National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA.
J Nutr. 2013 Jun;143(6):995S-1000S. doi: 10.3945/jn.112.173013. Epub 2013 Apr 17.
Hemoglobin adducts of acrylamide (HbAA) and glycidamide (HbGA) have been measured as biomarkers of acrylamide exposure and metabolism in a nationally representative sample of the U.S. population in the NHANES 2003-2004. We assessed the association of sociodemographic (age, sex, race-ethnicity, education, and income) and lifestyle (smoking, alcohol consumption, BMI, physical activity, and dietary supplement use) variables with these biomarkers in U.S. adults (aged ≥ 20 y). We used bivariate and multiple regression models and assessed the magnitude of an estimated change in biomarker concentration with change in a covariable for 2 biomarkers of acrylamide exposure. Smoking was strongly and significantly correlated with HbAA and HbGA concentrations (rs = 0.51 and 0.42, respectively), with biomarker concentrations being 126 and 101% higher in smokers compared with nonsmokers after adjusting for sociodemographic and lifestyle covariates. Age was moderately and significantly correlated with both biomarkers (rs = -0.21 and -0.22, respectively). BMI (rs = -0.11) and alcohol consumption (rs = 0.13) were weakly yet significantly correlated with HbAA concentrations only. The estimated percentage change in biomarker concentration was ≤ 20% for all variables other than smoking after adjusting for sociodemographic and lifestyle covariates. Using multiple regression models, the sociodemographic variables explained 9 and 7% whereas the sociodemographic and lifestyle variables together explained 46 and 25% of the variability in HbAA and HbGA, respectively, showing the importance of considering and adequately controlling for these variables in future studies. Our findings will be useful in the design and analysis of future studies that assess and evaluate exposure to acrylamide and its metabolism to glycidamide.
血红蛋白加合物丙烯酰胺(HbAA)和缩水甘油酰胺(HbGA)已被测量为丙烯酰胺暴露和代谢的生物标志物在美国人口的全国代表性样本中在 NHANES 2003-2004 年。我们评估了社会人口统计学(年龄、性别、种族-族裔、教育和收入)和生活方式(吸烟、饮酒、BMI、身体活动和膳食补充剂使用)变量与这些生物标志物在美国成年人(年龄≥20 岁)中的关联。我们使用双变量和多元回归模型,并评估了 2 种丙烯酰胺暴露生物标志物中因一个协变量变化而导致的生物标志物浓度的估计变化幅度。吸烟与 HbAA 和 HbGA 浓度呈强且显著相关(rs 分别为 0.51 和 0.42),与非吸烟者相比,调整社会人口统计学和生活方式协变量后,吸烟者的生物标志物浓度分别高出 126%和 101%。年龄与两种生物标志物均呈中度显著相关(rs 分别为-0.21 和-0.22)。BMI(rs=-0.11)和饮酒(rs=0.13)仅与 HbAA 浓度呈弱但显著相关。在调整了社会人口统计学和生活方式协变量后,除了吸烟之外,所有其他变量的生物标志物浓度变化百分比均≤20%。使用多元回归模型,社会人口统计学变量分别解释了 9%和 7%,而社会人口统计学和生活方式变量共同解释了 HbAA 和 HbGA 的变异性分别为 46%和 25%,表明在未来研究中考虑和充分控制这些变量非常重要。我们的研究结果将有助于设计和分析评估丙烯酰胺暴露及其代谢为缩水甘油酰胺的未来研究。