Evaluating GWAS-Identified SNPs for Age at Natural Menopause among Chinese Women
et al. (2013) Evaluating GWAS-Identified SNPs for Age at Natural Menopause among Chinese
Women. PLoS ONE 8(3): e58766. doi:10.1371/journal.pone.0058766
Evaluating GWAS-Identified SNPs for Age at Natural Menopause among Chinese Women
Chong Shen 0
Ryan J. Delahanty 0
Yu-Tang Gao 0
Wei Lu 0
Yong-Bing Xiang 0
Ying Zheng 0
Qiuyin Cai 0
Wei Zheng 0
Xiao-Ou Shu 0
Jirong Long 0
John R.B Perry, Peninsula College of Medicine and Dentistry, United Kingdom
0 1 Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, and Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America, 2 Visiting from the School of Public Health, Nanjing Medical University , Nanjing , China , 3 Department of Epidemiology, Shanghai Cancer Institute , Shanghai , China , 4 Shanghai Municipal Center for Disease Prevention and Control, Shanghai Institute of Preventive Medicine , Shanghai , China
Background: Age at natural menopause (ANM) is a complex trait with high heritability and is associated with several major hormonal-related diseases. Recently, several genome-wide association studies (GWAS), conducted exclusively among women of European ancestry, have discovered dozens of genetic loci influencing ANM. No study has been conducted to evaluate whether these findings can be generalized to Chinese women. Methodology/Principal Findings: We evaluated the index single nucleotide polymorphisms (SNPs) in 19 GWAS-identified genetic susceptibility loci for ANM among 3,533 Chinese women who had natural menopause. We also investigated 3 additional SNPs which were in LD with the index SNP in European-ancestry but not in Asian-ancestry populations. Two genetic risk scores (GRS) were calculated to summarize SNPs across multiple loci one for all SNPs tested (GRSall), and one for SNPs which showed association in our study (GRSsel). All 22 SNPs showed the same association direction as previously reported. Eight SNPs were nominally statistically significant with P#0.05: rs4246511 (RHBDL2), rs12461110 (NLRP11), rs2307449 (POLG), rs12611091 (BRSK1), rs1172822 (BRSK1), rs365132 (UIMC1), rs2720044 (ASH2L), and rs7246479 (TMEM150B). Especially, SNPs rs4246511, rs365132, rs1172822, and rs7246479 remained significant even after Bonferroni correction. Significant associations were observed for GRS. Women in the highest quartile began menopause 0.7 years (P = 3.2461029) and 0.9 years (P = 4.61610211) later than those in the lowest quartile for GRSsel and GRSall, respectively. Conclusions: Among the 22 investigated SNPs, eight showed associations with ANM (P,0.05) in our Chinese population. Results from this study extend some recent GWAS findings to the Asian-ancestry population and may guide future efforts to identify genetic determination of menopause.
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Competing Interests: The authors have declared that no competing interests exist.
The occurrence and timing of menarche and menopause play
major roles in a womans life and reproduction-related events.
Menopause is the final reproductive event and unambiguously
marks the ovarian aging and exhaustion of the primordial follicle
pool in women [1]. Menopause at a younger age often predicts an
earlier induction of subfertility, sterility, and transition to cycle
irregularity and vice versa [2].
Generally, age at natural menopause (ANM) ranges between
4060 years with a median of 49 to 52 years, depending on the
population [3]. Population-based studies report that the beginning
of transition from regular to irregular menstrual cycles is 67 years
ahead of ANM. This probably reflects the end of female fertility,
which is nearly 10 years ahead of ANM [4]. Menopause age
variation influences the levels of serum estrogen, follicle
stimulating hormone, and progesterone, all which affect the well-being of
women. Series studies report that the variation of menopause is
associated with several major age-related diseases [5], such as
cardiovascular disease [6,7], breast cancer [8], osteoporosis [9],
and depression [10]. So, identifying factors which determine
variations of ANM may provide insights into the pathogenesis of
these diseases.
ANM is a complex trait, influenced by multiple environmental
and genetic factors [11]. ANM has high heritability (70%).
Genome-wide association studies (GWAS) have identified multiple
genetic loci which influence ANM [1216]. All of these GWAS
were exclusively conducted in European-ancestry populations.
Given the considerable differences in genetic architecture
including allele frequencies, linkage disequilibrium (LD) structure and
genetic diversity across ethnic groups, it is important to investigate
whether GWAS-identified variants are associated with ANM in
Age at natural menopause
Table 1. Characteristics of study participants.
Number of live birth
High profession/College+
Ever take oral contraceptives
Age at menarche (years)
Endometrial cancer
Upper GI cancer
Type 2 diabetes
non-European populations. In this current study, we report a
systematic evaluation of the GWAS-identified loci in association
with ANM among Chinese.
Methods
Study Participants and Data Collection
This analysis included women from Shanghai, China, who were
participants in multiple ongoing GWAS: the Shanghai Breast
Cancer Genetics Study (SBCGS) [17], the Shanghai Endometrial
Cancer Genetics Study (SECGS) [18], the Shanghai Diabetes
Genetics Study (SDGS) [19], the Shanghai Colorectal Cancer
Genetics Study [20], the Upper GI Cancer Genetics Study, and
the Panscan Cancer Genetics Study [21]. Among these studies,
4,106 reported detailed information of menopause. We excluded
573 women including 390 individuals whose menopause were
disease-related, 158 individuals who took hormone replacement
treatment, and 25 individuals with other non-nature cause
menopause. Thus, 3,533 post-menopausal women were finally
included in this study.
All parent studies are population-based and similar study
protocols were used across studies to collect blood or buccal cell
samples and relevant exposure information. Interviews were
conducted in-person, and structured epidemiological
questionnaires were administered by trained interviewers. Age at natural
menopause (ANM) is defined as the age when menstrual periods
Chrd Position
Reported studies
Shanghai population
Reference/Effect EAFe
0.488 0.228
0.491 0.39
0.491 0.165
0.178 0.262
0.187 0.240
1.02610216 0.612 0.287
20.164 8.46610210 0.235
20.175 8.40610214 0.139
20.196 2.21610214 0.070
20.213 1.45610259 0.336
0.386 0.144
1.80610219 0.658 0.111
2.60610212 0.504 0.284
7.76610212 0.677 0.166
2.47610219 0.662 0.071
0.265 0.225
0.036 0.085
0.174 0.225
2.25610212 0.102 0.060
20.380 3.56610213 0.274
0.334 0.170
0.120 0.520
9.31610215 0.038 0.013
2.38610219 0.038
20.184 9.53610211 0.341
0.482 0.168
1.01610211 0.847 0.188
20.158 8.74610210 0.293
0.480 0.330
0.480 0.360
1.10610210 0.773 0.285
2.5061028 0.095
2.90610212 0.815 0.487
6.6461025 0.978 Y
3.7561025 0.993 Y
Power (...truncated)