Wang Peilu, Gao Xiang, Willett Walter C, Giovannucci Edward L
Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Fudan University, Shanghai, China.
Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
JAMA Netw Open. 2024 Dec 2;7(12):e2451837. doi: 10.1001/jamanetworkopen.2024.51837.
It remains unclear how socioeconomic status (SES) is related to the association between diet and health, as well as the role of behavioral factors, in explaining socioeconomic disparities in health outcomes.
To investigate the associations of neighborhood and individual SES factors, as well as behavioral factors, particularly dietary pattern, with health outcomes.
DESIGN, SETTING, AND PARTICIPANTS: This prospective cohort study included US health professionals without chronic diseases at baseline who were enrolled in the Health Professionals Follow-Up Study (calendar years 1988-2018), the Nurses' Health Study (calendar years 1992-2018), and the Nurses' Health Study II (calendar years 2001-2019). Data analysis was performed in September 2023.
Repeated questionnaires were used to assess neighborhood and individual SES factors and behavioral factors, including dietary pattern (assessed using the Alternative Healthy Eating Index 2010), alcohol intake, body mass index, cigarette smoking, physical activity, sedentary television-viewing time, and sleep duration.
The main outcomes were incident major cardiovascular disease (CVD), type 2 diabetes (T2D), and total mortality. The associations of SES and behavioral factors with outcomes were analyzed using multivariable Cox proportional hazards regression models with hazard ratios (HRs) per 10th- to 90th-percentile increments.
The study analyzed 152 192 participants for major CVD (mean [SD] age, 52.0 [8.7] years; 125 959 female [82.8%]), 151 217 participants for T2D (mean [SD] age, 52.0 [8.6] years; 125 231 female [82.8%]), and 141 145 participants for mortality (mean [SD] age, 51.6 [8.5] years; 117 627 female [83.3%]). A healthy dietary pattern was inversely associated with risk for major CVD (HR, 0.87 [95% CI, 0.82-0.93]), T2D (HR, 0.79 [95% CI, 0.75-0.84]), and total mortality (HR, 0.84 [95% CI, 0.81-0.88]). Without adjusting for neighborhood and individual SES factors, the HRs were 0.85 (95% CI, 0.80-0.91) for risk for major CVD, 0.78 (95% CI, 0.74-0.82) for T2D, and 0.82 (95% CI, 0.79-0.85) for total mortality. Neighborhood SES was inversely associated with risk for major CVD (HR, 0.90 [95% CI, 0.85-0.95]), T2D (HR, 0.92 [95% CI, 0.88-0.97]), and total mortality (HR, 0.91 [95% CI, 0.88-0.94]). Behavioral factors accounted for a large proportion of the associations with risk for major CVD (46.3% [95% CI, 32.5%-60.6%]), T2D (77.4% [95% CI, 64.5%-86.6%]), and total mortality (42.8% [95% CI, 32.9%-53.3%]).
In this prospective cohort study of health professionals, associations between diet and health outcomes remained similar without adjusting for SES factors, while health behaviors, including diet, accounted for a large proportion of the associations between neighborhood SES and health. These findings highlight the importance of health behaviors, particularly high-quality diets, in promoting individual health and possibly reducing health disparities associated with SES.
在解释健康结果的社会经济差异方面,社会经济地位(SES)如何与饮食和健康之间的关联以及行为因素的作用相关,目前仍不清楚。
调查邻里和个体SES因素以及行为因素,特别是饮食模式,与健康结果之间的关联。
设计、设置和参与者:这项前瞻性队列研究纳入了基线时无慢性病的美国健康专业人员,他们参与了健康专业人员随访研究(1988 - 2018历年)、护士健康研究(1992 - 2018历年)和护士健康研究II(2001 - 2019历年)。数据分析于2023年9月进行。
使用重复问卷评估邻里和个体SES因素以及行为因素,包括饮食模式(使用2010年替代健康饮食指数评估)、酒精摄入量、体重指数、吸烟、身体活动、久坐看电视时间和睡眠时间。
主要结局为新发主要心血管疾病(CVD)、2型糖尿病(T2D)和全因死亡率。使用多变量Cox比例风险回归模型分析SES和行为因素与结局的关联,并给出每第10百分位数至第90百分位数增量的风险比(HR)。
该研究分析了152192名参与者的主要CVD情况(平均[标准差]年龄,52.0[8.7]岁;125959名女性[82.8%]),151217名参与者的T2D情况(平均[标准差]年龄,52.0[8.6]岁;125231名女性[82.8%]),以及141145名参与者的死亡率情况(平均[标准差]年龄,51.6[8.5]岁;117627名女性[83.3%])。健康的饮食模式与主要CVD风险(HR,0.87[95%CI,0.82 - 0.93])、T2D风险(HR,0.79[95%CI,0.75 - 0.84])和全因死亡率(HR,0.84[95%CI,0.81 - 0.88])呈负相关。在未调整邻里和个体SES因素的情况下,主要CVD风险的HR为0.85(95%CI,0.80 - 0.91),T2D风险的HR为0.78(95%CI,0.74 - 0.82),全因死亡率的HR为0.82(95%CI,0.79 - 0.85)。邻里SES与主要CVD风险(HR,0.90[95%CI,0.85 - 0.95])、T2D风险(HR,0.92[95%CI,0.88 - 0.97])和全因死亡率(HR,0.91[95%CI,0.88 - 0.94])呈负相关。行为因素在与主要CVD风险(46.3%[95%CI,32.5% - 60.6%])、T2D风险(77.4%[95%CI,64.5% - 86.6%])和全因死亡率(42.8%[95%CI,32.9% - 53.3%])的关联中占很大比例。
在这项针对健康专业人员的前瞻性队列研究中,在不调整SES因素的情况下,饮食与健康结果之间的关联仍然相似,而包括饮食在内的健康行为在邻里SES与健康之间的关联中占很大比例。这些发现凸显了健康行为,特别是高质量饮食,在促进个体健康以及可能减少与SES相关的健康差异方面的重要性。