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RESEARCH ARTICLE

Endogenous and exogenous biomarker analysis in terrestrial phase amphibians (Lithobates sphenocephala) following dermal exposure to pesticide mixtures

Donna A. Glinski https://orcid.org/0000-0001-7934-5666 A B C F , S. Thomas Purucker D , Robin J. Van Meter E , Marsha C. Black B and W. Matthew Henderson D
+ Author Affiliations
- Author Affiliations

A Grantee to U.S. Environmental Protection Agency via Oak Ridge Institute of Science and Education, Athens, GA 30605, USA.

B Department of Environmental Health Science, Interdisciplinary Toxicology Program, University of Georgia, Athens, GA 30602, USA.

C Present address: School of Chemical Sciences, Dublin City University, Dublin D09 W6Y4, Ireland.

D U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, Athens, GA 30605, USA.

E Departments of Biology and Environmental Science/Studies, Washington College, Chestertown, MD 21620, USA.

F Corresponding author. Email: donna.glinski@dcu.ie

Environmental Chemistry 16(1) 55-67 https://doi.org/10.1071/EN18163
Submitted: 2 August 2018  Accepted: 7 November 2018   Published: 28 November 2018

Environmental context. Metabolomics can be used to provide a snapshot of an organism’s physiology as the organism is exposed to varying environmental conditions. In this study, laboratory-reared amphibians were exposed to multiple pesticides, analogous to field exposures, resulting in an impact to both pesticide body concentrations and the amphibians’ hepatic metabolome. These data can be used in the environmental and ecological risk assessment of multiple pesticides in non-target species.

Abstract. Pesticide mixtures are frequently co-applied throughout an agricultural growing season to maximise crop yield. Therefore, non-target ecological species (e.g. amphibians) may be exposed to several pesticides at any given time on these agricultural landscapes. The objectives of this study were to quantify body burdens in terrestrial phase amphibians and translate perturbed metabolites to their corresponding biochemical pathways affected by exposure to pesticides as both singlets and in combination. Southern leopard frogs (Lithobates sphenocephala) were exposed either at the maximum or 1/10th maximum application rate to single, double or triple pesticide mixtures of bifenthrin (insecticide), metolachlor (herbicide) and triadimefon (fungicide). Tissue concentrations demonstrated both facilitated and competitive uptake of pesticides when in mixtures. Metabolomic profiling of amphibian livers identified metabolites of interest for both application rates; however, the magnitude of changes varied for the two exposure rates. Exposure to lower concentrations demonstrated downregulation in amino acids, potentially owing to their usage for glutathione metabolism and/or increased energy demands. Amphibians exposed to the maximum application rate resulted in upregulation of amino acids and other key metabolites likely owing to depleted energy resources. Coupling endogenous and exogenous biomarkers of pesticide exposure can be used to form vital links in an ecological risk assessment by relating internal dose to pathophysiological outcomes in non-target species.

Additional keywords: application rate, body burden, frog, metabolomics.


References

Abumrad NN, Robinson RP, Gooch BR, Lacy W (1982). The effect of leucine infusion on substrate flux across the human forearm. The Journal of Surgical Research 32, 453–463.
The effect of leucine infusion on substrate flux across the human forearmCrossref | GoogleScholarGoogle Scholar |

Blaustein AR, Wake DB, Sousa WP (1994). Amphibian declines: judging stability, persistence, and susceptibility of populations to local and global extinctions. Conservation Biology 8, 60–71.
Amphibian declines: judging stability, persistence, and susceptibility of populations to local and global extinctionsCrossref | GoogleScholarGoogle Scholar |

Boone MD (2008). Examining the single and interactive effects of three insecticides on amphibian metamorphosis. Environmental Toxicology and Chemistry 27, 1561–1568.
Examining the single and interactive effects of three insecticides on amphibian metamorphosisCrossref | GoogleScholarGoogle Scholar |

