College of Nursing, University of South Carolina, Columbia, South Carolina, USA.
Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
J Sleep Res. 2022 Aug;31(4):e13543. doi: 10.1111/jsr.13543. Epub 2021 Dec 29.
Police officers experience exposures associated with increased inflammation, such as the stress associated with shiftwork and poor-quality diet, both of which have been shown to affect sleep duration and quality. This study examined the longitudinal and cross-sectional effects of the Energy-density Dietary Inflammatory Index (E-DII™) on objectively and subjectively measured sleep among police officers. Data were derived from the Buffalo Cardio-Metabolic Occupational Police Stress Cohort (n = 464 at baseline), with longitudinal data collected from 2004 to 2019. A food frequency questionnaire obtained estimated dietary intake from which E-DII scores were calculated. Dependent variables were objectively (Micro Motion Logger Sleep Watch™) and subjectively (Pittsburgh Sleep Quality Index) measured sleep quality and quantity. The analyses included a series of linear mixed-effects models used to examine cross-sectional and longitudinal associations between the E-DII and sleep quantity and quality. Cross-sectionally, more pro-inflammatory diets were associated with higher wake-after-sleep-onset but improved subjective sleep quality. In models accounting for both longitudinal and cross-sectional effects, for every 1-unit increase in the E-DII scores over time (representing a pro-inflammatory change), wake-after-sleep-onset increased by nearly 1.4 min (p = 0.07). This result was driven by officers who primarily worked day shifts (β = 3.33, p = 0.01). Conversely, for every 1-unit increase in E-DII score, the Pittsburgh Sleep Quality Index global score improved. More pro-inflammatory diets were associated with increased wake-after-sleep-onset, an objective measure of sleep quality. Intervention studies to reduce dietary inflammatory potential may provide greater magnitude of effect for changes in sleep quality.
警察会接触到一些会导致炎症增加的因素,例如与轮班和不良饮食相关的压力,这些因素已被证明会影响睡眠的持续时间和质量。本研究调查了能量密度饮食炎症指数(E-DII)对警察的客观和主观睡眠测量的纵向和横断面影响。数据来自布法罗心血管代谢职业警察应激队列(基线时 n=464),从 2004 年到 2019 年收集了纵向数据。通过食物频率问卷获得了估计的饮食摄入量,从中计算出 E-DII 分数。因变量是客观(Micro Motion Logger Sleep WatchTM)和主观(匹兹堡睡眠质量指数)测量的睡眠质量和数量。分析包括一系列线性混合效应模型,用于检查 E-DII 与睡眠数量和质量之间的横断面和纵向关联。在横断面分析中,更具促炎作用的饮食与更高的睡眠后觉醒时间有关,但主观睡眠质量有所改善。在同时考虑纵向和横断面效应的模型中,E-DII 得分随时间的每增加 1 个单位(代表促炎变化),睡眠后觉醒时间增加近 1.4 分钟(p=0.07)。这一结果是由主要上白班的警察驱动的(β=3.33,p=0.01)。相反,E-DII 得分每增加 1 个单位,匹兹堡睡眠质量指数的总分就会提高。更具促炎作用的饮食与睡眠后觉醒时间增加有关,这是睡眠质量的客观衡量标准。减少饮食炎症潜力的干预研究可能会对睡眠质量的变化产生更大的影响。