Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.
Department of Statistics, National Cheng Kung University, Tainan, Taiwan.
Hum Reprod. 2022 Aug 25;37(9):2197-2212. doi: 10.1093/humrep/deac136.
Could the direct contribution of genetic variants to the pathophysiology of uterine fibroids and the contribution mediated by age at menarche be different?
Age at menarche plays a mediation role in the genetic influence on uterine fibroids, and four causal genetic mechanisms underlying the age at menarche-mediated effects of common genetic loci on uterine fibroid development were identified.
Uterine fibroids are common benign tumors developing from uterine smooth muscle. Genome-wide association studies (GWASs) have identified over 30 genetic loci associated with uterine fibroids in different ethnic populations. Several genetic variations in or nearby these identified loci were also associated with early age at menarche, one of the major risk factors of uterine fibroids. Although the results of GWASs reveal how genetic variations affect uterine fibroids, the genetic mechanism of uterine fibroids mediated by age at menarche remains elusive.
STUDY DESIGN, SIZE, DURATION: In this study, we conducted a genome-wide causal mediation analysis in two cohorts covering a total of 69 552 females of Han Chinese descent from the Taiwan Biobank (TWB). TWB is an ongoing community- and hospital-based cohort aiming to enroll 200 000 individuals from the general Taiwanese population between 30 and 70 years old. It has been enrolling Taiwanese study participants since 2012 and has extensive phenotypic data collected from 148 291 individuals as of May 2021.
PARTICIPANTS/MATERIALS, SETTING, METHODS: We recruited individuals in two cohorts, with 13 899 females in TWB1 and 55 653 females in TWB2. The two sets of individuals are almost distinct, with only 730 individuals enrolled in both cohorts. Over 99% of the participants are Han Chinese. Approximately 21% of participants developed uterine fibroids. DNA samples from both cohorts were genotyped using two different customized chips (TWB1 and TWB2 arrays). After quality control and genotype imputation, 646 973 TWB1 single-nucleotide polymorphisms (SNPs) and 686 439 TWB2 SNPs were assessed in our analysis. There were 99 939 SNPs which overlapped between the TWB1 and TWB2 arrays, 547 034 TWB1 array-specific SNPs and 586 500 TWB2 array-specific SNPs. We performed GWASs for screening potential risk SNPs for age at menarche and for uterine fibroids. We subsequently identified causal mediation effects of risk SNPs on uterine fibroids mediated by age at menarche.
In addition to known loci at LIN28B associated with age at menarche and loci at WNT4 associated with uterine fibroids, we identified 162 SNPs in 77 transcripts that were associated with menarche-mediated causal effects on uterine fibroids via four different causal genetic mechanisms: a both-harmful group with 52 SNPs, a both-protective group with 34 SNPs, a mediator-harmful group with 22 SNPs and a mediator-protective group with 54 SNPs. Among these SNPs, rs809302 in SLK significantly increased the risk of developing uterine fibroids by 3.92% through a mechanism other than age at menarche (P < 10-10), and rs371721345 in HLA-DOB was associated with a 2.70% decreased risk (P < 10-10) in the occurrence of uterine fibroids, mediated by age at menarche. These findings provide insights into the mechanism underlying the effect of genetic loci on uterine fibroids mediated by age at menarche.
LIMITATIONS, REASONS FOR CAUTION: A potential issue is that the present study relied upon self-reported age at menarche and uterine fibroid information. Due to the experimental design, the consistency between self-reports and medical records for uterine fibroids in Taiwan cannot be checked. Fortunately, the literature support that self-reporting even years later remains a practical means for collecting data on menarche and uterine fibroids. We found that the impact of under-reporting of uterine fibroids is less in our study. In addition, the rate of reporting a diagnosis of uterine fibroids was within the rates of medical diagnosis based on national health insurance data. Future work investigating the consistency between self-reports and medical records in Taiwan can remedy this issue.
This study is the first to investigate whether and to what extent age at menarche mediates the causal effects of genetic variants on uterine fibroids by using genome-wide causal mediation analysis. By treating age at menarche as a mediator, this report provides an insight into the genetic risk factors for developing uterine fibroids. Thus, this article represents a step forward in deciphering the role of intermediated risk factors in the genetic mechanism of disease.
STUDY FUNDING/COMPETING INTEREST(S): This work was supported by the China Medical University, Taiwan (CMU110-ASIA-13 and CMU107-Z-04), the Ministry of Science and Technology, Taiwan (MOST 110-2314-B-039-058) and the International Joint Usage/Research Center, the Institute of Medical Science, the University of Tokyo, Japan (K2104). The authors have no competing interests.
