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Enlow MB, De Vivo I, Petty CR, Nelson CA. Temperament and sex as moderating factors of the effects of exposure to maternal depression on telomere length in early childhood. Dev Psychopathol 2025; 37:705-718. [PMID: 38426330 PMCID: PMC11366042 DOI: 10.1017/s0954579424000518] [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: 03/02/2024]
Abstract
Individual differences in sensitivity to context are posited to emerge early in development and to influence the effects of environmental exposures on a range of developmental outcomes. The goal of the current study was to examine the hypothesis that temperament characteristics and biological sex confer differential vulnerability to the effects of exposure to maternal depression on telomere length in early childhood. Telomere length has emerged as a potentially important biomarker of current and future health, with possible mechanistic involvement in the onset of various disease states. Participants comprised a community sample of children followed from infancy to age 3 years. Relative telomere length was assessed from DNA in saliva samples collected at infancy, 2 years, and 3 years. Maternal depressive symptoms and the child temperament traits of negative affectivity, surgency/extraversion, and regulation/effortful control were assessed via maternal report at each timepoint. Analyses revealed a 3-way interaction among surgency/extraversion, sex, and maternal depressive symptoms, such that higher surgency/extraversion was associated with shorter telomere length specifically among males exposed to elevated maternal depressive symptoms. These findings suggest that temperament and sex influence children's susceptibility to the effects of maternal depression on telomere dynamics in early life.
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Affiliation(s)
- Michelle Bosquet Enlow
- Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Boston, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Immaculata De Vivo
- Department of Medicine, Harvard Medical School, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA
- Department of Epidemiology, Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, MA
| | - Carter R. Petty
- Institutional Centers for Clinical and Translational Research, Boston Children’s Hospital, Boston, MA
| | - Charles A. Nelson
- Division of Developmental Medicine, Boston Children’s Hospital, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
- Harvard Graduate School of Education, Boston, MA
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2
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Benetos A, Coudray O, Gégout-Petit A, Lenôtre L, Toupance S, Villemonais D. A branching model for intergenerational telomere length dynamics. J Math Biol 2025; 90:21. [PMID: 39864023 DOI: 10.1007/s00285-025-02185-1] [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: 11/16/2023] [Revised: 10/09/2024] [Accepted: 01/12/2025] [Indexed: 01/27/2025]
Abstract
We build and study an individual based model of the telomere length's evolution in a population across multiple generations. This model is a continuous time typed branching process, where the type of an individual includes its gamete mean telomere length and its age. We study its Malthusian's behaviour and provide numerical simulations to understand the influence of biologically relevant parameters.
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Affiliation(s)
- Athanasios Benetos
- Université de Lorraine, Inserm, DCAC, 54000, Nancy, France
- Université de Lorraine, CHRU-Nancy, Pôle "Maladies du Vieillissement, Gérontologie et Soins Palliatifs", 54000, Nancy, France
| | - Olivier Coudray
- Université de Lorraine, CNRS, Inria, IECL, 54000, Nancy, France
| | | | - Lionel Lenôtre
- Université de Haute-Alsace, IRIMAS UR 7499, 68200, Mulhouse, France
- Université de Haute-Alsace, UMR 7044 Archimède, 67000, Strasbourg, France
- Inria, PASTA, 54000, Nancy, France
| | - Simon Toupance
- Université de Lorraine, Inserm, DCAC, 54000, Nancy, France
| | - Denis Villemonais
- Institut universitaire de France (IUF), Paris, France.
- Université de Strasbourg, IRMA, Strasbourg, France.
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3
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Etzel L, Garrett-Petters P, Shalev I. Early origins of health and disease risk: The case for investigating adverse exposures and biological aging in utero, across childhood, and into adolescence. CHILD DEVELOPMENT PERSPECTIVES 2023; 17:149-156. [PMID: 38706692 PMCID: PMC11068077 DOI: 10.1111/cdep.12488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
In this article, we suggest that aging and development are two sides of the same coin, and that developing a comprehensive understanding of health and disease risk requires examining age-related processes occurring throughout the earliest years of life. Compared to other periods in life, during this early period of acute vulnerability, when children's biological and regulatory systems are developing, biological aging occurs most rapidly. We review theory and empirical research suggesting that processes of development and aging are intricately linked, and that early adversity may program biological parameters for accelerated aging and disease risk early in life, even though clinical signs of age-related disease onset may not be evident until many years later. Following from this, we make the case for widespread incorporation of biological aging constructs into child development research.
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Affiliation(s)
- Laura Etzel
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA
| | | | - Idan Shalev
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA
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4
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Topiwala A, Nichols TE, Williams LZJ, Robinson EC, Alfaro-Almagro F, Taschler B, Wang C, Nelson CP, Miller KL, Codd V, Samani NJ, Smith SM. Telomere length and brain imaging phenotypes in UK Biobank. PLoS One 2023; 18:e0282363. [PMID: 36947528 PMCID: PMC10032499 DOI: 10.1371/journal.pone.0282363] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 02/13/2023] [Indexed: 03/23/2023] Open
Abstract
Telomeres form protective caps at the ends of chromosomes, and their attrition is a marker of biological aging. Short telomeres are associated with an increased risk of neurological and psychiatric disorders including dementia. The mechanism underlying this risk is unclear, and may involve brain structure and function. However, the relationship between telomere length and neuroimaging markers is poorly characterized. Here we show that leucocyte telomere length (LTL) is associated with multi-modal MRI phenotypes in 31,661 UK Biobank participants. Longer LTL is associated with: i) larger global and subcortical grey matter volumes including the hippocampus, ii) lower T1-weighted grey-white tissue contrast in sensory cortices, iii) white-matter microstructure measures in corpus callosum and association fibres, iv) lower volume of white matter hyperintensities, and v) lower basal ganglia iron. Longer LTL was protective against certain related clinical manifestations, namely all-cause dementia (HR 0.93, 95% CI: 0.91-0.96), but not stroke or Parkinson's disease. LTL is associated with multiple MRI endophenotypes of neurodegenerative disease, suggesting a pathway by which longer LTL may confer protective against dementia.
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Affiliation(s)
- Anya Topiwala
- Nuffield Department Population Health, Big Data Institute, University of Oxford, Oxford, United Kingdom
| | - Thomas E. Nichols
- Nuffield Department Population Health, Big Data Institute, University of Oxford, Oxford, United Kingdom
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford, United Kingdom
| | - Logan Z. J. Williams
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London, United Kingdom
| | - Emma C. Robinson
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London, United Kingdom
| | - Fidel Alfaro-Almagro
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Bernd Taschler
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Chaoyue Wang
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), Oxford University, Oxford, United Kingdom
| | - Christopher P. Nelson
- Department of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Karla L. Miller
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), Oxford University, Oxford, United Kingdom
| | - Veryan Codd
- Department of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Nilesh J. Samani
- Department of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Stephen M. Smith
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), Oxford University, Oxford, United Kingdom
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Pepke ML, Kvalnes T, Rønning B, Jensen H, Boner W, Saether BE, Monaghan P, Ringsby TH. Artificial size selection experiment reveals telomere length dynamics and fitness consequences in a wild passerine. Mol Ecol 2022; 31:6224-6238. [PMID: 34997994 DOI: 10.1111/mec.16340] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 12/10/2021] [Accepted: 12/23/2021] [Indexed: 01/31/2023]
Abstract
Telomere dynamics could underlie life-history trade-offs among growth, size and longevity, but our ability to quantify such processes in natural, unmanipulated populations is limited. We investigated how 4 years of artificial selection for either larger or smaller tarsus length, a proxy for body size, affected early-life telomere length (TL) and several components of fitness in two insular populations of wild house sparrows over a study period of 11 years. The artificial selection was expected to shift the populations away from their optimal body size and increase the phenotypic variance in body size. Artificial selection for larger individuals caused TL to decrease, but there was little evidence that TL increased when selecting for smaller individuals. There was a negative correlation between nestling TL and tarsus length under both selection regimes. Males had longer telomeres than females and there was a negative effect of harsh weather on TL. We then investigated whether changes in TL might underpin fitness effects due to the deviation from the optimal body size. Mortality analyses indicated disruptive selection on TL because both short and long early-life telomeres tended to be associated with the lowest mortality rates. In addition, there was a tendency for a negative association between TL and annual reproductive success, but only in the population where body size was increased experimentally. Our results suggest that natural selection for optimal body size in the wild may be associated with changes in TL during growth, which is known to be linked to longevity in some bird species.
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Affiliation(s)
- Michael Le Pepke
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Thomas Kvalnes
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Bernt Rønning
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Henrik Jensen
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Winnie Boner
- Institute of Biodiversity, Animal Health and Comparative Medicine (IBAHCM), University of Glasgow, Glasgow, UK
| | - Bernt-Erik Saether
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Pat Monaghan
- Institute of Biodiversity, Animal Health and Comparative Medicine (IBAHCM), University of Glasgow, Glasgow, UK
| | - Thor Harald Ringsby
- Department of Biology, Centre for Biodiversity Dynamics (CBD), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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6
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Vilkeviciute A, Gedvilaite G, Banevicius M, Kriauciuniene L, Zaliuniene D, Dobiliene O, Liutkeviciene R. Relative Leukocyte Telomere Length and Genetic Variants in Telomere-Related Genes and Serum Levels Role in Age-Related Macular Degeneration. Cells 2022; 11:cells11233847. [PMID: 36497103 PMCID: PMC9740443 DOI: 10.3390/cells11233847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 12/05/2022] Open
Abstract
Telomere shortening is well known to be associated with ageing. Age is the most decisive risk factor for age-related macular degeneration (AMD) development. The older the individual, the higher the AMD risk. For this reason, we aimed to find any associations between telomere length, distribution of genetic variants in telomere-related genes (TERT, TERT-CLPTM1, TRF1, TRF2, and TNKS2), and serum TERF-1 and TERF2 levels on AMD development. METHODS Our study enrolled 342 patients with AMD and 177 healthy controls. Samples of DNA from peripheral blood leukocytes were extracted by DNA salting-out method. The genotyping of TERT rs2736098, rs401681 in TERT-CLPTM1 locus, TRF1 rs1545827, rs10107605, TNKS2 rs10509637, rs10509639, and TRF2 rs251796 and relative leukocyte telomere length (T/S) measurement were carried out using the real-time polymerase chain reaction method. Serum TERF-1 and TERF2 levels were measured by enzymatic immunoassay (ELISA). RESULTS We found longer telomeres in early AMD patients compared to the control group. Additionally, we revealed that minor allele C at TRF1 rs10107605 was associated with decreases the odds of both early and exudative AMD. Each minor allele G at TRF2 rs251796 and TRF1 rs1545827 C/T genotype and C/T+T/T genotypes, compared to the C/C genotype, increases the odds of having shorter telomeres. Furthermore, we found elevated TERF1 serum levels in the early AMD group compared to the control group. CONCLUSIONS In conclusion, these results suggest that relative leukocyte telomere length and genetic variants of TRF1 and TRF2 play a role in AMD development. Additionally, TERF1 is likely to be associated with early AMD.
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Affiliation(s)
- Alvita Vilkeviciute
- Laboratory of Ophthalmology, Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Greta Gedvilaite
- Laboratory of Ophthalmology, Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
- Correspondence:
| | - Mantas Banevicius
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Loresa Kriauciuniene
- Laboratory of Ophthalmology, Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Dalia Zaliuniene
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Olivija Dobiliene
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Rasa Liutkeviciene
- Laboratory of Ophthalmology, Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
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7
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Dobson FS, Schull Q, Criscuolo F. Two aspects of longevity are associated with rates of loss of telomeres in birds. Ecol Evol 2022; 12:e9364. [PMID: 36311389 PMCID: PMC9596331 DOI: 10.1002/ece3.9364] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/19/2022] [Indexed: 11/29/2022] Open
Abstract
Telomeres, the terminal repetitive DNA sequences at the ends of linear chromosomes, have strong associations with longevity in some major taxa. Longevity has been linked to rate of decline in telomere length in birds and mammals, and absolute telomere length seems to be associated with body mass in mammals. Using a phylogenetic comparative method and 30 species of birds, we examined longevity (reflected by maximum lifespan), absolute telomere length, the rate of change in telomere length (TROC), and body mass (often strongly associated with longevity) to ascertain their degree of association. We divided lifespan into two life-history components, one reflected by body size (measured as body mass) and a component that was statistically independent of body mass. While both lifespan and body mass were strongly associated with a family tree of the species (viz., the phylogeny of the species), telomere measures were not. Telomere length was not significantly associated with longevity or body mass or our measure of mass-independent lifespan. TROC, however, was strongly associated with mass-independent lifespan, but only to a much lesser degree at best with body mass-predicted lifespan. Our results supported an association of TROC and longevity, in particular longevity that was independent of body size and part of the pace-of-life syndrome of life histories.
