1
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Hansen AMB, Brill JL, Connors KA, Belanger SE, Baun A, Sanderson H. Understanding ecotoxicological drivers and responses of freshwater green algae, Raphidocelis subcapitata, to cationic polyquaternium polymers. Environ Res 2023; 231:116282. [PMID: 37257746 DOI: 10.1016/j.envres.2023.116282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/12/2023] [Accepted: 05/28/2023] [Indexed: 06/02/2023]
Abstract
Cationic polymer (CP) ecotoxicity is important to understand and investigate as they are widely used in industrial and consumer applications and have shown toxic effects in some aquatic organisms. CPs are identified as "polymers of concern" and are to be prioritized in upcoming regulatory reviews, (e.g., REACH). Algae have generally been found to be the most sensitive trophic level to CP. This study aimed at elucidating the magnitude of cationic polyquaternium toxicity towards algae and to understand key toxicological drivers. A suite of polyquaterniums with varying charge density (charged nitrogen moieties) and molecular weight were selected. Highly charged polyquaternium-6 and -16 were toxic towards the freshwater green microalgae Raphidocelis subcapitata with ErC50-values ranging between 0.12 and 0.41 mg/L. Lower charge density polyquaternium-10 materials had much lower toxicity with ErC50 > 200 mg/L, suggesting that charge density is an important driver of algal toxicity. These levels of toxicity were in line with historic CP data in literature. Algal agglomeration was observed in all tests but was not linked with impacts on algal growth rate. However, agglomeration can pose challenges in the technical conduct of tests and can impair interpretation of results. The toxicity mitigation potential of humic acid was also explored. The addition of 2-20 mg/L humic acid completely mitigated PQ6 and PQ16 toxicity at concentrations higher than clean water ErC50-values. CP toxicity mitigation has also been observed in fish and invertebrate tests, suggesting that CP mitigation should be accounted for in all trophic levels within an environmental safety framework.
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Affiliation(s)
| | - Jessica L Brill
- Environmental Stewardship and Sustainability, The Procter & Gamble Company, Mason, OH, USA
| | - Kristin A Connors
- Environmental Stewardship and Sustainability, The Procter & Gamble Company, Mason, OH, USA.
| | - Scott E Belanger
- Environmental Stewardship and Sustainability, The Procter & Gamble Company, Mason, OH, USA
| | - Anders Baun
- Department of Environmental and Resource Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Hans Sanderson
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
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2
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Connors KA, Arndt D, Rawlings JM, Brun Hansen AM, Lam MW, Sanderson H, Belanger SE. Environmental hazard of cationic polymers relevant in personal and consumer care products: A critical review. Integr Environ Assess Manag 2023; 19:312-325. [PMID: 35649733 DOI: 10.1002/ieam.4642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 05/13/2022] [Accepted: 05/27/2022] [Indexed: 06/15/2023]
Abstract
Historically, polymers have been excluded from registration and evaluation under the Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH) program, the European chemical management program. Recently, interest has increased to include polymers. A tiered registration system has been envisioned and would begin with classes of polymers of greater interest based on certain properties. Cationic polymers are one such class. There is a pressing need to understand the quality and limitations of historical cationic polymer studies and to identify key sources of uncertainty in environmental hazard assessments so we can move toward scientifically robust analyses. To that end, we performed a critical review of the existing cationic polymer environmental effects literature to evaluate polymer characterization and test methodologies to understand how these parameters may affect test interpretation. The relationship between physicochemical parameters, acute and chronic toxicity, and relative trophic level sensitivity were explored. To advance our understanding of the environmental hazard and subsequent risk characterization of cationic polymers, there is a clear need for a consistent testing approach as many polymers are characterized as difficult-to-test substances. Experimental parameters such as dissolved organic carbon and solution renewal approaches can alter cationic polymer bioavailability and toxicity. It is recommended that OECD TG 23 "Aqueous-Phase Aquatic Toxicity Testing of Difficult Test Substances" testing considerations be applied when conducting environmental toxicity assays with cationic polymers. Integr Environ Assess Manag 2023;19:312-325. © 2021 SETAC.
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Affiliation(s)
| | - Devrah Arndt
- The Procter and Gamble Company, Cincinnati, OH, USA
| | | | | | - Monica W Lam
- The Procter and Gamble Company, Cincinnati, OH, USA
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3
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Rawlings JM, Belanger SE, Connors KA, Karb MJ, Thomas JB, Roush KS, Sanderson H. Understanding Ecotoxicological Responses of Fish Embryos and Gill Cells to Cationic Polymers. Environ Toxicol Chem 2022; 41:2259-2272. [PMID: 35703088 DOI: 10.1002/etc.5410] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 04/18/2022] [Accepted: 06/14/2022] [Indexed: 06/15/2023]
Abstract
Cationic polymers are considered by the scientific and regulatory communities as a group of greater interest amongst the polymers in commerce. As a category, relatively little hazard information is available in the public literature. Very few examples exist of published, high-quality polymer characterization and quantification of exposure. In the present study we describe a series of fish embryo toxicity (FET) and fish gill cytotoxicity assays used to establish a baseline understanding of several representative polyquaternium categories (PQ-6, PQ-10, PQ-16) in animal alternative models, accompanied by high-quality analytical characterization. Materials were chosen to encompass a range of molecular weights and charge densities to determine the influence of test material characteristics on toxicity. Both chorionated and dechorionated FET assays were generally similar to published acute fish toxicity data. Toxicity was correlated with cationic polymer charge density, and not with molecular weight, and was a combination of physical effects and likely toxicity at the site of action. Toxicity could be ameliorated by humic acid in a dose-dependent manner. Fish gill cytotoxicity results were orders of magnitude less sensitive than FET test responses. Environ Toxicol Chem 2022;41:2259-2272. © 2022 SETAC.