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遗传变异对子宫肌瘤的病理生理学的直接贡献和初潮年龄介导的贡献是否不同?
初潮年龄在子宫肌瘤的遗传影响中起中介作用,确定了常见遗传位点通过初潮年龄对子宫肌瘤发育的遗传影响的四个因果遗传机制。
子宫肌瘤是一种常见的良性肿瘤,起源于子宫平滑肌。全基因组关联研究(GWAS)已经在不同种族人群中确定了 30 多个与子宫肌瘤相关的遗传位点。这些已识别位点附近或之内的几个遗传变异也与初潮年龄较早有关,初潮年龄是子宫肌瘤的主要危险因素之一。尽管 GWAS 的结果揭示了遗传变异如何影响子宫肌瘤,但遗传变异通过初潮年龄影响子宫肌瘤的遗传机制仍不清楚。
研究设计、规模、持续时间:在这项研究中,我们在两个队列中进行了全基因组因果中介分析,共纳入了来自台湾生物银行(TWB)的 69552 名汉族女性。TWB 是一项正在进行的社区和医院为基础的队列研究,旨在招募来自 30 至 70 岁普通台湾人群的 20 万人。自 2012 年以来,它一直在招募台湾研究参与者,截至 2021 年 5 月,已从 148291 名个体中收集了广泛的表型数据。
参与者/材料、地点、方法:我们从两个队列中招募了参与者,TWB1 队列中有 13899 名女性,TWB2 队列中有 55653 名女性。这两组参与者几乎是相互独立的,只有 730 名参与者同时参加了这两个队列。超过 99%的参与者是汉族人。大约 21%的参与者患有子宫肌瘤。两个队列的 DNA 样本均使用两个不同的定制芯片(TWB1 和 TWB2 芯片)进行基因分型。经过质量控制和基因型推断后,我们对 TWB1 中的 646973 个单核苷酸多态性(SNP)和 TWB2 中的 686439 个 SNP 进行了分析。在 TWB1 和 TWB2 芯片之间有 99939 个 SNP 重叠,TWB1 芯片特有的 SNP 有 547034 个,TWB2 芯片特有的 SNP 有 586500 个。我们进行了 GWAS,以筛选初潮和子宫肌瘤的潜在风险 SNP。随后,我们确定了风险 SNP 通过初潮年龄对子宫肌瘤的因果中介效应。
除了与初潮相关的 LIN28B 基因座和与子宫肌瘤相关的 WNT4 基因座已知的位点外,我们还鉴定了 77 个转录本中的 162 个 SNP,这些 SNP 与通过初潮介导的子宫肌瘤因果效应相关,通过四种不同的因果遗传机制:一个有害组,有 52 个 SNP;一个保护组,有 34 个 SNP;一个中介有害组,有 22 个 SNP;一个中介保护组,有 54 个 SNP。在这些 SNP 中,SLK 中的 rs809302 通过非初潮途径显著增加了 3.92%的子宫肌瘤发病风险(P<10-10),HLA-DOB 中的 rs371721345 与初潮介导的子宫肌瘤发病风险降低 2.70%(P<10-10)相关。这些发现为遗传位点通过初潮对子宫肌瘤的影响的遗传机制提供了新的见解。
局限性、谨慎的原因:一个潜在的问题是,本研究依赖于自我报告的初潮年龄和子宫肌瘤信息。由于实验设计,无法检查台湾初潮和子宫肌瘤的自我报告与医疗记录之间的一致性。幸运的是,文献支持即使多年后自我报告仍然是收集初潮和子宫肌瘤数据的一种实用方法。我们发现,低估子宫肌瘤的发生率的影响较小。此外,报告子宫肌瘤诊断的比例在基于国民健康保险数据的医疗诊断率范围内。未来研究可以调查台湾自我报告与医疗记录之间的一致性,以解决这一问题。
本研究是首次利用全基因组因果中介分析研究初潮年龄是否以及在何种程度上调节遗传变异对子宫肌瘤的因果影响。通过将初潮年龄视为中介,本报告提供了对子宫肌瘤发病遗传风险因素的深入了解。因此,本文在揭示中介风险因素在疾病遗传机制中的作用方面向前迈进了一步。
研究资金/利益冲突:这项工作得到了中国医药大学、台湾(CMU110-ASIA-13 和 CMU107-Z-04)、科技部、台湾(MOST 110-2314-B-039-058)和国际联合使用/研究中心、医学科学研究所、日本东京大学(K2104)的支持。作者没有利益冲突。
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