcriptome of an unprecedented number of human skeletal muscle samples (n = 3176). We show that: (1) individuals with higher baseline aerobic fitness have younger epigenetic and transcriptomic profiles, (2) exercise training leads to significant shifts of epigenetic and transcriptomic patterns toward a younger profile, and (3) muscle disuse "ages" the transcriptome. Higher fitness levels were associated with attenuated differential methylation and transcription during aging. Furthermore, both epigenetic and transcriptomic profiles shifted toward a younger state after exercise training interventions, while the transcriptome shifted toward an older state after forced muscle disuse. We demonstrate that exercise training targets many of the age-related transcripts and DNA methylation loci to maintain younger methylome and transcriptome profiles, specifically in genes related to muscle structure, metabolism, and mitochondrial function. Our comprehensive analysis will inform future studies aiming to identify the best combination of therapeutics and exercise regimes to optimize longevity.
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Affiliation(s)
- Sarah Voisin
- Institute for Health and Sport (iHeS)Victoria UniversityFootscrayVictoriaAustralia
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Kirsten Seale
- Institute for Health and Sport (iHeS)Victoria UniversityFootscrayVictoriaAustralia
| | - Macsue Jacques
- Institute for Health and Sport (iHeS)Victoria UniversityFootscrayVictoriaAustralia
| | - Shanie Landen
- Institute for Health and Sport (iHeS)Victoria UniversityFootscrayVictoriaAustralia
| | - Nicholas R. Harvey
- Faculty of Health Sciences and MedicineBond UniversityGold CoastQueenslandAustralia
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical SciencesQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Larisa M. Haupt
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical SciencesQueensland University of TechnologyBrisbaneQueenslandAustralia
- ARC Training Centre for Cell and Tissue Engineering TechnologiesQueensland University of Technology (QUT)BrisbaneQueenslandAustralia
- Max Planck Queensland Centre for the Materials Sciences of Extracellular MatricesBrisbaneQueenslandAustralia
| | - Lyn R. Griffiths
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical SciencesQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Kevin J. Ashton
- Faculty of Health Sciences and MedicineBond UniversityGold CoastQueenslandAustralia
| | - Vernon G. Coffey
- Faculty of Health Sciences and MedicineBond UniversityGold CoastQueenslandAustralia
| | | | - Thomas M. Doering
- School of Health, Medical and Applied SciencesCentral Queensland UniversityRockhamptonQueenslandAustralia
| | - Malene E. Lindholm
- Department of Medicine, School of MedicineStanford UniversityStanfordCaliforniaUSA
| | - Colum Walsh
- Genomic Medicine Research Group, School of Biomedical SciencesUlster UniversityColeraineUK
| | - Gareth Davison
- Sport and Exercise Sciences Research InstituteUlster UniversityBelfastUK
| | - Rachelle Irwin
- Genomic Medicine Research Group, School of Biomedical SciencesUlster UniversityColeraineUK
| | - Catherine McBride
- Sport and Exercise Sciences Research InstituteUlster UniversityBelfastUK
| | - Ola Hansson
- Department of Clinical Sciences, Genomics, Diabetes and Endocrinology Unit, Lund University Diabetes CenterLund UniversityLundSweden
- Institute for Molecular Medicine Finland (FIMM)Helsinki UniversityHelsinkiFinland
| | - Olof Asplund
- Department of Clinical Sciences, Genomics, Diabetes and Endocrinology Unit, Lund University Diabetes CenterLund UniversityLundSweden
| | - Aino E. Heikkinen
- Institute for Molecular Medicine Finland (FIMM)Helsinki UniversityHelsinkiFinland
| | - Päivi Piirilä
- Unit of Clinical PhysiologyHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Kirsi H. Pietiläinen
- Obesity Research Unit, Research Program for Clinical and Molecular Metabolism, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- HealthyWeightHub, Endocrinology, Abdominal CenterHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Miina Ollikainen