Boone MD, Bridges-Britton CM (2006). Examining multiple sublethal contaminants on the gray treefrog (Hyla versicolor): effects of an insecticide, herbicide, and fertilizer. Environmental Toxicology and Chemistry 25, 3261–3265.
Examining multiple sublethal contaminants on the gray treefrog (Hyla versicolor): effects of an insecticide, herbicide, and fertilizerCrossref | GoogleScholarGoogle Scholar |

Boone MD, James SM (2003). Interactions of an insecticide, herbicide, and natural stressors in amphibian community mesocosms. Ecological Applications 13, 829–841.
Interactions of an insecticide, herbicide, and natural stressors in amphibian community mesocosmsCrossref | GoogleScholarGoogle Scholar |

Brosnan JT, Brosnan ME (2006). Branched-chain amino acids: enzyme and substrate regulation. The Journal of Nutrition 136, 207S–211S.
Branched-chain amino acids: enzyme and substrate regulationCrossref | GoogleScholarGoogle Scholar |

Brühl CA, Pieper S, Weber B (2011). Amphibians at risk? Susceptibility of terrestrial amphibian life stages to pesticides. Environmental Toxicology and Chemistry 30, 2465–2472.
Amphibians at risk? Susceptibility of terrestrial amphibian life stages to pesticidesCrossref | GoogleScholarGoogle Scholar |

Calder PC (2006). Branched-chain amino acids and immunity. The Journal of Nutrition 136, 288S–293S.
Branched-chain amino acids and immunityCrossref | GoogleScholarGoogle Scholar |

Ch R, Singh AK, Pandey P, Saxena PN, Mudiam MKR (2015). Identifying the metabolic perturbations in earthworm induced by cypermethrin using gas chromatography-mass spectrometry based metabolomics. Scientific Reports 5, 15674

Chang C-C, Lee P-P, Hsu J-P, Yeh S-P, Cheng W (2006). Survival, and biochemical, physiological, and histopathological responses of the giant freshwater prawn, Macrobrachium rosenbergii, to short-term trichlorfon exposure. Aquaculture 253, 653–666.
Survival, and biochemical, physiological, and histopathological responses of the giant freshwater prawn, Macrobrachium rosenbergii, to short-term trichlorfon exposureCrossref | GoogleScholarGoogle Scholar |

Christin MS, Gendron AD, Brousseau P, Ménard L, Marcogliese DJ, Cyr D, Ruby S, Fournier M (2003). Effects of agricultural pesticides on the immune system of Rana pipiens and on its resistance to parasitic infection. Environmental Toxicology and Chemistry 22, 1127–1133.
Effects of agricultural pesticides on the immune system of Rana pipiens and on its resistance to parasitic infectionCrossref | GoogleScholarGoogle Scholar |

Cloyd RA (2012). Pesticide mixtures: understanding their use in horticultural production systems. Kansas State University Agricultural Experiment Station and Cooperative Extension Service (MF-3045).

Cusaac JPW, Mimbs Iv WH, Belden JB, Smith LM, Mcmurry ST (2015). Terrestrial exposure and effects of Headline AMP® fungicide on amphibians. Ecotoxicology (London, England) 24, 1341–1351.
Terrestrial exposure and effects of Headline AMP® fungicide on amphibiansCrossref | GoogleScholarGoogle Scholar |

Cusaac JPW, Morrison SA, Belden JB, Smith LM, Mcmurry ST (2016). Acute toxicity of Headline® fungicide to Blanchard’s cricket frogs (Acris blanchardi). Ecotoxicology 25, 447–455.
Acute toxicity of Headline® fungicide to Blanchard’s cricket frogs (Acris blanchardi)Crossref | GoogleScholarGoogle Scholar |

Dinehart SK, Smith LM, Mcmurry ST, Anderson TA, Smith PN, Haukos DA (2009). Toxicity of a glufosinate-and several glyphosate-based herbicides to juvenile amphibians from the Southern High Plains, USA. The Science of the Total Environment 407, 1065–1071.
Toxicity of a glufosinate-and several glyphosate-based herbicides to juvenile amphibians from the Southern High Plains, USACrossref | GoogleScholarGoogle Scholar |

