采用有监督统计混合方法探讨妊娠 2 种膳食质量指数的构成。
Interrogating Components of 2 Diet Quality Indices in Pregnancy using a Supervised Statistical Mixtures Approach.
机构信息
Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, USA.
Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA.
出版信息
Am J Clin Nutr. 2023 Jul;118(1):290-302. doi: 10.1016/j.ajcnut.2023.05.020. Epub 2023 May 16.
BACKGROUND
The Healthy Eating Index (HEI)-2015 and Alternative Healthy Eating Index (AHEI)-2010 evaluate diet holistically in pregnancy. However, it remains unclear how individual index components interact to contribute to health.
OBJECTIVES
To evaluate associations of HEI-2015 and AHEI-2010 components with gestational length using traditional and novel statistical methods in a prospective cohort.
METHODS
Pregnant women completed a 3-mo food-frequency questionnaire (FFQ) at median 13 wk gestation to calculate the HEI-2015 or AHEI-2010. Covariate-adjusted linear regression models evaluated associations of HEI-2015 and AHEI-2010 total scores and individual components (one at a time and simultaneously adjusted) with gestational length. Covariate-adjusted weighted quantile sum regression models evaluated 1) associations of HEI-2015 or AHEI-2010 components as mixtures with gestational length and 2) contributions of components to these associations.
RESULTS
Each 10-point increase in HEI-2015 and AHEI-2010 total score was associated with 0.11 (95% CI: -0.05, 0.27) and 0.14 (95% CI: 0.00, 0.28) wk longer gestation, respectively. In individual or simultaneously adjusted HEI-2015 models, higher intakes of seafood/plant proteins, total protein foods, greens/beans, and saturated fats but lower intakes of added sugars and refined grains were associated with longer gestational length. For the AHEI-2010, higher intake of nuts/legumes and lower intake of sugar-sweetened beverages (SSBs)/fruit juice were associated with longer gestational length. Jointly, 10% increases in HEI-2015 or AHEI-2010 mixtures were associated with 0.17 (95% CI: 0.001, 0.34) and 0.18 (95% CI: 0.05, 0.30) wk longer gestational length, respectively. Seafood/plant protein, total protein foods, dairy, greens/beans, and added sugars were the largest contributors to the HEI-2015 mixture. Nuts/legumes, SSBs/fruit juice, sodium, and DHA/EPA were the largest contributors to the AHEI-2010 mixture. Associations were less precise but consistent in women with spontaneous labors.
CONCLUSIONS
Compared to traditional methods, associations of diet index mixtures with gestational length were more robust and identified unique contributors. Additional studies could consider interrogating these statistical approaches using other dietary indices and health outcomes.
背景
健康饮食指数(HEI-2015)和替代健康饮食指数(AHEI-2010)在怀孕期间全面评估饮食。然而,目前尚不清楚各个指数成分如何相互作用以促进健康。
目的
使用传统和新颖的统计方法,在前瞻性队列中评估 HEI-2015 和 AHEI-2010 成分与妊娠时间的相关性。
方法
孕妇在妊娠 13 周中位数时完成 3 个月的食物频率问卷(FFQ),以计算 HEI-2015 或 AHEI-2010。协变量调整的线性回归模型评估了 HEI-2015 和 AHEI-2010 总分以及单个成分(一次和同时调整)与妊娠时间的关联。协变量调整的加权分位数总和回归模型评估了 1)HEI-2015 或 AHEI-2010 成分作为混合物与妊娠时间的关联,2)成分对这些关联的贡献。
结果
HEI-2015 和 AHEI-2010 总分每增加 10 分,妊娠时间分别延长 0.11(95%CI:-0.05,0.27)和 0.14(95%CI:0.00,0.28)周。在单独或同时调整的 HEI-2015 模型中,较高的海鲜/植物蛋白、总蛋白质食物、绿色/豆类和饱和脂肪摄入,以及较低的添加糖和精制谷物摄入与妊娠时间较长有关。对于 AHEI-2010,较高的坚果/豆类摄入和较低的加糖饮料/果汁摄入与妊娠时间较长有关。总的来说,HEI-2015 或 AHEI-2010 混合物的 10%增加与妊娠时间延长 0.17(95%CI:0.001,0.34)和 0.18(95%CI:0.05,0.30)周相关。海鲜/植物蛋白、总蛋白质食物、乳制品、绿色/豆类和添加糖是 HEI-2015 混合物的最大贡献者。坚果/豆类、加糖饮料/果汁、钠和 DHA/EPA 是 AHEI-2010 混合物的最大贡献者。在自发性分娩的女性中,关联虽然不太精确,但仍较为一致。
结论
与传统方法相比,饮食指数混合物与妊娠时间的关联更稳健,并确定了独特的贡献因素。进一步的研究可以考虑使用其他饮食指数和健康结果来检验这些统计方法。