{"title":"饮食炎症可能加剧高脂血症患者的睡眠障碍:由BMI和神经代谢途径介导","authors":"Yueyu Zhang, Xinyi Chen, Yi Tang, Yu Wang, Kangrui Zhang, Juncang Wu","doi":"10.1186/s40795-025-01157-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Hyperlipidemia is closely associated with chronic low-grade inflammation and metabolic disorders. The Dietary Inflammatory Index (DII) reflects the pro-inflammatory potential of the diet, but its association with sleep disorders among individuals with hyperlipidemia remains unclear. This study aims to explore the association between DII and sleep disorders in adults with hyperlipidemia and analyze the mediating effect of body mass index (BMI).</p><p><strong>Methods: </strong>Data from 13,195 participants with hyperlipidemia from the National Health and Nutrition Examination Survey (NHANES) in the United States (2007-2018) were included. Sleep disorders were defined based on self-reported physician diagnosis. DII scores were calculated based on 22 dietary components. Weighted multivariable logistic regression, restricted cubic splines, curve fitting models, and threshold analysis were used to evaluate the association between DII and sleep disorders. Finally, the mediating effect of BMI was analyzed.</p><p><strong>Results: </strong>A total of 13,195 participants were included, of whom 1,598 reported sleep disorders. After adjusting for all covariates using weighted logistic regression, each 1-unit increase in DII was associated with a 5.7% higher prevalence of sleep disorders (odds ratio [OR] = 1.057, 95% confidence interval [CI]: 1.012-1.105). When DII was categorized into four groups, the OR for Q4 versus Q1 was 1.295 (95% CI: 1.039-1.614, P = 0.0269), with a significant trend (trend test P < 0.05). Restricted cubic spline and curve fitting models showed a linear relationship between DII and sleep disorder prevalence. Subgroup analysis indicated a stronger association between DII and sleep disorders among participants with hyperlipidemia who were under 60 years old. Mediation analysis further revealed that BMI mediated 26.07% of the association between DII and sleep disorders (P < 0.05).</p><p><strong>Conclusion: </strong>The results of this cross-sectional study show a positive association between pro-inflammatory diets and the risk of sleep disorders in patients with hyperlipidemia. A significant trend was observed across the quartiles of the Dietary Inflammatory Index (DII). The adjusted odds ratio (OR) for the highest quartile (Q4) compared with the lowest quartile (Q1) was 1.295 (95% confidence interval [CI]: 1.039-1.614, P = 0.0269), which was particularly evident in the young and middle-aged population (< 60 years old). Reducing the dietary inflammatory index may improve sleep health through weight loss (mediated by BMI) and direct anti-inflammatory effects. Future interventional studies are needed to clarify the causal impact of dietary inflammation regulation on sleep quality and the underlying molecular mechanisms, so as to provide a scientific basis for precision nutritional intervention.</p>","PeriodicalId":36422,"journal":{"name":"BMC Nutrition","volume":"11 1","pages":"182"},"PeriodicalIF":2.2000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12502401/pdf/","citationCount":"0","resultStr":"{\"title\":\"Dietary inflammatory potential exacerbates sleep disturbances in hyperlipidemia: mediation by BMI and neuro-metabolic pathways.\",\"authors\":\"Yueyu Zhang, Xinyi Chen, Yi Tang, Yu Wang, Kangrui Zhang, Juncang Wu\",\"doi\":\"10.1186/s40795-025-01157-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Hyperlipidemia is closely associated with chronic low-grade inflammation and metabolic disorders. The Dietary Inflammatory Index (DII) reflects the pro-inflammatory potential of the diet, but its association with sleep disorders among individuals with hyperlipidemia remains unclear. This study aims to explore the association between DII and sleep disorders in adults with hyperlipidemia and analyze the mediating effect of body mass index (BMI).</p><p><strong>Methods: </strong>Data from 13,195 participants with hyperlipidemia from the National Health and Nutrition Examination Survey (NHANES) in the United States (2007-2018) were included. Sleep disorders were defined based on self-reported physician diagnosis. DII scores were calculated based on 22 dietary components. Weighted multivariable logistic regression, restricted cubic splines, curve fitting models, and threshold analysis were used to evaluate the association between DII and sleep disorders. Finally, the mediating effect of BMI was analyzed.</p><p><strong>Results: </strong>A total of 13,195 participants were included, of whom 1,598 reported sleep disorders. After adjusting for all covariates using weighted logistic regression, each 1-unit increase in DII was associated with a 5.7% higher prevalence of sleep disorders (odds ratio [OR] = 1.057, 95% confidence interval [CI]: 1.012-1.105). When DII was categorized into four groups, the OR for Q4 versus Q1 was 1.295 (95% CI: 1.039-1.614, P = 0.0269), with a significant trend (trend test P < 0.05). Restricted cubic spline and curve fitting models showed a linear relationship between DII and sleep disorder prevalence. Subgroup analysis indicated a stronger association between DII and sleep disorders among participants with hyperlipidemia who were under 60 years old. Mediation analysis further revealed that BMI mediated 26.07% of the association between DII and sleep disorders (P < 0.05).