Papadopoulou Eleni, Poothong Somrutai, Koekkoek Jacco, Lucattini Luisa, Padilla-Sánchez Juan Antonio, Haugen Margaretha, Herzke Dorte, Valdersnes Stig, Maage Amund, Cousins Ian T, Leonards Pim E G, Småstuen Haug Line
Department of Environmental Exposures and Epidemiology, Division of Infection Control and Environmental Health, Norwegian Institute of Public Health, P.O. Box 4404, Nydalen, NO-0403 Oslo, Norway.
Department of Environmental Exposures and Epidemiology, Division of Infection Control and Environmental Health, Norwegian Institute of Public Health, P.O. Box 4404, Nydalen, NO-0403 Oslo, Norway.
Environ Res. 2017 Oct;158:269-276. doi: 10.1016/j.envres.2017.06.011. Epub 2017 Jun 26.
Diet is a major source of human exposure to hazardous environmental chemicals, including many perfluoroalkyl acids (PFAAs). Several assessment methods of dietary exposure to PFAAs have been used previously, but there is a lack of comparisons between methods.
To assess human exposure to PFAAs through diet by different methods and compare the results.
We studied the dietary exposure to PFAAs in 61 Norwegian adults (74% women, average age: 42 years) using three methods: i) by measuring daily PFAA intakes through a 1-day duplicate diet study (separately in solid and liquid foods), ii) by estimating intake after combining food contamination with food consumption data, as assessed by 2-day weighted food diaries and iii) by a Food Frequency Questionnaire (FFQ). We used existing food contamination data mainly from samples purchased in Norway and if not available, data from food purchased in other European countries were used. Duplicate diet samples (n=122) were analysed by liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) to quantify 15 PFAAs (11 perfluoroalkyl carboxylates and 4 perfluoroalkyl sulfonates). Differences and correlations between measured and estimated intakes were assessed.
The most abundant PFAAs in the duplicate diet samples were PFOA, PFOS and PFHxS and the median total intakes were 5.6ng/day, 11ng/day and 0.78ng/day, respectively. PFOS and PFOA concentrations were higher in solid than liquid samples. PFOS was the main contributor to the contamination in the solid samples (median concentration 14pg/g food), while it was PFOA in the liquid samples (median concentrations: 0.72pg/g food). High intakes of fats, oils, and eggs were statistically significantly related to high intakes of PFOS and PFOA from solid foods. High intake of milk and consumption of alcoholic beverages, as well as food in paper container were related to high PFOA intakes from liquid foods. PFOA intakes derived from food diary and FFQ were significantly higher than those derived from duplicate diet, but intakes of PFOS derived from food diary and FFQ were significantly lower than those derived from duplicate diet. We found a positive and statistically significant correlation between the PFOS intakes derived from duplicate diet with those using the food diary (rho=0.26, p-value=0.041), but not with the FFQ. Additionally, PFOA intakes derived by duplicate diet were significantly correlated with estimated intakes from liquid food derived from the food diary (rho=0.34, p=0.008) and estimated intakes from the FFQ (rho=0.25, p-value=0.055).
We provide evidence that a food diary or a FFQ-based method can provide comparable intake estimates to PFOS and PFOA intakes derived from a duplicate diet study. These less burdensome methods are valuable and reliable tools to assess dietary exposure to PFASs in human studies.
饮食是人类接触有害环境化学物质的主要来源,其中包括许多全氟烷基酸(PFAA)。此前已使用多种评估饮食中PFAA暴露的方法,但缺乏对这些方法的比较。
通过不同方法评估人类通过饮食接触PFAA的情况并比较结果。
我们采用三种方法研究了61名挪威成年人(74%为女性,平均年龄:42岁)饮食中PFAA的暴露情况:i)通过1天的双份饮食研究(分别针对固体和液体食物)测量每日PFAA摄入量;ii)结合食物污染与食物消费数据估算摄入量,食物污染通过2天的加权食物日记评估,食物消费数据通过食物频率问卷(FFQ)评估;iii)通过食物频率问卷(FFQ)。我们主要使用挪威购买样本的现有食物污染数据,若没有则使用其他欧洲国家购买食物的数据。双份饮食样本(n = 122)通过液相色谱-串联质谱法(LC-MS/MS)分析,以定量15种PFAA(11种全氟烷基羧酸盐和4种全氟烷基磺酸盐)。评估测量摄入量与估算摄入量之间的差异和相关性。
双份饮食样本中含量最高的PFAA是全氟辛酸(PFOA)、全氟辛烷磺酸(PFOS)和全氟己烷磺酸(PFHxS),总摄入量中位数分别为5.6纳克/天、11纳克/天和0.78纳克/天。PFOS和PFOA在固体样本中的浓度高于液体样本。PFOS是固体样本污染的主要贡献者(中位数浓度14皮克/克食物),而液体样本中是PFOA(中位数浓度:0.72皮克/克食物)。高脂肪、油类和蛋类的高摄入量与固体食物中PFOS和PFOA的高摄入量在统计学上显著相关。牛奶的高摄入量、酒精饮料的消费以及纸质容器包装的食物与液体食物中PFOA的高摄入量有关。通过食物日记和FFQ得出的PFOA摄入量显著高于双份饮食得出的摄入量,但通过食物日记和FFQ得出的PFOS摄入量显著低于双份饮食得出的摄入量。我们发现双份饮食得出的PFOS摄入量与使用食物日记得出的摄入量之间存在正相关且具有统计学意义(rho = 0.26,p值 = 0.041),但与FFQ得出的摄入量无相关性。此外,双份饮食得出的PFOA摄入量与食物日记得出的液体食物估算摄入量(rho = 0.34,p = 0.008)和FFQ得出的估算摄入量(rho = 0.25,p值 = 0.055)显著相关。
我们提供的证据表明,基于食物日记或FFQ的方法可以提供与双份饮食研究得出的PFOS和PFOA摄入量相当的估算值。这些负担较小的方法是人体研究中评估饮食中PFAS暴露的有价值且可靠的工具。