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Affiliation(s)
- Jane M Rawlings
- Global Product Stewardship, Environmental Stewardship and Sustainability, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Scott E Belanger
- Global Product Stewardship, Environmental Stewardship and Sustainability, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Kristin A Connors
- Global Product Stewardship, Environmental Stewardship and Sustainability, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Mike J Karb
- Corporate Functions Analytical, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Jacqueline B Thomas
- Corporate Functions Analytical, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Kyle S Roush
- Global Product Stewardship, Environmental Stewardship and Sustainability, The Procter & Gamble Company, Cincinnati, Ohio, USA
| | - Hans Sanderson
- Department of Environmental Science, Section for Toxicology and Chemistry, Aarhus University, Roskilde, Denmark
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4
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Barron MG, Otter RR, Connors KA, Kienzler A, Embry MR. Ecological Thresholds of Toxicological Concern: A Review. Front Toxicol 2022; 3:640183. [PMID: 35295098 PMCID: PMC8915905 DOI: 10.3389/ftox.2021.640183] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 02/10/2021] [Indexed: 12/22/2022] Open
Abstract
The ecological threshold of toxicological concern (ecoTTC) is analogous to traditional human health-based TTCs but with derivation and application to ecological species. An ecoTTC is computed from the probability distribution of predicted no effect concentrations (PNECs) derived from either chronic or extrapolated acute toxicity data for toxicologically or chemically similar groups of chemicals. There has been increasing interest in using ecoTTCs in screening level environmental risk assessments and a computational platform has been developed for derivation with aquatic species toxicity data (https://envirotoxdatabase.org/). Current research and development areas include assessing mode of action-based chemical groupings, conservatism in estimated PNECs and ecoTTCs compared to existing regulatory values, and the influence of taxa (e.g., algae, invertebrates, and fish) composition in the distribution of PNEC values. The ecoTTC continues to develop as a valuable alternative strategy within the toolbox of traditional and new approach methods for ecological chemical assessment. This brief review article describes the ecoTTC concept and potential applications in ecological risk assessment, provides an overview of the ecoTTC workflow and how the values can be derived, and highlights recent developments and ongoing research. Future applications of ecoTTC concept in different disciplines are discussed along with opportunities for its use.
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Affiliation(s)
- Mace G Barron
- U.S. EPA, Office of Research & Development, Gulf Breeze, FL, United States
| | - Ryan R Otter
- The Data Science Institute, Middle Tennessee State University, Murfreesboro, TN, United States
| | | | - Aude Kienzler
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Michelle R Embry
- Health and Environmental Sciences Institute, Washington, DC, United States
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Connors KA, Brill JL, Norberg-King T, Barron MG, Carr G, Belanger SE. Daphnia magna and Ceriodaphnia dubia Have Similar Sensitivity in Standard Acute and Chronic Toxicity Tests. Environ Toxicol Chem 2022; 41:134-147. [PMID: 34918372 PMCID: PMC9601221 DOI: 10.1002/etc.5249] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/15/2021] [Accepted: 11/08/2021] [Indexed: 06/10/2023]
Abstract
The cladocerans Daphnia magna and Ceriodaphnia dubia have been used for decades to assess the hazards of chemicals and effluents, but toxicity data for these species have traditionally been treated separately. Numerous standard acute and chronic test guidelines have been developed for both species. In the present study, data were compiled and curated for acute survival (48 h) and growth and reproduction tests with D. magna (21 days chronic) and C. dubia (7 days chronic) toxicity assays. Orthogonal regressions were developed to statistically compare the acute and chronic sensitivity of D. magna and C. dubia across a diversity of chemicals and modes of action. Acute orthogonal regressions between D. magna and D. pulex, a widely accepted surrogate species, were used to set a data-driven benchmark for what would constitute a suitable D. magna surrogate. The results indicate that there is insufficient evidence to suggest a difference in acute or chronic sensitivity of D. magna and C. dubia in standard toxicity tests. Further, the variability in the acute D. magna and C. dubia regressions were of the same magnitude as that in D. magna and D. pulex regressions. Slope and y-intercept values were also comparable. The absence of significant differences in toxicity values suggests similar species sensitivity in standard tests across a range of chemical classes and modes of action. Environ Toxicol Chem 2022;41:134-147. © 2021 SETAC.
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Affiliation(s)
| | - Jessica L. Brill
- The Procter and Gamble Company, Mason Business Center, Mason, OH, USA
| | - Teresa Norberg-King
- U.S. Environmental Protection Agency, Great Lakes Toxicology and Ecology Division, Duluth, MN, USA
| | - Mace G. Barron
- U.S. Environmental Protection Agency, Office of Research & Development, Gulf Breeze, FL, USA
| | - Greg Carr
- The Procter and Gamble Company, Mason Business Center, Mason, OH, USA
| | - Scott E. Belanger
- The Procter and Gamble Company, Mason Business Center, Mason, OH, USA
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Embry MR, Belanger SE, Connors KA, Otter R. Comment on Plugge et al. 2021 "Toward a Universal Acute Fish Threshold of Toxicological Concern". Environ Toxicol Chem 2021; 40:2379-2381. [PMID: 34437737 DOI: 10.1002/etc.5124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 04/14/2021] [Indexed: 06/13/2023]
Affiliation(s)
- Michelle R Embry
- Health and Environmental Sciences Institute, Washington, DC, USA
| | | | | | - Ryan Otter
- Middle Tennessee State University, Murfreesboro, Tennessee, USA
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Belanger SE, Beasley A, Brill JL, Krailler J, Connors KA, Carr GJ, Embry M, Barron MG, Otter R, Kienzler A. Comparisons of PNEC derivation logic flows under example regulatory schemes and implications for ecoTTC. Regul Toxicol Pharmacol 2021; 123:104933. [PMID: 33891999 PMCID: PMC10461128 DOI: 10.1016/j.yrtph.2021.104933] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 04/07/2021] [Accepted: 04/12/2021] [Indexed: 11/18/2022]
Abstract
Derivation of Predicted No Effect Concentrations (PNECs) for aquatic systems is the primary deterministic form of hazard extrapolation used in environmental risk assessment. Depending on the data availability, different regulatory jurisdictions apply application factors (AFs) to the most sensitive measured endpoint to derive the PNEC for a chemical. To assess differences in estimated PNEC values, two PNEC determination methodologies were applied to a curated public database using the EnviroTox Platform (www.EnviroToxdatabase.org). PNECs were derived for 3647 compounds using derivation procedures based on example US EPA and a modified European Union chemical registration procedure to allow for comparisons. Ranked probability distributions of PNEC values were developed and 5th percentile values were calculated for the entire dataset and scenarios where full acute or full chronic data sets were available. The lowest PNEC values indicated categorization based on chemical attributes and modes of action would lead to improved extrapolations. Full acute or chronic datasets gave measurably higher 5th percentile PNEC values. Algae were under-represented in available ecotoxicity data but drove PNECs disproportionately. Including algal inhibition studies will be important in understanding chemical hazards. The PNEC derivation logic flows are embedded in the EnviroTox Platform providing transparent and consistent PNEC derivations and PNEC distribution calculations.