Dornelles MF, Oliveira GT (2014). Effect of atrazine, glyphosate and quinclorac on biochemical parameters, lipid peroxidation and survival in bullfrog tadpoles (Lithobates catesbeianus). Archives of Environmental Contamination and Toxicology 66, 415–429.
Effect of atrazine, glyphosate and quinclorac on biochemical parameters, lipid peroxidation and survival in bullfrog tadpoles (Lithobates catesbeianus)Crossref | GoogleScholarGoogle Scholar |

Downes CP, Macphee CH (1990). myo‐Inositol metabolites as cellular signals. European Journal of Biochemistry 193, 1–18.
myo‐Inositol metabolites as cellular signalsCrossref | GoogleScholarGoogle Scholar |

Ekman DR, Keun HC, Eads CD, Furnish CM, Murrell RN, Rockett JC, Dix DJ (2006). Metabolomic evaluation of rat liver and testis to characterize the toxicity of triazole fungicides. Metabolomics 2, 63–73.
Metabolomic evaluation of rat liver and testis to characterize the toxicity of triazole fungicidesCrossref | GoogleScholarGoogle Scholar |

Fernstrom JD (2005). Branched-chain amino acids and brain function. The Journal of Nutrition 135, 1539S–1546S.
Branched-chain amino acids and brain functionCrossref | GoogleScholarGoogle Scholar |

Gatten RE (1987). Activity metabolism of anuran amphibians: tolerance to dehydration. Physiological Zoology 60, 576–585.
Activity metabolism of anuran amphibians: tolerance to dehydrationCrossref | GoogleScholarGoogle Scholar |

Gilliom RJ, Barbash JE, Crawford CG, Hamilton PA, Martin JD, Nakagaki N, Nowell LH, Scott JC, Stackelberg PE, Thelin GP (2006). The Quality of Our Nation’s Waters – Pesticides in the Nation’s Streams and Ground Water, 1992–2001: U.S. Geological Survey Circular 1291, 172 pp.

Glinski DA, Purucker ST, Van Meter RJ, Black MC, Henderson WM (2018). Analysis of pesticides in surface water, stemflow, and throughfall in an agricultural area in South Georgia, USA. Chemosphere 209, 496–507.
Analysis of pesticides in surface water, stemflow, and throughfall in an agricultural area in South Georgia, USACrossref | GoogleScholarGoogle Scholar |

Güngördü A, Uçkun M, Yoloğlu E (2016). Integrated assessment of biochemical markers in premetamorphic tadpoles of three amphibian species exposed to glyphosate-and methidathion-based pesticides in single and combination forms. Chemosphere 144, 2024–2035.
Integrated assessment of biochemical markers in premetamorphic tadpoles of three amphibian species exposed to glyphosate-and methidathion-based pesticides in single and combination formsCrossref | GoogleScholarGoogle Scholar |

Hansen JM, Go Y-M, Jones DP (2006). Nuclear and mitochondrial compartmentation of oxidative stress and redox signaling. Annual Review of Pharmacology and Toxicology 46, 215–234.
Nuclear and mitochondrial compartmentation of oxidative stress and redox signalingCrossref | GoogleScholarGoogle Scholar |

Hayes TB, Case P, Chui S, Chung D, Haeffele C, Haston K, Lee M, Mai VP, Marjuoa Y, Parker J, Tsui M (2006). Pesticide mixtures, endocrine disruption, and amphibian declines: Are we underestimating the impact?. Environmental Health Perspectives 114, 40–50.
Pesticide mixtures, endocrine disruption, and amphibian declines: Are we underestimating the impact?Crossref | GoogleScholarGoogle Scholar |

Houen G (1998). Mammalian Cu-containing amine oxidases (CAOs): new methods of analysis, structural relationships, and possible functions. APMIS 96, 1–46.

