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  2. Matching Content Categories
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  4. Monthly Traffic Estimate
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  7. Topics
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We are analyzing https://link.springer.com/article/10.1186/s13059-015-0584-6.

Title:
DNA methylation age of blood predicts all-cause mortality in later life | Genome Biology
Description:
Background DNA methylation levels change with age. Recent studies have identified biomarkers of chronological age based on DNA methylation levels. It is not yet known whether DNA methylation age captures aspects of biological age. Results Here we test whether differences between people’s chronological ages and estimated ages, DNA methylation age, predict all-cause mortality in later life. The difference between DNA methylation age and chronological age (Δage) was calculated in four longitudinal cohorts of older people. Meta-analysis of proportional hazards models from the four cohorts was used to determine the association between Δage and mortality. A 5-year higher Δage is associated with a 21% higher mortality risk, adjusting for age and sex. After further adjustments for childhood IQ, education, social class, hypertension, diabetes, cardiovascular disease, and APOE e4 status, there is a 16% increased mortality risk for those with a 5-year higher Δage. A pedigree-based heritability analysis of Δage was conducted in a separate cohort. The heritability of Δage was 0.43. Conclusions DNA methylation-derived measures of accelerated aging are heritable traits that predict mortality independently of health status, lifestyle factors, and known genetic factors.
Website Age:
28 years and 1 months (reg. 1997-05-29).

Matching Content Categories {📚}

  • Education
  • Science
  • Health & Fitness

Content Management System {📝}

What CMS is link.springer.com built with?

Custom-built

No common CMS systems were detected on Link.springer.com, and no known web development framework was identified.

Traffic Estimate {📈}

What is the average monthly size of link.springer.com audience?

🌠 Phenomenal Traffic: 5M - 10M visitors per month


Based on our best estimate, this website will receive around 7,625,932 visitors per month in the current month.

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How Does Link.springer.com Make Money? {💸}

We find it hard to spot revenue streams.

While many websites aim to make money, others are created to share knowledge or showcase creativity. People build websites for various reasons. This could be one of them. Link.springer.com might be plotting its profit, but the way they're doing it isn't detectable yet.

Keywords {🔍}

age, methylation, lbc, dna, pubmed, mortality, article, δage, study, google, scholar, blood, years, research, chronological, cohort, cell, health, data, aging, hannum, horvath, additional, participants, samples, university, usa, cohorts, nas, naive, central, cas, predictor, lothian, sex, fhs, diabetes, disease, factors, probes, file, cognitive, analysis, models, epigenetic, birth, adjusted, cells, model, edinburgh,

Topics {✒️}

ra+ il7 receptor + cells contributed reagents/materials/analysis tools article download pdf central memory high-performance computational capabilities european genome-phenome archive epigenome-wide association studies kaplan-meier survival curves significant negative relationship age-dependent dna methylation cross-council lifelong health cooperative studies program/eric methylation array derived maintain vital-status information methylation beta-values generated pseudo-independent relative pair community-based longitudinal study stage age-stratified algorithm illumina-type background correction world health organization health contract n01-hc-25195 late-life baseline waves major health-related outcomes dna methylation-based δage molecular biology/genetics cohort specific figures general register office long-term mortality risk framingham heart study medical research council pedigree-based heritability analysis privacy choices/manage cookies dna methylation analysis lothian birth cohort dna methylation levels houseman ea christensen bc deary contributed equally written informed consent single nucleotide polymorphisms dna methylation vary dna methylation measurement dna methylation quantification methylation age acceleration agricultural research service methylation beta values meta-analyzed hazards ratio dna methylation age full access normative aging study

Questions {❓}

  • DNA methylation studies using twins: what are they telling us?
  • Do conscientious individuals live longer?