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Affiliation(s)
- S E Belanger
- The Procter & Gamble Company, Cincinnati, OH, USA.
| | - A Beasley
- The Dow Chemical Company, Midland, MI, USA.
| | - J L Brill
- The Procter & Gamble Company, Cincinnati, OH, USA.
| | - J Krailler
- The Procter & Gamble Company, Cincinnati, OH, USA.
| | - K A Connors
- The Procter & Gamble Company, Cincinnati, OH, USA.
| | - G J Carr
- The Procter & Gamble Company, Cincinnati, OH, USA.
| | - M Embry
- Health and Environmental Sciences Institute, Washington, DC, USA.
| | - M G Barron
- U.S. EPA, Office of Research & Development, Gulf Breeze, FL, USA.
| | - R Otter
- The Data Science Institute, Middle Tennessee State University, Murfreesboro, TN, USA.
| | - A Kienzler
- European Commission, Joint Research Centre, Ispra, Italy.
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Brill JL, Belanger SE, Barron MG, Beasley A, Connors KA, Embry M, Carr GJ. Derivation of algal acute to chronic ratios for use in chemical toxicity extrapolations. Chemosphere 2021; 263:127804. [PMID: 33297001 PMCID: PMC8114583 DOI: 10.1016/j.chemosphere.2020.127804] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 06/02/2023]
Abstract
Algal toxicity studies are required by regulatory agencies for a variety of purposes including classification and labeling and environmental risk assessment of chemicals. Algae are also frequently the most sensitive taxonomic group tested. Acute to chronic ratios (ACRs) have been challenging to derive for algal species because of the complexities of the underlying experimental data including: a lack of universally agreed upon algal inhibition endpoints; evolution of experimental designs over time and by different standardization authorities; and differing statistical approaches (e.g., regression versus hypothesis-based effect concentrations). Experimental data for developing globally accepted algal ACRs have been limited because of data availability, and in most regulatory frameworks an ACR of 10 is used regardless of species, chemical type or mode of action. Acute and chronic toxicity (inhibition) data on 17 algal species and 442 chemicals were compiled from the EnviroTox database (https://envirotoxdatabase.org/) and a proprietary database of algal toxicity records. Information was probed for growth rate, yield, and final cell density endpoints focusing primarily on studies of 72 and 96 h duration. Comparisons of acute and chronic data based on either single (e.g., growth rate) and multiple (e.g., growth rate, final cell density) endpoints were used to assess acute and chronic relationships. Linear regressions of various model permutations were used to compute ACRs for multiple combinations of taxa, chemicals, and endpoints, and showed that ACRs for algae were consistently around 4 (ranging from 2.43 to 5.62). An ACR of 4 for algal toxicity is proposed as an alternative to a default value of 10, and recommendations for consideration and additional research and development are provided.
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Affiliation(s)
- Jessica L Brill
- The Procter and Gamble Company, 8700 Mason Montgomery Rd. Cincinnati, Ohio, 45040, USA.
| | - Scott E Belanger
- The Procter and Gamble Company, 8700 Mason Montgomery Rd. Cincinnati, Ohio, 45040, USA.
| | - Mace G Barron
- United States Environmental Protection Agency, 1 Sabine Dr. Gulf Breeze, FL, 32561, USA.
| | - Amy Beasley
- The Dow Chemical Company, 2030 Dow Center Employee Ctr. Midland, MI, 48674, USA.
| | - Kristin A Connors
- The Procter and Gamble Company, 8700 Mason Montgomery Rd. Cincinnati, Ohio, 45040, USA.
| | - Michelle Embry
- Health and Environmental Sciences Institute, 1 Thomas Cir NW STE9, Washington, DC, 20005, USA.
| | - Greg J Carr
- The Procter and Gamble Company, 8700 Mason Montgomery Rd. Cincinnati, Ohio, 45040, USA.
