ArticlePloS one2013
Methylome analysis and epigenetic changes associated with menarcheal age.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
22 citing papers in PubMed, 47 citations in OpenAlex.
- Trial
- DNA methylome analysis identifies accelerated epigenetic ageing associated with postmenopausal breast cancer susceptibility.European journal of cancer (Oxford, England : 1990) · 2017Trial
- Pubertal development in healthy children is mirrored by DNA methylation patterns in peripheral blood.Scientific reports · 2016Trial
- The OmniAge compendium of aging omic biomarkers links mitotic clocks to clonal hematopoiesis and causality.Nature communications · 2026Article
- MethAgingDB: a comprehensive DNA methylation database for aging biology.Scientific data · 2025Article
- Endocrine Health and Health Care Disparities in the Pediatric and Sexual and Gender Minority Populations: An Endocrine Society Scientific Statement.The Journal of clinical endocrinology and metabolism · 2023Article
- Detection and Genotyping of Human Papillomavirus (HPV16/18), Epstein-Barr Virus (EBV), and Human Cytomegalovirus (HCMV) in Endometrial Endometroid and Ovarian Cancers.Pathogens (Basel, Switzerland) · 2023Article
- Identifying epigenetic aging moderators using the epigenetic pacemaker.Frontiers in bioinformatics · 2023Article
- Article
- Blood DNA methylation profiles improve breast cancer prediction.Molecular oncology · 2022Article
- Does DNA methylation mediate the association of age at puberty with forced vital capacity or forced expiratory volume in 1 s?ERJ open research · 2022Article
- Blood DNA Methylation and Breast Cancer: A Prospective Case-Cohort Analysis in the Sister Study.Journal of the National Cancer Institute · 2020Article
- Age at onset of different pubertal signs in boys and girls and differential DNA methylation at age 10 and 18 years: an epigenome-wide follow-up study.Human reproduction open · 2020Article
- A Sparse-Modeling Based Approach for Class Specific Feature Selection.PeerJ. Computer science · 2019Article
- Genetics of pubertal timing.Current opinion in pediatrics · 2018Review
- DNA Methylation variability among individuals is related to CpGs cluster density and evolutionary signatures.BMC genomics · 2018Article
- Association of blood leukocyte DNA methylation at LINE-1 and growth-related candidate genes with pubertal onset and progression.Epigenetics · 2018Article
- Consistency and Variability of DNA Methylation in Women During Puberty, Young Adulthood, and Pregnancy.Genetics & epigenetics · 2017Article
- Epigenome-wide association studies for breast cancer risk and risk factors.Trends in cancer research · 2017Article
- DNA methylation of LINE-1 and Alu repetitive elements in relation to sex hormones and pubertal timing in Mexican-American children.Pediatric research · 2016Article
Corrections and comments
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Authors and funding
39 authors at 20 institutions in 9 countries.
Funding
Abstract
Reproductive factors have been linked to both breast cancer and DNA methylation, suggesting methylation as an important mechanism by which reproductive factors impact on disease risk. However, few studies have investigated the link between reproductive factors and DNA methylation in humans. Genome-wide methylation in peripheral blood lymphocytes of 376 healthy women from the prospective EPIC study was investigated using LUminometric Methylation Assay (LUMA). Also, methylation of 458877 CpG sites was additionally investigated in an independent group of 332 participants of the EPIC-Italy sub-cohort, using the Infinium HumanMethylation 450 BeadChip. Multivariate logistic regression and linear models were used to investigate the association between reproductive risk factors and genome wide and CpG-specific DNA methylation, respectively. Menarcheal age was inversely associated with global DNA methylation as measured with LUMA. For each yearly increase in age at menarche, the risk of having genome wide methylation below median level was increased by 32% (OR:1.32, 95%CI:1.14-1.53). When age at menarche was treated as a categorical variable, there was an inverse dose-response relationship with LUMA methylation levels (OR(12-14 vs. ≤11 yrs):1.78, 95%CI:1.01-3.17 and OR(≥15 vs. ≤11 yrs):4.59, 95%CI:2.04-10.33; P for trend<0.0001). However, average levels of global methylation as measured by the Illumina technology were not significantly associated with menarcheal age. In locus by locus comparative analyses, only one CpG site had significantly different methylation depending on the menarcheal age category examined, but this finding was not replicated by pyrosequencing in an independent data set. This study suggests a link between age at menarche and genome wide DNA methylation, and the difference in results between the two arrays suggests that repetitive element methylation has a role in the association. Epigenetic changes may be modulated by menarcheal age, or the association may be a mirror of other important changes in early life that have a detectable effect on both methylation levels and menarcheal age.
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Registered trials
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