一个简单的数据驱动的饮食模式与不良妊娠结局的低风险相关。

IF 3.1 2区 医学 Q1 OBSTETRICS & GYNECOLOGY
Andrew Batuure, George I Austin, William A Grobman, Karen L Lindsay, David M Haas, Samuel Parry, George R Saade, Hyagriv N Simhan, Robert M Silver, Uma M Reddy, Aya Brown Kav, Shuang Wang, Natalie A Bello, Tal Korem
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引用次数: 0

摘要

背景:围孕期饮食与不良妊娠结局(APOs)的风险相关。人们对不同类型的饮食进行了研究,以评估它们对apo的潜在保护作用。然而,这些饮食中的许多是基于区域饮食偏好,是复杂的,由许多不同的食物类别组成。一个简单的索引可能会增加依从性,并促进更好的临床翻译。目的:评估从围孕期饮食数据得出的节俭指数是否与apo风险降低有关。设计:我们分析了来自美国的7798名孕妇的前瞻性数据,这些数据来自于“未产妊娠结局研究:监测准妈妈(nuMoM2b)”研究。我们将稀疏回归模型应用于食物频率问卷的数据,并使用它来选择少数与低风险共同相关的食物类别。我们在nuMoM2b队列中内部验证了该指数,并在来自环境对儿童健康结果影响(ECHO)研究的2240名参与者的类似数据中外部验证了该指数。结果:数据驱动的饮食指数(DDI)包括豆类、柑橘类水果、深绿色蔬菜和全谷物,它们是apo风险较低的食物类别,而加工肉类、土豆和精制谷物则是风险较高的食物类别。与DDI高度一致与一种或多种APO的相对风险(RR)降低22%相关(调整后RR [CI]为0.78[0.70,0.87])、先兆子痫(0.74[0.56,0.99])和妊娠期高血压(0.81[0.67,0.98])。ECHO数据集的验证表明,与DDI高度对齐与apo减少31%相关(粗RR为0.69[0.50,0.89])。结论:我们展示了一种设计简单数据驱动饮食指数的方法,表明当考虑混杂因素时,它与APO风险降低相关,并在独立数据集中验证了它。未来的研究可以验证DDI的前瞻性干预措施,并将我们的方法应用于其他人群或临床环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Simple data-driven dietary pattern associated with lower risk for adverse pregnancy outcomes.

Background: Periconceptional diet has been associated with the risk of adverse pregnancy outcomes (APOs). Various types of diets have been studied to evaluate their potential protective effect against APOs. However, many of these diets are based on regional dietary preferences, are complex, and are composed of many different food categories. A simpler index may increase compliance and facilitate better clinical translation.

Objective: Evaluate whether alignment to a parsimonious index derived from periconceptional diet data is associated with reduced risk for APOs.

Design: We analyzed prospective data from 7,798 pregnant individuals from the USA in the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-be (nuMoM2b) study. We applied a sparse regression model to data from food frequency questionnaires and used it to select a small number of food categories that were jointly associated with low risk. We validated this index internally in the nuMoM2b cohort and externally on similar data on 2,240 participants from the Environmental influences on Child Health Outcomes (ECHO) study.

Results: The data-driven dietary index (DDI) included legumes, citrus fruits, dark green vegetables, and whole grains as food categories associated with lower risk for APOs versus processed meats, potatoes, and refined grains as associated with higher risk. High alignment with the DDI was associated with 22% relative risk (RR) reduction for 1 or more APO (adjusted RR (aRR) [CI] of 0.78 [0.70,0.87]), preeclampsia (0.74 [0.56,0.99]), and gestational hypertension (0.81 [0.67,0.98]). Validation in the ECHO dataset showed that high alignment to the DDI was associated with a 31% reduction in APOs (crude RR of 0.69 [0.50,0.89]).

Conclusions: We demonstrated an approach for devising a simple data-driven dietary index, showed that it is associated with reduced APO risk when accounting for confounders, and validated it in an independent dataset. Future studies could validate the DDI for prospective interventions, as well as apply our approach to other populations or clinical settings.

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来源期刊
CiteScore
7.40
自引率
3.20%
发文量
254
审稿时长
40 days
期刊介绍: The American Journal of Obstetrics and Gynecology (AJOG) is a highly esteemed publication with two companion titles. One of these is the American Journal of Obstetrics and Gynecology Maternal-Fetal Medicine (AJOG MFM), which is dedicated to the latest research in the field of maternal-fetal medicine, specifically concerning high-risk pregnancies. The journal encompasses a wide range of topics, including: Maternal Complications: It addresses significant studies that have the potential to change clinical practice regarding complications faced by pregnant women. Fetal Complications: The journal covers prenatal diagnosis, ultrasound, and genetic issues related to the fetus, providing insights into the management and care of fetal health. Prenatal Care: It discusses the best practices in prenatal care to ensure the health and well-being of both the mother and the unborn child. Intrapartum Care: It provides guidance on the care provided during the childbirth process, which is critical for the safety of both mother and baby. Postpartum Issues: The journal also tackles issues that arise after childbirth, focusing on the postpartum period and its implications for maternal health. AJOG MFM serves as a reliable forum for peer-reviewed research, with a preference for randomized trials and meta-analyses. The goal is to equip researchers and clinicians with the most current information and evidence-based strategies to effectively manage high-risk pregnancies and to provide the best possible care for mothers and their unborn children.
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