Schema {🗺️}

WebPage:
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         headline:DNA methylation age of blood predicts all-cause mortality in later life
         description:DNA methylation levels change with age. Recent studies have identified biomarkers of chronological age based on DNA methylation levels. It is not yet known whether DNA methylation age captures aspects of biological age. Here we test whether differences between people’s chronological ages and estimated ages, DNA methylation age, predict all-cause mortality in later life. The difference between DNA methylation age and chronological age (Δage) was calculated in four longitudinal cohorts of older people. Meta-analysis of proportional hazards models from the four cohorts was used to determine the association between Δage and mortality. A 5-year higher Δage is associated with a 21% higher mortality risk, adjusting for age and sex. After further adjustments for childhood IQ, education, social class, hypertension, diabetes, cardiovascular disease, and APOE e4 status, there is a 16% increased mortality risk for those with a 5-year higher Δage. A pedigree-based heritability analysis of Δage was conducted in a separate cohort. The heritability of Δage was 0.43. DNA methylation-derived measures of accelerated aging are heritable traits that predict mortality independently of health status, lifestyle factors, and known genetic factors.
         datePublished:2015-01-30T00:00:00Z
         dateModified:2015-01-30T00:00:00Z
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         pageEnd:12
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            Methylation Array
            Normative Aging Study
            Lothian Birth Cohort
            Mortality Ascertainment
            Animal Genetics and Genomics
            Human Genetics
            Plant Genetics and Genomics
            Microbial Genetics and Genomics
            Bioinformatics
            Evolutionary Biology
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ScholarlyArticle:
      headline:DNA methylation age of blood predicts all-cause mortality in later life
      description:DNA methylation levels change with age. Recent studies have identified biomarkers of chronological age based on DNA methylation levels. It is not yet known whether DNA methylation age captures aspects of biological age. Here we test whether differences between people’s chronological ages and estimated ages, DNA methylation age, predict all-cause mortality in later life. The difference between DNA methylation age and chronological age (Δage) was calculated in four longitudinal cohorts of older people. Meta-analysis of proportional hazards models from the four cohorts was used to determine the association between Δage and mortality. A 5-year higher Δage is associated with a 21% higher mortality risk, adjusting for age and sex. After further adjustments for childhood IQ, education, social class, hypertension, diabetes, cardiovascular disease, and APOE e4 status, there is a 16% increased mortality risk for those with a 5-year higher Δage. A pedigree-based heritability analysis of Δage was conducted in a separate cohort. The heritability of Δage was 0.43. DNA methylation-derived measures of accelerated aging are heritable traits that predict mortality independently of health status, lifestyle factors, and known genetic factors.
      datePublished:2015-01-30T00:00:00Z
      dateModified:2015-01-30T00:00:00Z
      pageStart:1
      pageEnd:12
      license:http://creativecommons.org/licenses/by/4.0/
      sameAs:https://doi.org/10.1186/s13059-015-0584-6
      keywords:
         Framingham Heart Study
         Methylation Array
         Normative Aging Study
         Lothian Birth Cohort
         Mortality Ascertainment
         Animal Genetics and Genomics
         Human Genetics
         Plant Genetics and Genomics
         Microbial Genetics and Genomics
         Bioinformatics
         Evolutionary Biology
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         name:BioMed Central
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            url:https://www.springernature.com/app-sn/public/images/logo-springernature.png
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      author:
            name:Riccardo E Marioni
            affiliation:
                  name:University of Edinburgh
                  address:
                     name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
                     type:PostalAddress
                  type:Organization
                  name:University of Edinburgh
                  address:
                     name:Medical Genetics Section, Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
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                  type:Organization
                  name:The University of Queensland
                  address:
                     name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
                     type:PostalAddress
                  type:Organization
            type:Person
            name:Sonia Shah
            affiliation:
                  name:The University of Queensland
                  address:
                     name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
                     type:PostalAddress
                  type:Organization
                  name:The University of Queensland
                  address:
                     name:University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
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            name:Allan F McRae
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            address:
               name:Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Australia
               type:PostalAddress
            type:Organization
      name:Grant W Montgomery
      affiliation:
            name:Queensland Institute of Medical Research Berghofer Medical Research Institute
            address:
               name:Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Australia
               type:PostalAddress
            type:Organization
      name:Andrew P Feinberg
      affiliation:
            name:Johns Hopkins University School of Medicine
            address:
               name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
               type:PostalAddress
            type:Organization
            name:Johns Hopkins University School of Medicine
            address:
               name:Departments of Medicine, Molecular Biology/Genetics, Oncology, and Biostatistics, Johns Hopkins University School of Medicine, Baltimore, USA
               type:PostalAddress
            type:Organization
      name:M Daniele Fallin
      affiliation:
            name:Johns Hopkins University School of Medicine
            address:
               name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
               type:PostalAddress
            type:Organization
            name:Johns Hopkins University Bloomberg School of Public Health
            address:
               name:Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
               type:PostalAddress
            type:Organization
      name:Michael L Multhaup
      affiliation:
            name:Johns Hopkins University School of Medicine
            address:
               name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
               type:PostalAddress
            type:Organization
      name:Andrew E Jaffe
      affiliation:
            name:Johns Hopkins University Bloomberg School of Public Health
            address:
               name:Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
               type:PostalAddress
            type:Organization
            name:Lieber Institute for Brain Development
            address:
               name:Lieber Institute for Brain Development, Baltimore, USA
               type:PostalAddress
            type:Organization
      name:Roby Joehanes
      affiliation:
            name:The NHLBI’s Framingham Heart Study
            address:
               name:The NHLBI’s Framingham Heart Study, Framingham, USA
               type:PostalAddress
            type:Organization
            name:Harvard Medical School
            address:
               name:Harvard Medical School, Boston, USA
               type:PostalAddress
            type:Organization
            name:Hebrew Senior Life
            address:
               name:Hebrew Senior Life, Boston, USA