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9
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Lillicrap A, Moe SJ, Wolf R, Connors KA, Rawlings JM, Landis WG, Madsen A, Belanger SE. Evaluation of a Bayesian Network for Strengthening the Weight of Evidence to Predict Acute Fish Toxicity from Fish Embryo Toxicity Data. Integr Environ Assess Manag 2020; 16:452-460. [PMID: 32125082 DOI: 10.1002/ieam.4258] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 11/21/2019] [Accepted: 02/20/2020] [Indexed: 06/10/2023]
Abstract
The use of fish embryo toxicity (FET) data for hazard assessments of chemicals, in place of acute fish toxicity (AFT) data, has long been the goal for many environmental scientists. The FET test was first proposed as a replacement to the standardized AFT test nearly 15 y ago, but as of now, it has still not been accepted as a standalone replacement by regulatory authorities such as the European Chemicals Agency (ECHA). However, the ECHA has indicated that FET data can be used in a weight of evidence (WoE) approach, if enough information is available to support the conclusions related to the hazard assessment. To determine how such a WoE approach could be applied in practice has been challenging. To provide a conclusive WoE for FET data, we have developed a Bayesian network (BN) to incorporate multiple lines of evidence to predict AFT. There are 4 different lines of evidence in this BN model: 1) physicochemical properties, 2) AFT data from chemicals in a similar class or category, 3) ecotoxicity data from other trophic levels of organisms (e.g., daphnids and algae), and 4) measured FET data. The BN model was constructed from data obtained from a curated database and conditional probabilities assigned for the outcomes of each line of evidence. To evaluate the model, 20 data-rich chemicals, containing a minimum of 3 AFT and FET test data points, were selected to ensure a suitable comparison could be performed. The results of the AFT predictions indicated that the BN model could accurately predict the toxicity interval for 80% of the chemicals evaluated. For the remaining chemicals (20%), either daphnids or algae were the most sensitive test species, and for those chemicals, the daphnid or algal hazard data would have driven the environmental classification. Integr Environ Assess Manag 2020;16:452-460. © 2020 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals, Inc. on behalf of Society of Environmental Toxicology & Chemistry (SETAC).
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Affiliation(s)
| | | | - Raoul Wolf
- Norwegian Institute for Water Research (NIVA), Oslo
| | | | | | - Wayne G Landis
- Western Washington University, Bellingham, Washington, USA
| | - Anders Madsen
- Department of Computer Science, Aalborg University, Aalborg, Denmark
- HUGIN EXPERT A/S, Aalborg, Denmark
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10
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Kienzler A, Connors KA, Bonnell M, Barron MG, Beasley A, Inglis CG, Norberg‐King TJ, Martin T, Sanderson H, Vallotton N, Wilson P, Embry MR. Mode of Action Classifications in the EnviroTox Database: Development and Implementation of a Consensus MOA Classification. Environ Toxicol Chem 2019; 38:2294-2304. [PMID: 31269286 PMCID: PMC6851772 DOI: 10.1002/etc.4531] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 04/29/2019] [Accepted: 06/25/2019] [Indexed: 05/24/2023]
Abstract
Multiple mode of action (MOA) frameworks have been developed in aquatic ecotoxicology, mainly based on fish toxicity. These frameworks provide information on a key determinant of chemical toxicity, but the MOA categories and level of specificity remain unique to each of the classification schemes. The present study aimed to develop a consensus MOA assignment within EnviroTox, a curated in vivo aquatic toxicity database, based on the following MOA classification schemes: Verhaar (modified) framework, Assessment Tool for Evaluating Risk, Toxicity Estimation Software Tool, and OASIS. The MOA classifications from each scheme were first collapsed into one of 3 categories: non-specifically acting (i.e., narcosis), specifically acting, or nonclassifiable. Consensus rules were developed based on the degree of concordance among the 4 individual MOA classifications to attribute a consensus MOA to each chemical. A confidence rank was also assigned to the consensus MOA classification based on the degree of consensus. Overall, 40% of the chemicals were classified as narcotics, 17% as specifically acting, and 43% as unclassified. Sixty percent of chemicals had a medium to high consensus MOA assignment. When compared to empirical acute toxicity data, the general trend of specifically acting chemicals being more toxic is clearly observed for both fish and invertebrates but not for algae. EnviroTox is the first approach to establishing a high-level consensus across 4 computationally and structurally distinct MOA classification schemes. This consensus MOA classification provides both a transparent understanding of the variation between MOA classification schemes and an added certainty of the MOA assignment. In terms of regulatory relevance, a reliable understanding of MOA can provide information that can be useful for the prioritization (ranking) and risk assessment of chemicals. Environ Toxicol Chem 2019;38:2294-2304. © 2019 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals, Inc. on behalf of SETAC.
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Affiliation(s)
- Aude Kienzler
- European Commission, Joint Research Centre, IspraItaly
| | | | - Mark Bonnell
- Environment and Climate Change Canada, GatineauQuebecCanada
| | - Mace G. Barron
- Gulf Ecology DivisionUS Environmental Protection Agency, Gulf BreezeFlorida
| | | | | | | | - Todd Martin
- US Environmental Protection Agency, CinncinatiOhio
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Fairbrother A, Muir D, Solomon KR, Ankley GT, Rudd MA, Boxall AB, Apell JN, Armbrust KL, Blalock BJ, Bowman SR, Campbell LM, Cobb GP, Connors KA, Dreier DA, Evans MS, Henry CJ, Hoke RA, Houde M, Klaine SJ, Klaper RD, Kullik SA, Lanno RP, Meyer C, Ottinger MA, Oziolor E, Petersen EJ, Poynton HC, Rice PJ, Rodriguez‐Fuentes G, Samel A, Shaw JR, Steevens JA, Verslycke TA, Vidal‐Dorsch DE, Weir SM, Wilson P, Brooks BW. Toward Sustainable Environmental Quality: Priority Research Questions for North America. Environ Toxicol Chem 2019; 38:1606-1624. [PMID: 31361364 PMCID: PMC6852658 DOI: 10.1002/etc.4502] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 03/19/2019] [Accepted: 05/16/2019] [Indexed: 05/19/2023]
Abstract
Anticipating, identifying, and prioritizing strategic needs represent essential activities by research organizations. Decided benefits emerge when these pursuits engage globally important environment and health goals, including the United Nations Sustainable Development Goals. To this end, horizon scanning efforts can facilitate identification of specific research needs to address grand challenges. We report and discuss 40 priority research questions following engagement of scientists and engineers in North America. These timely questions identify the importance of stimulating innovation and developing new methods, tools, and concepts in environmental chemistry and toxicology to improve assessment and management of chemical contaminants and other diverse environmental stressors. Grand challenges to achieving sustainable management of the environment are becoming increasingly complex and structured by global megatrends, which collectively challenge existing sustainable environmental quality efforts. Transdisciplinary, systems-based approaches will be required to define and avoid adverse biological effects across temporal and spatial gradients. Similarly, coordinated research activities among organizations within and among countries are necessary to address the priority research needs reported here. Acquiring answers to these 40 research questions will not be trivial, but doing so promises to advance sustainable environmental quality in the 21st century. Environ Toxicol Chem 2019;38:1606-1624. © 2019 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals, Inc. on behalf of SETAC.