</p><p><strong>Conclusion: </strong>The results of this cross-sectional study show a positive association between pro-inflammatory diets and the risk of sleep disorders in patients with hyperlipidemia. A significant trend was observed across the quartiles of the Dietary Inflammatory Index (DII). The adjusted odds ratio (OR) for the highest quartile (Q4) compared with the lowest quartile (Q1) was 1.295 (95% confidence interval [CI]: 1.039-1.614, P = 0.0269), which was particularly evident in the young and middle-aged population (< 60 years old). Reducing the dietary inflammatory index may improve sleep health through weight loss (mediated by BMI) and direct anti-inflammatory effects. Future interventional studies are needed to clarify the causal impact of dietary inflammation regulation on sleep quality and the underlying molecular mechanisms, so as to provide a scientific basis for precision nutritional intervention.</p>\",\"PeriodicalId\":36422,\"journal\":{\"name\":\"BMC Nutrition\",\"volume\":\"11 1\",\"pages\":\"182\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-10-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12502401/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Nutrition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s40795-025-01157-4\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"NUTRITION & DIETETICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Nutrition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s40795-025-01157-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NUTRITION & DIETETICS","Score":null,"Total":0}
引用次数: 0
摘要
背景:高脂血症与慢性低度炎症和代谢紊乱密切相关。饮食炎症指数(DII)反映了饮食的促炎潜力,但其与高脂血症患者睡眠障碍的关系尚不清楚。本研究旨在探讨成人高脂血症患者DII与睡眠障碍的关系,并分析体重指数(BMI)的中介作用。方法:纳入来自美国国家健康与营养调查(NHANES)(2007-2018)的13195名高脂血症患者的数据。睡眠障碍的定义基于自我报告的医生诊断。DII评分是根据22种膳食成分计算的。采用加权多变量logistic回归、受限三次样条、曲线拟合模型和阈值分析来评估DII与睡眠障碍之间的关系。最后,分析BMI的中介作用。结果:共纳入13195名参与者,其中1598人报告有睡眠障碍。在使用加权逻辑回归对所有协变量进行调整后,DII每增加1个单位与睡眠障碍患病率增加5.7%相关(优势比[OR] = 1.057, 95%可信区间[CI]: 1.012-1.105)。将DII分为四组时,Q4与Q1的OR为1.295 (95% CI: 1.039-1.614, P = 0.0269),具有显著的趋势(趋势检验P)。结论:本横断面研究结果显示,促炎饮食与高脂血症患者睡眠障碍风险呈正相关。在饮食炎症指数(DII)的四分位数中观察到一个显著的趋势。最高四分位数(Q4)与最低四分位数(Q1)的校正比值比(OR)为1.295(95%可信区间[CI]: 1.039 ~ 1.614, P = 0.0269),这在中青年人群中尤为明显(
Dietary inflammatory potential exacerbates sleep disturbances in hyperlipidemia: mediation by BMI and neuro-metabolic pathways.
Background: Hyperlipidemia is closely associated with chronic low-grade inflammation and metabolic disorders. The Dietary Inflammatory Index (DII) reflects the pro-inflammatory potential of the diet, but its association with sleep disorders among individuals with hyperlipidemia remains unclear. This study aims to explore the association between DII and sleep disorders in adults with hyperlipidemia and analyze the mediating effect of body mass index (BMI).
Methods: Data from 13,195 participants with hyperlipidemia from the National Health and Nutrition Examination Survey (NHANES) in the United States (2007-2018) were included. Sleep disorders were defined based on self-reported physician diagnosis. DII scores were calculated based on 22 dietary components. Weighted multivariable logistic regression, restricted cubic splines, curve fitting models, and threshold analysis were used to evaluate the association between DII and sleep disorders. Finally, the mediating effect of BMI was analyzed.
Results: A total of 13,195 participants were included, of whom 1,598 reported sleep disorders. After adjusting for all covariates using weighted logistic regression, each 1-unit increase in DII was associated with a 5.7% higher prevalence of sleep disorders (odds ratio [OR] = 1.057, 95% confidence interval [CI]: 1.012-1.105). When DII was categorized into four groups, the OR for Q4 versus Q1 was 1.295 (95% CI: 1.039-1.614, P = 0.0269), with a significant trend (trend test P < 0.05). Restricted cubic spline and curve fitting models showed a linear relationship between DII and sleep disorder prevalence. Subgroup analysis indicated a stronger association between DII and sleep disorders among participants with hyperlipidemia who were under 60 years old. Mediation analysis further revealed that BMI mediated 26.07% of the association between DII and sleep disorders (P < 0.05).
Conclusion: The results of this cross-sectional study show a positive association between pro-inflammatory diets and the risk of sleep disorders in patients with hyperlipidemia. A significant trend was observed across the quartiles of the Dietary Inflammatory Index (DII). The adjusted odds ratio (OR) for the highest quartile (Q4) compared with the lowest quartile (Q1) was 1.295 (95% confidence interval [CI]: 1.039-1.614, P = 0.0269), which was particularly evident in the young and middle-aged population (< 60 years old). Reducing the dietary inflammatory index may improve sleep health through weight loss (mediated by BMI) and direct anti-inflammatory effects. Future interventional studies are needed to clarify the causal impact of dietary inflammation regulation on sleep quality and the underlying molecular mechanisms, so as to provide a scientific basis for precision nutritional intervention.