Howe GE, Gillis R, Mowbray RC (1998). Effect of chemical synergy and larval stage on the toxicity of atrazine and alachlor to amphibian larvae. Environmental Toxicology and Chemistry 17, 519–525.
Effect of chemical synergy and larval stage on the toxicity of atrazine and alachlor to amphibian larvaeCrossref | GoogleScholarGoogle Scholar |

Hua J, Relyea R (2014). Chemical cocktails in aquatic systems: Pesticide effects on the response and recovery of >20 animal taxa. Environmental Pollution 189, 18–26.
Chemical cocktails in aquatic systems: Pesticide effects on the response and recovery of >20 animal taxaCrossref | GoogleScholarGoogle Scholar |

Hutson SM, Sweatt AJ, Lanoue KF (2005). Branched-chain amino acid metabolism: implications for establishing safe intakes. The Journal of Nutrition 135, 1557S–1564S.
Branched-chain amino acid metabolism: implications for establishing safe intakesCrossref | GoogleScholarGoogle Scholar |

Ibba M, Söll D (2000). Aminoacyl-tRNA synthesis. Annual Review of Biochemistry 69, 617–650.
Aminoacyl-tRNA synthesisCrossref | GoogleScholarGoogle Scholar |

Ichu T-A, Han J, Borchers CH, Lesperance M, Helbing CC (2014). Metabolomic insights into system-wide coordination of vertebrate metamorphosis. BMC Developmental Biology 14, 5
Metabolomic insights into system-wide coordination of vertebrate metamorphosisCrossref | GoogleScholarGoogle Scholar |

Kimball SR, Jefferson LS (2006). Signaling pathways and molecular mechanisms through which branched-chain amino acids mediate translational control of protein synthesis. The Journal of Nutrition 136, 227S–231S.
Signaling pathways and molecular mechanisms through which branched-chain amino acids mediate translational control of protein synthesisCrossref | GoogleScholarGoogle Scholar |

Kumar A, Goyal R (2008). Possible GABAergic modulation in the protective effect of zolpidem in acute hypoxic stress-induced behavior alterations and oxidative damage. Neurochemical Research 33, 370–377.
Possible GABAergic modulation in the protective effect of zolpidem in acute hypoxic stress-induced behavior alterations and oxidative damageCrossref | GoogleScholarGoogle Scholar |

Laetz CA, Baldwin DH, Collier TK, Hebert V, Stark JD, Scholz NL (2009). The synergistic toxicity of pesticide mixtures: implications for risk assessment and the conservation of endangered Pacific salmon. Environmental Health Perspectives 117, 348–353.
The synergistic toxicity of pesticide mixtures: implications for risk assessment and the conservation of endangered Pacific salmonCrossref | GoogleScholarGoogle Scholar |

Layman DK, Walker DA (2006). Potential importance of leucine in treatment of obesity and the metabolic syndrome. The Journal of Nutrition 136, 319S–323S.
Potential importance of leucine in treatment of obesity and the metabolic syndromeCrossref | GoogleScholarGoogle Scholar |

Liu Y, Chen T, Li M-H, Xu H-D, Jia A-Q, Zhang J-F, Wang J-S (2015). 1H NMR based metabolomics approach to study the toxic effects of dichlorvos on goldfish (Carassius auratus). Chemosphere 138, 537–545.
1H NMR based metabolomics approach to study the toxic effects of dichlorvos on goldfish (Carassius auratus)Crossref | GoogleScholarGoogle Scholar |

Lommen A (2009). MetAlign: interface-driven, versatile metabolomics tool for hyphenated full-scan mass spectrometry data preprocessing. Analytical Chemistry 81, 3079–3086.
MetAlign: interface-driven, versatile metabolomics tool for hyphenated full-scan mass spectrometry data preprocessingCrossref | GoogleScholarGoogle Scholar |

