TY - JOUR
T1 - Leisure-time physical activity and DNA methylation age - A twin study
AU - Sillanpää, Elina
AU - Ollikainen, Miina
AU - Kaprio, Jaakko
AU - Wang, Xiaoling
AU - Leskinen, Tuija
AU - Kujala, Urho M.
AU - Törmäkangas, Timo
N1 - Funding Information:
This work was supported by the Academy of Finland [260001 to ES, 213506, 265240, 263278 to JK, 251316, 286536 to TT, and 297908 to MO], EC FP5 GenomEUtwin (JK), NIH NIH/NHLBI (grant HL104125), EC MC ITN Project EPITRAIN (JK & MO) project and the University of Helsinki Research Funds to MO, Sigrid Juselius Foundation to MO, Yrjö Jahnsson foundation (6868) and Juho Vainio foundation to ES. TWINACTIVE study was supported by the Finnish Ministry of Education and Culture (UMK), Academy of Finland (UMK), and Juho Vainio Foundation (UMK).
Publisher Copyright:
© 2019 The Author(s).
PY - 2019/1/19
Y1 - 2019/1/19
N2 - Background: Epigenetic clocks may increase our understanding on human aging and how genetic and environmental factors regulate an individual aging process. One of the most promising clocks is Horvath's DNA methylation (DNAm) age. Age acceleration, i.e., discrepancy between DNAm age and chronological age, tells us whether the person is biologically young or old compared to his/her chronological age. Several environmental and lifestyle factors have been shown to affect life span. We investigated genetic and environmental predictors of DNAm age in young and older monozygotic (MZ) and dizygotic (DZ) twins with a focus on leisure time physical activity. Results: Quantitative genetic modeling revealed that the relative contribution of non-shared environmental factors was larger among older compared with younger twin pairs [47% (95% CI 35, 63) vs. 26% (95% CI: 19, 35), p < 0.001]. Correspondingly, genetic variation accounted for less of the variance in older [53% (95% CI 37, 65)] compared with younger pairs [74% (95% CI 65, 82)]. We tested the hypothesis that leisure time physical activity is one of the non-shared environmental factors that affect epigenetic aging. A co-twin control analysis with older same-sex twin pairs (seven MZ and nine DZ pairs, mean age 60.4 years) who had persistent discordance in physical activity for 32 years according to reported/interviewed physical-activity data showed no differences among active and inactive co-twins, DNAm age being 60.7 vs. 61.8 years, respectively [between-group mean-difference: - 1.17 (95%CI - 3.43,1.10)]. Results from the younger cohort of twins supported findings that LTPA is not associated with DNAm age acceleration. Conclusions: In older subjects, a larger amount of variance in DNAm age acceleration was explained by non-shared environmental factors compared to young individuals. However, leisure time physical activity during adult years has at most a minor effect on DNAm age acceleration. This is consistent with recent findings that long-term leisure time physical activity in adulthood has little effect on mortality after controlling for genetic factors.
AB - Background: Epigenetic clocks may increase our understanding on human aging and how genetic and environmental factors regulate an individual aging process. One of the most promising clocks is Horvath's DNA methylation (DNAm) age. Age acceleration, i.e., discrepancy between DNAm age and chronological age, tells us whether the person is biologically young or old compared to his/her chronological age. Several environmental and lifestyle factors have been shown to affect life span. We investigated genetic and environmental predictors of DNAm age in young and older monozygotic (MZ) and dizygotic (DZ) twins with a focus on leisure time physical activity. Results: Quantitative genetic modeling revealed that the relative contribution of non-shared environmental factors was larger among older compared with younger twin pairs [47% (95% CI 35, 63) vs. 26% (95% CI: 19, 35), p < 0.001]. Correspondingly, genetic variation accounted for less of the variance in older [53% (95% CI 37, 65)] compared with younger pairs [74% (95% CI 65, 82)]. We tested the hypothesis that leisure time physical activity is one of the non-shared environmental factors that affect epigenetic aging. A co-twin control analysis with older same-sex twin pairs (seven MZ and nine DZ pairs, mean age 60.4 years) who had persistent discordance in physical activity for 32 years according to reported/interviewed physical-activity data showed no differences among active and inactive co-twins, DNAm age being 60.7 vs. 61.8 years, respectively [between-group mean-difference: - 1.17 (95%CI - 3.43,1.10)]. Results from the younger cohort of twins supported findings that LTPA is not associated with DNAm age acceleration. Conclusions: In older subjects, a larger amount of variance in DNAm age acceleration was explained by non-shared environmental factors compared to young individuals. However, leisure time physical activity during adult years has at most a minor effect on DNAm age acceleration. This is consistent with recent findings that long-term leisure time physical activity in adulthood has little effect on mortality after controlling for genetic factors.
KW - Epigenetic clock
KW - Methylation
KW - Physical activity
KW - Quantitative genetics
KW - Twin design
UR - http://www.scopus.com/inward/record.url?scp=85060146267&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85060146267&partnerID=8YFLogxK
U2 - 10.1186/s13148-019-0613-5
DO - 10.1186/s13148-019-0613-5
M3 - Article
C2 - 30660189
AN - SCOPUS:85060146267
SN - 1868-7075
VL - 11
JO - Clinical epigenetics
JF - Clinical epigenetics
IS - 1
M1 - 12
ER -