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Affiliation(s)
- F. Stephen Dobson
- University of Strasbourg, Institut Pluridisciplinaire Hubert Curien, UMR 7178CNRSStrasbourgFrance
- Department of Biological SciencesAuburn UniversityAuburnAlabamaUSA
| | - Quentin Schull
- University of Strasbourg, Institut Pluridisciplinaire Hubert Curien, UMR 7178CNRSStrasbourgFrance
- MARBEC, University of Montpellier, IFREMERIRD, CNRSSèteFrance
| | - François Criscuolo
- University of Strasbourg, Institut Pluridisciplinaire Hubert Curien, UMR 7178CNRSStrasbourgFrance
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8
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Aviv A. The bullwhip effect, T-cell telomeres, and SARS-CoV-2. THE LANCET. HEALTHY LONGEVITY 2022; 3:e715-e721. [PMID: 36202131 PMCID: PMC9529217 DOI: 10.1016/s2666-7568(22)00190-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 01/15/2023] Open
Abstract
Both myeloid cells, which contribute to innate immunity, and lymphoid cells, which dominate adaptive immunity, partake in defending against SARS-CoV-2. In response to the virus, the otherwise slow haematopoietic production supply chain quickly unleashes its preconfigured myeloid element, which largely resists a bullwhip-like effect. By contrast, the lymphoid element risks a bullwhip-like effect when it produces T cells and B cells that are specifically designed to clear the virus. As T-cell production is telomere-length dependent and telomeres shorten with age, older adults are at higher risk of a T-cell shortfall when contracting SARS-CoV-2 than are younger adults. A poorly calibrated adaptive immune response, stemming from a bullwhip-like effect, compounded by a T-cell deficit, might thus contribute to the propensity of people with inherently short T-cell telomeres to develop severe COVID-19. The immune systems of these individuals might also generate an inadequate T-cell response to anti-SARS-CoV-2 vaccination.
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Affiliation(s)
- Abraham Aviv
- Center of Human Development and Aging, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA.
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9
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Nguyen NH, Kimmel M. Stochastic models of stem cells and their descendants under different criticality assumptions. STOCH MODELS 2022. [DOI: 10.1080/15326349.2022.2093374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Nam H. Nguyen
- Department of Statistics, Rice University, Houston, Texas, USA
| | - Marek Kimmel
- Department of Statistics, Rice University, Houston, Texas, USA
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10
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Anderson JJ, Susser E, Arbeev KG, Yashin AI, Levy D, Verhulst S, Aviv A. Telomere-length dependent T-cell clonal expansion: A model linking ageing to COVID-19 T-cell lymphopenia and mortality. EBioMedicine 2022; 78:103978. [PMID: 35367774 PMCID: PMC8970968 DOI: 10.1016/j.ebiom.2022.103978] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/15/2022] [Accepted: 03/16/2022] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Severe COVID-19 T-cell lymphopenia is more common among older adults and entails poor prognosis. Offsetting the decline in T-cell count during COVID-19 demands fast and massive T-cell clonal expansion, which is telomere length (TL)-dependent. METHODS We developed a model of TL-dependent T-cell clonal expansion capacity with age and virtually examined the relation of T-cell clonal expansion with COVID-19 mortality in the general population. FINDINGS The model shows that an individual with average hematopoietic cell TL (HCTL) at age twenty years maintains maximal T-cell clonal expansion capacity until the 6th decade of life when this capacity rapidly declines by more than 90% over the next ten years. The collapse in the T-cell clonal expansion capacity coincides with the steep increase in COVID-19 mortality with age. INTERPRETATION Short HCTL might increase vulnerability of many older adults, and some younger individuals with inherently short HCTL, to COVID-19 T-cell lymphopenia and severe disease. FUNDING A full list of funding bodies that contributed to this study can be found in the Acknowledgements section.
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Affiliation(s)
- James J. Anderson
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA 98195, USA,Corresponding author.
| | - Ezra Susser
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA,New York State Psychiatric Institute, New York, NY 10032, USA
| | - Konstantin G. Arbeev
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC 27705, USA
| | - Anatoliy I. Yashin
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC 27705, USA
| | - Daniel Levy
- Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 27705, USA,The Framingham Heart Study, Framingham, MA 01702, USA
| | - Simon Verhulst
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, the Netherland
| | - Abraham Aviv
- The Center of Human Development and Aging, New Jersey Medical School, Rutgers University, Newark, NJ 07103, USA
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11
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Belikov AV, Vyatkin A, Leonov SV. The Erlang distribution approximates the age distribution of incidence of childhood and young adulthood cancers. PeerJ 2021; 9:e11976. [PMID: 34434669 PMCID: PMC8351573 DOI: 10.7717/peerj.11976] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/24/2021] [Indexed: 11/20/2022] Open
Abstract
Background It is widely believed that cancers develop upon acquiring a particular number of (epi) mutations in driver genes, but the law governing the kinetics of this process is not known. We have previously shown that the age distribution of incidence for the 20 most prevalent cancers of old age is best approximated by the Erlang probability distribution. The Erlang distribution describes the probability of several successive random events occurring by the given time according to the Poisson process, which allows an estimate for the number of critical driver events. Methods Here we employ a computational grid search method to find global parameter optima for five probability distributions on the CDC WONDER dataset of the age distribution of childhood and young adulthood cancer incidence. Results We show that the Erlang distribution is the only classical probability distribution we found that can adequately model the age distribution of incidence for all studied childhood and young adulthood cancers, in addition to cancers of old age. Conclusions This suggests that the Poisson process governs driver accumulation at any age and that the Erlang distribution can be used to determine the number of driver events for any cancer type. The Poisson process implies the fundamentally random timing of driver events and their constant average rate. As waiting times for the occurrence of the required number of driver events are counted in decades, and most cells do not live this long, it suggests that driver mutations accumulate silently in the longest-living dividing cells in the body—the stem cells.
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Affiliation(s)
- Aleksey V Belikov
- Laboratory of Innovative Medicine, School of Biological and Medical Physics, Moscow Institute of Physics and Technology, Moscow, Russia
| | - Alexey Vyatkin
- Laboratory of Innovative Medicine, School of Biological and Medical Physics, Moscow Institute of Physics and Technology, Moscow, Russia
| | - Sergey V Leonov
- Laboratory of Innovative Medicine, School of Biological and Medical Physics, Moscow Institute of Physics and Technology, Moscow, Russia
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12
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Anderson JJ, Susser E, Arbeev KG, Yashin AI, Levy D, Verhulst S, Aviv A. Short Telomeres and a T-Cell Shortfall in COVID-19: The Aging Effect. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 34268523 PMCID: PMC8282112 DOI: 10.1101/2021.05.19.21257474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The slow pace of global vaccination and the rapid emergence of SARS-CoV-2 variants suggest recurrent waves of COVID-19 in coming years. Therefore, understanding why deaths from COVID-19 are highly concentrated among older adults is essential for global health. Severe COVID-19 T-cell lymphopenia is more common among older adults, and it entails poor prognosis. Much about the primary etiology of this form of lymphopenia remains unknown, but regardless of its causes, offsetting the decline in T-cell count during SARS-CoV-2 infection demands fast and massive T-cell clonal expansion, which is telomere length (TL)-dependent. We have built a model that captures the effect of age-dependent TL shortening in hematopoietic cells and its effect on T-cell clonal expansion capacity. The model shows that an individual with average hematopoietic cell TL (HCTL) at age twenty years maintains maximal T-cell clonal expansion capacity until the 6th decade of life when this capacity plummets by more than 90% over the next ten years. The collapse coincides with the steep increase in COVID-19 mortality with age. HCTL metrics may thus explain the vulnerability of older adults to COVID-19. That said, the wide inter-individual variation in HCTL across the general population means that some younger adults with inherently short HCTL might be at risk of severe COVID-19 lymphopenia and mortality from the disease.
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13
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Udroiu I, Sgura A. Growing and aging of hematopoietic stem cells. World J Stem Cells 2021; 13:594-604. [PMID: 34249229 PMCID: PMC8246248 DOI: 10.4252/wjsc.v13.i6.594] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 12/22/2020] [Accepted: 02/02/2021] [Indexed: 02/06/2023] Open
Abstract
In the hematopoietic system, a small number of stem cells produce a progeny of several distinct lineages. During ontogeny, they arise in the aorta-gonad-mesonephros region of the embryo and the placenta, afterwards colonise the liver and finally the bone marrow. After this fetal phase of rapid expansion, the number of hematopoietic stem cells continues to grow, in order to sustain the increasing blood volume of the developing newborn, and eventually reaches a steady-state. The kinetics of this growth are mirrored by the rates of telomere shortening in leukocytes. During adulthood, hematopoietic stem cells undergo a very small number of cell divisions. Nonetheless, they are subjected to aging, eventually reducing their potential to produce differentiated progeny. The causal relationships between telomere shortening, DNA damage, epigenetic changes, and aging have still to be elucidated.
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Affiliation(s)
- Ion Udroiu
- Department of Science, Roma Tre University, Rome 00146, Italy
| | - Antonella Sgura
- Department of Science, Roma Tre University, Rome 00146, Italy
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14
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Buxton JL. Early Warning Signs? Infant Obesity and Accelerated Cellular Aging. J Pediatr 2021; 233:8-9. [PMID: 33508278 DOI: 10.1016/j.jpeds.2021.01.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 01/22/2021] [Indexed: 12/01/2022]
Affiliation(s)
- Jessica L Buxton
- School of Life Sciences, Pharmacy and Chemistry, Kingston University, London, United Kingdom
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15
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Minimal changes in telomere length after a 12-week dietary intervention with almonds in mid-age to older, overweight and obese Australians: results of a randomised clinical trial. Br J Nutr 2021; 127:872-884. [PMID: 33971995 DOI: 10.1017/s0007114521001549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Diet is a modifiable risk factor for chronic disease and a potential modulator of telomere length (TL). The study aim was to investigate associations between diet quality and TL in Australian adults after a 12-week dietary intervention with an almond-enriched diet (AED). Participants (overweight/obese, 50-80 years) were randomised to an AED (n 62) or isoenergetic nut-free diet (NFD, n 62) for 12 weeks. Diet quality was assessed using a Dietary Guideline Index (DGI), applied to weighed food records, that consists of ten components reflecting adequacy, variety and quality of core food components and discretionary choices within the diet. TL was measured by quantitative PCR in samples of lymphocytes, neutrophils, and whole blood. There were no significant associations between DGI scores and TL at baseline. Diet quality improved with AED and decreased with NFD after 12 weeks (change from baseline AED + 9·8 %, NFD - 14·3 %; P < 0·001). TL increased in neutrophils (+9·6 bp, P = 0·009) and decreased in whole blood, to a trivial extent (-12·1 bp, P = 0·001), and was unchanged in lymphocytes. Changes did not differ between intervention groups. There were no significant relationships between changes in diet quality scores and changes in lymphocyte, neutrophil or whole blood TL. The inclusion of almonds in the diet improved diet quality scores but had no impact on TL mid-age to older Australian adults. Future studies should investigate the impact of more substantial dietary changes over longer periods of time.
