{"title":"肠道微生物群饮食指数与女性不孕症之间的关系:NHANES 2013-2018的横断面研究","authors":"Xiaoyan Zhang, Liangzhi Wu, Haiyan Li, Shuyao Zhang, Wenfeng Hua","doi":"10.3389/fnut.2025.1583805","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Infertility poses a substantial societal and economic burden; however, current preventive strategies are limited. Recently, the relationship between gut microbiota and infertility has garnered increasing attention. The dietary index for gut microbiota (DI-GM) is a new index that reflects the diversity of the gut microbiota. However, its association with female infertility remains unclear.</p><p><strong>Methods: </strong>This cross-sectional study included 3,053 women aged 18-45 years from the National Health and Nutrition Examination Survey (NHANES) database between 2013 and 2018. Infertility was defined based on responses to a questionnaire on reproductive health. The DI-GM score was calculated by averaging the intake from two 24-h dietary recall interviews. Weighted multivariable logistic regression, restricted cubic splines (RCS), and subgroup analyses were used to investigate the association between DI-GM and female infertility.</p><p><strong>Results: </strong>Based on self-reported data, 370 participants (12.12%) were classified as infertile. A higher proportion of participants with lower DI-GM scores experienced infertility. Multivariable logistic regression analysis indicated a negative association between DI-GM and the risk of female infertility, regardless of whether the independent variable was analyzed as a continuous variable or in quartiles in the fully adjusted model (Model 3, continuous variable: OR = 0.89, 95% confidence interval (CI): 0.80-0.98, <i>p</i> = 0.025; Q4 <i>vs.</i> Q1: OR = 0.63, 95% CI = 0.42-0.94, <i>p</i> = 0.032, <i>p</i> for trend = 0.013). The RCS curves demonstrated a non-linear relationship between the DI-GM scores and infertility risk. Subsequent subgroup analyses corroborated the robustness of these findings.</p><p><strong>Conclusion: </strong>These findings suggest a non-linear relationship between DI-GM and the risk of infertility in females, with lower DI-GM scores associated with a higher risk of infertility.</p>","PeriodicalId":12473,"journal":{"name":"Frontiers in Nutrition","volume":"12 ","pages":"1583805"},"PeriodicalIF":4.0000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12066596/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association between the dietary index for gut microbiota and female infertility: a cross-sectional study of NHANES 2013-2018.\",\"authors\":\"Xiaoyan Zhang, Liangzhi Wu, Haiyan Li, Shuyao Zhang, Wenfeng Hua\",\"doi\":\"10.3389/fnut.2025.1583805\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Infertility poses a substantial societal and economic burden; however, current preventive strategies are limited. Recently, the relationship between gut microbiota and infertility has garnered increasing attention. The dietary index for gut microbiota (DI-GM) is a new index that reflects the diversity of the gut microbiota. However, its association with female infertility remains unclear.</p><p><strong>Methods: </strong>This cross-sectional study included 3,053 women aged 18-45 years from the National Health and Nutrition Examination Survey (NHANES) database between 2013 and 2018. Infertility was defined based on responses to a questionnaire on reproductive health. The DI-GM score was calculated by averaging the intake from two 24-h dietary recall interviews. Weighted multivariable logistic regression, restricted cubic splines (RCS), and subgroup analyses were used to investigate the association between DI-GM and female infertility.</p><p><strong>Results: </strong>Based on self-reported data, 370 participants (12.12%) were classified as infertile. A higher proportion of participants with lower DI-GM scores experienced infertility. Multivariable logistic regression analysis indicated a negative association between DI-GM and the risk of female infertility, regardless of whether the independent variable was analyzed as a continuous variable or in quartiles in the fully adjusted model (Model 3, continuous variable: OR = 0.89, 95% confidence interval (CI): 0.80-0.98, <i>p</i> = 0.025; Q4 <i>vs.</i> Q1: OR = 0.63, 95% CI = 0.42-0.94, <i>p</i> = 0.032, <i>p</i> for trend = 0.013). The RCS curves demonstrated a non-linear relationship between the DI-GM scores and infertility risk. Subsequent subgroup analyses corroborated the robustness of these findings.