               type:PostalAddress
            type:Organization
      name:Joel Schwartz
      affiliation:
            name:Harvard T.H. Chan School of Public Health
            address:
               name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
            name:Harvard T.H. Chan School of Public Health
            address:
               name:Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
      name:Allan C Just
      affiliation:
            name:Harvard T.H. Chan School of Public Health
            address:
               name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
      name:Kathryn L Lunetta
      affiliation:
            name:The NHLBI’s Framingham Heart Study
            address:
               name:The NHLBI’s Framingham Heart Study, Framingham, USA
               type:PostalAddress
            type:Organization
            name:Boston University School of Public Health
            address:
               name:Department of Biostatistics, Boston University School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
      name:Joanne M Murabito
      affiliation:
            name:The NHLBI’s Framingham Heart Study
            address:
               name:The NHLBI’s Framingham Heart Study, Framingham, USA
               type:PostalAddress
            type:Organization
            name:Boston University School of Medicine
            address:
               name:Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, Boston, USA
               type:PostalAddress
            type:Organization
      name:John M Starr
      affiliation:
            name:University of Edinburgh
            address:
               name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
               type:PostalAddress
            type:Organization
            name:University of Edinburgh
            address:
               name:Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK
               type:PostalAddress
            type:Organization
      name:Steve Horvath
      affiliation:
            name:University of California Los Angeles
            address:
               name:Human Genetics, Gonda Research Center, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
               type:PostalAddress
            type:Organization
            name:University of California Los Angeles
            address:
               name:Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, USA
               type:PostalAddress
            type:Organization
      name:Andrea A Baccarelli
      affiliation:
            name:Harvard T.H. Chan School of Public Health
            address:
               name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
            name:Harvard T.H. Chan School of Public Health
            address:
               name:Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
               type:PostalAddress
            type:Organization
      name:Daniel Levy
      affiliation:
            name:The NHLBI’s Framingham Heart Study
            address:
               name:The NHLBI’s Framingham Heart Study, Framingham, USA
               type:PostalAddress
            type:Organization
            name:Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute
            address:
               name:Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, USA
               type:PostalAddress
            type:Organization
      name:Peter M Visscher
      affiliation:
            name:University of Edinburgh
            address:
               name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
               type:PostalAddress
            type:Organization
            name:The University of Queensland
            address:
               name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
               type:PostalAddress
            type:Organization
            name:The University of Queensland
            address:
               name:University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
               type:PostalAddress
            type:Organization
      name:Naomi R Wray
      affiliation:
            name:The University of Queensland
            address:
               name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
               type:PostalAddress
            type:Organization
      email:[email protected]
      name:Ian J Deary
      affiliation:
            name:University of Edinburgh
            address:
               name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
               type:PostalAddress
            type:Organization
            name:University of Edinburgh
            address:
               name:Department of Psychology, University of Edinburgh, Edinburgh, UK
               type:PostalAddress
            type:Organization
      email:[email protected]
PostalAddress:
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Medical Genetics Section, Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
      name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
      name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
      name:University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
      name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
      name:University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
      name:The NHLBI’s Framingham Heart Study, Framingham, USA
      name:Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, USA
      name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Medical Genetics Section, Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
      name:Wellcome Trust Clinical Research Facility, University of Edinburgh, Western General Hospital, Edinburgh, UK
      name:Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Australia
      name:Department of Psychology, University of Edinburgh, Edinburgh, UK
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Department of Psychology, University of Edinburgh, Edinburgh, UK
      name:Department of Psychology, University of Edinburgh, Edinburgh, UK
      name:Department of Psychology, University of Edinburgh, Edinburgh, UK
      name:Wellcome Trust Clinical Research Facility, University of Edinburgh, Western General Hospital, Edinburgh, UK
      name:Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Australia
      name:Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Australia
      name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
      name:Departments of Medicine, Molecular Biology/Genetics, Oncology, and Biostatistics, Johns Hopkins University School of Medicine, Baltimore, USA
      name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
      name:Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
      name:Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, USA
      name:Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
      name:Lieber Institute for Brain Development, Baltimore, USA
      name:The NHLBI’s Framingham Heart Study, Framingham, USA
      name:Harvard Medical School, Boston, USA
      name:Hebrew Senior Life, Boston, USA
      name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
      name:Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
      name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
      name:The NHLBI’s Framingham Heart Study, Framingham, USA
      name:Department of Biostatistics, Boston University School of Public Health, Boston, USA
      name:The NHLBI’s Framingham Heart Study, Framingham, USA
      name:Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, Boston, USA
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK
      name:Human Genetics, Gonda Research Center, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
      name:Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, USA
      name:Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA
      name:Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
      name:The NHLBI’s Framingham Heart Study, Framingham, USA
      name:Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, USA
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
      name:University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
      name:Queensland Brain Institute, The University of Queensland, Brisbane, Australia
      name:Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
      name:Department of Psychology, University of Edinburgh, Edinburgh, UK

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