bioRxivGenomicsPreprint
Genomic analyses for age at menarche identify 389 independent signals and indicate BMI-independent effects of puberty timing on cancer susceptibility
Felix R. Day, Deborah J. Thompson, Hannes Helgason, Daniel I. Chasman, Hilary Finucane, Patrick Sulem, Katherine S. Ruth, Sean Whalen, Abhishek K. Sarkar, Eva Albrecht, Elisabeth Altmaier, Marzyeh Amini, Caterina M. Barbieri, Thibaud Boutin, Archie Campbell, Ellen Demerath, Ayush Giri, Chunyan He, Jouke J. Hottenga, Robert Karlsson, Ivana Kolcic, Po-Ru Loh, Kathryn L. Lunetta, Massimo Mangino, Brumat Marco, , John R.B Perry
Abstract
The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Here, we analyse 1000-Genome reference panel imputed genotype data on up to ~370,000 women and identify 389 independent signals (all P<5x10-8) for age at menarche, a notable milestone in female pubertal development. In Icelandic data from deCODE, these signals explain ~7.4% of the population variance in age at menarche, corresponding to one quarter of the estimated heritability. We implicate over 250 genes via coding variation or associated gene expression, and demonstrate enrichment across genes active in neural tissues. We identify multiple rare variants near the imprinted genes MKRN3 and DLK1 that exhibit large effects on menarche only when paternally inherited. Disproportionate effects of variants on early or late puberty timing are observed: single variant and heritability estimates are larger for early than late puberty timing in females. The opposite pattern is seen in males, with larger estimates for late than early puberty timing. Mendelian randomization analyses indicate causal inverse associations, independent of BMI, between puberty timing and risks for breast and endometrial cancers in women, and prostate cancer in men. In aggregate, our findings reveal new complexity in the genetic regulation of puberty timing and support new causal links with adult cancer risks.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Understanding the genetic complexity of puberty timing across the allele frequency spectrum
Katherine A. Kentistou, Lena R Kaisinger, … Hakon H. Hakonarson·Nature GeneticsPeer-reviewed·Jul 1, 2024
- Expanded genomic analyses for male voice-breaking highlights a shared phenotypic and genetic basis between puberty timing and hair colour
Ben Hollis, Felix R. Day, … John R. B. Perry·bioRxiv·Dec 13, 2018
- Genome-wide analysis highlights causal epigenetic link to age at menarche
Zhoufeng Ye, Rongbin Xu, … Shuai Li·medRxiv·Aug 10, 2025
- Joint model shows association of Mapuche genetic ancestry and longitudinal BMI with early menarche
Lucas Vicuña, Cristian Meza, … S. Eyheramendy·bioRxiv·Dec 9, 2025
- DNA methylation sites in early adulthood characterised by pubertal timing and development: A twin study
Emir Šehović, Stephanie M. Zellers, … Miina Ollikainen·Clinical EpigeneticsPeer-reviewed·Nov 10, 2023
- Lifelong impacts of puberty timing on human plasma metabolic profiles
Zengjun Li, Si Fang, … Jian Zhao·medRxiv·Sep 9, 2023