Madl J, Royer S (2000). Glutamate dependence of GABA levels in neurons of hypoxic and hypoglycemic rat hippocampal slices. Neuroscience 96, 657–664.
Glutamate dependence of GABA levels in neurons of hypoxic and hypoglycemic rat hippocampal slicesCrossref | GoogleScholarGoogle Scholar |

Mann RM, Hyne RV, Choung CB, Wilson SP (2009). Amphibians and agricultural chemicals: review of the risks in a complex environment. Environmental Pollution 157, 2903–2927.
Amphibians and agricultural chemicals: review of the risks in a complex environmentCrossref | GoogleScholarGoogle Scholar |

McCoole MD, Atkinson NJ, Graham DI, Grasser EB, Joselow AL, Mccall NM, Welker AM, Wilsterman EJ, Baer KN, Tilden AR (2012). Genomic analyses of aminergic signaling systems (dopamine, octopamine and serotonin) in Daphnia pulex. Comparative Biochemistry and Physiology. Part D, Genomics & Proteomics 7, 35–58.
Genomic analyses of aminergic signaling systems (dopamine, octopamine and serotonin) in Daphnia pulexCrossref | GoogleScholarGoogle Scholar |

Miller L, Newcombe R, Triplett E (1970). Isolation and partial characterization of amphibian tyrosine oxidase. Comparative Biochemistry and Physiology 32, 555–567.
Isolation and partial characterization of amphibian tyrosine oxidaseCrossref | GoogleScholarGoogle Scholar |

Nagato EG, Simpson AJ, Simpson MJ (2016). Metabolomics reveals energetic impairments in Daphnia magna exposed to diazinon, malathion and bisphenol-A. Aquatic Toxicology (Amsterdam, Netherlands) 170, 175–186.
Metabolomics reveals energetic impairments in Daphnia magna exposed to diazinon, malathion and bisphenol-ACrossref | GoogleScholarGoogle Scholar |

Nelson D, Cox M (2008). ‘Lehninger principles of biochemistry.’ (W. H. Freeman and Company: New York, NY)

Niu W, Knight E, Xia Q, Mcgarvey BD (2014). Comparative evaluation of eight software programs for alignment of gas chromatography–mass spectrometry chromatograms in metabolomics experiments. Journal of Chromatography A 1374, 199–206.
Comparative evaluation of eight software programs for alignment of gas chromatography–mass spectrometry chromatograms in metabolomics experimentsCrossref | GoogleScholarGoogle Scholar |

O’Donoghue P, Luthey-Schulten Z (2003). On the evolution of structure in aminoacyl-tRNA synthetases. Microbiology and Molecular Biology Reviews 67, 550–573.
On the evolution of structure in aminoacyl-tRNA synthetasesCrossref | GoogleScholarGoogle Scholar |

Pape-Lindstrom PA, Lydy MJ (1997). Synergistic toxicity of atrazine and organophosphate insecticides contravenes the response addition mixture model. Environmental Toxicology and Chemistry 16, 2415–2420.
Synergistic toxicity of atrazine and organophosphate insecticides contravenes the response addition mixture modelCrossref | GoogleScholarGoogle Scholar |

Platell C, Kong SE, Mccauley R, Hall JC (2000). Branched‐chain amino acids. Journal of Gastroenterology and Hepatology 15, 706–717.
Branched‐chain amino acidsCrossref | GoogleScholarGoogle Scholar |

Potter TL, Coffin AW (2017). Assessing pesticide wet deposition risk within a small agricultural watershed in the Southeastern Coastal Plain (USA). The Science of the Total Environment 580, 158–167.
Assessing pesticide wet deposition risk within a small agricultural watershed in the Southeastern Coastal Plain (USA)Crossref | GoogleScholarGoogle Scholar |

Rathod ND, Kshirsagar RV (2010). Quantification of nucleic acid from fresh water fish Punctius arenatus (Day) exposed to pesticides. International Journal of Advanced Biotechnology and Research 1, 43–51.