</p><p><strong>Conclusion: </strong>These findings suggest a non-linear relationship between DI-GM and the risk of infertility in females, with lower DI-GM scores associated with a higher risk of infertility.</p>\",\"PeriodicalId\":12473,\"journal\":{\"name\":\"Frontiers in Nutrition\",\"volume\":\"12 \",\"pages\":\"1583805\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-04-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12066596/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Nutrition\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.3389/fnut.2025.1583805\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"NUTRITION & DIETETICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Nutrition","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.3389/fnut.2025.1583805","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"NUTRITION & DIETETICS","Score":null,"Total":0}
引用次数: 0
摘要
背景:不孕症造成了巨大的社会和经济负担;然而,目前的预防战略是有限的。近年来,肠道菌群与不孕症之间的关系越来越受到关注。肠道菌群日粮指数(DI-GM)是反映肠道菌群多样性的新指标。然而,它与女性不孕症的关系尚不清楚。方法:本横断面研究纳入了2013年至2018年国家健康与营养检查调查(NHANES)数据库中年龄在18-45 岁的3053名女性。不孕症的定义是根据对生殖健康问卷的答复确定的。DI-GM评分是通过两次24小时饮食回忆访谈的平均摄入量来计算的。采用加权多变量logistic回归、限制性三次样条(RCS)和亚组分析来研究DI-GM与女性不孕之间的关系。结果:根据自我报告的数据,370名参与者(12.12%)被归类为不育。DI-GM评分较低的参与者出现不孕症的比例较高。多变量logistic回归分析显示,无论自变量是作为连续变量还是在完全调整模型中以四分位数进行分析,DI-GM与女性不孕症风险均呈负相关(模型3,连续变量:or = 0.89,95%置信区间(CI): 0.80-0.98, p = 0.025;第四季度与Q1:或 = 0.63,95% CI = 0.42 - -0.94,p = 0.032,p趋势 = 0.013)。RCS曲线显示DI-GM评分与不孕风险之间存在非线性关系。随后的亚组分析证实了这些发现的稳健性。结论:这些发现提示DI-GM与女性不孕风险之间存在非线性关系,DI-GM评分越低,不孕风险越高。
Association between the dietary index for gut microbiota and female infertility: a cross-sectional study of NHANES 2013-2018.
Background: Infertility poses a substantial societal and economic burden; however, current preventive strategies are limited. Recently, the relationship between gut microbiota and infertility has garnered increasing attention. The dietary index for gut microbiota (DI-GM) is a new index that reflects the diversity of the gut microbiota. However, its association with female infertility remains unclear.
Methods: This cross-sectional study included 3,053 women aged 18-45 years from the National Health and Nutrition Examination Survey (NHANES) database between 2013 and 2018. Infertility was defined based on responses to a questionnaire on reproductive health. The DI-GM score was calculated by averaging the intake from two 24-h dietary recall interviews. Weighted multivariable logistic regression, restricted cubic splines (RCS), and subgroup analyses were used to investigate the association between DI-GM and female infertility.
Results: Based on self-reported data, 370 participants (12.12%) were classified as infertile. A higher proportion of participants with lower DI-GM scores experienced infertility. Multivariable logistic regression analysis indicated a negative association between DI-GM and the risk of female infertility, regardless of whether the independent variable was analyzed as a continuous variable or in quartiles in the fully adjusted model (Model 3, continuous variable: OR = 0.89, 95% confidence interval (CI): 0.80-0.98, p = 0.025; Q4 vs. Q1: OR = 0.63, 95% CI = 0.42-0.94, p = 0.032, p for trend = 0.013). The RCS curves demonstrated a non-linear relationship between the DI-GM scores and infertility risk. Subsequent subgroup analyses corroborated the robustness of these findings.
Conclusion: These findings suggest a non-linear relationship between DI-GM and the risk of infertility in females, with lower DI-GM scores associated with a higher risk of infertility.
期刊介绍:
No subject pertains more to human life than nutrition. The aim of Frontiers in Nutrition is to integrate major scientific disciplines in this vast field in order to address the most relevant and pertinent questions and developments. Our ambition is to create an integrated podium based on original research, clinical trials, and contemporary reviews to build a reputable knowledge forum in the domains of human health, dietary behaviors, agronomy & 21st century food science. Through the recognized open-access Frontiers platform we welcome manuscripts to our dedicated sections relating to different areas in the field of nutrition with a focus on human health.
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