Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA.
Ecotoxicology. 2010 Jan;19(1):48-60. doi: 10.1007/s10646-009-0385-3. Epub 2009 Jul 25.
We develop and test a general modeling framework to describe the sublethal effects of pollutants by adding toxicity modules to an established dynamic energy budget (DEB) model. The DEB model describes the rates of energy acquisition and expenditure by individual organisms; the toxicity modules describe how toxicants affect these rates by changing the value of one or more DEB parameters, notably the parameters quantifying the rates of feeding and maintenance. We investigate four toxicity modules that assume: (1) effects on feeding only; (2) effects on maintenance only; (3) effects on feeding and maintenance with similar values for the toxicity parameters; and (4) effects on feeding and maintenance with different values for the toxicity parameters. We test the toxicity modules by fitting each to published data on feeding, respiration, growth and reproduction. Among the pollutants tested are metals (mercury and copper) and various organic compounds (chlorophenols, toluene, polycyclic aromatic hydrocarbons, tetradifon and pyridine); organisms include mussels, oysters, earthworms, water fleas and zebrafish. In most cases, the data sets could be adequately described with any of the toxicity modules, and no single module gave superior fits to all data sets. We therefore propose that for many applications, it is reasonable to use the most general and parameter sparse module, i.e. module 3 that assumes similar effects on feeding and maintenance, as a default. For one example (water fleas), we use parameter estimates to calculate the impact of food availability and toxicant levels on the long term population growth rate.
我们开发并测试了一个通用模型框架,通过向已建立的动态能量预算 (DEB) 模型添加毒性模块来描述污染物的亚致死效应。DEB 模型描述了个体生物的能量获取和支出率;毒性模块通过改变一个或多个 DEB 参数的值来描述有毒物质如何影响这些速率,这些参数特别量化了摄食和维持的速率。我们研究了四个毒性模块,它们假设:(1) 仅对摄食有影响;(2) 仅对维持有影响;(3) 对摄食和维持有影响,毒性参数值相似;(4) 对摄食和维持有影响,毒性参数值不同。我们通过将每个模块拟合到已发表的摄食、呼吸、生长和繁殖数据来测试毒性模块。测试的污染物包括金属(汞和铜)和各种有机化合物(氯酚、甲苯、多环芳烃、四氯酚和吡啶);生物体包括贻贝、牡蛎、蚯蚓、水蚤和斑马鱼。在大多数情况下,任何一个毒性模块都可以充分描述数据集,而且没有一个模块能对所有数据集都给出更好的拟合。因此,我们建议,对于许多应用,使用最通用和参数最少的模块(即假设摄食和维持的影响相似的模块 3)作为默认值是合理的。对于一个例子(水蚤),我们使用参数估计来计算食物供应和有毒物质水平对长期种群增长率的影响。