Relyea RA (2004). Growth and survival of five amphibian species exposed to combinations of pesticides. Environmental Toxicology and Chemistry 23, 1737–1742.

Relyea RA (2009). A cocktail of contaminants: how mixtures of pesticides at low concentrations affect aquatic communities. Oecologia 159, 363–376.

Schneider BL, Reitzer L (2012). Pathway and enzyme redundancy in putrescine catabolism in Escherichia coli. Journal of Bacteriology 194, 4080–4088.
Pathway and enzyme redundancy in putrescine catabolism in Escherichia coliCrossref | GoogleScholarGoogle Scholar |

Smalling KL, Orlando JL, Calhoun D, Battaglin WA, Kuivila KM (2012). Occurrence of pesticides in water and sediment collected from amphibian habitats located throughout the United States, 2009–2010: U.S. Geological Survey Data Series 707, 36 pp.

Snyder MN, Henderson WM, Glinski DA, Purucker ST (2017). Biomarker analysis of American toad (Anaxyrus americanus) and grey tree frog (Hyla versicolor) tadpoles following exposure to atrazine. Aquatic Toxicology 182, 184–193.
Biomarker analysis of American toad (Anaxyrus americanus) and grey tree frog (Hyla versicolor) tadpoles following exposure to atrazineCrossref | GoogleScholarGoogle Scholar |

Sokolova IM, Frederich M, Bagwe R, Lannig G, Sukhotin AA (2012). Energy homeostasis as an integrative tool for assessing limits of environmental stress tolerance in aquatic invertebrates. Marine Environmental Research 79, 1–15.
Energy homeostasis as an integrative tool for assessing limits of environmental stress tolerance in aquatic invertebratesCrossref | GoogleScholarGoogle Scholar |

Spann N, Aldridge DC, Griffin JL, Jones OA (2011). Size-dependent effects of low level cadmium and zinc exposure on the metabolome of the Asian clam, Corbicula fluminea. Aquatic Toxicology 105, 589–599.
Size-dependent effects of low level cadmium and zinc exposure on the metabolome of the Asian clam, Corbicula flumineaCrossref | GoogleScholarGoogle Scholar |

Sparling DW, Fellers GM, Mcconnell LL (2001). Pesticides and amphibian population declines in California, USA. Environmental Toxicology and Chemistry 20, 1591–1595.
Pesticides and amphibian population declines in California, USACrossref | GoogleScholarGoogle Scholar |

Stitt M, Müller C, Matt P, Gibon Y, Carillo P, Morcuende R, Scheible WR, Krapp A (2002). Steps towards an integrated view of nitrogen metabolism. Journal of Experimental Botany 53, 959–970.
Steps towards an integrated view of nitrogen metabolismCrossref | GoogleScholarGoogle Scholar |

Taylor NS, Weber RJ, Southam AD, Payne TG, Hrydziuszko O, Arvanitis TN, Viant MR (2009). A new approach to toxicity testing in Daphnia magna: application of high throughput FT-ICR mass spectrometry metabolomics. Metabolomics 5, 44–58.
A new approach to toxicity testing in Daphnia magna: application of high throughput FT-ICR mass spectrometry metabolomicsCrossref | GoogleScholarGoogle Scholar |

Tilak K, Raju PW, Butchiram M (2009). Effects of alachlor on biochemical parameters of the freshwater fish, Channa punctatus (Bloch). Journal of Environmental Biology 30, 421–426.

