The epigenetic clock is correlated with physical and cognitive fitness in the Lothian Birth Cohort 1936

被引:398
作者
Marioni, Riccardo E. [1 ,2 ,3 ]
Shah, Sonia [3 ,4 ]
McRae, Allan F. [3 ,4 ]
Ritchie, Stuart J. [1 ,5 ]
Muniz-Terrera, Graciela [6 ]
Harris, Sarah E. [1 ,2 ]
Gibson, Jude [7 ]
Redmond, Paul [5 ]
Cox, Simon R. [1 ,5 ]
Pattie, Alison [5 ]
Corley, Janie [5 ]
Taylor, Adele [5 ]
Murphy, Lee [7 ]
Starr, John M. [1 ,8 ]
Horvath, Steve [9 ]
Visscher, Peter M. [1 ,3 ,4 ]
Wray, Naomi R. [4 ]
Deary, Ian J. [1 ,5 ]
机构
[1] Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, Edinburgh EH8 9JZ, Midlothian, Scotland
[2] Univ Edinburgh, Ctr Genom & Expt Med, Edinburgh EH8 9JZ, Midlothian, Scotland
[3] Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
[4] Univ Queensland, Translat Res Inst, Brisbane, Qld, Australia
[5] Univ Edinburgh, Dept Psychol, Edinburgh, Midlothian, Scotland
[6] MRC Unit Lifelong Hlth & Ageing, London, England
[7] Univ Edinburgh, Wellcome Trust Clin Res Facil, Edinburgh, Midlothian, Scotland
[8] Univ Edinburgh, Alzheimer Scotland Dementia Res Ctr, Edinburgh, Midlothian, Scotland
[9] Univ Calif Los Angeles, David Geffen Sch Med, Gonda Res Ctr, Los Angeles, CA 90095 USA
基金
澳大利亚国家健康与医学研究理事会; 英国生物技术与生命科学研究理事会; 英国医学研究理事会; 英国经济与社会研究理事会; 英国惠康基金;
关键词
epigenetic clock; fitness; longitudinal; DNA methylation; cognitive function; DNA METHYLATION AGE; ALL-CAUSE-MORTALITY; TELOMERE LENGTH; FOLLOW-UP; INTELLIGENCE; HEALTH; LIFE; BLOOD;
D O I
10.1093/ije/dyu277
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: The DNA methylation-based 'epigenetic clock' correlates strongly with chronological age, but it is currently unclear what drives individual differences. We examine cross-sectional and longitudinal associations between the epigenetic clock and four mortality-linked markers of physical and mental fitness: lung function, walking speed, grip strength and cognitive ability. Methods: DNA methylation-based age acceleration (residuals of the epigenetic clock estimate regressed on chronological age) were estimated in the Lothian Birth Cohort 1936 at ages 70 (n = 920), 73 (n = 299) and 76 (n = 273) years. General cognitive ability, walking speed, lung function and grip strength were measured concurrently. Cross-sectional correlations between age acceleration and the fitness variables were calculated. Longitudinal change in the epigenetic clock estimates and the fitness variables were assessed via linear mixed models and latent growth curves. Epigenetic age acceleration at age 70 was used as a predictor of longitudinal change in fitness. Epigenome-wide association studies (EWASs) were conducted on the four fitness measures. Results: Cross-sectional correlations were significant between greater age acceleration and poorer performance on the lung function, cognition and grip strength measures (r range: -0.07 to -0.05, P range: 9.7 x 10(-3) to 0.024). All of the fitness variables declined over time but age acceleration did not correlate with subsequent change over 6 years. There were no EWAS hits for the fitness traits. Conclusions: Markers of physical and mental fitness are associated with the epigenetic clock (lower abilities associated with age acceleration). However, age acceleration does not associate with decline in these measures, at least over a relatively short follow-up.
引用
收藏
页码:1388 / 1396
页数:9
相关论文
共 34 条
[1]  
[Anonymous], IMERTEST TESTS RANDO
[2]  
Bassuk SS, 2000, AM J EPIDEMIOL, V151, P676
[3]  
Bates D., 2015, J. Stat. Softw, V67, P1, DOI [10.1080/10705511.2017.1396187, DOI 10.18637/JSS.V067.I01, 10.18637/jss.v067.i01]
[4]   Intelligence, education, and mortality [J].
Batty, G. David ;
Kivimaki, Mika ;
Deary, Ian J. .
BRITISH MEDICAL JOURNAL, 2010, 340
[5]   The methylome: approaches for global DNA methylation profiling [J].
Beck, Stephan ;
Rakyan, Vardhman K. .
TRENDS IN GENETICS, 2008, 24 (05) :231-237
[6]   Epigenome-Wide Scans Identify Differentially Methylated Regions for Age and Age-Related Phenotypes in a Healthy Ageing Population [J].
Bell, Jordana T. ;
Tsai, Pei-Chien ;
Yang, Tsun-Po ;
Pidsley, Ruth ;
Nisbet, James ;
Glass, Daniel ;
Mangino, Massimo ;
Zhai, Guangju ;
Zhang, Feng ;
Valdes, Ana ;
Shin, So-Youn ;
Dempster, Emma L. ;
Murray, Robin M. ;
Grundberg, Elin ;
Hedman, Asa K. ;
Nica, Alexandra ;
Small, Kerrin S. ;
Dermitzakis, Emmanouil T. ;
McCarthy, Mark I. ;
Mill, Jonathan ;
Spector, Tim D. ;
Deloukas, Panos .
PLOS GENETICS, 2012, 8 (04) :189-200
[7]   Longitudinal Changes in Leukocyte Telomere Length and Mortality in Humans [J].
Bendix, Laila ;
Thinggaard, Mikael ;
Fenger, Mogens ;
Kolvraa, Steen ;
Avlund, Kirsten ;
Linneberg, Allan ;
Osler, Merete .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2014, 69 (02) :231-239
[8]   High density DNA methylation array with single CpG site resolution [J].
Bibikova, Marina ;
Barnes, Bret ;
Tsan, Chan ;
Ho, Vincent ;
Klotzle, Brandy ;
Le, Jennie M. ;
Delano, David ;
Zhang, Lu ;
Schroth, Gary P. ;
Gunderson, Kevin L. ;
Fan, Jian-Bing ;
Shen, Richard .
GENOMICS, 2011, 98 (04) :288-295
[9]   Epigenetic Predictor of Age [J].
Bocklandt, Sven ;
Lin, Wen ;
Sehl, Mary E. ;
Sanchez, Francisco J. ;
Sinsheimer, Janet S. ;
Horvath, Steve ;
Vilain, Eric .
PLOS ONE, 2011, 6 (06)
[10]   Intelligence in youth and all-cause-mortality: systematic review with meta-analysis [J].
Calvin, Catherine M. ;
Deary, Ian J. ;
Fenton, Candida ;
Roberts, Beverly A. ;
Der, Geoff ;
Leckenby, Nicola ;
Batty, G. David .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :626-644