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16
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Larocca D, Lee J, West MD, Labat I, Sternberg H. No Time to Age: Uncoupling Aging from Chronological Time. Genes (Basel) 2021; 12:611. [PMID: 33919082 PMCID: PMC8143125 DOI: 10.3390/genes12050611] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/13/2021] [Accepted: 04/16/2021] [Indexed: 12/20/2022] Open
Abstract
Multicellular life evolved from simple unicellular organisms that could replicate indefinitely, being essentially ageless. At this point, life split into two fundamentally different cell types: the immortal germline representing an unbroken lineage of cell division with no intrinsic endpoint and the mortal soma, which ages and dies. In this review, we describe the germline as clock-free and the soma as clock-bound and discuss aging with respect to three DNA-based cellular clocks (telomeric, DNA methylation, and transposable element). The ticking of these clocks corresponds to the stepwise progressive limitation of growth and regeneration of somatic cells that we term somatic restriction. Somatic restriction acts in opposition to strategies that ensure continued germline replication and regeneration. We thus consider the plasticity of aging as a process not fixed to the pace of chronological time but one that can speed up or slow down depending on the rate of intrinsic cellular clocks. We further describe how germline factor reprogramming might be used to slow the rate of aging and potentially reverse it by causing the clocks to tick backward. Therefore, reprogramming may eventually lead to therapeutic strategies to treat degenerative diseases by altering aging itself, the one condition common to us all.
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Affiliation(s)
| | - Jieun Lee
- AgeX Therapeutics Inc., Alameda, CA 94501, USA; (J.L.); (M.D.W.); (I.L.); (H.S.)
| | - Michael D. West
- AgeX Therapeutics Inc., Alameda, CA 94501, USA; (J.L.); (M.D.W.); (I.L.); (H.S.)
| | - Ivan Labat
- AgeX Therapeutics Inc., Alameda, CA 94501, USA; (J.L.); (M.D.W.); (I.L.); (H.S.)
| | - Hal Sternberg
- AgeX Therapeutics Inc., Alameda, CA 94501, USA; (J.L.); (M.D.W.); (I.L.); (H.S.)
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17
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Dynamics of leukocyte telomere length in adults aged 50 and older: a longitudinal population-based cohort study. GeroScience 2021; 43:645-654. [PMID: 33469834 PMCID: PMC8110630 DOI: 10.1007/s11357-020-00320-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 12/21/2020] [Indexed: 10/22/2022] Open
Abstract
It is well established from previous cross-sectional studies that telomeres shorten with age. However, due to a considerable inter-individual variation in telomere length (TL), its relationship with biological aging is difficult to unpick. Longitudinal repeated assessments of TL changes within individuals should augment our understanding of TL dynamics in aging. This study disentangles within- and inter-individual effects of age on leukocyte telomere length (LTL) dynamics in a large population-based cohort of older adults. A total of 4053 subjects aged 50 and older from the WHO Study on global AGEing and adult health (SAGE) in Shanghai were studied. Relative LTL (T/S ratio) was measured at baseline (2009-2010) and follow-up (2017-2018) by quantitative real-time polymerase chain reaction. We used linear random slope models to analyze LTL dynamics in relation to age and sex and within-subject centering method to distinguish within- versus between-subject effects. We observed LTL shortening in 66.32%, maintenance in 11.23%, and elongation in 22.45% of the study participants. LTL declined significantly with age both cross-sectionally and longitudinally. More importantly, the longitudinal decline in LTL was much greater than the cross-sectional decline (- 0.017 (p < 0.001) versus - 0.002 (p < 0.001) per year). Furthermore, women had a lower within-subject LTL shortening rate than men (- 0.014 versus - 0.020 per year, p < 0.001). The within-individual longitudinal decline in LTL was much greater than the inter-individual cross-sectional decline, indicating that chronological age might impose a greater impact on LTL shortening than other influencing factors combined. Moreover, women showed a lower within-individual LTL shortening rate than men.
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18
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Pudas S, Josefsson M, Nordin Adolfsson A, Landfors M, Kauppi K, Veng-Taasti LM, Hultdin M, Adolfsson R, Degerman S. Short Leukocyte Telomeres, But Not Telomere Attrition Rates, Predict Memory Decline in the 20-Year Longitudinal Betula Study. J Gerontol A Biol Sci Med Sci 2020; 76:955-963. [PMID: 33367599 PMCID: PMC8140048 DOI: 10.1093/gerona/glaa322] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Indexed: 12/17/2022] Open
Abstract
Leukocyte telomere length (LTL) is a proposed biomarker for aging-related disorders, including cognitive decline and dementia. Long-term longitudinal studies measuring intra-individual changes in both LTL and cognitive outcomes are scarce, precluding strong conclusions about a potential aging-related relationship between LTL shortening and cognitive decline. This study investigated associations between baseline levels and longitudinal changes in LTL and memory performance across an up to 20-year follow-up in 880 dementia-free participants from a population-based study (mean baseline age: 56.8 years, range: 40–80; 52% female). Shorter baseline LTL significantly predicted subsequent memory decline (r = .34, 95% confidence interval: 0.06, 0.82), controlling for age, sex, and other relevant covariates. No significant associations were however observed between intra-individual changes in LTL and memory, neither concurrently nor with a 5-year time-lag between LTL shortening and memory decline. These results support the notion of short LTL as a predictive factor for aging-related memory decline, but suggest that LTL dynamics in adulthood and older age may be less informative of cognitive outcomes in aging. Furthermore, the results highlight the importance of long-term longitudinal evaluation of outcomes in biomarker research.
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Affiliation(s)
- Sara Pudas
- Department of Integrative Medical Biology, Umeå University, Sweden
| | - Maria Josefsson
- Center for Ageing and Demographic Research, Umeå University, Sweden
| | | | - Mattias Landfors
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Karolina Kauppi
- Department of Integrative Medical Biology, Umeå University, Sweden.,Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | | | - Magnus Hultdin
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Rolf Adolfsson
- Department of Clinical Sciences, Umeå University, Sweden
| | - Sofie Degerman
- Department of Medical Biosciences, Pathology, Umeå University, Sweden.,Department of Clinical Microbiology, Umeå University, Sweden
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19
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Gurung RL, M Y, Moh AMC, Dorajoo R, Liu S, Liu JJ, Shabbir A, So JBY, Tan CH, Cheng AKS, Lim SC. Correlation of Telomere Length in Adipose Tissue and Leukocytes and its Association with Postsurgical Weight Loss. Obesity (Silver Spring) 2020; 28:2424-2430. [PMID: 33230966 DOI: 10.1002/oby.23017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/15/2020] [Accepted: 08/10/2020] [Indexed: 12/26/2022]
Abstract
OBJECTIVE The aim of this study was to determine the relationship between telomere length (TL) in subcutaneous adipose tissue (SAT), visceral adipose tissues (VAT), and leukocytes, as well as to examine the associations of TL in these tissues with postsurgical weight loss in Asians with severe obesity. METHODS Presurgery TL was measured in leukocytes, SAT, and VAT of 91 patients who underwent weight loss surgery. Correlation between TL in multiple tissues was assessed using Pearson correlation. The association of presurgery TL and postsurgical weight loss at 6 or 12 months, expressed as a percentage of weight loss, was determined using linear regression in 70 patients. RESULTS Telomeres were longer in VAT compared with those in leukocytes and SAT (P < 0.001) but were highly correlated between tissues. The strongest correlation was observed between TL in VAT and leukocytes (r = 0.739, P = 6.22 × 10-17 ). Compared with individuals in the highest tertile, those in the lowest tertile of VAT TL showed greater weight loss (β = 6.23, SE = 3.10, P = 0.044) independent of age, sex, ethnicity, types of surgery, diabetes condition, preoperative BMI, and follow-up period. CONCLUSIONS Among patients with severe obesity, TL in leukocytes and adipose tissue was highly correlated. However, there was variability in the association of TL in these tissues with weight loss after surgery.
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Affiliation(s)
- Resham L Gurung
- Clinical Research Unit, Khoo Teck Puat Hospital, Yishun, Singapore
| | - Yiamunaa M
- Clinical Research Unit, Khoo Teck Puat Hospital, Yishun, Singapore
| | | | - Rajkumar Dorajoo
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore
| | - Sylvia Liu
- Clinical Research Unit, Khoo Teck Puat Hospital, Yishun, Singapore
| | - Jian-Jun Liu
- Clinical Research Unit, Khoo Teck Puat Hospital, Yishun, Singapore
| | - Asim Shabbir
- Department of General Surgery, National University Hospital, Singapore
| | - Jimmy Bok Yan So
- Department of General Surgery, National University Hospital, Singapore
| | - Chun Hai Tan
- Department of General Surgery, Khoo Teck Puat Hospital, Yishun, Singapore
| | | | - Su Chi Lim
- Clinical Research Unit, Khoo Teck Puat Hospital, Yishun, Singapore
- Diabetes Centre, Admiralty Medical Centre, Singapore
- Saw Swee Hock School of Public Heath, Singapore
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20
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Biohorology and biomarkers of aging: Current state-of-the-art, challenges and opportunities. Ageing Res Rev 2020; 60:101050. [PMID: 32272169 DOI: 10.1016/j.arr.2020.101050] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 02/06/2020] [Accepted: 03/22/2020] [Indexed: 02/08/2023]
Abstract
The aging process results in multiple traceable footprints, which can be quantified and used to estimate an organism's age. Examples of such aging biomarkers include epigenetic changes, telomere attrition, and alterations in gene expression and metabolite concentrations. More than a dozen aging clocks use molecular features to predict an organism's age, each of them utilizing different data types and training procedures. Here, we offer a detailed comparison of existing mouse and human aging clocks, discuss their technological limitations and the underlying machine learning algorithms. We also discuss promising future directions of research in biohorology - the science of measuring the passage of time in living systems. Overall, we expect deep learning, deep neural networks and generative approaches to be the next power tools in this timely and actively developing field.
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21
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Semeraro MD, Smith C, Kaiser M, Levinger I, Duque G, Gruber HJ, Herrmann M. Physical activity, a modulator of aging through effects on telomere biology. Aging (Albany NY) 2020; 12:13803-13823. [PMID: 32575077 PMCID: PMC7377891 DOI: 10.18632/aging.103504] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 06/04/2020] [Indexed: 12/16/2022]
Abstract
Aging is a complex process that is not well understood but involves finite changes at the genetic and epigenetic level. Physical activity is a well-documented modulator of the physiological process of aging. It has been suggested that the beneficial health effects of regular exercise are at least partly mediated through its effects on telomeres and associated regulatory pathways. Telomeres, the region of repetitive nucleotide sequences functioning as a "cap" at the chromosomal ends, play an important role to protect genomic DNA from degradation. Telomeres of dividing cells progressively shorten with age. Leucocyte telomere length (TL) has been associated with age-related diseases. Epidemiologic evidence indicates a strong relationship between physical activity and TL. In addition, TL has also been shown to predict all-cause and cardiovascular mortality. Experimental studies support a functional link between aerobic exercise and telomere preservation through activation of telomerase, an enzyme that adds nucleotides to the telomeric ends. However, unresolved questions regarding exercise modalities, pathomechanistic aspects and analytical issues limit the interpretability of available data. This review provides an overview about the current knowledge in the area of telomere biology, aging and physical activity. Finally, the capabilities and limitations of available analytical methods are addressed.
