Literature DB >> 33211845

GrimAge Outperforms Other Epigenetic Clocks in the Prediction of Age-Related Clinical Phenotypes and All-Cause Mortality.

Cathal McCrory1, Giovanni Fiorito2,3, Belinda Hernandez1, Silvia Polidoro4, Aisling M O'Halloran1, Ann Hever1, Cliona Ni Cheallaigh5, Ake T Lu6, Steve Horvath6, Paolo Vineis3, Rose Anne Kenny1.   

Abstract

The aging process is characterized by the presence of high interindividual variation between individuals of the same chronical age prompting a search for biomarkers that capture this heterogeneity. Epigenetic clocks measure changes in DNA methylation levels at specific CpG sites that are highly correlated with calendar age. The discrepancy resulting from the regression of DNA methylation age on calendar age is hypothesized to represent a measure of biological aging with a positive/negative residual signifying age acceleration (AA)/deceleration, respectively. The present study examines the associations of 4 epigenetic clocks-Horvath, Hannum, PhenoAge, GrimAge-with a wide range of clinical phenotypes (walking speed, grip strength, Fried frailty, polypharmacy, Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MOCA), Sustained Attention Reaction Time, 2-choice reaction time), and with all-cause mortality at up to 10-year follow-up, in a sample of 490 participants in the Irish Longitudinal Study on Ageing (TILDA). HorvathAA and HannumAA were not predictive of health; PhenoAgeAA was associated with 4/9 outcomes (walking speed, frailty MOCA, MMSE) in minimally adjusted models, but not when adjusted for other social and lifestyle factors. GrimAgeAA by contrast was associated with 8/9 outcomes (all except grip strength) in minimally adjusted models, and remained a significant predictor of walking speed, .polypharmacy, frailty, and mortality in fully adjusted models. Results indicate that the GrimAge clock represents a step-improvement in the predictive utility of the epigenetic clocks for identifying age-related decline in an array of clinical phenotypes promising to advance precision medicine.
© The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  DNA methylation; Epigenetics; Health; Mortality

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Year:  2021        PMID: 33211845      PMCID: PMC8087266          DOI: 10.1093/gerona/glaa286

Source DB:  PubMed          Journal:  J Gerontol A Biol Sci Med Sci        ISSN: 1079-5006            Impact factor:   6.053


  39 in total

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Journal:  Environ Sci Technol       Date:  2018-04-11       Impact factor: 9.028

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Authors:  Unhee Lim; Min-Ae Song
Journal:  Methods Mol Biol       Date:  2012

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Authors:  Morgan E Levine; Ake T Lu; Austin Quach; Brian H Chen; Themistocles L Assimes; Stefania Bandinelli; Lifang Hou; Andrea A Baccarelli; James D Stewart; Yun Li; Eric A Whitsel; James G Wilson; Alex P Reiner; Abraham Aviv; Kurt Lohman; Yongmei Liu; Luigi Ferrucci; Steve Horvath
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10.  Reversal of epigenetic aging and immunosenescent trends in humans.

Authors:  Gregory M Fahy; Robert T Brooke; James P Watson; Zinaida Good; Shreyas S Vasanawala; Holden Maecker; Michael D Leipold; David T S Lin; Michael S Kobor; Steve Horvath
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2.  Epigenetic GrimAge acceleration and cognitive impairment in bipolar disorder.

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4.  Umbilical cord plasma concentrate has beneficial effects on DNA methylation GrimAge and human clinical biomarkers.

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6.  Telomere length and epigenetic clocks as markers of cellular aging: a comparative study.

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7.  Blood and skeletal muscle ageing determined by epigenetic clocks and their associations with physical activity and functioning.

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8.  Epigenetic age is associated with baseline and 3-year change in frailty in the Canadian Longitudinal Study on Aging.

Authors:  Chris P Verschoor; David T S Lin; Michael S Kobor; Oxana Mian; Jinhui Ma; Guillaume Pare; Gustavo Ybazeta
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Review 10.  Aging biomarkers and the brain.

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