Department of Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
Department of Statistics, University of Auckland, Auckland, New Zealand.
Hum Reprod. 2019 Jan 1;34(1):127-136. doi: 10.1093/humrep/dey343.
What are the causal relationships between polycystic ovary syndrome (PCOS) and body mass index (BMI)?
Bidirectional Mendelian randomization analyses suggest that increased BMI is causal for PCOS while the reverse is not the case.
The contribution of obesity to the pathogenesis of PCOS is controversial. To date, published genetic studies addressing this question have generated conflicting results and have not utilized the full extent of known single nucleotide polymorphisms associated with body mass index (BMI).
STUDY DESIGN, SIZE, DURATION: This cross-sectional Mendelian randomization (MR) and genetic association study was conducted in 750 individuals of European origin and with PCOS and 1567 BMI-matched controls.
PARTICIPANTS/MATERIALS, SETTING, METHODS: Cases and controls were matched for BMI as well as for distribution of weight categories (normal weight, overweight, obese). Two-sample MR using inverse variance weighting (IVW) was conducted using a 92-SNP instrument variable for BMI with PCOS as the outcome, followed by two-sample MR with a 16-SNP instrument variable for PCOS with BMI as the outcome. Sensitivity analyses included MR-Egger and maximum likelihood methods. Secondary analyses assessed associations of genetic risk scores and individual SNPs with PCOS, BMI and quantitative androgen-related and glucose homeostasis-related traits.
Each standard deviation genetically higher BMI was associated with a 4.89 (95% CI 1.46-16.32) higher odds of PCOS. Conversely, genetic risk of PCOS did not influence BMI. Sensitivity analyses yielded directionally consistent results. The genetic risk score of 92 BMI SNPs was associated with the diagnosis of PCOS (OR 1.043, 95% CI 1.009-1.078, P = 0.012). Of the 92 BMI risk variants evaluated, none were associated individually with PCOS after considering multiple testing. The association of FTO SNP rs1421085 with BMI was stronger in women with PCOS (β = 0.071, P = 0.0006) than in controls (β = 0.046, P = 0.065).
LIMITATIONS, REASONS FOR CAUTION: The current sample size, while providing good power for MR and genetic risk score analyses, had limited power to demonstrate association of individual SNPs with PCOS. Cases and controls were not matched for age; however, this was mitigated by adjusting analyses for age. Dietary and lifestyle data, which could have been used to explore the greater association of the FTO SNP with BMI in women with PCOS, was not available.
Increasing BMI appears to be causal for PCOS but having PCOS does not appear to affect BMI. This study used the most comprehensive set of SNPs for BMI currently available. Prior studies using fewer SNPs had yielded conflicting results and may have been confounded because cases and controls were not matched for weight categories. The current results highlight the potential utility of weight management in the prevention and treatment of PCOS.
STUDY FUNDING/COMPETING INTEREST(S): National Institutes of Health Grants R01-HD29364 and K24-HD01346 (to R.A.), Grant R01-DK79888 (to M.O.G.), Grant U54-HD034449 (to R.S.L.), Grant U19-HL069757 (to R.M.K.). The funders had no influence on the data collection, analyses or conclusions of the study. No conflict of interests to declare.
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多囊卵巢综合征(PCOS)和体重指数(BMI)之间存在哪些因果关系?
双向孟德尔随机化分析表明,BMI 的增加与 PCOS 存在因果关系,反之则不然。
肥胖对 PCOS 发病机制的贡献仍存在争议。迄今为止,已发表的解决这一问题的遗传研究结果相互矛盾,并且尚未充分利用与体重指数(BMI)相关的已知单核苷酸多态性。
研究设计、大小和持续时间:本研究为 750 名欧洲血统的 PCOS 患者和 1567 名 BMI 匹配的对照进行了横断面孟德尔随机化(MR)和遗传关联研究。
参与者/材料、设置、方法:病例和对照组按 BMI 以及体重类别分布(正常体重、超重、肥胖)进行匹配。使用 92 个 SNP 作为 BMI 的工具变量进行两样本 MR,以 PCOS 为结果,然后使用 16 个 SNP 作为工具变量进行两样本 MR,以 BMI 为结果。敏感性分析包括 MR-Egger 和最大似然法。二次分析评估了遗传风险评分和个体 SNP 与 PCOS、BMI 以及定量雄激素相关和葡萄糖稳态相关特征的关联。
每增加一个标准偏差的遗传 BMI 与 PCOS 的发生几率增加 4.89(95%CI 1.46-16.32)相关。相反,PCOS 的遗传风险并不影响 BMI。敏感性分析得出了方向一致的结果。92 个 BMI SNP 的遗传风险评分与 PCOS 的诊断相关(OR 1.043,95%CI 1.009-1.078,P=0.012)。在所评估的 92 个 BMI 风险变体中,在考虑到多次检验后,没有一个与 PCOS 存在个体关联。FTO SNP rs1421085 与 BMI 的关联在 PCOS 女性中更强(β=0.071,P=0.0006),而在对照组中则较弱(β=0.046,P=0.065)。
局限性、谨慎的原因:目前的样本量虽然为 MR 和遗传风险评分分析提供了很好的效能,但对个体 SNP 与 PCOS 关联的研究能力有限。病例和对照组未按年龄匹配;然而,通过调整分析来考虑年龄,这一点得到了缓解。没有可用的饮食和生活方式数据,这些数据可以用来探索 FTO SNP 与 PCOS 女性 BMI 之间更强的关联。
BMI 的增加似乎与 PCOS 存在因果关系,但 PCOS 似乎不会影响 BMI。本研究使用了目前可用的最全面的 BMI SNP 集。先前使用较少 SNP 的研究得出了相互矛盾的结果,并且可能存在混杂,因为病例和对照组未按体重类别进行匹配。目前的结果强调了体重管理在预防和治疗 PCOS 中的潜在效用。
研究资金/利益冲突:美国国立卫生研究院 R01-HD29364 和 K24-HD01346 拨款(给 R.A.)、R01-DK79888 拨款(给 M.O.G.)、U54-HD034449 拨款(给 R.S.L.)、U19-HL069757 拨款(给 R.M.K.)。资助者对研究的数据收集、分析或结论没有影响。没有利益冲突需要声明。
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