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Affiliation(s)
| | - Derek Muir
- Aquatic Contaminants Research DivisionEnvironment and Climate Change Canada, Burlington ONCanada
| | - Keith R. Solomon
- School of Environmental SciencesUniversity of Guelph, GuelphOntarioCanada
| | | | | | | | - Jennifer N. Apell
- Department of Civil & Environmental EngineeringMassachusetts Institute of Technology, CambridgeMAUSA
| | - Kevin L. Armbrust
- Department of Environmental Sciences, College of the Coast and EnvironmentLouisiana State University, Baton RougeLouisianaUSA
| | - Bonnie J. Blalock
- School for the EnvironmentUniversity of Massachusetts BostonBostonMassachusettsUSA
| | - Sarah R. Bowman
- Michigan Department of Environmental QualityDetroitMichiganUSA
| | - Linda M. Campbell
- Environmental Science, Saint Mary's University, HalifaxNova ScotiaCanada
| | - George P. Cobb
- Department of Environmental ScienceBaylor UniversityWacoTexasUSA
| | | | - David A. Dreier
- Center for Environmental & Human ToxicologyUniversity of FloridaGainesvilleFloridaUSA
| | - Marlene S. Evans
- Aquatic Contaminants Research DivisionEnvironment and Climate Change Canada, Burlington ONCanada
| | | | | | - Magali Houde
- Aquatic Contaminants Research DivisionEnvironment and Climate Change Canada, Burlington ONCanada
| | | | | | | | | | | | - Mary Ann Ottinger
- Department of Biology and BiochemistryUniversity of HoustonHoustonTexasUSA
| | - Elias Oziolor
- Department of Environmental ScienceBaylor UniversityWacoTexasUSA
| | - Elijah J. Petersen
- Material Measurement LaboratoryNational Institute of Standards and TechnologyGaithersburgMarylandUSA
| | - Helen C. Poynton
- School for the EnvironmentUniversity of Massachusetts BostonBostonMassachusettsUSA
| | - Pamela J. Rice
- US Department of AgricultureAgricultural Research ServiceWashington, DC
| | | | | | - Joseph R. Shaw
- School of Public and Environmental Affairs, Indiana UniversityBloomingtonIndianaUSA
| | | | | | | | - Scott M. Weir
- Queen's University of CharlotteCharlotteNorth CarolinaUSA
| | | | - Bryan W. Brooks
- Procter and GambleCincinnatiOhioUSA
- Institute of Biomedical Studies, Baylor UniversityWacoTexasUSA
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12
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Connors KA, Beasley A, Barron MG, Belanger SE, Bonnell M, Brill JL, de Zwart D, Kienzler A, Krailler J, Otter R, Phillips JL, Embry MR. Creation of a Curated Aquatic Toxicology Database: EnviroTox. Environ Toxicol Chem 2019; 38:1062-1073. [PMID: 30714190 PMCID: PMC6850623 DOI: 10.1002/etc.4382] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 01/29/2019] [Accepted: 01/30/2019] [Indexed: 05/20/2023]
Abstract
Flexible, rapid, and predictive approaches that do not require the use of large numbers of vertebrate test animals are needed because the chemical universe remains largely untested for potential hazards. Development of robust new approach methodologies and nontesting approaches requires the use of existing information via curated, integrated data sets. The ecological threshold of toxicological concern (ecoTTC) represents one such new approach methodology that can predict a conservative de minimis toxicity value for chemicals with little or no information available. For the creation of an ecoTTC tool, a large, diverse environmental data set was developed from multiple sources, with harmonization, characterization, and information quality assessment steps to ensure that the information could be effectively organized and mined. The resulting EnviroTox database contains 91 217 aquatic toxicity records representing 1563 species and 4016 unique Chemical Abstracts Service numbers and is a robust, curated database containing high-quality aquatic toxicity studies that are traceable to the original information source. Chemical-specific information is also linked to each record and includes physico-chemical information, chemical descriptors, and mode of action classifications. Toxicity data are associated with the physico-chemical data, mode of action classifications, and curated taxonomic information for the organisms tested. The EnviroTox platform also includes 3 analysis tools: a predicted-no-effect concentration calculator, an ecoTTC distribution tool, and a chemical toxicity distribution tool. Although the EnviroTox database and tools were originally developed to support ecoTTC analysis and development, they have broader applicability to the field of ecological risk assessment. Environ Toxicol Chem 2019;9999:1-12. © 2019 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals, Inc. on behalf of SETAC.
