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Multi-linear regression analysis, preliminary biotic ligand modeling, and cross species comparison of the effects of water chemistry on chronic lead toxicity in invertebrates.
Comp Biochem Physiol C Toxicol Pharmacol. 2012 Mar; 155(2):423-31.CB

Abstract

The current study examined the chronic toxicity of lead (Pb) to three invertebrate species: the cladoceran Ceriodaphnia dubia, the snail Lymnaea stagnalis and the rotifer Philodina rapida. The test media consisted of natural waters from across North America, varying in pertinent water chemistry parameters including dissolved organic carbon (DOC), calcium, pH and total CO(2). Chronic toxicity was assessed using reproductive endpoints for C. dubia and P. rapida while growth was assessed for L. stagnalis, with chronic toxicity varying markedly according to water chemistry. A multi-linear regression (MLR) approach was used to identify the relative importance of individual water chemistry components in predicting chronic Pb toxicity for each species. DOC was an integral component of MLR models for C. dubia and L. stagnalis, but surprisingly had no predictive impact on chronic Pb toxicity for P. rapida. Furthermore, sodium and total CO(2) were also identified as important factors affecting C. dubia toxicity; no other factors were predictive for L. stagnalis. The Pb toxicity of P. rapida was predicted by calcium and pH. The predictive power of the C. dubia and L. stagnalis MLR models was generally similar to that of the current C. dubia BLM, with R(2) values of 0.55 and 0.82 for the respective MLR models, compared to 0.45 and 0.79 for the respective BLMs. In contrast the BLM poorly predicted P. rapida toxicity (R(2)=0.19), as compared to the MLR (R(2)=0.92). The cross species variability in the effects of water chemistry, especially with respect to rotifers, suggests that cross species modeling of invertebrate chronic Pb toxicity using a C. dubia model may not always be appropriate.

Authors+Show Affiliations

Division of Marine Biology and Fisheries, University of Miami, Rosenstiel School of Marine and Atmospheric Science, 4600 Rickenbacker Causeway, Miami, FL 33149, USA. aesbaugh@rsmas.miami.eduNo affiliation info availableNo affiliation info availableNo affiliation info availableNo affiliation info available

Pub Type(s)

Comparative Study
Journal Article
Research Support, Non-U.S. Gov't

Language

eng

PubMed ID

22138336

Citation

Esbaugh, A J., et al. "Multi-linear Regression Analysis, Preliminary Biotic Ligand Modeling, and Cross Species Comparison of the Effects of Water Chemistry On Chronic Lead Toxicity in Invertebrates." Comparative Biochemistry and Physiology. Toxicology & Pharmacology : CBP, vol. 155, no. 2, 2012, pp. 423-31.
Esbaugh AJ, Brix KV, Mager EM, et al. Multi-linear regression analysis, preliminary biotic ligand modeling, and cross species comparison of the effects of water chemistry on chronic lead toxicity in invertebrates. Comp Biochem Physiol C Toxicol Pharmacol. 2012;155(2):423-31.
Esbaugh, A. J., Brix, K. V., Mager, E. M., De Schamphelaere, K., & Grosell, M. (2012). Multi-linear regression analysis, preliminary biotic ligand modeling, and cross species comparison of the effects of water chemistry on chronic lead toxicity in invertebrates. Comparative Biochemistry and Physiology. Toxicology & Pharmacology : CBP, 155(2), 423-31. https://doi.org/10.1016/j.cbpc.2011.11.005
Esbaugh AJ, et al. Multi-linear Regression Analysis, Preliminary Biotic Ligand Modeling, and Cross Species Comparison of the Effects of Water Chemistry On Chronic Lead Toxicity in Invertebrates. Comp Biochem Physiol C Toxicol Pharmacol. 2012;155(2):423-31. PubMed PMID: 22138336.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Multi-linear regression analysis, preliminary biotic ligand modeling, and cross species comparison of the effects of water chemistry on chronic lead toxicity in invertebrates. AU - Esbaugh,A J, AU - Brix,K V, AU - Mager,E M, AU - De Schamphelaere,K, AU - Grosell,M, Y1 - 2011/11/26/ PY - 2011/08/23/received PY - 2011/11/17/revised PY - 2011/11/18/accepted PY - 2011/12/6/entrez PY - 2011/12/6/pubmed PY - 2012/6/12/medline SP - 423 EP - 31 JF - Comparative biochemistry and physiology. Toxicology & pharmacology : CBP JO - Comp Biochem Physiol C Toxicol Pharmacol VL - 155 IS - 2 N2 - The current study examined the chronic toxicity of lead (Pb) to three invertebrate species: the cladoceran Ceriodaphnia dubia, the snail Lymnaea stagnalis and the rotifer Philodina rapida. The test media consisted of natural waters from across North America, varying in pertinent water chemistry parameters including dissolved organic carbon (DOC), calcium, pH and total CO(2). Chronic toxicity was assessed using reproductive endpoints for C. dubia and P. rapida while growth was assessed for L. stagnalis, with chronic toxicity varying markedly according to water chemistry. A multi-linear regression (MLR) approach was used to identify the relative importance of individual water chemistry components in predicting chronic Pb toxicity for each species. DOC was an integral component of MLR models for C. dubia and L. stagnalis, but surprisingly had no predictive impact on chronic Pb toxicity for P. rapida. Furthermore, sodium and total CO(2) were also identified as important factors affecting C. dubia toxicity; no other factors were predictive for L. stagnalis. The Pb toxicity of P. rapida was predicted by calcium and pH. The predictive power of the C. dubia and L. stagnalis MLR models was generally similar to that of the current C. dubia BLM, with R(2) values of 0.55 and 0.82 for the respective MLR models, compared to 0.45 and 0.79 for the respective BLMs. In contrast the BLM poorly predicted P. rapida toxicity (R(2)=0.19), as compared to the MLR (R(2)=0.92). The cross species variability in the effects of water chemistry, especially with respect to rotifers, suggests that cross species modeling of invertebrate chronic Pb toxicity using a C. dubia model may not always be appropriate. SN - 1532-0456 UR - https://www.unboundmedicine.com/medline/citation/22138336/Multi_linear_regression_analysis_preliminary_biotic_ligand_modeling_and_cross_species_comparison_of_the_effects_of_water_chemistry_on_chronic_lead_toxicity_in_invertebrates_ L2 - https://linkinghub.elsevier.com/retrieve/pii/S1532-0456(11)00221-3 DB - PRIME DP - Unbound Medicine ER -