- Institute for Molecular Medicine Finland (FIMM)Helsinki UniversityHelsinkiFinland
- Minerva Foundation Institute for Medical ResearchHelsinkiFinland
| | - Sara Blocquiaux
- Department of Movement Sciences, Physical Activity, Sports and Health Research GroupKU LeuvenLeuvenBelgium
| | - Martine Thomis
- Department of Movement Sciences, Physical Activity, Sports and Health Research GroupKU LeuvenLeuvenBelgium
| | - Dawn K. Coletta
- Department of Medicine, Division of EndocrinologyUniversity of ArizonaTucsonArizonaUSA
- UA Center for Disparities in Diabetes Obesity and MetabolismUniversity of ArizonaTucsonArizonaUSA
- Department of PhysiologyUniversity of ArizonaTucsonArizonaUSA
| | - Adam P. Sharples
- Institute of Physical PerformanceNorwegian School of Sport SciencesOsloNorway
| | - Nir Eynon
- Institute for Health and Sport (iHeS)Victoria UniversityFootscrayVictoriaAustralia
- Australian Regenerative Medicine InstituteMonash UniversityClaytonVictoriaAustralia
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10
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Jankowski CM, Konigsberg IR, Wilson MP, Sun J, Brown TT, Julian CG, Erlandson KM. Skeletal muscle DNA methylation: Effects of exercise and HIV. Aging Cell 2024; 23:e14025. [PMID: 37920126 PMCID: PMC10776118 DOI: 10.1111/acel.14025] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 10/13/2023] [Accepted: 10/15/2023] [Indexed: 11/04/2023] Open
Abstract
Aging, human immunodeficiency virus (HIV) infection, and antiretroviral therapy modify the epigenetic profile and function of cells and tissues, including skeletal muscle (SkM). In some cells, accelerated epigenetic aging begins very soon after the initial HIV infection, potentially setting the stage for the early onset of frailty. Exercise imparts epigenetic modifications in SkM that may underpin some health benefits, including delayed frailty, in people living with HIV (PWH). In this first report of exercise-related changes in SkM DNA methylation among PWH, we investigated the impact of 24 weeks of aerobic and resistance exercise training on SkM (vastus lateralis) DNA methylation profiles and epigenetic age acceleration (EAA) in older, virally suppressed PWH (n = 12) and uninfected controls (n = 18), and associations of EAA with physical function at baseline. We identified 983 differentially methylated positions (DMPs) in PWH and controls at baseline and 237 DMPs after training. The influence of HIV serostatus on SkM methylation was more pronounced than that of exercise training. There was little overlap in the genes associated with the probes most significantly differentiated by exercise training within each group. Baseline EAA (mean ± SD) was similar between PWH (-0.4 ± 2.5 years) and controls (0.2 ± 2.6 years), and the exercise effect was not significant (p = 0.79). EAA and physical function at baseline were not significantly correlated (all p ≥ 0.10). This preliminary investigation suggests HIV-specific epigenetic adaptations in SkM with exercise training but confirmation in a larger study that includes transcriptomic analysis is warranted.
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Affiliation(s)
| | - Iain R. Konigsberg
- Department of Biomedical InformaticsUniversity of Colorado Anschutz Medical CampusColoradoAuroraUSA
| | - Melissa P. Wilson
- Division of Infectious Diseases, Department of MedicineUniversity of Colorado Anschutz Medical CampusColoradoAuroraUSA
| | - Jing Sun
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthMarylandBaltimoreUSA
| | - Todd T. Brown
- Division of Endocrinology, Diabetes, & Metabolism, Department of MedicineJohns Hopkins UniversityMarylandBaltimoreUSA
| | - Colleen G. Julian
- Department of Biomedical InformaticsUniversity of Colorado Anschutz Medical CampusColoradoAuroraUSA
| | - Kristine M. Erlandson
- Division of Infectious Diseases, Department of MedicineUniversity of Colorado Anschutz Medical CampusColoradoAuroraUSA
- Division of Geriatric Medicine, Department of MedicineUniversity of Colorado Anschutz Medical CampusColoradoAuroraUSA
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