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Affiliation(s)
| | | | | | | | - Mark Bonnell
- Environment and Climate Change CanadaGatineauOntarioCanada
| | | | | | | | | | - Ryan Otter
- Middle Tennessee State UniversityMurfreesboroTennesseeUSA
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13
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Rawlings JM, Belanger SE, Connors KA, Carr GJ. Fish embryo tests and acute fish toxicity tests are interchangeable in the application of the threshold approach. Environ Toxicol Chem 2019; 38:671-681. [PMID: 30615221 DOI: 10.1002/etc.4351] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 11/20/2018] [Accepted: 12/21/2018] [Indexed: 05/13/2023]
Abstract
A database was compiled for algal Organisation for Economic Co-operation and Development (OECD) test guideline 201, for Daphnia magna OECD test guideline 202, for the acute fish toxicity (AFT) OECD test guideline 203, and for the fish embryo toxicity (FET) OECD test guideline 236 to assess the suitability and applicability of the FET test in a threshold approach context. In the threshold approach, algal and Daphnia toxicity are assessed first, after which a limit test is conducted at the lower of the 2 toxicity values using fish. If potential fish toxicity is indicated, a full median lethal concentration assay is performed. This tiered testing strategy can significantly reduce the number of fish used in toxicity testing because algae or Daphnia are typically more sensitive than fish. A total of 165 compounds had AFT and FET data available, and of these, 82 had algal and Daphnia acute toxicity data available. Algae and Daphnia were more sensitive 75 to 80% of the time. Fish or FET tests were most sensitive 20 and 16% of the time, respectively, when considered as the sole fish toxicity indicator and 27% of the time when both were considered simultaneously. When fish were the most sensitive trophic level, different compounds were identified as the most toxic in FET and to AFT tests; however, the differences were not so large that they resulted in substantially different outcomes when potencies were binned using the United Nations categories of aquatic toxicity under the Globally Harmonized System for classification and labeling. It is recommended that the FET test could be used to directly replace the AFT test in the threshold approach or could be used as the definitive test if an AFT limit test indicated toxicity potential for a chemical. Environ Toxicol Chem 2019;38:671-681. © 2019 SETAC.
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Affiliation(s)
- Jane M Rawlings
- Environmental Stewardship, The Procter & Gamble Company, Mason, Ohio, USA
| | - Scott E Belanger
- Environmental Stewardship, The Procter & Gamble Company, Mason, Ohio, USA
| | - Kristin A Connors
- Environmental Stewardship, The Procter & Gamble Company, Mason, Ohio, USA
| | - Gregory J Carr
- Quantitative Sciences, The Procter & Gamble Company, Mason, Ohio, USA
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Connors KA, Dyer SD, Belanger SE. Advancing the quality of environmental microplastic research. Environ Toxicol Chem 2017; 36:1697-1703. [PMID: 28543985 DOI: 10.1002/etc.3829] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 03/31/2017] [Accepted: 04/18/2017] [Indexed: 05/20/2023]
Abstract
Investigations into the environmental fate and effects of microplastics have been gaining momentum. Small, insoluble polymeric particles are implicated by scientists in a wide variety of studies that are used to suggest a potential for widespread impacts in freshwater and marine pelagic and sediment environments. An exponential growth in scientific publications and an increase in regulatory attention have occurred. However, despite these efforts, the environmental hazard of these particles is still unknown. To evaluate the hazard of microplastics within a risk assessment context, we need a way to evaluate the quality of experimental studies. We performed a thorough review of the quality and focus of environmental microplastic research, to understand the methodologies employed and how this may assist or distract from the ability of environmental risk assessors to evaluate microplastics. We provide guidance to improve the reliability and relevance of ecotoxicological studies for regulatory and broader environmental assessments. Nine areas of needed improvement are identified and discussed. Important data gaps and experimental limitations are highlighted. Environ Toxicol Chem 2017;36:1697-1703. © 2017 SETAC.
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Affiliation(s)
| | - Scott D Dyer
- Procter & Gamble, Mason Business Center, Mason, Ohio, USA
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15
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Du B, Haddad SP, Luek A, Scott WC, Saari GN, Kristofco LA, Connors KA, Rash C, Rasmussen JB, Chambliss CK, Brooks BW. Bioaccumulation and trophic dilution of human pharmaceuticals across trophic positions of an effluent-dependent wadeable stream. Philos Trans R Soc Lond B Biol Sci 2015; 369:rstb.2014.0058. [PMID: 25313153 DOI: 10.1098/rstb.2014.0058] [Citation(s) in RCA: 102] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Though pharmaceuticals are increasingly observed in a variety of organisms from coastal and inland aquatic systems, trophic transfer of pharmaceuticals in aquatic food webs have not been reported. In this study, bioaccumulation of select pharmaceuticals was investigated in a lower order effluent-dependent stream in central Texas, USA, using isotope dilution liquid chromatography-tandem mass spectrometry (MS). A fish plasma model, initially developed from laboratory studies, was tested to examine observed versus predicted internal dose of select pharmaceuticals. Pharmaceuticals accumulated to higher concentrations in invertebrates relative to fish; elevated concentrations of the antidepressant sertraline and its primary metabolite desmethylsertraline were observed in the Asian clam, Corbicula fluminea, and two unionid mussel species. Trophic positions were determined from stable isotopes (δ(15)N and δ(13)C) collected by isotope ratio-MS; a Bayesian mixing model was then used to estimate diet contributions towards top fish predators. Because diphenhydramine and carbamazepine were the only target compounds detected in all species examined, trophic magnification factors (TMFs) were derived to evaluate potential trophic transfer of both compounds. TMFs for diphenhydramine (0.38) and carbamazepine (1.17) indicated neither compound experienced trophic magnification, which suggests that inhalational and not dietary exposure represented the primary route of uptake by fish in this effluent-dependent stream.
