Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Hum Reprod. 2013 Jun;28(6):1695-706. doi: 10.1093/humrep/det071. Epub 2013 Mar 18.
Do genetic associations identified in genome-wide association studies (GWAS) of age at menarche (AM) and age at natural menopause (ANM) replicate in women of diverse race/ancestry from the Population Architecture using Genomics and Epidemiology (PAGE) Study?
We replicated GWAS reproductive trait single nucleotide polymorphisms (SNPs) in our European descent population and found that many SNPs were also associated with AM and ANM in populations of diverse ancestry.
Menarche and menopause mark the reproductive lifespan in women and are important risk factors for chronic diseases including obesity, cardiovascular disease and cancer. Both events are believed to be influenced by environmental and genetic factors, and vary in populations differing by genetic ancestry and geography. Most genetic variants associated with these traits have been identified in GWAS of European-descent populations.
STUDY DESIGN, SIZE, DURATION: A total of 42 251 women of diverse ancestry from PAGE were included in cross-sectional analyses of AM and ANM.
MATERIALS, SETTING, METHODS: SNPs previously associated with ANM (n = 5 SNPs) and AM (n = 3 SNPs) in GWAS were genotyped in American Indians, African Americans, Asians, European Americans, Hispanics and Native Hawaiians. To test SNP associations with ANM or AM, we used linear regression models stratified by race/ethnicity and PAGE sub-study. Results were then combined in race-specific fixed effect meta-analyses for each outcome. For replication and generalization analyses, significance was defined at P < 0.01 for ANM analyses and P < 0.017 for AM analyses.
We replicated findings for AM SNPs in the LIN28B locus and an intergenic region on 9q31 in European Americans. The LIN28B SNPs (rs314277 and rs314280) were also significantly associated with AM in Asians, but not in other race/ethnicity groups. Linkage disequilibrium (LD) patterns at this locus varied widely among the ancestral groups. With the exception of an intergenic SNP at 13q34, all ANM SNPs replicated in European Americans. Three were significantly associated with ANM in other race/ethnicity populations: rs2153157 (6p24.2/SYCP2L), rs365132 (5q35/UIMC1) and rs16991615 (20p12.3/MCM8). While rs1172822 (19q13/BRSK1) was not significant in the populations of non-European descent, effect sizes showed similar trends.
LIMITATIONS, REASONS FOR CAUTION: Lack of association for the GWAS SNPs in the non-European American groups may be due to differences in locus LD patterns between these groups and the European-descent populations included in the GWAS discovery studies; and in some cases, lower power may also contribute to non-significant findings.
The discovery of genetic variants associated with the reproductive traits provides an important opportunity to elucidate the biological mechanisms involved with normal variation and disorders of menarche and menopause. In this study we replicated most, but not all reported SNPs in European descent populations and examined the epidemiologic architecture of these early reported variants, describing their generalizability and effect size across differing ancestral populations. Such data will be increasingly important for prioritizing GWAS SNPs for follow-up in fine-mapping and resequencing studies, as well as in translational research.
在全基因组关联研究(GWAS)中鉴定的与初潮年龄(AM)和自然绝经年龄(ANM)相关的遗传关联,是否可以在来自人口结构使用基因组学和流行病学(PAGE)研究的不同种族/祖先的女性中复制?
我们在欧洲血统人群中复制了与 GWAS 生殖特征单核苷酸多态性(SNP)相关的研究结果,发现许多 SNP 也与不同祖先人群的 AM 和 ANM 相关。
初潮和绝经标志着女性的生殖寿命,是肥胖、心血管疾病和癌症等慢性疾病的重要危险因素。这两个事件都被认为受到环境和遗传因素的影响,并且在遗传祖源和地理位置不同的人群中存在差异。大多数与这些特征相关的遗传变异已在欧洲血统人群的 GWAS 中被发现。
研究设计、规模、持续时间:共纳入 42251 名来自 PAGE 的具有不同祖先的女性,进行 AM 和 ANM 的横断面分析。
材料、设置、方法:在美国印第安人、非裔美国人、亚洲人、欧洲裔美国人、西班牙裔和夏威夷原住民中,对先前与 ANM(n=5 个 SNP)和 AM(n=3 个 SNP)相关的 GWAS 中的 SNP 进行了基因分型。为了测试 SNP 与 ANM 或 AM 的关联,我们使用按种族/族裔和 PAGE 子研究分层的线性回归模型。然后,在每个结果的种族特异性固定效应荟萃分析中合并结果。对于复制和推广分析,将 ANM 分析的显著性定义为 P<0.01,AM 分析的显著性定义为 P<0.017。
我们在欧洲裔美国人中复制了 AM SNP 在 LIN28B 基因座和 9q31 上的一个基因间区域的发现。LIN28B SNP(rs314277 和 rs314280)也与亚洲人的 AM 显著相关,但在其他种族/族裔群体中则不然。这些遗传区域中的连锁不平衡(LD)模式在不同的祖先群体中差异很大。除了 13q34 上的一个基因间 SNP 外,所有的 ANM SNP 都在欧洲裔美国人中得到了复制。有三个 SNP 在其他种族/族裔群体中与 ANM 显著相关:rs2153157(6p24.2/SYCP2L)、rs365132(5q35/UIMC1)和 rs16991615(20p12.3/MCM8)。虽然 rs1172822(19q13/BRSK1)在非欧洲血统人群中没有显著意义,但效应大小显示出相似的趋势。
局限性、谨慎的原因:在非欧洲裔美国人组中未发现 GWAS SNP 的关联,可能是由于这些组与 GWAS 发现研究中包含的欧洲血统人群之间的遗传区域 LD 模式存在差异;在某些情况下,较低的功效也可能导致非显著发现。
与生殖特征相关的遗传变异的发现为阐明与初潮和绝经正常变异和疾病相关的生物学机制提供了重要机会。在这项研究中,我们在欧洲血统人群中复制了大多数但不是所有报告的 SNP,并研究了这些早期报告的变体的流行病学结构,描述了它们在不同祖先人群中的普遍性和效应大小。随着时间的推移,这些数据对于优先选择 GWAS SNP 进行后续精细映射和重测序研究以及转化研究将变得越来越重要。