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多基因风险评分作为预测台湾孕妇孕期体重增加和妊娠期糖尿病的工具。

Polygenic risk score as a tool to predict gestational weight gain and gestational diabetes among pregnant women in Taiwan.

作者信息

Liao Wen-Ling, Hsieh Hao-I, Liu Ting-Yuan, Lu Hsing-Fang, Huang Yu-Chuen, Chang Ya-Wen, Tsai Fuu-Jen

机构信息

Graduate Institute of Integrated Medicine, College of Chinese Medicine, China Medical University, Taichung, 40402, Taiwan.

Center for Personalized Medicine, Department of Medical Research, China Medical University Hospital, Taichung, 40447, Taiwan.

出版信息

J Hum Genet. 2025 Aug 21. doi: 10.1038/s10038-025-01360-y.

DOI:10.1038/s10038-025-01360-y
PMID:40841580
Abstract

Gestational diabetes mellitus (GDM) is a prevalent pregnancy complication influenced by pre-pregnancy overweight or obese and high gestational weight gain (GWG). This study investigated the impact of body mass index (BMI)-related genetic variants on GWG and GDM risk among Taiwanese women. A case-control study of 3875 pregnant women included 3162 with GDM based on oral glucose tolerance tests and 2483 with GWG data. A genome-wide association study of 71,848 women identified BMI related genetic variants, and a polygenic risk score for BMI (PRS_BMI) was calculated. PRS_BMI was positively associated with GWG (R² = 0.010, P < 0.001). The odds ratio (ORs) for high GWG and GDM per standard deviation increase in PRS_BMI were 2.28 (95% CI = 2.03-2.55, P < 0.001) and 1.34 (95% CI = 1.24-1.45, P < 0.001), respectively. Stratified analyses indicated stronger associations in women with BMI < 25 kg/m², while weaker associations were observed in those with BMI ≥ 25 kg/m². These findings suggest PRS_BMI could be used to identify women at higher risk for excessive GWG and GDM, aiding in early monitoring and targeted risk-reduction strategies.

摘要

妊娠期糖尿病(GDM)是一种常见的妊娠并发症,受孕前超重或肥胖以及孕期体重增加过多(GWG)影响。本研究调查了体重指数(BMI)相关基因变异对台湾女性孕期体重增加和GDM风险的影响。一项针对3875名孕妇的病例对照研究,其中包括3162名根据口服葡萄糖耐量试验诊断为GDM的孕妇以及2483名有GWG数据的孕妇。对71848名女性进行全基因组关联研究以确定BMI相关基因变异,并计算了BMI的多基因风险评分(PRS_BMI)。PRS_BMI与GWG呈正相关(R² = 0.010,P < 0.001)。PRS_BMI每增加一个标准差,高GWG和GDM的比值比(OR)分别为2.28(95% CI = 2.03 - 2.55,P < 0.001)和1.34(95% CI = 1.24 - 1.45,P < 0.001)。分层分析表明,BMI < 25 kg/m²的女性中关联更强,而BMI≥25 kg/m²的女性中关联较弱。这些发现表明,PRS_BMI可用于识别孕期体重增加过多和GDM风险较高的女性,有助于早期监测和针对性的风险降低策略。

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本文引用的文献

1
Pre-pregnancy body mass index, gestational diabetes mellitus, and gestational weight gain: individual and combined effects on fetal growth.孕前体重指数、妊娠期糖尿病和孕期体重增加:对胎儿生长的单独和联合影响。
Front Public Health. 2024 Mar 11;12:1354355. doi: 10.3389/fpubh.2024.1354355. eCollection 2024.
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Distinct and shared genetic architectures of gestational diabetes mellitus and type 2 diabetes.妊娠期糖尿病和 2 型糖尿病的独特和共同遗传结构。
Nat Genet. 2024 Mar;56(3):377-382. doi: 10.1038/s41588-023-01607-4. Epub 2024 Jan 5.
3
Association of Genetic Predisposition and Physical Activity With Risk of Gestational Diabetes in Nulliparous Women.
遗传易感性和体力活动与初产妇妊娠糖尿病风险的关联。
JAMA Netw Open. 2022 Aug 1;5(8):e2229158. doi: 10.1001/jamanetworkopen.2022.29158.
4
Early pregnancy body mass index and gestational weight gain: A mediating or moderating factor for short stature and risk of gestational diabetes mellitus?早孕期体重指数和妊娠期体重增加:矮小和妊娠期糖尿病风险的中介或调节因素?
PLoS One. 2022 Aug 1;17(8):e0272253. doi: 10.1371/journal.pone.0272253. eCollection 2022.
5
Common single-nucleotide polymorphisms combined with a genetic risk score provide new insights regarding the etiology of gestational diabetes mellitus.常见的单核苷酸多态性与遗传风险评分相结合,为妊娠期糖尿病的病因学提供了新的见解。
Diabet Med. 2022 Aug;39(8):e14885. doi: 10.1111/dme.14885. Epub 2022 May 27.
6
Genetic risk of type 2 diabetes modifies the effects of a lifestyle intervention aimed at the prevention of gestational and postpartum diabetes.2 型糖尿病的遗传风险会改变旨在预防妊娠和产后糖尿病的生活方式干预的效果。
Diabetologia. 2022 Aug;65(8):1291-1301. doi: 10.1007/s00125-022-05712-7. Epub 2022 Apr 30.
7
Comparison of multiple imputation algorithms and verification using whole-genome sequencing in the CMUH genetic biobank.台中荣民总医院基因生物银行中多种多重填补算法的比较及全基因组测序验证
Biomedicine (Taipei). 2021 Dec 1;11(4):57-65. doi: 10.37796/2211-8039.1302. eCollection 2021.
8
Multi-ancestry genome-wide association study of gestational diabetes mellitus highlights genetic links with type 2 diabetes.多族裔全基因组关联研究表明,妊娠糖尿病与 2 型糖尿病存在遗传关联。
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An early prediction model for gestational diabetes mellitus based on genetic variants and clinical characteristics in China.基于中国遗传变异和临床特征的妊娠期糖尿病早期预测模型
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Factors affecting the growth of children till the age of three years with overweight whose mothers have diabetes mellitus: A population-based cohort study.影响患有糖尿病的母亲所生超重儿童三岁前生长的因素:一项基于人群的队列研究。
BMC Pediatr. 2021 Jul 2;21(1):298. doi: 10.1186/s12887-021-02768-z.