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Affiliation(s)
- Maria Donatella Semeraro
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
| | - Cassandra Smith
- Institute for Health and Sport (IHES), Victoria University, Melbourne, VIC, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), University of Melbourne and Western Health, St Albans, VIC, Australia
| | - Melanie Kaiser
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
| | - Itamar Levinger
- Institute for Health and Sport (IHES), Victoria University, Melbourne, VIC, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), University of Melbourne and Western Health, St Albans, VIC, Australia
| | - Gustavo Duque
- Australian Institute for Musculoskeletal Science (AIMSS), University of Melbourne and Western Health, St Albans, VIC, Australia
- Department of Medicine-Western Health, Melbourne Medical School, The University of Melbourne, Melbourne, VIC, Australia
| | - Hans-Juergen Gruber
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
| | - Markus Herrmann
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
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22
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Periconceptional environment predicts leukocyte telomere length in a cross-sectional study of 7-9 year old rural Gambian children. Sci Rep 2020; 10:9675. [PMID: 32541825 PMCID: PMC7295801 DOI: 10.1038/s41598-020-66729-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 05/19/2020] [Indexed: 12/11/2022] Open
Abstract
Early life exposures are important predictors of adult disease risk. Although the underlying mechanisms are largely unknown, telomere maintenance may be involved. This study investigated the relationship between seasonal differences in parental exposures at time of conception and leukocyte telomere length (LTL) in their offspring. LTL was measured in two cohorts of children aged 2 yrs (N = 487) and 7–9 yrs (N = 218). The association between date of conception and LTL was examined using Fourier regression models, adjusted for age, sex, leukocyte cell composition, and other potential confounders. We observed an effect of season in the older children in all models [likelihood ratio test (LRT) χ²2 = 7.1, p = 0.03; fully adjusted model]. LTL was greatest in children conceived in September (in the rainy season), and smallest in those conceived in March (in the dry season), with an effect size (LTL peak–nadir) of 0.60 z-scores. No effect of season was evident in the younger children (LRT χ²2 = 0.87, p = 0.65). The different results obtained for the two cohorts may reflect a delayed effect of season of conception on postnatal telomere maintenance. Alternatively, they may be explained by unmeasured differences in early life exposures, or the increased telomere attrition rate during infancy.
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23
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Abstract
The medical, public health, and scientific communities are grappling with monumental imperatives to contain COVID-19, develop effective vaccines, identify efficacious treatments for the infection and its complications, and find biomarkers that detect patients at risk of severe disease. The focus of this communication is on a potential biomarker, short telomere length (TL), that might serve to identify patients more likely to die from the SARS-CoV-2 infection, regardless of age. The common thread linking these patients is lymphopenia, which largely reflects a decline in the numbers of CD4/CD8 T cells but not B cells. These findings are consistent with data that lymphocyte TL dynamics impose a limit on T-cell proliferation. They suggest that T-cell lymphopoiesis might stall in individuals with short TL who are infected with SARS-CoV-2.
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Affiliation(s)
- Abraham Aviv
- Center of Human Development and AgingRutgers, The State University of New JerseyNew Jersey Medical SchoolNewarkNJUSA
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24
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Aoulad Fares D, Schalekamp-Timmermans S, Nawrot TS, Steegers-Theunissen RPM. Preconception telomere length as a novel maternal biomarker to assess the risk of spina bifida in the offspring. Birth Defects Res 2020; 112:645-651. [PMID: 32359029 PMCID: PMC7432172 DOI: 10.1002/bdr2.1682] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 03/26/2020] [Accepted: 04/02/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Periconception interactions between maternal conditions and environmental and genetic factors are involved in the pathogenesis and prevention of neural tube defects (NTD), such as spina bifida. These factors have in common that they can impair the oxidative pathway, resulting in excessive (chronic) oxidative stress and inflammation. METHODS Review of the literature concerning underlying mechanisms and biomarkers of aging particularly during reproduction. A number of molecular markers for biological aging have been identified, including telomere length (TL). Excessive telomere shortening is an index of senescence, causes genomic instability and is associated with a higher risk of age-related diseases. Furthermore, TL shortening is associated with the similar environmental and lifestyle exposures associated with NTD risk. RESULTS Embryonic mice deficient in the telomerase gene show shorter TL and failure of closure of the neural tube as the main defect, suggesting that this developmental process is among the most sensitive to telomere loss and chromosomal instability. CONCLUSIONS From this background, we hypothesize that preconceptional long term exposure to harmful environmental and lifestyle risk factors accelerates a woman's aging process, which can be measured by TL, and thereby her underlying risk of NTD offspring. Alternatively, it might be that women with an increased NTD risk already exhibit a more advanced biological age before the onset of pregnancy compared to women of identical calendar age.
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Affiliation(s)
- Damiat Aoulad Fares
- Department of Obstetrics and Gynaecology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | - Tim S Nawrot
- Department of Environmental Sciences, Hasselt University, Hasselt, Belgium.,Department of Public Health & Primary Care, Leuven University, Leuven, Belgium
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25
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Patterns of change in telomere length over the first three years of life in healthy children. Psychoneuroendocrinology 2020; 115:104602. [PMID: 32120019 PMCID: PMC7183438 DOI: 10.1016/j.psyneuen.2020.104602] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 12/18/2019] [Accepted: 02/03/2020] [Indexed: 12/23/2022]
Abstract
There is growing interest in the use of telomere length as a biomarker of health and a predictor of later morbidity and mortality. However, little is known about developmentally expected telomere erosion over the first years of life. This gap hinders our ability to interpret the meaning of relative telomere length and rate of attrition in relation to risk factors and health outcomes. The overall goal of this study was to examine the rate of relative telomere length attrition in a large, normative sample of healthy children (N = 630) followed from infancy to three years of age. A secondary goal was to explore associations between sociodemographic characteristics and telomere erosion over this time period. Relative telomere length was assessed from DNA in saliva samples collected in infancy (M = 8.6 months), age 2 years (M = 25.2 months), and age 3 years (M = 38.3 months). In the sample as a whole, relative telomere length decreased from infancy to 2 years but remained stable from 2 years to 3 years. Notably, increases in relative telomere length were observed in 29 % of children between infancy and 2 years of age and in 46 % of children between 2 and 3 years of age; 62 % of children showed both increases and decreases in relative telomere length across the study period. Females showed longer relative telomere length than males, regardless of timepoint. There was some evidence that parental age and family finances were associated with changes in child relative telomere length across time. Overall, the findings suggest that telomere length attrition is not uniform across the early years of life, with the most rapid attrition occurring during the first two years, and that increases as well as decreases in telomere length during this period are commonly observed.
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26
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Michels KB, De Vivo I, Calafat AM, Binder AM. In utero exposure to endocrine-disrupting chemicals and telomere length at birth. ENVIRONMENTAL RESEARCH 2020; 182:109053. [PMID: 31923847 PMCID: PMC8667573 DOI: 10.1016/j.envres.2019.109053] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 12/13/2019] [Accepted: 12/16/2019] [Indexed: 05/04/2023]
Abstract
Telomere length correlates with morbidity and mortality. While telomere length appears to be influenced by hormone levels, the potential impact of exposure to endocrine-disrupting chemicals (EDCs) has not been studied. We examined the association between maternal gestational concentrations of biomarkers of EDC exposure and telomere length at birth in the Harvard Epigenetic Birth Cohort. EDC (phenols and phthalates) biomarker concentrations were measured in maternal spot urine samples during the first trimester and telomere length in maternal and cord blood collected at delivery among 181 mother-newborn singleton dyads. Maternal and newborn telomere length exhibited a positive correlation (Spearman ρ = 0.20 (p-value< 0.01). Infant telomere length was associated with maternal biomarker concentrations of specific EDCs, and most of these associations were observed to be infant sex-specific. Prenatal exposure to triclosan, a non-paraben phenol with antimicrobial properties, was one of the most strongly associated EDCs with telomere length; telomere length was 20% (95% CI 5%-33%) shorter among boys in the highest quartile of maternal biomarker concentrations compared to the lowest quartile. In contrast, we observed longer telomere length associated with increased gestational concentrations of mono-isobutyl phthalate, and among boys, with increased concentrations of mono-2-ethylhexyl phthalate. In this birth cohort, we observed associations between maternal gestational exposure to select EDC biomarkers and telomere length, most of which were sex-specific. These findings need to be confirmed in future studies.
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Affiliation(s)
- Karin B Michels
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA; Institute for Prevention and Cancer Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Germany.
| | - Immaculata De Vivo
- Channing Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Antonia M Calafat
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Alexandra M Binder
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
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27
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On the correlation between telomere shortening rate and life span. Proc Natl Acad Sci U S A 2020; 117:2248-2249. [PMID: 31980517 DOI: 10.1073/pnas.1920300117] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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28
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Benetos A, Verhulst S, Labat C, Lai TP, Girerd N, Toupance S, Zannad F, Rossignol P, Aviv A. Telomere length tracking in children and their parents: implications for adult onset diseases. FASEB J 2019; 33:14248-14253. [PMID: 31652401 PMCID: PMC6894096 DOI: 10.1096/fj.201901275r] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 09/17/2019] [Indexed: 12/17/2022]
Abstract
Adults with comparatively short or long leukocyte telomere length (LTL) typically continue to display comparatively short or long LTL throughout life. This LTL tracking stems from the inability of person-to-person variation in age-dependent LTL shortening during adulthood to offset the wide interindividual LTL variation established prior to adult life. However, LTL tracking in children is unstudied. This study aimed to examine LTL shortening rates and tracking in children and their parents. Longitudinal study in children (n = 67) and their parents (n = 99), whose ages at baseline were 11.4 ± 0.3 and 43.4 ± 0.4 yr, respectively. LTL was measured by Southern blotting at baseline and ∼14 yr thereafter. LTL displayed tracking in both children [intraclass correlation coefficient (ICC) = 0.905, P < 0.001] and their parents (ICC = 0.856, P < 0.001). The children's rate of LTL shortening was twice that of their parents (40.7 ± 2.5 bp/yr; 20.3 ± 2.1 bp/yr, respectively; P < 0.0001). LTL tracking applies not only to adulthood but also to the second decade of life. Coupled with previous work showing that the interindividual variation in LTL across newborns is as wide as in their parents, these findings support the thesis that the LTL-adult disease connection is principally determined before the second decade of life, perhaps mainly at birth.-Benetos, A., Verhulst, S., Labat, C., Lai, T.-P., Girerd, N., Toupance, S., Zannad, F., Rossignol, P., Aviv, A. Telomere length tracking in children and their parents: implications for adult onset diseases.
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Affiliation(s)
- Athanase Benetos
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
- Department of Geriatric Medicine, Centre Hospitalier Régional et Universitaire (CHRU)-Plurithématiques–Nancy, INSERM, Unité Mixte de Recherche (UMR)_S 1116, Université de Lorraine, Nancy, France
| | - Simon Verhulst
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands
| | - Carlos Labat
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
| | - Tsung-Po Lai
- Center of Human Development and Aging, Rutgers New Jersey Medical School, The State University of New Jersey, Newark, New Jersey, USA
| | - Nicolas Girerd
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
- Centre Hospitalier Régional et Universitaire (CHRU)–Nancy, INSERM, Centre d'Investigation Clinique Pluridisciplinaire (CIC-P) 14-33, Nancy, France
- Investigation Network Initiative-Cardiovascular and Renal Clinical Trialists (F-CRIN INI-CRCT), Nancy, France
| | - Simon Toupance
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
- Department of Geriatric Medicine, Centre Hospitalier Régional et Universitaire (CHRU)-Plurithématiques–Nancy, INSERM, Unité Mixte de Recherche (UMR)_S 1116, Université de Lorraine, Nancy, France
| | - Faiez Zannad
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
- Centre Hospitalier Régional et Universitaire (CHRU)–Nancy, INSERM, Centre d'Investigation Clinique Pluridisciplinaire (CIC-P) 14-33, Nancy, France
- Investigation Network Initiative-Cardiovascular and Renal Clinical Trialists (F-CRIN INI-CRCT), Nancy, France
| | - Patrick Rossignol
- Défaillance Cardiovasculaire Aigüe et Chronique (DCAC) Université de Lorraine, Nancy, France
- Centre Hospitalier Régional et Universitaire (CHRU)–Nancy, INSERM, Centre d'Investigation Clinique Pluridisciplinaire (CIC-P) 14-33, Nancy, France
- Investigation Network Initiative-Cardiovascular and Renal Clinical Trialists (F-CRIN INI-CRCT), Nancy, France
| | - Abraham Aviv
- Center of Human Development and Aging, Rutgers New Jersey Medical School, The State University of New Jersey, Newark, New Jersey, USA
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Kresovich JK, Parks CG, Sandler DP, Taylor JA. Reproductive history and blood cell telomere length. Aging (Albany NY) 2019; 10:2383-2393. [PMID: 30243019 PMCID: PMC6188490 DOI: 10.18632/aging.101558] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 09/10/2018] [Indexed: 11/25/2022]
Abstract
Telomeres are repetitive nucleotide sequences that protect against chromosomal shortening. They are replenished by telomerase, an enzyme that may be activated by estrogen. Women have longer telomeres than men; this difference might be due to estrogen exposure. We hypothesized that reproductive histories reflecting greater estrogen exposure will be associated with longer blood cell telomeres. Among women in the Sister Study (n= 1,048), we examined telomere length in relation to self-reported data on reproductive history. The difference between age at menarche and last menstrual period was used to approximate the reproductive period. Relative telomere length (rTL) was measured using qPCR. After adjustment, rTL decreased with longer reproductive period (β= -0.019, 95% CI: -0.04, -0.00, p= 0.03). Premenopausal women had shorter rTL than postmenopausal women (β= -0.051, 95% CI: -0.12, 0.01, p= 0.13). Longer breastfeeding duration was associated with longer rTL (β= 0.027, 95% CI: 0.01, 0.05, p=0.01); increasing parity was associated with shorter rTL (β = -0.016, 95% CI: -0.03, 0.00, p=0.07). Duration of exogenous hormone use was not associated with rTL. Reproductive histories reflecting greater endogenous estrogen exposure were associated with shorter rTL. Our findings suggest that longer telomeres in women are unlikely to be explained by greater estrogen exposure.
