Rudjer Boskovic Institute, Division for Marine and Environmental Research, Bijenicka c. 54, 10000 Zagreb, Croatia.
IRCCS - Istituto di Ricerche Farmacologiche "Mario Negri", Department of Environmental Health Sciences, Via La Masa 19, 20156 Milan, Italy.
Water Res. 2015 May 1;74:23-33. doi: 10.1016/j.watres.2015.02.002. Epub 2015 Feb 10.
The use of caffeine, nicotine and some major metabolites was investigated by wastewater analysis in 13 sewage treatment plants (STPs) across Italy, and their suitability was tested as qualitative and quantitative biomarkers for assessing population size and dynamics. A specific analytical method based on mass spectrometry was developed and validated in raw urban wastewater, and included two caffeine metabolites, 1-methylxanthine and 7-methylxanthine, never reported in wastewater before. All these compounds were found widely at the μg/L level. Mass loads, calculated by multiplying concentrations by the wastewater daily flow rate and normalized to the population served by each plant, were used to compare the profiles from different cities. Some regional differences were observed in the mass loads, especially for nicotine metabolites, which were significantly higher in the south than in the center and north of Italy, reflecting smoking prevalences from population surveys. There were no significant weekly trends, although the mean mass loads of caffeine and its metabolites were slightly lower during the weekend. Most caffeine and nicotine metabolites fulfilled the requirements for an ideal biomarker for the assessment of population size, i.e. being easily detectable in wastewater, stable in sewage and during sampling, and reflecting human metabolism. Nicotine metabolites were tested as quantitative biomarkers to estimate population size and the results agreed well with census data. Caffeine and its metabolites were confirmed as good qualitative biomarkers, but additional information is needed on the caffeine metabolism in relation to the multiple sources of its main metabolites. This exploratory study opens the way to the routine use of nicotine metabolites for estimating population size and dynamics.
利用废水分析对意大利 13 个污水处理厂(STP)中的咖啡因、尼古丁和一些主要代谢物进行了研究,并将其作为评估人口规模和动态的定性和定量生物标志物进行了测试。开发并验证了一种基于质谱的特定分析方法,用于原始城市废水中,包括两种咖啡因代谢物,即 1-甲基黄嘌呤和 7-甲基黄嘌呤,以前从未在废水中报道过。所有这些化合物都以μg/L 水平广泛存在。通过将浓度乘以废水日流量并归一化为每个工厂服务的人口来计算质量负荷,用于比较来自不同城市的图谱。在质量负荷方面观察到一些区域差异,特别是尼古丁代谢物,其在意大利南部明显高于中部和北部,反映了人口调查中的吸烟率。虽然周末咖啡因及其代谢物的平均质量负荷略低,但没有明显的每周趋势。大多数咖啡因和尼古丁代谢物都满足了评估人口规模的理想生物标志物的要求,即在废水中易于检测、在污水中和采样过程中稳定、并反映人体代谢。尼古丁代谢物被测试为定量生物标志物,以估计人口规模,结果与人口普查数据吻合良好。咖啡因及其代谢物被证实是良好的定性生物标志物,但需要更多关于咖啡因代谢与多种主要代谢物来源的关系的信息。这项探索性研究为常规使用尼古丁代谢物来估计人口规模和动态开辟了道路。