A large-scale candidate gene association study of age at menarche and age at natural menopause

Hum Genet. 2010 Nov;128(5):515-27. doi: 10.1007/s00439-010-0878-4. Epub 2010 Aug 24.


Recent genome-wide association (GWA) studies have identified several novel genetic loci associated with age at menarche and age at natural menopause. However, the stringent significance threshold used in GWA studies potentially led to false negatives and true associations may have been overlooked. Incorporating biologically relevant information, we examined whether common genetic polymorphisms in candidate genes of nine groups of biologically plausible pathways and related phenotypes are associated with age at menarche and age at natural menopause. A total of 18,862 genotyped and imputed single nucleotide polymorphisms (SNPs) in 278 genes were assessed for their associations with these two traits among a total of 24,341 women from the Nurses' Health Study (NHS, N = 2,287) and the Women's Genome Health Study (WGHS, N = 22,054). Linear regression was used to assess the marginal association of each SNP with each phenotype. We adjusted for multiple testing within each gene to identify statistically significant SNP associations at the gene level. To evaluate the overall evidence for an excess of statistically significant gene associations over the proportion expected by chance, we applied a one-sample test of proportion to each group of candidate genes. The steroid-hormone metabolism and biosynthesis pathway was found significantly associated with both age at menarche and age at natural menopause (P = 0.040 and 0.011, respectively). In addition, the group of genes associated with precocious or delayed puberty was found significantly associated with age at menarche (P = 0.013), and the group of genes involved in premature ovarian failure with age at menopause (P = 0.025).

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adolescent
  • Age Factors
  • Age of Onset*
  • Child
  • Female
  • Genetic Association Studies
  • Genetic Predisposition to Disease
  • Genotype
  • Gonadal Steroid Hormones / genetics
  • Gonadal Steroid Hormones / metabolism
  • Humans
  • Linear Models
  • Menarche / genetics*
  • Menarche / metabolism
  • Menopause / genetics*
  • Menopause / metabolism
  • Middle Aged
  • Nurses
  • Obesity / genetics
  • Obesity / metabolism
  • Phenotype
  • Polycystic Ovary Syndrome / genetics
  • Polymorphism, Single Nucleotide*
  • Primary Ovarian Insufficiency / genetics
  • Puberty, Delayed / genetics
  • Puberty, Precocious / genetics
  • Signal Transduction
  • Smoking / genetics
  • Somatomedins / genetics
  • Somatomedins / metabolism
  • Thrombophilia / genetics
  • Thrombophilia / metabolism
  • Tobacco Use Disorder / genetics
  • Transforming Growth Factor beta / genetics
  • Transforming Growth Factor beta / metabolism
  • Women's Health


  • Gonadal Steroid Hormones
  • Somatomedins
  • Transforming Growth Factor beta

Grant support