DNA methylation-based biological age, genome-wide average DNA methylation, and conventional breast cancer risk factors

被引:15
|
作者
Chen, Minyuan [1 ,2 ]
Wong, Ee Ming [3 ,4 ]
Nguyen, Tuong L. [1 ]
Dite, Gillian S. [1 ]
Stone, Jennifer [5 ,6 ]
Dugue, Pierre-Antoine [1 ,4 ,7 ]
Giles, Graham G. [1 ,4 ,7 ]
Southey, Melissa C. [3 ,4 ,7 ]
Milne, Roger L. [1 ,4 ,7 ]
Hopper, John L. [1 ]
Li, Shuai [1 ,8 ]
机构
[1] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Ctr Epidemiol & Biostat, Melbourne, Vic, Australia
[2] Int Federat Red Cross & Red Crescent Soc Cty Clus, Beijing, Peoples R China
[3] Univ Melbourne, Dept Clin Pathol, Genet Epidemiol Lab, Melbourne, Vic, Australia
[4] Monash Univ, Monash Hlth, Sch Clin Sci, Precis Med, Monash, Australia
[5] Curtin Univ, Ctr Genet Origins Hlth & Dis, Perth, WA, Australia
[6] Univ Western Australia, Perth, WA, Australia
[7] Canc Council Victoria, Canc Epidemiol Div, Melbourne, Vic, Australia
[8] Univ Cambridge, Dept Publ Hlth & Primary Care, Ctr Canc Genet Epidemiol, Cambridge, England
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
PERIPHERAL-BLOOD DNA; EPIGENETIC CLOCK; BRCA1; PROMOTER; DISCORDANT; BIOMARKER; DENSITY;
D O I
10.1038/s41598-019-51475-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
DNA methylation-based biological age (DNAm age), as well as genome-wide average DNA methylation, have been reported to predict breast cancer risk. We aimed to investigate the associations between these DNA methylation-based risk factors and 18 conventional breast cancer risk factors for disease-free women. A sample of 479 individuals from the Australian Mammographic Density Twins and Sisters was used for discovery, a sample of 3354 individuals from the Melbourne Collaborative Cohort Study was used for replication, and meta-analyses pooling results from the two studies were conducted. DNAm age based on three epigenetic clocks (Hannum, Horvath and Levine) and genome-wide average DNA methylation were calculated using the HumanMethylation 450 K BeadChip assay data. The DNAm age measures were positively associated with body mass index (BMI), smoking, alcohol drinking and age at menarche (all nominal P < 0.05). Genome-wide average DNA methylation was negatively associated with smoking and number of live births, and positively associated with age at first live birth (all nominal P < 0.05). The association of DNAm age with BMI was also evident in within-twin-pair analyses that control for familial factors. This study suggests that some lifestyle and hormonal risk factors are associated with these DNA methylation-based breast cancer risk factors, and the observed associations are unlikely to be due to familial confounding but are likely causal. DNA methylation-based risk factors could interplay with conventional risk factors in modifying breast cancer risk.
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页数:10
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