Abstract
The individual toxicities of five organophosphorus pesticides (dichlorvos, parathion, methyl parathion, malathion and dimethoate) to Daphnia magna were investigated in 24-h immobilization experiments. Using these toxicity data, their combined toxicities were measured in pesticide mixtures designed using either ‘equivalent-effect concentration ratios’ or ‘uniform-design concentration ratios’. The toxicities of mixtures of similarly or dissimilarly acting toxicants are often predicted from the individual toxicities of the component compounds, using one of two distinct biometric models: concentration addition (CA) or independent action (IA). The relative accuracies of the CA and IA models were assessed using the model deviation rate (MDR), which represents the difference between the effect predicted from the individual pesticide concentrations and the observed effect. The mean MDR value of CA was 0.93 (range 0.75–1.31) and the mean value obtained by IA was 3.13 (range 2.52–4.37). We conclude that the CA model is better able to predict the joint toxicities of mixtures of organophosphorus pesticides to D. magna.
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Altenburger R, Schmitt H, Schüürmann G (2005) Algal toxicity of nitrobenzenes: combined effect analysis as a pharmacological probe for similar modes of interaction. Environ Toxicol Chem 24(2):324–333
Andersen TH, Tjørnhøj R, Wollenberger L, Slothuus T, Baun A (2006) Acute and chronic effects of pulse exposure of Daphnia magna to dimethoate and pirimicarb. Environ Toxicol Chem 25(5):1187–1195
Backhaus T, Arrhenius Å, Blanck H (2004) Toxicity of a mixture of dissimilarly acting substances to natural algal communities: predictive power and limitations of independent action and concentration addition. Environ Sci Technol 38(23):6363–6370
Backhaus T, Faust M, Scholze M, Gramatica P, Vighi M, Grimme LH (2009) Joint algal toxicity of phenylurea herbicides is equally predictable by concentration addition and independent action. Environ Toxicol Chem 23(2):258–264
Barata C, Baird Donald J, Nogueira AJA, Soares AMVM, Riva MC (2006) Toxicity of binary mixtures of metals and pyrethroid insecticides to Daphnia magna Straus. Implications for multi-substance risks assessment. Aqua Toxicol 78(1):1–14
Bliss C (1939) The toxicity of poisons appiled jointly. Ann Appl Biol 26(3):585–615
Brooke L (1991) Results of freshwater exposures with the chemicals Atrazine, Biphenyl, Butachlor, Carbaryl, Carbazole, Dibenzofuran, 33-Dichorobenzidine, Dichlorvos. Center for Lake Superior Environmental Studies, University of Wisconsin, Superior, WI 110
Burkepile DE, Moore MT, Holland MM (2000) Susceptibility of five nontarget organisms to aqueous diazinon exposure. Bull Environ Contam Toxicol 64(1):114–121
Duirk SE, Desetto LM, Davis GM, Lindell C, Cornelison CT (2010) Chloramination of organophosphorus pesticides found in drinking water sources. Water Res 44(3):761–768
Enserink EL, Maas-Diepeveen JL, Van Leeuwen CJ (1991) Combined effects of metals; an ecotoxicological evaluation. Water Res 25(6):679–687
Fang KT, Lin Dennis KJ, Winker P, Zhang Y (2000) Uniform design: theory and application. Technometrics 42(3):237–248
Faust M, Altenburger R, Backhaus T, Blanck H, Boedeker W, Gramatica P, Hamer V, Scholze M, Vighi M, Grimme LH (2001) Predicting the joint algal toxicity of multi-component s-triazine mixtures at low-effect concentrations of individual toxicants. Aqua Toxicol 56(1):13–32
Faust M, Altenburger R, Backhaus T, Blanck H, Boedeker W, Gramatica P, Hamer V, Scholze M, Vighi M, Grimme LH (2003) Joint algal toxicity of 16 dissimilarly acting chemicals is predictable by the concept of independent action. Aqua Toxicol 63(1):43–63
Gennings C, Carter WH Jr, Casey M, Moser V, Carchman R, Simmons JE (2004) Analysis of functional effects of a mixture of five pesticides using a ray design. Environ Toxicol Pharm 18(2):115–125
Guilhermino L, Diamantino T, Carolina SM, Soares AMVM (2000) Acute toxicity test with Daphnia magna: an alternative to mammals in the prescreening of chemical toxicity. Ecotox Environ Safe 46(3):357–362
Holcombe GW, Phipps GL, Sulaiman AH, Hoffman AD (1987) Simultaneous multiple species testing: acute toxicity of 13 chemicals to 12 diverse freshwater amphibian, fish, and invertebrate families. Arch Environ Contam Toxicol 16(6):697–710