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Affiliation(s)
- Jacob K Kresovich
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA
| | - Christine G Parks
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA
| | - Jack A Taylor
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA.,Epigenetic and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA
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30
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Lu AT, Seeboth A, Tsai PC, Sun D, Quach A, Reiner AP, Kooperberg C, Ferrucci L, Hou L, Baccarelli AA, Li Y, Harris SE, Corley J, Taylor A, Deary IJ, Stewart JD, Whitsel EA, Assimes TL, Chen W, Li S, Mangino M, Bell JT, Wilson JG, Aviv A, Marioni RE, Raj K, Horvath S. DNA methylation-based estimator of telomere length. Aging (Albany NY) 2019; 11:5895-5923. [PMID: 31422385 PMCID: PMC6738410 DOI: 10.18632/aging.102173] [Citation(s) in RCA: 211] [Impact Index Per Article: 35.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 08/05/2019] [Indexed: 12/13/2022]
Abstract
Telomere length (TL) is associated with several aging-related diseases. Here, we present a DNA methylation estimator of TL (DNAmTL) based on 140 CpGs. Leukocyte DNAmTL is applicable across the entire age spectrum and is more strongly associated with age than measured leukocyte TL (LTL) (r ~-0.75 for DNAmTL versus r ~ -0.35 for LTL). Leukocyte DNAmTL outperforms LTL in predicting: i) time-to-death (p=2.5E-20), ii) time-to-coronary heart disease (p=6.6E-5), iii) time-to-congestive heart failure (p=3.5E-6), and iv) association with smoking history (p=1.21E-17). These associations are further validated in large scale methylation data (n=10k samples) from the Framingham Heart Study, Women's Health Initiative, Jackson Heart Study, InChianti, Lothian Birth Cohorts, Twins UK, and Bogalusa Heart Study. Leukocyte DNAmTL is also associated with measures of physical fitness/functioning (p=0.029), age-at-menopause (p=0.039), dietary variables (omega 3, fish, vegetable intake), educational attainment (p=3.3E-8) and income (p=3.1E-5). Experiments in cultured somatic cells show that DNAmTL dynamics reflect in part cell replication rather than TL per se. DNAmTL is not only an epigenetic biomarker of replicative history of cells, but a useful marker of age-related pathologies that are associated with it.
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Affiliation(s)
- Ake T. Lu
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Anne Seeboth
- Centre for Genomic and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Pei-Chien Tsai
- Department of Twin Research and Genetic Epidemiology, Kings College London, London SE1 7EH, UK
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- Genomic Medicine Research Core Laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA 70112, USA
| | - Austin Quach
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Alex P. Reiner
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Luigi Ferrucci
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Lifang Hou
- Center for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center and Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Andrea A. Baccarelli
- Laboratory of Environmental Epigenetics, Departments of Environmental Health Sciences Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Yun Li
- Departments of Genetics, Biostatistics, Computer Science, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Sarah E. Harris
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
| | - Janie Corley
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
| | - Adele Taylor
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
| | - Ian J. Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
| | - James D. Stewart
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Eric A. Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599, USA
- Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Themistocles L. Assimes
- VA Palo Alto Health Care System, Palo Alto, CA 94304, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wei Chen
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA 70112, USA
| | - Shengxu Li
- Children’s Minnesota Research Institute, Children’s Hospitals and Clinics of Minnesota, Minneapolis, MN 55404, USA
| | - Massimo Mangino
- Department of Twin Research and Genetic Epidemiology, Kings College London, London SE1 7EH, UK
| | - Jordana T. Bell
- Department of Twin Research and Genetic Epidemiology, Kings College London, London SE1 7EH, UK
| | - James G. Wilson
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Abraham Aviv
- Center of Development and Aging, New Jersey Medical School, Rutgers State University of New Jersey, Newark, NJ 07103, USA
| | - Riccardo E. Marioni
- Centre for Genomic and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK
| | - Kenneth Raj
- Radiation Effects Department, Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Chilton, Didcot, Oxfordshire OX11 0RQ, UK
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA
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31
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Maternal pro-inflammatory state during pregnancy and newborn leukocyte telomere length: A prospective investigation. Brain Behav Immun 2019; 80:419-426. [PMID: 30974172 PMCID: PMC7954441 DOI: 10.1016/j.bbi.2019.04.021] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 03/14/2019] [Accepted: 04/06/2019] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION Telomere biology plays a fundamental role in maintaining the integrity of the genome and cell, and shortened telomeres have been linked to several age-related diseases. The initial (newborn) telomere length (TL) represents a critically important feature of the telomere biology system. Exposure to a variety of adverse prenatal conditions such as maternal stress, suboptimal diet, obesity, and obstetric complications, is associated with shorter offspring TL at birth and in adult life. Many, if not all, of these exposures are believed to have an inflammatory component. In this context, stress-related immunological processes during pregnancy may constitute a potential additional biological pathway because they can affect telomere length and telomerase activity via transcriptions factors such as cyclic adenosine monophosphate-dependent transcription factor (ATF7) and nuclear factor-kappa B (NF-κB). Thus, in the present study we examined the hypothesis that maternal pro-inflammatory state across pregnancy, operationalized as the balance between tumor necrosis factor (TNF)-α, a major pro-inflammatory cytokine, and interleukin-10 (IL-10), the major anti-inflammatory cytokine, is associated with newborn leukocyte telomere length (LTL) at birth. METHODS AND MATERIALS Participants were healthy women (N = 112) recruited in early pregnancy. Concentrations of TNF- α and IL-10 were quantified in early, mid and late pregnancy from maternal blood samples. Telomere length was assessed in newborn blood samples soon after birth. RESULTS After adjusting for maternal age, maternal pre-pregnancy BMI, birth weight percentile, and infant sex, a higher mean TNF-α/IL-10 ratio across pregnancy was significantly associated with shorter newborn TL (β = -.205, p = .030). Newborn TL was, on average, 10% shorter in offspring of women in the upper compared to lower quartile of the TNF-α/IL-10 ratio during pregnancy. DISCUSSION These findings provide new evidence in humans for a potential "programming" mechanism linking maternal systemic pro-inflammatory processes during pregnancy with the initial (newborn) setting of her offspring's telomere system.
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32
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Maeda T, Horiuchi T, Makino N. The approximate formulas predicting personal somatic telomere length using patient blood test data. Can J Physiol Pharmacol 2019; 97:1090-1093. [PMID: 31340127 DOI: 10.1139/cjpp-2019-0262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Biological aging underlies lifestyle-related diseases. It can be assessed by measuring personal somatic cell telomere length. However, measuring the telomere length is laborious, and its clinical surrogate parameters have not been developed. This study analyzed the correlation between telomere length in peripheral leukocytes and laboratory data to select test items relating closely to biological aging. We established formulas from these clinical data to predict the personal telomere length. The subjects were patients having visited Kyushu University Beppu Hospital from 2012 to 2015. Two hundred and thirty-two patients were enrolled. The blood data were collected and telomere lengths were measured by Southern blotting method. The patients showed significant correlations between the telomere length and several blood test data with a sex-related difference. Candidate formulas are as follows: Predicted telomere length (kb) in men = 8.59 - 0.037 × Age (years) + 0.024 × Hemoglobin (g/dL); Predicted telomere length (kb) in women = 4.83 - 0.019 × Age (years) + 0.23 × Albumin (g/dL) + 0.0001 × White blood cells (/mm3) + 0.0020 × Red blood cells (× 104/mm3) + 0.0032 × Total cholesterol (mg/dL). Thus, the derived formulas allow for the accurate differential prediction of telomeric length in male and female patients.
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Affiliation(s)
- Toyoki Maeda
- Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan.,Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan
| | - Takahiko Horiuchi
- Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan.,Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan
| | - Naoki Makino
- Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan.,Kyushu University Beppu Hospital, Department of Internal Medicine, 4546 Tsurumihara, Beppu, Oita 874-0838, Japan
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33
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El-Shanshoury H, El-Shanshoury G, Abaza A. Evaluation of low dose ionizing radiation effect on some blood components in animal model. JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES 2019. [DOI: 10.1016/j.jrras.2016.01.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- H. El-Shanshoury
- Radiation Safety Department, Nuclear and Radiological Regulatory Authority, Cairo, Egypt
- Laser Sciences (Department of Medical Applications of Laser), National Institute of Laser Sciences, Cairo University, Cairo, Egypt
| | - G. El-Shanshoury
- Applied Statistic in Radiation Safety Department, Nuclear and Radiological Regulatory Authority, Cairo, Egypt
- Applied Statistic, Ain-Shams University, Cairo, Egypt
| | - A. Abaza
- Safety and Prevention of Oncology in Radiation Protection Department, Nuclear and Radiological Regulatory Authority, Cairo, Egypt
- Childhood Studies & Pediatric Oncology, Ain-Shams University, Cairo, Egypt
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34
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Rozhok A, DeGregori J. A generalized theory of age-dependent carcinogenesis. eLife 2019; 8:39950. [PMID: 31034356 PMCID: PMC6488293 DOI: 10.7554/elife.39950] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 04/08/2019] [Indexed: 12/22/2022] Open
Abstract
The Multi-Stage Model of Carcinogenesis (MMC), developed in the 1950 s-70s, postulated carcinogenesis as a Darwinian somatic selection process. The cellular organization of tissues was then poorly understood, with almost nothing known about cancer drivers and stem cells. The MMC paradigm was later confirmed, and cancer incidence was explained as a function of mutation occurrence. However, the MMC has never been tested for its ability to account for the discrepancies in the number of driver mutations and the organization of the stem cell compartments underlying different cancers that still demonstrate nearly universal age-dependent incidence patterns. Here we demonstrate by Monte Carlo modeling the impact of key somatic evolutionary parameters on the MMC performance, revealing that two additional major mechanisms, aging-dependent somatic selection and life history-dependent evolution of species-specific tumor suppressor mechanisms, need to be incorporated into the MMC to make it capable of generalizing cancer incidence across tissues and species. Editorial note This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).
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Affiliation(s)
- Andrii Rozhok
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, United States
| | - James DeGregori
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, United States.,Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, United States.,Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, United States.,Department of Medicine, Section of Hematology, University of Colorado Anschutz Medical Campus, Aurora, United States
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35
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Chahine MN, Toupance S, El-Hakim S, Labat C, Gautier S, Moussallem T, Yared P, Asmar R, Benetos A. Telomere length and age-dependent telomere attrition: the blood-and-muscle model. Can J Physiol Pharmacol 2019; 97:328-334. [DOI: 10.1139/cjpp-2018-0582] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Short telomere length (TL) is associated with atherosclerotic cardiovascular disease (ACVD) and other age-related diseases. It is unclear whether these associations originate from having inherently short TL or a faster TL attrition before or during disease development. We proposed the blood-and-muscle model to assess TL dynamics throughout life course. Our objective was to measure TL in leukocytes (LTL) and in skeletal muscle (MTL), which served as a proxy of TL at birth. The delta (MTL–LTL) represented life-long telomere attrition. Blood draws and skeletal muscle biopsies were performed on 35 Lebanese individuals undergoing surgery. Following DNA extraction, LTL and MTL were measured by Southern blot. In every individual aged between 30 and 85 years, MTL was longer than LTL. With age, MTL and LTL decreased, but the delta (MTL–LTL) increased by 14 bp/year. We validated the blood-and-muscle model that allowed us to identify TL, TL at birth, and lifelong TL attrition in a cross-sectional study. This model can be used in larger cross-sectional studies to evaluate the association of telomere dynamics with age-related diseases onset and progression.
