{"title":"Castelli风险指数i与女性不孕症的相关性:一项横断面研究。","authors":"WeiJing Yang, XingLong Liu, YuChan Wang, YaLu Fu, ChunE Ren, AiFang Jiang, YuHan Meng","doi":"10.1186/s12944-025-02617-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The association between metabolic syndrome and female reproductive health has garnered increasing attention; however, the relationship between the Castelli risk index I (CRI-I, total cholesterol/high-density lipoprotein cholesterol ratio) and infertility remains unclear. This study was designed to explore the potential association between CRI-I and female infertility.</p><p><strong>Methods: </strong>The study population was derived from data collected in three consecutive two-year cycles (2013-2018) of the National Health and Nutrition Examination Survey (NHANES), ultimately including 2,629 female participants aged 18-45 years. Weighted multivariable logistic regression models were used to assess the association between CRI-I and infertility following adjustment for covariates such as demographic characteristics, medical history, and lifestyle factors, among others. Restricted cubic spline and threshold effect analyses were conducted to examine possible nonlinear associations. Subgroup analyses and ROC curves were used to assess robustness and predictive capacity.</p><p><strong>Results: </strong>CRI-I scores were significantly elevated in the infertile group in comparison with the non-infertile group (median [interquartile range, IQR]: 3.38 [2.77-4.07] vs. 3.08 [2.53-3.80]; P = 0.001). CRI-I showed a positive monotonic association with infertility risk, with each unit increase corresponding to a 17% higher likelihood (adjusted OR = 1.17, 95% CI: 1.01-1.36; P = 0.042). Nonlinear analysis identified a threshold effect between CRI-I and infertility risk (inflection point = 3.73): the risk increased significantly when CRI-I was < 3.73 (OR = 1.54, 95% CI: 1.20-1.98), whereas the association attenuated above this threshold. Subgroup analysis revealed a significant interaction by hypertension status (interaction P < 0.05). CRI-I demonstrated modest predictive utility for female infertility (AUC = 0.580, 95% CI: 0.548-0.613).</p><p><strong>Conclusions: </strong>Elevated CRI-I scores were positively associated with female infertility, particularly in specific subgroups (e.g., younger, married, non-hypertensive, or alcohol-consuming individuals). These findings underscore the potential role of dysregulated lipid metabolism in female reproductive dysfunction.</p>","PeriodicalId":18073,"journal":{"name":"Lipids in Health and Disease","volume":"24 1","pages":"200"},"PeriodicalIF":3.9000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12131381/pdf/","citationCount":"0","resultStr":"{\"title\":\"Correlation between Castelli risk index-I and female infertility: A cross-sectional study.\",\"authors\":\"WeiJing Yang, XingLong Liu, YuChan Wang, YaLu Fu, ChunE Ren, AiFang Jiang, YuHan Meng\",\"doi\":\"10.1186/s12944-025-02617-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The association between metabolic syndrome and female reproductive health has garnered increasing attention; however, the relationship between the Castelli risk index I (CRI-I, total cholesterol/high-density lipoprotein cholesterol ratio) and infertility remains unclear. This study was designed to explore the potential association between CRI-I and female infertility.</p><p><strong>Methods: </strong>The study population was derived from data collected in three consecutive two-year cycles (2013-2018) of the National Health and Nutrition Examination Survey (NHANES), ultimately including 2,629 female participants aged 18-45 years. Weighted multivariable logistic regression models were used to assess the association between CRI-I and infertility following adjustment for covariates such as demographic characteristics, medical history, and lifestyle factors, among others. Restricted cubic spline and threshold effect analyses were conducted to examine possible nonlinear associations. Subgroup analyses and ROC curves were used to assess robustness and predictive capacity.</p><p><strong>Results: </strong>CRI-I scores were significantly elevated in the infertile group in comparison with the non-infertile group (median [interquartile range, IQR]: 3.38 [2.77-4.07] vs. 3.08 [2.53-3.80]; P = 0.001). CRI-I showed a positive monotonic association with infertility risk, with each unit increase corresponding to a 17% higher likelihood (adjusted OR = 1.17, 95% CI: 1.01-1.36; P = 0.042). Nonlinear analysis identified a threshold effect between CRI-I and infertility risk (inflection point = 3.73): the risk increased significantly when CRI-I was < 3.73 (OR = 1.54, 95% CI: 1.20-1.98), whereas the association attenuated above this threshold. Subgroup analysis revealed a significant interaction by hypertension status (interaction P < 0.05). CRI-I demonstrated modest predictive utility for female infertility (AUC = 0.580, 95% CI: 0.548-0.613).