Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
NHC Key Laboratory of Trace Element Nutrition, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
Eur J Nutr. 2023 Oct;62(7):2805-2825. doi: 10.1007/s00394-023-03195-9. Epub 2023 Jun 19.
Diet pattern (DP) is a key modifiable and cost-effective factor in hypertension (HTN) management. The current study aimed to identify and compare the hypertension-protective DPs among Chinese adults.
52,648 participants aged over 18 years were included from China Nutrition and Health Surveillance (CNHS) 2015-2017. Reduced rank regression (RRR) and partial least square regression (PLS) was applied to identify the DPs. Multivariable-adjusted logistic regression was used to assess the association between the DPs and HTN.
DPs derived by RRR and PLS were both featured by higher consumption of fresh vegetables and fruits, mushrooms and edible fungi, seaweeds, soybeans and related products, mixed legumes, dairy products, fresh eggs, and lower of refined grain consumption. Compared to the lowest quintile, participants in the highest quintile had lower odds of HTN (RRR-DP: OR = 0.77, 95% CI = 0.72-0.83; PLS-DP: OR = 0.76, 95% CI = 0.71-0.82; all p < 0.0001). Simplified DP scores were observed the same protective tendencies (Simplified RRR-DP: OR = 0.81, 95% CI = 0.75-0.87; Simplified PLS-DP: OR = 0.79, 95% CI = 0.74-0.85; all p < 0.0001) and showed effective extrapolation in subgroups defined by gender, age, location, lifestyle, and different metabolic conditions.
The identified DPs had high conformity with East Asian dietary habits, and significantly negative associations with HTN among Chinese adults. The simplified DP technique also indicated the potential for improving the extrapolation of the results of DP analysis related to HTN.
饮食模式(DP)是高血压(HTN)管理中一种关键的可改变且具有成本效益的因素。本研究旨在确定并比较中国成年人中具有降压作用的 DP。
本研究纳入了 2015-2017 年中国营养与健康监测(CNHS)中的 52648 名年龄在 18 岁及以上的参与者。采用降秩回归(RRR)和偏最小二乘回归(PLS)来识别 DP。采用多变量调整的逻辑回归来评估 DP 与 HTN 之间的关联。
RRR 和 PLS 得出的 DP 均具有更高的新鲜蔬菜和水果、蘑菇和可食用真菌、海藻、大豆及其制品、混合豆类、乳制品、新鲜鸡蛋的摄入量,以及更低的精制谷物摄入量的特点。与最低五分位数相比,最高五分位数的参与者患 HTN 的几率较低(RRR-DP:OR=0.77,95%CI=0.72-0.83;PLS-DP:OR=0.76,95%CI=0.71-0.82;均 p<0.0001)。简化 DP 评分也显示出相同的保护趋势(简化 RRR-DP:OR=0.81,95%CI=0.75-0.87;简化 PLS-DP:OR=0.79,95%CI=0.74-0.85;均 p<0.0001),并且在按性别、年龄、地点、生活方式和不同代谢状况定义的亚组中具有有效的外推性。
确定的 DP 与东亚饮食习惯高度一致,并且与中国成年人的 HTN 显著负相关。简化 DP 技术也表明,在 DP 分析结果与 HTN 相关的方面具有改善外推性的潜力。