Scarduelli Lucia, Giacchini Roberto, Parenti Paolo, Migliorati Sonia, Di Brisco Agnese Maria, Vighi Marco
Department of Earth and Environmental Sciences, University of Milano Bicocca, Milan, Italy.
Department of Economics, Management and Statistics, University of Milano Bicocca, Milan, Italy.
Environ Toxicol Chem. 2017 Nov;36(11):3158-3167. doi: 10.1002/etc.3893. Epub 2017 Aug 3.
Biomarkers are widely used in ecotoxicology as indicators of exposure to toxicants. However, their ability to provide ecologically relevant information remains controversial. One of the major problems is understanding whether the measured responses are determined by stress factors or lie within the natural variability range. In a previous work, the natural variability of enzymatic levels in invertebrates sampled in pristine rivers was proven to be relevant across both space and time. In the present study, the experimental design was improved by considering different life stages of the selected taxa and by measuring more environmental parameters. The experimental design considered sampling sites in 2 different rivers, 8 sampling dates covering the whole seasonal cycle, 4 species from 3 different taxonomic groups (Plecoptera, Perla grandis; Ephemeroptera, Baetis alpinus and Epeorus alpicula; Tricoptera, Hydropsyche pellucidula), different life stages for each species, and 4 enzymes (acetylcholinesterase, glutathione S-transferase, alkaline phosphatase, and catalase). Biomarker levels were related to environmental (physicochemical) parameters to verify any kind of dependence. Data were statistically elaborated using hierarchical multilevel Bayesian models. Natural variability was found to be relevant across both space and time. The results of the present study proved that care should be paid when interpreting biomarker results. Further research is needed to better understand the dependence of the natural variability on environmental parameters. Environ Toxicol Chem 2017;36:3158-3167. © 2017 SETAC.
生物标志物在生态毒理学中被广泛用作接触有毒物质的指标。然而,它们提供生态相关信息的能力仍存在争议。主要问题之一是要弄清楚所测得的反应是由应激因素决定的,还是处于自然变异范围内。在先前的一项研究中,已证明在原始河流中采样的无脊椎动物酶水平的自然变异在空间和时间上都是相关的。在本研究中,通过考虑所选分类单元的不同生命阶段并测量更多环境参数,改进了实验设计。实验设计考虑了2条不同河流中的采样点、涵盖整个季节周期的8个采样日期、来自3个不同分类组的4个物种(襀翅目,大石蛉;蜉蝣目,阿尔卑斯短脉石蜉和高山埃蜉;毛翅目,透明长跗蜉)、每个物种的不同生命阶段以及4种酶(乙酰胆碱酯酶、谷胱甘肽S -转移酶、碱性磷酸酶和过氧化氢酶)。将生物标志物水平与环境(物理化学)参数相关联,以验证是否存在任何类型的依赖性。使用分层多级贝叶斯模型对数据进行统计处理。发现自然变异在空间和时间上都是相关的。本研究结果证明,在解释生物标志物结果时应谨慎。需要进一步研究以更好地理解自然变异对环境参数的依赖性。《环境毒理学与化学》2017年;36:3158 - 3167。© 2017 SETAC。