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Affiliation(s)
- Bowen Du
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, TX 76798, USA
| | - Samuel P Haddad
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA
| | - Andreas Luek
- Department of Biological Sciences, University of Lethbridge, Lethbridge, Alberta, Canada T1K 3M4
| | - W Casan Scott
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, TX 76798, USA
| | - Gavin N Saari
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA
| | - Lauren A Kristofco
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA
| | - Kristin A Connors
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA Institute of Biomedical Studies, Baylor University, Waco, TX 76798, USA
| | - Christopher Rash
- Department of Chemistry and Biochemistry, Baylor University, Waco, TX 76798, USA
| | - Joseph B Rasmussen
- Department of Biological Sciences, University of Lethbridge, Lethbridge, Alberta, Canada T1K 3M4
| | - C Kevin Chambliss
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, TX 76798, USA Department of Chemistry and Biochemistry, Baylor University, Waco, TX 76798, USA
| | - Bryan W Brooks
- Department of Environmental Science, Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, TX 76798, USA The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, TX 76798, USA Institute of Biomedical Studies, Baylor University, Waco, TX 76798, USA
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Nichols JW, Du B, Berninger JP, Connors KA, Chambliss CK, Erickson RJ, Hoffman AD, Brooks BW. Observed and modeled effects of pH on bioconcentration of diphenhydramine, a weakly basic pharmaceutical, in fathead minnows. Environ Toxicol Chem 2015; 34:1425-35. [PMID: 25920411 DOI: 10.1002/etc.2948] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Revised: 12/01/2014] [Accepted: 02/18/2015] [Indexed: 05/18/2023]
Abstract
A need exists to better understand the influence of pH on the uptake and accumulation of ionizable pharmaceuticals in fish. In the present study, fathead minnows were exposed to diphenhydramine (DPH; disassociation constant = 9.1) in water for up to 96 h at 3 nominal pH levels: 6.7, 7.7, and 8.7. In each case, an apparent steady state was reached by 24 h, allowing for direct determination of the bioconcentration factor (BCF), blood-water partitioning (PBW,TOT), and apparent volume of distribution (approximated from the whole-body-plasma concentration ratio). The BCFs and measured PBW,TOT values increased in a nonlinear manner with pH, whereas the volume of distribution remained constant, averaging 3.0 L/kg. The data were then simulated using a model that accounts for acidification of the gill surface caused by elimination of metabolically produced acid. Good agreement between model simulations and measured data was obtained for all tests by assuming that plasma binding of ionized DPH is 16% that of the neutral form. A simpler model, which ignores elimination of metabolically produced acid, performed less well. These findings suggest that pH effects on accumulation of ionizable compounds in fish are best described using a model that accounts for acidification of the gill surface. Moreover, measured plasma binding and volume of distribution data for humans, determined during drug development, may have considerable value for predicting chemical binding behavior in fish.
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Affiliation(s)
- John W Nichols
- Office of Research and Development, National Health and Environmental Effects Research Laboratory, Mid-Continent Ecology Division, US Environmental Protection Agency, Duluth, Minnesota, USA
| | - Bowen Du
- Department of Environmental Science, Baylor University, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, Texas, USA
| | - Jason P Berninger
- Department of Environmental Science, Baylor University, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- Institute of Biomedical Studies, Baylor University, Waco, Texas, USA
| | - Kristin A Connors
- Department of Environmental Science, Baylor University, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- Institute of Biomedical Studies, Baylor University, Waco, Texas, USA
| | - C Kevin Chambliss
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, Texas, USA
- Department of Chemistry and Biochemistry, Baylor University, Waco, Texas, USA
| | - Russell J Erickson
- Office of Research and Development, National Health and Environmental Effects Research Laboratory, Mid-Continent Ecology Division, US Environmental Protection Agency, Duluth, Minnesota, USA
| | - Alex D Hoffman
- Office of Research and Development, National Health and Environmental Effects Research Laboratory, Mid-Continent Ecology Division, US Environmental Protection Agency, Duluth, Minnesota, USA
| | - Bryan W Brooks
- Department of Environmental Science, Baylor University, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- The Institute of Ecological, Earth and Environmental Sciences, Baylor University, Waco, Texas, USA
- Institute of Biomedical Studies, Baylor University, Waco, Texas, USA
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17
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Dreier DA, Connors KA, Brooks BW. Comparative endpoint sensitivity of in vitro estrogen agonist assays. Regul Toxicol Pharmacol 2015; 72:185-93. [PMID: 25896097 DOI: 10.1016/j.yrtph.2015.04.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 04/07/2015] [Accepted: 04/08/2015] [Indexed: 10/23/2022]
Abstract
Environmental and human health implications of endocrine disrupting chemicals (EDCs), particularly xenoestrogens, have received extensive study. In vitro assays are increasingly employed as diagnostic tools to comparatively evaluate chemicals, whole effluent toxicity and surface water quality, and to identify causative EDCs during toxicity identification evaluations. Recently, the U.S. Environmental Protection Agency (USEPA) initiated ToxCast under the Tox21 program to generate novel bioactivity data through high throughput screening. This information is useful for prioritizing chemicals requiring additional hazard information, including endocrine active chemicals. Though multiple in vitro and in vivo techniques have been developed to assess estrogen agonist activity, the relative endpoint sensitivity of these approaches and agreement of their conclusions remain unclear during environmental diagnostic applications. Probabilistic hazard assessment (PHA) approaches, including chemical toxicity distributions (CTD), are useful for understanding the relative sensitivity of endpoints associated with in vitro and in vivo toxicity assays by predicting the likelihood of chemicals eliciting undesirable outcomes at or above environmentally relevant concentrations. In the present study, PHAs were employed to examine the comparative endpoint sensitivity of 16 in vitro assays for estrogen agonist activity using a diverse group of compounds from the USEPA ToxCast dataset. Reporter gene assays were generally observed to possess greater endpoint sensitivity than other assay types, and the Tox21 ERa LUC BG1 Agonist assay was identified as the most sensitive in vitro endpoint for detecting an estrogenic response. When the sensitivity of this most sensitive ToxCast in vitro endpoint was compared to the human MCF-7 cell proliferation assay, a common in vitro model for biomedical and environmental monitoring applications, the ERa LUC BG1 assay was several orders of magnitude less sensitive than MCF-7. These observations highlight the importance of employing multiple assays with various molecular initiation and signaling events to inform selection, application, and interpretation of in vitro endpoint responses during future environmental diagnostic applications.