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Affiliation(s)
- Mirna N. Chahine
- Foundation-Medical Research Institutes, Beirut, Lebanon
- Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon
| | - Simon Toupance
- Université de Lorraine, Inserm, DCAC, F-54000 Nancy, France
- Université de Lorraine, CHRU-Nancy, Pôle “Maladies du Vieillissement, Gérontologie et Soins Palliatifs”, F-54000, France
- Nancyclotep-GIE, F-54000 Nancy, France
| | - Sandy El-Hakim
- Faculty of Public Health II, Lebanese University, Fanar, Lebanon
| | - Carlos Labat
- Université de Lorraine, Inserm, DCAC, F-54000 Nancy, France
| | - Sylvie Gautier
- Université de Lorraine, CHRU-Nancy, Pôle “Maladies du Vieillissement, Gérontologie et Soins Palliatifs”, F-54000, France
| | | | - Pierre Yared
- Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon
| | - Roland Asmar
- Foundation-Medical Research Institutes, Beirut, Lebanon
| | - Athanase Benetos
- Université de Lorraine, Inserm, DCAC, F-54000 Nancy, France
- Université de Lorraine, CHRU-Nancy, Pôle “Maladies du Vieillissement, Gérontologie et Soins Palliatifs”, F-54000, France
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36
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Aviv A, Shay JW. Reflections on telomere dynamics and ageing-related diseases in humans. Philos Trans R Soc Lond B Biol Sci 2019; 373:rstb.2016.0436. [PMID: 29335375 PMCID: PMC5784057 DOI: 10.1098/rstb.2016.0436] [Citation(s) in RCA: 109] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/21/2017] [Indexed: 12/24/2022] Open
Abstract
Epidemiological studies have principally relied on measurements of telomere length (TL) in leucocytes, which reflects TL in other somatic cells. Leucocyte TL (LTL) displays vast variation across individuals—a phenomenon already observed in newborns. It is highly heritable, longer in females than males and in individuals of African ancestry than European ancestry. LTL is also longer in offspring conceived by older men. The traditional view regards LTL as a passive biomarker of human ageing. However, new evidence suggests that a dynamic interplay between selective evolutionary forces and TL might result in trade-offs for specific health outcomes. From a biological perspective, an active role of TL in ageing-related human diseases could occur because short telomeres increase the risk of a category of diseases related to restricted cell proliferation and tissue degeneration, including cardiovascular disease, whereas long telomeres increase the risk of another category of diseases related to increased proliferative growth, including major cancers. To understand the role of telomere biology in ageing-related diseases, it is essential to expand telomere research to newborns and children and seek further insight into the underlying causes of the variation in TL due to ancestry and geographical location. This article is part of the theme issue ‘Understanding diversity in telomere dynamics’.
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Affiliation(s)
- Abraham Aviv
- The Center of Human Development and Aging, Rutgers, The State University of New Jersey, New Jersey Medical School, Newark, NJ 07103, USA
| | - Jerry W Shay
- Department of Cell Biology, UT Southwestern Medical Center, Dallas, TX 75390, USA.,Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia
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Wojdyla T, Mehta H, Glaubach T, Bertolusso R, Iwanaszko M, Braun R, Corey SJ, Kimmel M. Mutation, drift and selection in single-driver hematologic malignancy: Example of secondary myelodysplastic syndrome following treatment of inherited neutropenia. PLoS Comput Biol 2019; 15:e1006664. [PMID: 30615612 PMCID: PMC6336352 DOI: 10.1371/journal.pcbi.1006664] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 01/17/2019] [Accepted: 11/19/2018] [Indexed: 12/15/2022] Open
Abstract
Cancer development is driven by series of events involving mutations, which may become fixed in a tumor via genetic drift and selection. This process usually includes a limited number of driver (advantageous) mutations and a greater number of passenger (neutral or mildly deleterious) mutations. We focus on a real-world leukemia model evolving on the background of a germline mutation. Severe congenital neutropenia (SCN) evolves to secondary myelodysplastic syndrome (sMDS) and/or secondary acute myeloid leukemia (sAML) in 30–40%. The majority of SCN cases are due to a germline ELANE mutation. Acquired mutations in CSF3R occur in >70% sMDS/sAML associated with SCN. Hypotheses underlying our model are: an ELANE mutation causes SCN; CSF3R mutations occur spontaneously at a low rate; in fetal life, hematopoietic stem and progenitor cells expands quickly, resulting in a high probability of several tens to several hundreds of cells with CSF3R truncation mutations; therapeutic granulocyte colony-stimulating factor (G-CSF) administration early in life exerts a strong selective pressure, providing mutants with a growth advantage. Applying population genetics theory, we propose a novel two-phase model of disease development from SCN to sMDS. In Phase 1, hematopoietic tissues expand and produce tens to hundreds of stem cells with the CSF3R truncation mutation. Phase 2 occurs postnatally through adult stages with bone marrow production of granulocyte precursors and positive selection of mutants due to chronic G-CSF therapy to reverse the severe neutropenia. We predict the existence of the pool of cells with the mutated truncated receptor before G-CSF treatment begins. The model does not require increase in mutation rate under G-CSF treatment and agrees with age distribution of sMDS onset and clinical sequencing data. Cancer develops by multistep acquisition of mutations in a progenitor cell and its daughter cells. Severe congenital neutropenia (SCN) manifests itself through an inability to produce enough granulocytes to prevent infections. SCN commonly results from a germline ELANE mutation. Large doses of the blood growth factor granulocyte colony-stimulating factor (G-CSF) rescue granulocyte production. However, SCN frequently transforms to a myeloid malignancy, commonly associated with a somatic mutation in CSF3R, the gene encoding the G-CSF Receptor. We built a mathematical model of evolution for CSF3R mutation starting with bone marrow expansion at the fetal development stage and continuing with postnatal competition between normal and malignant bone marrow cells. We employ tools of probability theory such as multitype branching processes and Moran models modified to account for expansion of hematopoiesis during human development. With realistic coefficients, we obtain agreement with the age range at which malignancy arises in patients. In addition, our model predicts the existence of a pool of cells with mutated CSF3R before G-CSF treatment begins. Our findings may be clinically applied to intervene more effectively and selectively in SCN patients.
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Affiliation(s)
- Tomasz Wojdyla
- Systems Engineering Group, Silesian University of Technology, Gliwice, Poland
| | - Hrishikesh Mehta
- Department of Pediatrics, Cleveland Clinic, Cleveland, OH, United States of America
- Department of Cancer Biology, Cleveland Clinic, Cleveland, OH, United States of America
| | - Taly Glaubach
- Clinical Pediatrics, Division of Hospital Medicine, Stony Brook Children's Hospital, Stony Brook, New York
| | - Roberto Bertolusso
- Department of Statistics, Rice University, Houston, TX, United States of America
| | - Marta Iwanaszko
- Systems Engineering Group, Silesian University of Technology, Gliwice, Poland
- Department of Statistics, Rice University, Houston, TX, United States of America
- Department of Preventive Medicine–Division of Biostatistics, Northwestern University, Chicago, IL United States of America
| | - Rosemary Braun
- Department of Preventive Medicine–Division of Biostatistics, Northwestern University, Chicago, IL United States of America
- Department of Engineering Sciences and Applied Mathematics, Northwestern University, Evanston, IL United States of America
| | - Seth J. Corey
- Department of Pediatrics, Cleveland Clinic, Cleveland, OH, United States of America
- Department of Cancer Biology, Cleveland Clinic, Cleveland, OH, United States of America
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, United States of America
| | - Marek Kimmel
- Systems Engineering Group, Silesian University of Technology, Gliwice, Poland
- Department of Statistics, Rice University, Houston, TX, United States of America
- Department of Bioengineering, Rice University, Houston, TX, United States of America
- * E-mail:
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38
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A stochastic model of myeloid cell lineages in hematopoiesis and pathway mutations in acute myeloid leukemia. PLoS One 2018; 13:e0204393. [PMID: 30273383 PMCID: PMC6166954 DOI: 10.1371/journal.pone.0204393] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 09/07/2018] [Indexed: 01/13/2023] Open
Abstract
A model for hematopoiesis is presented that explicitly includes the erythrocyte, granulocyte, and thrombocyte lineages and their common precursors. A small number of stem cells proliferate and differentiate through different compartments to produce the vast number of blood cells needed every day. Growth factors regulate the proliferation of cells dependent on the current demand. We provide a steady state analysis of the model and rough parameter estimates. Furthermore, we extend the model to include mutations that alter the replicative capacity of cells and introduce differentiation blocks. With these mutations the model develops signs of acute myeloid leukemia.
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39
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Tarnawsky SP, Yu WM, Qu CK, Chan RJ, Yoder MC. Hematopoietic-restricted Ptpn11E76K reveals indolent MPN progression in mice. Oncotarget 2018; 9:21831-21843. [PMID: 29774106 PMCID: PMC5955130 DOI: 10.18632/oncotarget.25073] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 03/21/2018] [Indexed: 12/15/2022] Open
Abstract
Juvenile Myelomonocytic Leukemia (JMML) is a pediatric myeloproliferative neoplasm (MPN) that has a poor prognosis. Somatic mutations in Ptpn11 are the most frequent cause of JMML and they commonly occur in utero. Animal models of mutant Ptpn11 have probed the signaling pathways that contribute to JMML. However, existing models may inappropriately exacerbate MPN features by relying on non-hematopoietic-restricted Cre-loxP strains or transplantations into irradiated recipients. In this study we generate hematopoietic-restricted models of Ptpn11E76K-mediated disease using Csf1r-MCM and Flt3Cre. We show that these animals have indolent MPN progression despite robust GM-CSF hypersensitivity and Ras-Erk hyperactivation. Rather, the dominant pathology is pronounced thrombocytopenia with expanded extramedullary hematopoiesis. Furthermore, we demonstrate that the timing of tamoxifen administration in Csf1r-MCM mice can specifically induce recombinase activity in either fetal or adult hematopoietic progenitors. We take advantage of this technique to show more rapid monocytosis following Ptpn11E76K expression in fetal progenitors compared with adult progenitors. Finally, we demonstrate that Ptpn11E76K results in the progressive reduction of T cells, most notably of CD4+ and naïve T cells. This corresponds to an increased frequency of T cell progenitors in the thymus and may help explain the occasional emergence of T-cell leukemias in JMML patients. Overall, our study is the first to describe the consequences of hematopoietic-restricted Ptpn11E76K expression in the absence of irradiation. Our techniques can be readily adapted by other researchers studying somatically-acquired blood disorders.
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Affiliation(s)
- Stefan P Tarnawsky
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Wen-Mei Yu
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Cheng-Kui Qu
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Rebecca J Chan
- Department of Pediatrics, Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Mervin C Yoder
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Pediatrics, Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA
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40
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Mitochondria, its DNA and telomeres in ageing and human population. Biogerontology 2018; 19:189-208. [DOI: 10.1007/s10522-018-9748-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 02/23/2018] [Indexed: 12/11/2022]
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41
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Carneiro MC, de Castro IP, Ferreira MG. Telomeres in aging and disease: lessons from zebrafish. Dis Model Mech 2017; 9:737-48. [PMID: 27482813 PMCID: PMC4958310 DOI: 10.1242/dmm.025130] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Age is the highest risk factor for some of the most prevalent human diseases, including cancer. Telomere shortening is thought to play a central role in the aging process in humans. The link between telomeres and aging is highlighted by the fact that genetic diseases causing telomerase deficiency are associated with premature aging and increased risk of cancer. For the last two decades, this link has been mostly investigated using mice that have long telomeres. However, zebrafish has recently emerged as a powerful and complementary model system to study telomere biology. Zebrafish possess human-like short telomeres that progressively decline with age, reaching lengths in old age that are observed when telomerase is mutated. The extensive characterization of its well-conserved molecular and cellular physiology makes this vertebrate an excellent model to unravel the underlying relationship between telomere shortening, tissue regeneration, aging and disease. In this Review, we explore the advantages of using zebrafish in telomere research and discuss the primary discoveries made in this model that have contributed to expanding our knowledge of how telomere attrition contributes to cellular senescence, organ dysfunction and disease. Summary: In this Review, the authors explore the advantages of using zebrafish in telomere research and discuss the primary discoveries made in this model that have contributed to expanding our knowledge of how telomere attrition contributes to cellular senescence, organ dysfunction and disease.
