Lin Wang, Wei Quan, Jia Song, Yidan Qin, Huibin Zeng, Jian Zhang, Xuan Zhao, Jia Li, Jiajun Chen
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Multivariate regression was used to assess associations, and restricted cubic spline analysis was used to explore potential non-linear dose–response relationships. Two-sample Mendelian randomization (MR) analyses were performed to evaluate the causal effects of levels of multiple fatty acids on the risk of sleep disorders. For analysis on NHANES data, the participants with sleep disorders had significantly lower ω-3 PUFA intake (1.71 ± 1.11 g) compared to those without sleep disorders (1.78 ± 1.14 g, <i>p</i> < 0.001). Regression analysis revealed that higher ω-3 PUFA intake was associated with a reduced risk of sleep disorders, while the MR analyses showed that a higher ratio of ω-6 to total fatty acid levels was causally associated with a lower risk of sleep disorders (IVW OR = 0.930, 95% CI: 0.880–0.983, <i>p</i> = 0.011). 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引用次数: 0
摘要
睡眠障碍是一种常见的健康问题,影响了很大一部分成年人。越来越多的证据表明,饮食因素,特别是多不饱和脂肪酸(PUFA)的摄入,可能在调节睡眠质量方面发挥作用。本研究旨在利用横断面调查数据和全基因组关联研究(GWAS)的数据来研究omega-3 (ω-3)和omega-6 (ω-6) PUFA与睡眠障碍之间的关系。我们使用国家健康与营养检查调查(NHANES, 2005-2018)的数据,分析了31920名参与者的队列,主要自变量是ω-3和ω-6 pufa的摄入量。多变量回归用于评估相关性,限制三次样条分析用于探索潜在的非线性剂量-反应关系。进行双样本孟德尔随机化(MR)分析,以评估多种脂肪酸水平对睡眠障碍风险的因果影响。在NHANES数据分析中,睡眠障碍患者的ω-3 PUFA摄入量(1.71±1.11 g)显著低于无睡眠障碍患者(1.78±1.14 g, p < 0.001)。回归分析显示,较高的ω-3 PUFA摄入量与睡眠障碍风险降低相关,而MR分析显示,较高的ω-6与总脂肪酸水平之比与较低的睡眠障碍风险相关(IVW OR = 0.930, 95% CI: 0.880-0.983, p = 0.011)。我们的研究结果表明,增加ω-3脂肪酸摄入量和增加ω-6脂肪酸与总脂肪酸水平的比例可能与较低的睡眠障碍风险有关,这突出了饮食调整对睡眠健康的潜在益处。未来的研究应进一步探索这些关联,并考虑干预研究,以确定因果关系和最佳饮食建议,以预防睡眠障碍。
Association Between ω-3, ω-6 Polyunsaturated Fatty Acid and Sleep Disorders: From Cross-Sectional to Mendelian Randomization Studies
Sleep disorders are a common health problem affecting a significant proportion of the adult population. Emerging evidence suggests that dietary factors, particularly polyunsaturated fatty acid (PUFA) intake, may play a role in modulating sleep quality. This study aims to investigate the association between omega-3 (ω-3) and omega-6 (ω-6) PUFA and sleep disorders using cross-sectional survey data and data from genome-wide association studies (GWAS). Using data from the National Health and Nutrition Examination Survey (NHANES, 2005–2018), we analyzed a cohort of 31,920 participants, with the primary independent variables being intake of ω-3 and ω-6 PUFAs. Multivariate regression was used to assess associations, and restricted cubic spline analysis was used to explore potential non-linear dose–response relationships. Two-sample Mendelian randomization (MR) analyses were performed to evaluate the causal effects of levels of multiple fatty acids on the risk of sleep disorders. For analysis on NHANES data, the participants with sleep disorders had significantly lower ω-3 PUFA intake (1.71 ± 1.11 g) compared to those without sleep disorders (1.78 ± 1.14 g, p < 0.001). Regression analysis revealed that higher ω-3 PUFA intake was associated with a reduced risk of sleep disorders, while the MR analyses showed that a higher ratio of ω-6 to total fatty acid levels was causally associated with a lower risk of sleep disorders (IVW OR = 0.930, 95% CI: 0.880–0.983, p = 0.011). Our findings suggest that increased ω-3 FA intake and increased ratio of ω-6 to total fatty acid level may be associated with a lower risk of sleep disorders, highlighting the potential benefits of dietary modification for sleep health. Future research should further explore these associations and consider intervention studies to establish causality and optimal dietary recommendations to prevent sleep disorders.
期刊介绍:
Food Science & Nutrition is the peer-reviewed journal for rapid dissemination of research in all areas of food science and nutrition. The Journal will consider submissions of quality papers describing the results of fundamental and applied research related to all aspects of human food and nutrition, as well as interdisciplinary research that spans these two fields.