Yiqing Huang, Dan Zhao, Zhongfang Yang, Changning Wei, Xichenhui Qiu
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Weighted multivariable regression analysis was used to evaluate the correlation of VAI and LAP with depression. The potential non-linear relationship was determined using smooth curve fitting and threshold effect analysis. Additionally, mediation analysis was performed to investigate the potential mediating role of sleep duration. The stability of the relationship was assessed through sensitivity analysis.</p><p><strong>Results: </strong>VAI and LAP were closely related to depression. In the fully adjusted model, VAI and LAP in the highest quartile increased the association of depression by 52% (OR = 1.52, 95% CI 1.20-1.92, P < 0.001) and 51% (OR = 1.51, 95% CI 1.19-1.91, P < 0.001), respectively, compared with the lowest quartile. Specific saturation effects for VAI, LAP, and depression were identified by smoothed curve fitting, with inflection points of 3.81 and 98.55, respectively. Additionally, mediation analysis revealed that 5.1% and 2.8% of the associations between VAI and LAP with depression were mediated through sleep duration. The results of the sensitivity analysis showed interactions between hypertension and cardiovascular disease in the associations of VAI, and depression (P < 0.05).</p><p><strong>Conclusion: </strong>VAI and LAP are associated with depression in US adults. The associations between VAI and LAP with depression are non-linear, which may be mediated through sleep duration. The study highlights the potential of VAI and LAP as valuable tools for the prevention and management of depression.</p>","PeriodicalId":9029,"journal":{"name":"BMC Psychiatry","volume":"25 1","pages":"228"},"PeriodicalIF":3.4000,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11899296/pdf/","citationCount":"0","resultStr":"{\"title\":\"The relationship between VAI, LAP, and depression and the mediation role of sleep duration-evidence from NHANES 2005-2020.\",\"authors\":\"Yiqing Huang, Dan Zhao, Zhongfang Yang, Changning Wei, Xichenhui Qiu\",\"doi\":\"10.1186/s12888-025-06631-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The relationship between obesity and mental health has attracted attention. However, large sample studies on the relationship between visceral fat obesity and depression are lacking. This study aimed to explore the relationship between visceral fat obesity and depression by using visceral adiposity index (VAI) and lipid accumulation product (LAP). Additionally, it sought to explore the potential mediating role of sleep duration in these associations.</p><p><strong>Methods: </strong>The data used in the current cross-sectional investigation are from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2020, including 19,659 participants. Depression was measured using the nine-item Patient Health Questionnaire. Weighted multivariable regression analysis was used to evaluate the correlation of VAI and LAP with depression. The potential non-linear relationship was determined using smooth curve fitting and threshold effect analysis. Additionally, mediation analysis was performed to investigate the potential mediating role of sleep duration. The stability of the relationship was assessed through sensitivity analysis.</p><p><strong>Results: </strong>VAI and LAP were closely related to depression. In the fully adjusted model, VAI and LAP in the highest quartile increased the association of depression by 52% (OR = 1.52, 95% CI 1.20-1.92, P < 0.001) and 51% (OR = 1.51, 95% CI 1.19-1.91, P < 0.001), respectively, compared with the lowest quartile. Specific saturation effects for VAI, LAP, and depression were identified by smoothed curve fitting, with inflection points of 3.81 and 98.55, respectively. Additionally, mediation analysis revealed that 5.1% and 2.8% of the associations between VAI and LAP with depression were mediated through sleep duration. The results of the sensitivity analysis showed interactions between hypertension and cardiovascular disease in the associations of VAI, and depression (P < 0.05).</p><p><strong>Conclusion: </strong>VAI and LAP are associated with depression in US adults. The associations between VAI and LAP with depression are non-linear, which may be mediated through sleep duration. The study highlights the potential of VAI and LAP as valuable tools for the prevention and management of depression.</p>\",\"PeriodicalId\":9029,\"journal\":{\"name\":\"BMC Psychiatry\",\"volume\":\"25 1\",\"pages\":\"228\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-03-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11899296/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Psychiatry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12888-025-06631-8\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Psychiatry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12888-025-06631-8","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0
摘要
背景:肥胖与心理健康的关系已引起人们的关注。然而,关于内脏脂肪、肥胖和抑郁症之间关系的大样本研究还很缺乏。本研究旨在通过内脏脂肪指数(VAI)和脂质积累产物(LAP)来探讨内脏脂肪肥胖与抑郁症的关系。此外,它还试图探索睡眠持续时间在这些关联中的潜在中介作用。方法:本横断面调查中使用的数据来自2005年至2020年的国家健康与营养检查调查(NHANES),包括19659名参与者。抑郁症的测量采用九项患者健康问卷。采用加权多变量回归分析评价VAI、LAP与抑郁症的相关性。采用光滑曲线拟合和阈值效应分析确定了潜在的非线性关系。此外,我们还进行了中介分析,以探讨睡眠时间的潜在中介作用。通过敏感性分析评价关系的稳定性。结果:VAI和LAP与抑郁症密切相关。在完全调整模型中,最高四分位数的VAI和LAP使抑郁症的相关性增加了52% (OR = 1.52, 95% CI 1.20-1.92, P)。结论:VAI和LAP与美国成年人抑郁症相关。VAI和LAP与抑郁症之间的关系是非线性的,这可能通过睡眠时间介导。该研究强调了VAI和LAP作为预防和管理抑郁症的有价值工具的潜力。
The relationship between VAI, LAP, and depression and the mediation role of sleep duration-evidence from NHANES 2005-2020.
Background: The relationship between obesity and mental health has attracted attention. However, large sample studies on the relationship between visceral fat obesity and depression are lacking. This study aimed to explore the relationship between visceral fat obesity and depression by using visceral adiposity index (VAI) and lipid accumulation product (LAP). Additionally, it sought to explore the potential mediating role of sleep duration in these associations.
Methods: The data used in the current cross-sectional investigation are from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2020, including 19,659 participants. Depression was measured using the nine-item Patient Health Questionnaire. Weighted multivariable regression analysis was used to evaluate the correlation of VAI and LAP with depression. The potential non-linear relationship was determined using smooth curve fitting and threshold effect analysis. Additionally, mediation analysis was performed to investigate the potential mediating role of sleep duration. The stability of the relationship was assessed through sensitivity analysis.
Results: VAI and LAP were closely related to depression. In the fully adjusted model, VAI and LAP in the highest quartile increased the association of depression by 52% (OR = 1.52, 95% CI 1.20-1.92, P < 0.001) and 51% (OR = 1.51, 95% CI 1.19-1.91, P < 0.001), respectively, compared with the lowest quartile. Specific saturation effects for VAI, LAP, and depression were identified by smoothed curve fitting, with inflection points of 3.81 and 98.55, respectively. Additionally, mediation analysis revealed that 5.1% and 2.8% of the associations between VAI and LAP with depression were mediated through sleep duration. The results of the sensitivity analysis showed interactions between hypertension and cardiovascular disease in the associations of VAI, and depression (P < 0.05).
Conclusion: VAI and LAP are associated with depression in US adults. The associations between VAI and LAP with depression are non-linear, which may be mediated through sleep duration. The study highlights the potential of VAI and LAP as valuable tools for the prevention and management of depression.
期刊介绍:
BMC Psychiatry is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of psychiatric disorders, as well as related molecular genetics, pathophysiology, and epidemiology.