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Adams TG, Sumner LE, Casagrande R. Estimating Risk of Hematopoietic Acute Radiation Syndrome in Children. HEALTH PHYSICS 2017; 113:452-457. [PMID: 28968347 DOI: 10.1097/hp.0000000000000720] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Following a radiological terrorist attack or radiation accident, the general public may be exposed to radiation. Historically, modeling efforts have focused on radiation effects on a "reference man"-a 70-kg, 180-cm-tall, 20- to 30-y-old male-which does not adequately reflect radiation hazard to special populations, particularly children. This work examines the radiosensitivity of children with respect to reference man to develop a set of parameters for modeling hematopoetic acute radiation syndrome in children. This analysis was performed using animal studies and the results verified using data from medical studies. Overall, the hematopoietic system in children is much more radiosensitive than that in adults, with the LD50 for children being 56% to 91% of the LD50 of adults, depending on age.
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Affiliation(s)
- Tim G Adams
- *Gryphon Scientific LLC., Takoma Park, MD 20912
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43
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Telomeres, Aging and Exercise: Guilty by Association? Int J Mol Sci 2017; 18:ijms18122573. [PMID: 29186077 PMCID: PMC5751176 DOI: 10.3390/ijms18122573] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 11/24/2017] [Accepted: 11/25/2017] [Indexed: 02/07/2023] Open
Abstract
Telomeres are repetitive tandem DNA sequences that cap chromosomal ends protecting genomic DNA from enzymatic degradation. Telomeres progressively shorten with cellular replication and are therefore assumed to correlate with biological and chronological age. An expanding body of evidence suggests (i) a predictable inverse association between telomere length, aging and age-related diseases and (ii) a positive association between physical activity and telomere length. Both hypotheses have garnered tremendous research attention and broad consensus; however, the evidence for each proposition is inconsistent and equivocal at best. Telomere length does not meet the basic criteria for an aging biomarker and at least 50% of key studies fail to find associations with physical activity. In this review, we address the evidence in support and refutation of the putative associations between telomere length, aging and physical activity. We finish with a brief review of plausible mechanisms and potential future research directions.
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Hastings WJ, Shalev I, Belsky DW. Translating Measures of Biological Aging to Test Effectiveness of Geroprotective Interventions: What Can We Learn from Research on Telomeres? Front Genet 2017; 8:164. [PMID: 29213278 PMCID: PMC5702647 DOI: 10.3389/fgene.2017.00164] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 10/16/2017] [Indexed: 11/13/2022] Open
Abstract
Intervention studies in animals suggest molecular changes underlying age-related disease and disability can be slowed or reversed. To speed translation of these so-called "geroprotective" therapies to prevent age-related disease and disability in humans, biomarkers are needed that can track changes in the rate of human aging over the course of intervention trials. Algorithm methods that measure biological processes of aging from combinations of DNA methylation marks or clinical biomarkers show promise. To identify next steps for establishing utility of these algorithm-based measures of biological aging for geroprotector trials, we considered the history a candidate biomarker of aging that has received substantial research attention, telomere length. Although telomere length possesses compelling biology to recommend it as a biomarker of aging, mixed research findings have impeded clinical and epidemiologic translation. Strengths of telomeres that should be established for algorithm biomarkers of aging are correlation with chronological age across the lifespan, prediction of disease, disability, and early death, and responsiveness to risk and protective exposures. Key challenges in telomere research that algorithm biomarkers of aging must address are measurement precision and reliability, establishing links between longitudinal rates of change across repeated measurements and aging outcomes, and clarity over whether the biomarker is a causal mechanism of aging. These strengths and challenges suggest a research agenda to advance translation of algorithm-based aging biomarkers: establish validity in young-adult and midlife individuals; test responsiveness to exposures that shorten or extend healthy lifespan; and conduct repeated-measures longitudinal studies to test differential rates of change.
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Affiliation(s)
- Waylon J Hastings
- Department of Biobehavioral Health, Pennsylvania State University, State College, PA, United States
| | - Idan Shalev
- Department of Biobehavioral Health, Pennsylvania State University, State College, PA, United States
| | - Daniel W Belsky
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, United States.,Center for the Study of Aging and Human Development, Duke University, Durham, NC, United States
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45
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Lin A, Arnold BF, Mertens AN, Lin J, Benjamin-Chung J, Ali S, Hubbard AE, Stewart CP, Shoab AK, Rahman MZ, Hossen MS, Mutsuddi P, Famida SL, Akther S, Rahman M, Unicomb L, Dhabhar FS, Fernald LCH, Colford JM, Luby SP. Effects of water, sanitation, handwashing, and nutritional interventions on telomere length among children in a cluster-randomized controlled trial in rural Bangladesh. eLife 2017; 6:29365. [PMID: 28980942 PMCID: PMC5675593 DOI: 10.7554/elife.29365] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 10/03/2017] [Indexed: 01/17/2023] Open
Abstract
Background: Shorter childhood telomere length (TL) and more rapid TL attrition are widely regarded as manifestations of stress. However, the potential effects of health interventions on child TL are unknown. We hypothesized that a water, sanitation, handwashing (WSH), and nutritional intervention would slow TL attrition during the first two years of life. Methods: In a trial in rural Bangladesh, we randomized geographical clusters of pregnant women into individual water treatment, sanitation, handwashing, nutrition, combined WSH, combined nutrition plus WSH (N + WSH), or control arms. We conducted a substudy enrolling children from the control arm and the N + WSH intervention arm. Participants and outcome assessors were not masked; analyses were masked. Relative TL was measured at 1 and 2 years after intervention, and the change in relative TL was reported. Analysis was intention-to-treat. Results: Between May 2012 and July 2013, in the overall trial, we randomized 720 geographical clusters of 5551 pregnant women to a control or an intervention arm. In this substudy, after 1 year of intervention, we assessed a total of 662 children (341 intervention and 321 control) and 713 children after 2 years of intervention (383 intervention and 330 control). Children in the intervention arm had significantly shorter relative TL compared with controls after 1 year of intervention (difference −163 base pairs (bp), p=0.001). Between years 1 and 2, TL increased in the intervention arm (+76 bp) and decreased in the controls (−23 bp) (p=0.050). After 2 years, there was no difference between the arms (p=0.305). Conclusions: Our unexpected finding of increased telomere attrition during the first year of life in the intervention group suggests that rapid telomere attrition during this critical period could reflect the improved growth in the intervention group, rather than accumulated stress. Funding: Funded by The Bill and Melinda Gates Foundation. Clinical trial number: NCT01590095. Stress negatively affects health by causing changes in cells. As a result, excess stress may predispose people to fall ill more often or age faster. It is difficult to measure stress. Some studies suggest that measuring the ends of chromosomes, known as telomeres, may be one way to measure stress. Like the plastic tips on shoelaces, telomeres protect chromosomes from fraying. All peoples’ telomeres shorten over their lifetime with each cell division. Many studies show that telomeres shorten faster in people who experience more stress. When telomeres become too short, cells die faster without being replaced, and the body ages. Most studies on telomere length have looked at adults. Few studies have looked at children early in life or asked whether there are ways to intervene to stop or reverse stress-related telomere shortening. The first two years of life are a crucial period for the developing brain and immune system, which could set children on a lifelong course toward health or disease. Young children living in low-resource settings often encounter many sources of stress, like poor nutrition, infectious diseases or violence. Studies are needed to determine if interventions in early childhood aimed at reducing some sources of stress improve telomere length or long-term health. Now, Lin et al. show that interventions to provide safe water, sanitation, handwashing facilities, and better nutrition to children in rural Bangladesh unexpectedly shortened telomeres. As part of a larger study, pregnant women in rural Bangladesh were divided, at random, into groups. One group received a suite of interventions, which included more sanitary toilets, handwashing facilities, and nutritional supplements for their infants. Another group served as a control and did not receive this extra help. Lin et al. looked at telomere length, growth, and infections in a subset of 713 children whose mothers participated in the study. Children who got the extra help grew faster and were less likely to get diarrhea or parasitic infections than the children in the control group. Unexpectedly, children in the intervention group had shorter telomeres at 14 months of age than the children in the control group. Lin et al. suggest that the telomere shortening in the intervention group might be a consequence of rapid growth and immune system development in the first year of life rather than resulting from biological stress. More studies are needed to ask whether telomere shortening is indeed linked to faster growth and development early in life. The strong and unexpected findings highlight how little is known about how the length of telomeres can be used to predict future health or disease. Interpreting the length of telomeres over a person’s lifetime could prove more nuanced than originally thought.
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Affiliation(s)
- Audrie Lin
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Benjamin F Arnold
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Andrew N Mertens
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Jue Lin
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, United States
| | - Jade Benjamin-Chung
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Shahjahan Ali
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Alan E Hubbard
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Christine P Stewart
- Department of Nutrition, University of California, Davis, Davis, United States
| | - Abul K Shoab
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Md Ziaur Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Md Saheen Hossen
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Palash Mutsuddi
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Syeda L Famida
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Salma Akther
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Mahbubur Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Leanne Unicomb
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Firdaus S Dhabhar
- Sylvester Comprehensive Cancer Center, Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, United States
| | - Lia C H Fernald
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - John M Colford
- School of Public Health, University of California, Berkeley, Berkeley, United States
| | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, United States
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46
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Sack MN, Fyhrquist FY, Saijonmaa OJ, Fuster V, Kovacic JC. Basic Biology of Oxidative Stress and the Cardiovascular System: Part 1 of a 3-Part Series. J Am Coll Cardiol 2017; 70:196-211. [PMID: 28683968 DOI: 10.1016/j.jacc.2017.05.034] [Citation(s) in RCA: 161] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 04/24/2017] [Accepted: 05/10/2017] [Indexed: 01/18/2023]
Abstract
The generation of reactive oxygen species (ROS) is a fundamental aspect of normal human biology. However, when ROS generation exceeds endogenous antioxidant capacity, oxidative stress arises. If unchecked, ROS production and oxidative stress mediate tissue and cell damage that can spiral in a cycle of inflammation and more oxidative stress. This article is part 1 of a 3-part series covering the role of oxidative stress in cardiovascular disease. The broad theme of this first paper is the mechanisms and biology of oxidative stress. Specifically, the authors review the basic biology of oxidative stress, relevant aspects of mitochondrial function, and stress-related cell death pathways (apoptosis and necrosis) as they relate to the heart and cardiovascular system. They then explore telomere biology and cell senescence. As important regulators and sensors of oxidative stress, telomeres are segments of repetitive nucleotide sequence at each end of a chromosome that protect the chromosome ends from deterioration.