Van Meter RJ, Glinski DA, Hong T, Cyterski M, Henderson WM, Purucker ST (2014). Estimating terrestrial amphibian pesticide body burden through dermal exposure. Environmental Pollution 193, 262–268.
Estimating terrestrial amphibian pesticide body burden through dermal exposureCrossref | GoogleScholarGoogle Scholar |

Van Meter RJ, Glinski DA, Henderson WM, Garrison AW, Cyterski M, Purucker ST (2015). Pesticide uptake across the amphibian dermis through soil and overspray exposures. Archives of Environmental Contamination and Toxicology 69, 545–556.
Pesticide uptake across the amphibian dermis through soil and overspray exposuresCrossref | GoogleScholarGoogle Scholar |

Van Meter RJ, Glinski DA, Henderson WM, Purucker ST (2016). Soil organic matter content effects on dermal pesticide bioconcentration in American toads (Bufo americanus). Environmental Toxicology and Chemistry 35, 2734–2741.
Soil organic matter content effects on dermal pesticide bioconcentration in American toads (Bufo americanus)Crossref | GoogleScholarGoogle Scholar |

Van Meter RJ, Glinski DA, Purucker ST, Henderson WM (2018). Influence of exposure to pesticide mixtures on the metabolomic profile in post-metamorphic green frogs (Lithobates clamitans). The Science of the Total Environment 624, 1348–1359.
Influence of exposure to pesticide mixtures on the metabolomic profile in post-metamorphic green frogs (Lithobates clamitans)Crossref | GoogleScholarGoogle Scholar |

Venturino A, Rosenbaum E, Caballero De Castro A, Anguiano OL, Gauna L, Fonovich De Schroeder T, Pechen De D’angelo AM (2003). Biomarkers of effect in toads and frogs. Biomarkers 8, 167–186.
Biomarkers of effect in toads and frogsCrossref | GoogleScholarGoogle Scholar |

Viant MR (2007). Revealing the metabolome of animal tissues using 1H nuclear magnetic resonance spectroscopy. In ‘Metabolomics: methods and protocols’. (Ed. W Weckwerth) pp. 229–246 (Humana Press: Totowa, NJ)

Wacksman M, Maul J, Lydy M (2006). Impact of atrazine on chlorpyrifos toxicity in four aquatic vertebrates. Archives of Environmental Contamination and Toxicology 51, 681–689.
Impact of atrazine on chlorpyrifos toxicity in four aquatic vertebratesCrossref | GoogleScholarGoogle Scholar |

Whitfield SM, Bell KE, Philippi T, Sasa M, Bolaños F, Chaves G, Savage JM, Donnelly MA (2007). Amphibian and reptile declines over 35 years at La Selva, Costa Rica. Proceedings of the National Academy of Sciences of the United States of America 104, 8352–8356.
Amphibian and reptile declines over 35 years at La Selva, Costa RicaCrossref | GoogleScholarGoogle Scholar |

Wu G, Morris SM (1998). Arginine metabolism: nitric oxide and beyond. The Biochemical Journal 336, 1–17.
Arginine metabolism: nitric oxide and beyondCrossref | GoogleScholarGoogle Scholar |

Wu H, Rittenberg D (1949). Metabolism of L-aspartic acid. The Journal of Biological Chemistry 179, 847–856.

Xia J, Wishart DS (2016). Using MetaboAnalyst 3.0 for comprehensive metabolomics data analysis. Current Protocols in Bioinformatics 55, 14.10.1–14.10.91.
Using MetaboAnalyst 3.0 for comprehensive metabolomics data analysisCrossref | GoogleScholarGoogle Scholar |

Xu H-D, Wang J-S, Li M-H, Liu Y, Chen T, Jia A-Q (2015). 1H NMR based metabolomics approach to study the toxic effects of herbicide butachlor on goldfish (Carassius auratus). Aquatic Toxicology 159, 69–80.
1H NMR based metabolomics approach to study the toxic effects of herbicide butachlor on goldfish (Carassius auratus)Crossref | GoogleScholarGoogle Scholar |

Zaya RM, Amini Z, Whitaker AS, Ide CF (2011). Exposure to atrazine affects the expression of key genes in metabolic pathways integral to energy homeostasis in Xenopus laevis tadpoles. Aquatic Toxicology 104, 254–262.
Exposure to atrazine affects the expression of key genes in metabolic pathways integral to energy homeostasis in Xenopus laevis tadpolesCrossref | GoogleScholarGoogle Scholar |