</p><p><strong>Conclusions: </strong>Elevated CRI-I scores were positively associated with female infertility, particularly in specific subgroups (e.g., younger, married, non-hypertensive, or alcohol-consuming individuals). These findings underscore the potential role of dysregulated lipid metabolism in female reproductive dysfunction.</p>\",\"PeriodicalId\":18073,\"journal\":{\"name\":\"Lipids in Health and Disease\",\"volume\":\"24 1\",\"pages\":\"200\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12131381/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Lipids in Health and Disease\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12944-025-02617-3\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lipids in Health and Disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12944-025-02617-3","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Correlation between Castelli risk index-I and female infertility: A cross-sectional study.
Background: The association between metabolic syndrome and female reproductive health has garnered increasing attention; however, the relationship between the Castelli risk index I (CRI-I, total cholesterol/high-density lipoprotein cholesterol ratio) and infertility remains unclear. This study was designed to explore the potential association between CRI-I and female infertility.
Methods: The study population was derived from data collected in three consecutive two-year cycles (2013-2018) of the National Health and Nutrition Examination Survey (NHANES), ultimately including 2,629 female participants aged 18-45 years. Weighted multivariable logistic regression models were used to assess the association between CRI-I and infertility following adjustment for covariates such as demographic characteristics, medical history, and lifestyle factors, among others. Restricted cubic spline and threshold effect analyses were conducted to examine possible nonlinear associations. Subgroup analyses and ROC curves were used to assess robustness and predictive capacity.
Results: CRI-I scores were significantly elevated in the infertile group in comparison with the non-infertile group (median [interquartile range, IQR]: 3.38 [2.77-4.07] vs. 3.08 [2.53-3.80]; P = 0.001). CRI-I showed a positive monotonic association with infertility risk, with each unit increase corresponding to a 17% higher likelihood (adjusted OR = 1.17, 95% CI: 1.01-1.36; P = 0.042). Nonlinear analysis identified a threshold effect between CRI-I and infertility risk (inflection point = 3.73): the risk increased significantly when CRI-I was < 3.73 (OR = 1.54, 95% CI: 1.20-1.98), whereas the association attenuated above this threshold. Subgroup analysis revealed a significant interaction by hypertension status (interaction P < 0.05). CRI-I demonstrated modest predictive utility for female infertility (AUC = 0.580, 95% CI: 0.548-0.613).
Conclusions: Elevated CRI-I scores were positively associated with female infertility, particularly in specific subgroups (e.g., younger, married, non-hypertensive, or alcohol-consuming individuals). These findings underscore the potential role of dysregulated lipid metabolism in female reproductive dysfunction.
期刊介绍:
Lipids in Health and Disease is an open access, peer-reviewed, journal that publishes articles on all aspects of lipids: their biochemistry, pharmacology, toxicology, role in health and disease, and the synthesis of new lipid compounds.
Lipids in Health and Disease is aimed at all scientists, health professionals and physicians interested in the area of lipids. Lipids are defined here in their broadest sense, to include: cholesterol, essential fatty acids, saturated fatty acids, phospholipids, inositol lipids, second messenger lipids, enzymes and synthetic machinery that is involved in the metabolism of various lipids in the cells and tissues, and also various aspects of lipid transport, etc. In addition, the journal also publishes research that investigates and defines the role of lipids in various physiological processes, pathology and disease. In particular, the journal aims to bridge the gap between the bench and the clinic by publishing articles that are particularly relevant to human diseases and the role of lipids in the management of various diseases.