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Affiliation(s)
- Michael N Sack
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland.
| | | | | | - Valentin Fuster
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Marie-Josée and Henry R. Kravis Cardiovascular Health Center, Icahn School of Medicine at Mount Sinai, New York, New York; Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Jason C Kovacic
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
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47
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Ariffin H, Azanan MS, Abd Ghafar SS, Oh L, Lau KH, Thirunavakarasu T, Sedan A, Ibrahim K, Chan A, Chin TF, Liew FF, Jeyamogan S, Rosli ES, Baharudin R, Yap TY, Skinner R, Lum SH, Hainaut P. Young adult survivors of childhood acute lymphoblastic leukemia show evidence of chronic inflammation and cellular aging. Cancer 2017; 123:4207-4214. [PMID: 28654149 DOI: 10.1002/cncr.30857] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 05/28/2017] [Accepted: 05/29/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Large epidemiologic studies have reported the premature onset of age-related conditions, such as ischemic heart disease and diabetes mellitus, in childhood cancer survivors, decades earlier than in their peers. The authors investigated whether young adult survivors of childhood acute lymphoblastic leukemia (ALL) have a biologic phenotype of cellular ageing and chronic inflammation. METHODS Plasma inflammatory cytokines were measured using a cytometric bead array in 87 asymptomatic young adult survivors of childhood ALL (median age, 25 years; age range, 18-35 years) who attended annual follow-up clinic and compared with healthy, age-matched and sex-matched controls. Leukocyte telomere length (LTL) was measured using Southern blot analysis. RESULTS Survivors had significant elevation of plasma interleukin-2 (IL-2), IL-10, IL-17a, and high-sensitivity C-reactive protein levels (all P < .05). A raised high-sensitivity C-reactive protein level (>0.8 mg/dL) was related to increased odds of having metabolic syndrome (odds ratio, 7.256; 95% confidence interval, 1.501-35.074). Survivors also had significantly shorter LTL compared with controls (median, 9866 vs 10,392 base pairs; P = .021). Compared with published data, LTL in survivors was similar to that in healthy individuals aged 20 years older. Survivors who received cranial irradiation had shorter LTL compared with those who had not (P = .013). CONCLUSIONS Asymptomatic young adult survivors of childhood ALL demonstrate a biologic profile of chronic inflammation and telomere attrition, consistent with an early onset of cellular processes that drive accelerated aging. These processes may explain the premature development of age-related chronic conditions in childhood cancer survivors. Understanding their molecular basis may facilitate targeted interventions to disrupt the accelerated aging process and its long-term impact on overall health. Cancer 2017;123:4207-4214. © 2017 American Cancer Society.
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Affiliation(s)
- Hany Ariffin
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mohamad Shafiq Azanan
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | | | - Lixian Oh
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Kee Hie Lau
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | | | - Atiqah Sedan
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Kamariah Ibrahim
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Adelyne Chan
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Tong Foh Chin
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Fong Fong Liew
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Shareni Jeyamogan
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Erda Syerena Rosli
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Rashidah Baharudin
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Tsiao Yi Yap
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Roderick Skinner
- Department of Pediatric and Adolescent Hematology/Oncology, Royal Victoria Infirmary, Newcastle upon Tyne Hospitals, University of Newcastle, Newcastle, United Kingdom
| | - Su Han Lum
- Department of Pediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Pierre Hainaut
- Institute of Advanced Biosciences, University of Grenoble-Alpes, Grenoble, France
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48
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Liggett LA, DeGregori J. Changing mutational and adaptive landscapes and the genesis of cancer. Biochim Biophys Acta Rev Cancer 2017; 1867:84-94. [PMID: 28167050 DOI: 10.1016/j.bbcan.2017.01.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Revised: 01/27/2017] [Accepted: 01/28/2017] [Indexed: 12/31/2022]
Abstract
By the time the process of oncogenesis has produced an advanced cancer, tumor cells have undergone extensive evolution. The cellular phenotypes resulting from this evolution have been well studied, and include accelerated growth rates, apoptosis resistance, immortality, invasiveness, and immune evasion. Yet with all of our current knowledge of tumor biology, the details of early oncogenesis have been difficult to observe and understand. Where different oncogenic mutations may work together to enhance the survival of a tumor cell, in isolation they are often pro-apoptotic, pro-differentiative or pro-senescent, and therefore often, somewhat paradoxically, disadvantageous to a cell. It is also becoming clear that somatic mutations, including those in known oncogenic drivers, are common in tissues starting at a young age. These observations raise the question: how do we largely avoid cancer for most of our lives? Here we propose that evolutionary forces can help explain this paradox. As humans and other organisms age or experience external insults such as radiation or smoking, the structure and function of tissues progressively degrade, resulting in altered stem cell niche microenvironments. As tissue integrity declines, it becomes less capable of supporting and maintaining resident stem cells. These stem cells then find themselves in a microenvironment to which they are poorly adapted, providing a competitive advantage to those cells that can restore their functionality and fitness through mutations or epigenetic changes. The resulting oncogenic clonal expansions then increase the odds of further cancer progression. Understanding how the causes of cancer, such as aging or smoking, affect tissue microenvironments to control the impact of mutations on somatic cell fitness can help reconcile the discrepancy between marked mutation accumulation starting early in life and the somatic evolution that leads to cancer at advanced ages or following carcinogenic insults. This article is part of a Special Issue entitled: Evolutionary principles - heterogeneity in cancer?, edited by Dr. Robert A. Gatenby.
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Affiliation(s)
- L Alexander Liggett
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - James DeGregori
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO 80045, United States; Integrated Department of Immunology, University of Colorado School of Medicine, Aurora, CO 80045, United States; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States; Department of Medicine, Section of Hematology, University of Colorado School of Medicine, Aurora, CO 80045, United States.
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49
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Wang R, An C, Wang J, Wang Y, Song M, Li N, Chen Y, Sun F, Chen X, Wang X. Earthquake Experience at Different Trimesters during Pregnancy Is Associated with Leukocyte Telomere Length and Long-term Health in Adulthood. Front Psychiatry 2017; 8:208. [PMID: 29085308 PMCID: PMC5650723 DOI: 10.3389/fpsyt.2017.00208] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 10/03/2017] [Indexed: 11/13/2022] Open
Abstract
Leukocyte telomere length (LTL) is a predictor of age-related diseases, cancer, and even early mortality. Prenatal stress experience has been suggested to associate with short LTL and an increased disease risk in adult life. The present study aimed to evaluate the 39-year effects of prenatal earthquake stress (PES) exposure on LTL and increased age-related disease risk in adulthood. Here, we compared the LTL in the subjects who were exposed to PES to healthy controls (CN) and evaluated whether stress exposure at different times during pregnancy is associated with a shorter LTL and long-term health conditions in adulthood. LTL was measured in 100 adults who experienced the 1976 7.8 Richter scale Tangshan earthquake of the Hebei province in utero and divided them into first, second, and third trimester groups according to the exposure timing during pregnancy. A total of 80 healthy volunteers from Shijiazhuang of the Hebei province were also assessed for their LTL. The telomere-to-single copy gene (T/S) ratio of the PES group (0.78 ± 0.06, p = 0.04) showed a significantly lower LTL than the CN group (0.97 ± 0.08). The results of the LTL analysis indicated that the subjects who experienced PES in the second (0.69 ± 0.09, p = 0.04) or third trimester (0.67 ± 0.76, p = 0.02) showed significantly shorter LTLs compared with those in the first trimester group (0.99 ± 0.12). A fully adjusted regression model indicated the same conclusions. In addition, we found that systolic pressure (SBP; 129.32 ± 14.86 mmHg, p = 0.041), body mass index (BMI; 22.54 ± 2.71, p = 0.046), and low-density lipoprotein (LDL; 3.09 ± 0.98 mmol/L, p = 0.048) in the subjects with PES were significantly higher than those measurements in the CN subjects (SBP; 122.06 ± 10.55 mmHg; BMI; 20.24 ± 2.13; LDL; 2.91 ± 0.76 mmol/L), and there was a significant negative correlation between an increased adult hypertension risk and a shorter LTL.
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Affiliation(s)
- Ran Wang
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Cuixia An
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jincheng Wang
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yumei Wang
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Mei Song
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Na Li
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yanan Chen
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Feifei Sun
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xingshi Chen
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Xueyi Wang
- Department of Psychiatry, The First Hospital of Hebei Medical University, Shijiazhuang, China.,Mental Health Institute of Hebei Medical University, Shijiazhuang, China.,Brain Ageing and Cognitive Neuroscience Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, China
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Hammadah M, Al Mheid I, Wilmot K, Ramadan R, Abdelhadi N, Alkhoder A, Obideen M, Pimple PM, Levantsevych O, Kelli HM, Shah A, Sun YV, Pearce B, Kutner M, Long Q, Ward L, Ko YA, Hosny Mohammed K, Lin J, Zhao J, Bremner JD, Kim J, Waller EK, Raggi P, Sheps D, Quyyumi AA, Vaccarino V. Telomere Shortening, Regenerative Capacity, and Cardiovascular Outcomes. Circ Res 2016; 120:1130-1138. [PMID: 27956416 PMCID: PMC5376244 DOI: 10.1161/circresaha.116.309421] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 11/22/2016] [Accepted: 12/12/2016] [Indexed: 01/04/2023]
Abstract
RATIONALE Leukocyte telomere length (LTL) is a biological marker of aging, and shorter LTL is associated with adverse cardiovascular outcomes. Reduced regenerative capacity has been proposed as a mechanism. Bone marrow-derived circulating progenitor cells are involved in tissue repair and regeneration. OBJECTIVE Main objective of this study was to examine the relationship between LTL and progenitor cells and their impact on adverse cardiovascular outcomes. METHODS AND RESULTS We measured LTL by quantitative polymerase chain reaction in 566 outpatients (age: 63±9 years; 76% men) with coronary artery disease. Circulating progenitor cells were enumerated by flow cytometry. After adjustment for age, sex, race, body mass index, smoking status, and previous myocardial infarction, a shorter LTL was associated with a lower CD34+ cell count: for each 10% shorter LTL, CD34+ levels were 5.2% lower (P<0.001). After adjustment for the aforementioned factors, both short LTL (<Q1) and low CD34+ levels (<Q1) predicted adverse cardiovascular outcomes (death, myocardial infarction, coronary revascularization, or cerebrovascular events) independently of each other, with a hazard ratio of 1.8 and 95% confidence interval of 1.1 to 2.0, and a hazard ratio of 2.1 and 95% confidence interval of 1.3 to 3.0, respectively, comparing Q1 to Q2-4. Patients who had both short LTL (<Q1) and low CD34+ cell count (<Q1) had the greatest risk of adverse outcomes (hazard ratio =3.5; 95% confidence interval, 1.7-7.1). CONCLUSIONS Although shorter LTL is associated with decreased regenerative capacity, both LTL and circulating progenitor cell levels are independent and additive predictors of adverse cardiovascular outcomes in coronary artery disease patients. Our results suggest that both biological aging and reduced regenerative capacity contribute to cardiovascular events, independent of conventional risk factors.
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Affiliation(s)
- Muhammad Hammadah
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Ibhar Al Mheid
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Kobina Wilmot
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Ronnie Ramadan
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Naser Abdelhadi
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Ayman Alkhoder
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Malik Obideen
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Pratik M Pimple
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Oleksiy Levantsevych
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Heval M Kelli
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Amit Shah
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Yan V Sun
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Brad Pearce
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Michael Kutner
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Qi Long
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Laura Ward
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Yi-An Ko
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Kareem Hosny Mohammed
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Jue Lin
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Jinying Zhao
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - J Douglas Bremner
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Jinhee Kim
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Edmund K Waller
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Paolo Raggi
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - David Sheps
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Arshed A Quyyumi
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.)
| | - Viola Vaccarino
- From the Division of Cardiology, Department of Medicine (M.H., I.A.M., K.W., R.R., N.A., A.A., M.O., H.M.K., A.S., K.H.M., A.A.Q., V.V.) and Department of Psychiatry and Behavioral Sciences (J.D.B.), Emory University School of Medicine, Atlanta, GA; Department of Epidemiology, Rollins School of Public Health (P.M.P., O.L., A.S., Y.V.S., B.P., V.V.), Department of Biostatistics and Bioinformatics, Rollins School of Public Health (Y.V.S., M.K., Q.L., L.W., Y.-A.K.), and Department of Hematology and Oncology, Winship Cancer Institute (J.K., E.K.W.), Emory University, Atlanta, GA; Department of Biochemistry and Biophysics, University of California, San Francisco (J.L.); Department of Epidemiology, Tulane University School of Public Health, New Orleans, LA (J.Z.); Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Canada (P.R.); and Department of Epidemiology, University of Florida, Gainesville (D.S.).
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