个体间差异除了平均值之外,还可以为生态毒理学家提供额外的信息。
The inter-individual variance can provide additional information for the ecotoxicologists beside the mean.
机构信息
Department of Zoology and Animal Ecology, Szent István University, Páter K. st. 1, 2100 Gödöllő, Hungary; Centre for Ecological Research, Danube Research Institute, Environmental Chemistry and Ecotoxicology Group, Karolina st. 29, 1113 Budapest, Hungary; Centre for Ecological Research, Institute of Ecology and Botany, "Lendület" Landscape and Conservation Ecology Research Group, Alkotmány u. 2-4, 2163 Vácrátót, Hungary.
Department of Biomathematics and Informatics, University of Veterinary Medicine Budapest, István st. 2, 1078 Budapest, Hungary.
出版信息
Ecotoxicol Environ Saf. 2021 Jul 1;217:112260. doi: 10.1016/j.ecoenv.2021.112260. Epub 2021 Apr 25.
The hypothesis that the inter-individual parameter variability is an unexploited area of ecotoxicology was proposed several decades ago. Although some illustrative examples were presented to support this hypothesis in the last decades, it has never been tested on an extensive, coherent database. In this study, variance changes of 105 dose-response curves were analysed. All data originated from the same experiment, where the effects of the insecticide Trebon EC were investigated in a dose-response manner on 15 traits of the collembolan Folsomia candida in four subsequent generations and two types of insecticide treatments. A consistent relationship between inter-individual variance and insecticide application was found in 2 (first clutch size and growth-reproduction trade-off) out of the 15 of the parameters. Contrary to the mean, the variance of the first clutch size showed consistent differences compared to the control. Furthermore, the variance of the growth-reproduction trade-off was consistently different from the control except in one case (F3 generation of the transgenerational treatment). Higher first clutch size variances were found in F1 and a lower one in the F2 and F3 generations than in that of the control. This overall pattern of the variance changes of the first clutch size and the trade-off seems to be a quick response to the insecticide application. In the short term, we have found that variance increased with insecticide treatment (P and F1 generation), because phenotypic variance generally increases due to environmental stress. Disruptive selection could be another mechanism between the more detoxification less reproduction strategy and the more reproduction less detoxification strategy. However, in the later generations (F2-F3) the variance decreases compared to the control, which could be because on short term selection stronger on the viability parameters and in long-term selection on reproduction becomes stronger. According to our results, analysis of the variance changes of some parameters may give information about the effects of the pesticide even when the mean does not predict any impact. Testing variance changes are important in ecotoxicology because variance change can signalise toxicant impact even when the mean does not change in certain cases.
几十年来,人们一直提出这样一种假设,即个体间参数变异性是生态毒理学中尚未开发的领域。尽管在过去的几十年中提出了一些说明性的例子来支持这一假设,但它从未在广泛而连贯的数据库中得到过验证。在这项研究中,分析了 105 个剂量-反应曲线的方差变化。所有数据均来自同一实验,该实验以剂量反应的方式研究了杀虫剂 Trebon EC 对 15 种跳虫 Folsomia candida 的 15 种特性的影响,实验共进行了四代,采用了两种杀虫剂处理方式。研究发现,在 15 个参数中的 2 个(第一卵囊大小和生长-繁殖权衡)中,个体间方差与杀虫剂应用之间存在一致的关系。与平均值相比,第一卵囊大小的方差与对照相比存在一致的差异。此外,除了一个案例(世代间处理的 F3 代)之外,生长-繁殖权衡的方差与对照始终不同。与对照相比,F1 代的第一卵囊大小方差较高,而 F2 和 F3 代的第一卵囊大小方差较低。第一卵囊大小和权衡的方差变化的这种总体模式似乎是对杀虫剂应用的快速反应。短期内,我们发现方差随杀虫剂处理(P 和 F1 代)而增加,因为表型方差通常会因环境压力而增加。干扰选择可能是解毒能力较弱而繁殖能力较强的策略与繁殖能力较强而解毒能力较弱的策略之间的另一种机制。然而,在后期世代(F2-F3)中,方差与对照相比减小,这可能是因为短期选择对生存力参数更强,而长期选择对繁殖力更强。根据我们的结果,分析某些参数的方差变化可能会提供有关农药影响的信息,即使平均值没有预测到任何影响。在生态毒理学中,测试方差变化很重要,因为在某些情况下,即使平均值不变,方差变化也可能表明有毒物质的影响。