Vejrup Kristine, Brantsæter Anne Lise, Caspersen Ida H, Haug Line S, Villanger Gro D, Aase Heidi, Knutsen Helle K
Institute of Military Epidemiology, Norwegian Armed Forces Joint Medical Serviced, Norway.
Department of Food Safety and Centre for Sustainable Diets, Norwegian Institute of Public Health, Norway.
Heliyon. 2024 Apr 25;10(9):e30246. doi: 10.1016/j.heliyon.2024.e30246. eCollection 2024 May 15.
Blood total mercury concentration (BTHg) predominantly contains methyl Hg from seafood, and less inorganic Hg. Measured BTHg is often available only in a small proportion of large cohort study samples. Associations between estimated dietary intake of total Hg (THg) and lower birth weight within strata of maternal seafood intake was previously reported in the Norwegian Mother, Father, and Child Cohort Study (MoBa). However, maternal seafood consumption was associated with increased birth weight, indicating negative confounding by seafood in the association between THg intake and birth weight. Using predicted BTHg as a proxy for measured BTHg, we hypothesized that predicted BTHg would be associated with decreased birth weight.
To develop and validate a prediction model for BTHg in MoBa and to examine the association between predicted BTHg and birth weight in the MoBa population.
Using linear regression, measured maternal BTHg (n = 1437) was used to build the best fitting model (highest R-squared value). Model validation (n = 1436) was based on correlation and weighted Kappa (Кw). Associations between predicted BTHg in the MoBa population (n = 86,775) or measured BTHg (n = 3590) and birth weight were assessed by multivariate linear regression models.
The best fitting model had R-squared = 0.3 and showed strong correlation (r = 0.53, p < 0.001) between predicted and measured BTHg. Cross-classification (quintiles) showed 73 % correctly classified and 3.3 % grossly misclassified, with Кw of 0.37. Measured BTHg was not associated with birth weight. Predicted BTHg was significantly associated with higher birth weight. There were no trends in birth weight with increasing quintiles of measured or predicted BTHg after stratification into high or low seafood consumption.
The results indicate that prediction of BTHg did not overcome negative confounding of the association between Hg exposure and birth weight by seafood intake. Furthermore, effect on birth weight of toxicological concern is unexpected in our observed BTHg range.
血液总汞浓度(BTHg)主要包含来自海鲜的甲基汞,无机汞含量较少。在大型队列研究样本中,通常只有一小部分能测得BTHg。挪威母婴队列研究(MoBa)先前报道了在母亲海鲜摄入量分层内,估计的总汞(THg)膳食摄入量与较低出生体重之间的关联。然而,母亲食用海鲜与出生体重增加有关,这表明在THg摄入量与出生体重之间的关联中,海鲜存在负混杂效应。我们假设使用预测的BTHg作为实测BTHg的替代指标,预测的BTHg将与出生体重降低有关。
在MoBa中开发并验证BTHg的预测模型,并研究MoBa人群中预测的BTHg与出生体重之间的关联。
使用线性回归,以实测母亲BTHg(n = 1437)构建最佳拟合模型(最高决定系数值)。模型验证(n = 1436)基于相关性和加权Kappa(Кw)。通过多元线性回归模型评估MoBa人群中预测的BTHg(n = 86,775)或实测BTHg(n = 3590)与出生体重之间的关联。
最佳拟合模型的决定系数R² = 0.3,预测的BTHg与实测的BTHg之间显示出强相关性(r = 0.53,p < 0.001)。交叉分类(五分位数)显示73%分类正确,3.3%严重错误分类,Кw为0.37。实测BTHg与出生体重无关。预测的BTHg与较高的出生体重显著相关。在按海鲜高消费或低消费分层后,实测或预测的BTHg五分位数增加时,出生体重无趋势变化。
结果表明,BTHg的预测并未克服海鲜摄入量对汞暴露与出生体重之间关联的负混杂效应。此外,在我们观察到的BTHg范围内,对出生体重的毒理学关注效应出乎意料。