Jonker MJ, Svendsen C, Bedaux JJ, Bongers M, Kammenga JE (2005) Significance testing of synergistic/antagonistic, dose level-dependent, or dose ratio-dependent effects in mixture dose-response analysis. Environ Toxicol Chem 24(10):2701–2713
Lambropoulou DA, Albanis TA (2001) Optimization of headspace solid-phase microextraction conditions for the determination of organophosphorus insecticides in natural waters. J Chromatogr A 922(1):243–255
Li S, Tan Y (2011) Hormetic response of cholinesterase from Daphnia magna in chronic exposure to triazophos and chlorpyrifos. J Environ Sci 23(5):852–859
Liang YZ, Fang KT, Xu QS (2001) Uniform design and its applications in chemistry and chemical engineering. Chemometr Intell Lab 58(1):43–57
Liu SS, Zhang J, Zhang YH, Qin LT (2009) Combined photobacterium toxicity of herbicide mixtures containing one insecticide. Chemosphere 75(14):381–388
Liu SS, Song XQ, Liu HL, Zhang YH, Zhang J (2012) APTox: assessment and prediction on toxicity of chemical mixtures. Acta Chim Sinica 70(3):1511–1517
Mileson BE, Chambers JE, Chen WL, Dettbarn W, Ehrich M, Eldefrawi AT, Gaylor DW, Hamernik K, Hodgson E, Karczmar AG (1998) Common mechanism of toxicity: a case study of organophosphorus pesticides. Toxicol Sci 41(1):8–20
OECD (2004) Test No. 202: Daphnia sp. acute immobilisation test, OECD Guidelines for the Testing of Chemicals, Section 2, OECD Publishing. doi:10.1787/9789264069947-en
Pehkonen SO, Zhang Q (2002) The degradation of organophosphorus pesticides in natural waters: a critical review. Crit Rev Environ Sci Technol 32(1):17–72
Persoone G, Baudo R, Cotman M, Blaise C, Thompson KCl, Moreira-Santos M, Vollat B, Törökne A, Han T (2009) Review on the acute Daphnia magna toxicity test–Evaluation of the sensitivity and the precision of assays performed with organisms from laboratory cultures or hatched from dormant eggs. Knowl Manag Aquat Ec 393: 1–29
Ren Z, Zha JM, Ma M, Wang ZJ, Gerhardt A (2007) The early warning of aquatic organophosphorus pesticide contamination by on-line monitoring behavioral changes of Daphnia magna. Environ Monit Assess 134(1):373–383
Scholze M, Boedeker W, Faust M, Backhaus T, Altenburger R, Grimme LH (2001) A general best-fit method for concentration-response curves and the estimation of low-effect concentrations. Environ Toxicol Chem 20(2):448–457
Spehar RL, Fiandt JT (1986) Acute and chronic effects of water quality criteria-based metal mixtures on three aquatic species. Environ Toxicol Chem 5(10):917–931
Syberg K, Elleby A, Pedersen H, Cedergreen N, Forbes VE (2008) Mixture toxicity of three toxicants with similar and dissimilar modes of action to Daphnia magna. Ecotox Environ Safe 69(3):428–436
Tan M, Fang HB, Tian GL, Houghton PJ (2003) Experimental design and sample size determination for testing synergism in drug combination studies based on uniform measures. Stat Med 22(13):2091–2100
Van Leeuwen C, Verhaar HJM, Hermens JLM (1996) Quality criteria and risk assessment for mixtures of chemicals in the aquatic environment. Hum Ecol Risk Assess 2(3):419–425
Vighi M, Altenburger R, Arrhenius Å, Backhaus T, Bödeker W, Blanck H, Consolaro F, Faust M, Finizio A, Froehner K (2003) Water quality objectives for mixtures of toxic chemicals: problems and perspectives. Ecotox Environ Safe 54(2):139–150
Walter H, Consolaro F, Gramatica P, Scholze M, Altenburger R (2002) Mixture toxicity of priority pollutants at no observed effect concentrations (NOECs). Ecotoxicology 11(5):299–310
Xie MY, Fang KT (2000) Admissibility and minimaxity of the uniform design measure in nonparametric regression model. J Stat Plan Infer 83(1):101–111
Zhang YH, Liu SS, Liu HL, Liu ZT (2010) Evaluation of the combined toxicity of 15 pesticides by uniform design. Pest Manag Sci 66(8):879–887
Acknowledgments
The authors gratefully acknowledge the financial support of the National Natural Science Foundation of the People’s Republic of China (51268008, 21207024), the Ministry of Environmental Protection (201009026), and the Major Science and Technology Program for Water Pollution Control and Treatment (2012ZX07529-003).
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The authors declare that they have no conflicts of interest.
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Zeng, HH., Lei, CW., Zhang, YH. et al. Prediction of the joint toxicity of five organophosphorus pesticides to Daphnia magna . Ecotoxicology 23, 1870–1877 (2014). https://doi.org/10.1007/s10646-014-1347-y
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DOI: https://doi.org/10.1007/s10646-014-1347-y