Kang Yi-Fan, Liu Jian-Rong
The Fifth Clinical Medical College of Shanxi Medical University, Shanxi Provincial People's Hospital, Taiyuan, 030001, China.
Shanxi Provincial People's Hospital, Taiyuan, 030001, China.
Reprod Sci. 2025 Jun 23. doi: 10.1007/s43032-025-01905-8.
A substantial body of empirical evidence suggests that dietary antioxidants may play a critical role in promoting positive pregnancy outcomes. However, despite the well-documented benefits of individual antioxidants in reducing oxidative stress and associated complications, research investigating the association between overall antioxidant intake-quantified through the composite dietary antioxidant index (CDAI)-and pregnancy health remains scarce. This research fills a critical void by performing a cross-sectional evaluation based on data collected from the National Health and Nutrition Examination Survey (NHANES) covering the years 2007 to 2018. Through an in-depth assessment of the correlation between CDAI and maternal health outcomes, this study aims to offer fresh perspectives on the possible advantages of a well-rounded antioxidant intake throughout pregnancy.
A weighted multiple logistic regression analysis was utilized to examine the relationship between CDAI and pregnancy outcomes, controlling for potential confounders. To further explore heterogeneity within the data, subgroup analyses were performed to identify population-specific variations in the observed associations. Additionally, non-linear trends were assessed using smoothing curve fitting techniques, allowing for a more comprehensive examination of potential complex relationships. To pinpoint threshold effects within the dataset, a segmented weighted linear regression model was employed, facilitating the identification of an inflection point where the nature or magnitude of the association may shift. This multi-faceted analytical approach ensures a robust evaluation of the impact of dietary antioxidant intake on pregnancy-related health outcomes.
The multivariate logistic regression analysis revealed that higher levels of CDAI were significantly associated with an increased risk of infertility, after adjusting for various potential confounders. Specifically, individuals in the third quartile of CDAI (Q3) exhibited a 2.04-fold increase in the odds of infertility compared to those in the first quartile (OR 2.035, 95% CI 1.243-3.331, p = 0.00471), while those in the fourth quartile (Q4) faced a 3.58-fold greater risk (OR 3.581, 95% CI 2.249-5.700, p < 0.00001). These associations remained significant across subgroups differentiated by age, body mass index (BMI), educational attainment, and family income-to-poverty ratios.Additionally, when CDAI was treated as a continuous variable, a 0.1 unit increase was found to be associated with a more than 7% increase in the odds of achieving pregnancy (OR 1.076, 95% CI 1.042-1.110, p < 0.00001). This relationship highlights the potential impact of antioxidant consumption on reproductive health, indicating that higher antioxidant intake may enhance fertility outcomes. These findings warrant further investigation into the mechanisms by which antioxidants influence fertility, as well as potential public health recommendations for dietary interventions aimed at improving reproductive health.
This study elucidated a non-linear association between CDAI and pregnancy outcomes within a comprehensive, nationally representative cohort. The observed relationship suggests that the impact of antioxidant intake on reproductive health may vary at different levels of CDAI, indicating the presence of potential threshold effects. These findings highlight the intricate role of dietary antioxidants in pregnancy health and underscore the importance of further research to refine dietary guidelines aimed at optimizing reproductive outcomes.
大量实证证据表明,膳食抗氧化剂可能在促进良好的妊娠结局方面发挥关键作用。然而,尽管个别抗氧化剂在减轻氧化应激及相关并发症方面的益处已有充分记录,但通过综合膳食抗氧化指数(CDAI)量化的总体抗氧化剂摄入量与妊娠健康之间关系的研究仍然匮乏。本研究基于2007年至2018年美国国家健康与营养检查调查(NHANES)收集的数据进行横断面评估,填补了这一关键空白。通过深入评估CDAI与孕产妇健康结局之间的相关性,本研究旨在为整个孕期全面摄入抗氧化剂的潜在益处提供新的视角。
采用加权多元逻辑回归分析来检验CDAI与妊娠结局之间的关系,并控制潜在混杂因素。为进一步探索数据中的异质性,进行了亚组分析以确定观察到的关联中特定人群的差异。此外,使用平滑曲线拟合技术评估非线性趋势,以便更全面地检查潜在的复杂关系。为确定数据集中的阈值效应,采用了分段加权线性回归模型,有助于识别关联性质或强度可能发生变化的拐点。这种多方面的分析方法确保了对膳食抗氧化剂摄入量对妊娠相关健康结局影响的有力评估。
多变量逻辑回归分析显示,在调整各种潜在混杂因素后,较高水平的CDAI与不孕风险增加显著相关。具体而言,CDAI第三四分位数(Q3)的个体与第一四分位数的个体相比,不孕几率增加了2.04倍(OR 2.035,95% CI 1.243 - 3.331,p = 0.00471),而第四四分位数(Q4)的个体面临的风险则高3.58倍(OR 3.581,95% CI 2.249 - 5.700,p < 0.00001)。这些关联在按年龄、体重指数(BMI)、教育程度和家庭收入与贫困比率区分的亚组中均保持显著。此外,当将CDAI视为连续变量时,发现每增加0.1个单位与妊娠几率增加超过7%相关(OR 1.076,95% CI 1.042 - 1.110,p < 0.00001)。这种关系凸显了抗氧化剂消费对生殖健康的潜在影响,表明较高的抗氧化剂摄入量可能会改善生育结局。这些发现值得进一步研究抗氧化剂影响生育的机制,以及针对改善生殖健康的膳食干预措施的潜在公共卫生建议。
本研究阐明了在一个全面的、具有全国代表性的队列中CDAI与妊娠结局之间的非线性关联。观察到的关系表明,抗氧化剂摄入量对生殖健康的影响在不同CDAI水平可能有所不同,表明存在潜在的阈值效应。这些发现凸显了膳食抗氧化剂在妊娠健康中的复杂作用,并强调了进一步研究以完善旨在优化生殖结局的膳食指南的重要性。