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Affiliation(s)
- David A Dreier
- Environmental Health Science Program, Department of Environmental Science, Baylor University, Waco, TX 76798, USA
| | - Kristin A Connors
- Environmental Health Science Program, Department of Environmental Science, Baylor University, Waco, TX 76798, USA; Institute of Biomedical Studies, Baylor University, Waco, TX 76798, USA
| | - Bryan W Brooks
- Environmental Health Science Program, Department of Environmental Science, Baylor University, Waco, TX 76798, USA; Institute of Biomedical Studies, Baylor University, Waco, TX 76798, USA.
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Connors KA, Voutchkova-Kostal AM, Kostal J, Anastas P, Zimmerman JB, Brooks BW. Reducing aquatic hazards of industrial chemicals: probabilistic assessment of sustainable molecular design guidelines. Environ Toxicol Chem 2014; 33:1894-1902. [PMID: 24839109 DOI: 10.1002/etc.2614] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Revised: 01/10/2014] [Accepted: 04/14/2014] [Indexed: 06/03/2023]
Abstract
Basic toxicological information is lacking for the majority of industrial chemicals. In addition to increasing empirical toxicity data through additional testing, prospective computational approaches to drug development aim to serve as a rational basis for the design of chemicals with reduced toxicity. Recent work has resulted in the derivation of a "rule of 2," wherein chemicals with an octanol-water partition coefficient (log P) less than 2 and a difference between the lowest unoccupied molecular orbital and the highest occupied molecular orbital (ΔE) greater than 9 (log P<2 and ΔE >9 eV) are predicted to be 4 to 5 times less likely to elicit acute or chronic toxicity to model aquatic organisms. The present study examines potential reduction of aquatic toxicity hazards from industrial chemicals if these 2 molecular design guidelines were employed. Probabilistic hazard assessment approaches were used to model the likelihood of encountering industrial chemicals exceeding toxicological categories of concern both with and without the rule of 2. Modeling predicted that utilization of these molecular design guidelines for log P and ΔE would appreciably decrease the number of chemicals that would be designated to be of "high" and "very high" concern for acute and chronic toxicity to standard model aquatic organisms and end points as defined by the US Environmental Protection Agency. For example, 14.5% of chemicals were categorized as having high and very high acute toxicity to the fathead minnow model, whereas only 3.3% of chemicals conforming to the design guidelines were predicted to be in these categories. Considerations of specific chemical classes (e.g., aldehydes), chemical attributes (e.g., ionization), and adverse outcome pathways in representative species (e.g., receptor-mediated responses) could be used to derive future property guidelines for broader classes of contaminants.
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Affiliation(s)
- Kristin A Connors
- Department of Environmental Science, Baylor University, Waco, Texas, USA; Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA; Institute of Biomedical Studies, Baylor University, Waco, Texas, USA
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Connors KA, Valenti TW, Lawless K, Sackerman J, Onaivi ES, Brooks BW, Gould GG. Similar anxiolytic effects of agonists targeting serotonin 5-HT1A or cannabinoid CB receptors on zebrafish behavior in novel environments. Aquat Toxicol 2014; 151:105-13. [PMID: 24411165 PMCID: PMC3989442 DOI: 10.1016/j.aquatox.2013.12.005] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2013] [Revised: 11/30/2013] [Accepted: 12/05/2013] [Indexed: 05/15/2023]
Abstract
The discovery that selective serotonin reuptake inhibitors (SSRIs) such as fluoxetine are present and bioaccumulate in aquatic ecosystems have spurred studies of fish serotonin transporters (SERTs) and changes in SSRI-sensitive behaviors as adverse outcomes relevant for risk assessment. Many SSRIs also act at serotonin 5-HT1A receptors. Since capitalizing on this action may improve treatments of clinical depression and other psychiatric disorders, novel multimodal drugs that agonize 5-HT1A and block SERT were introduced. In mammals both 5-HT1A and CB agonists, such as buspirone and WIN55,212-2, reduce anxious behaviors. Immunological and behavioral evidence suggests that 5-HT1A-like receptors may function similarly in zebrafish (Danio rerio), yet their pharmacological properties are not well characterized. Herein we compared the density of [(3)H] 8-hydroxy-2-di-n-propylamino tetralin (8-OH-DPAT) binding to 5-HT1A-like sites in the zebrafish brain, to that of similarly Gαi/o-coupled cannabinoid receptors. [(3)H] 8-OH-DPAT specific binding was 176±8, 275±32, and 230±36fmol/mg protein in the hypothalamus, optic tectum, and telencephalon. [(3)H] WIN55,212-2 binding density was higher in those same brain regions at 6±0.3, 5.5±0.4 and 7.3±0.3pm/mg protein. The aquatic light-dark plus maze was used to examine behavioral effects of 5-HT1A and CB receptor agonists on zebrafish novelty-based anxiety. With acute exposure to the 5-HT1A partial-agonist buspirone (50mg/L), or dietary exposure to WIN55,212-2 (7μg/week) zebrafish spent more time in and/or entered white arms more often than controls (p<0.05). Acute exposure to WIN55,212-2 at 0.5-50mg/L reduced mobility. These behavioral findings suggest that azipirones, like cannabinoid agonists, have anxiolytic and/or sedative properties on fish in novel environments. These observations highlight the need to consider potential ecological risks of azapirones and multimodal antidepressants in the future.
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Affiliation(s)
- Kristin A Connors
- Department of Environmental Science, Institute of Biomedical Studies, Baylor University, Waco, TX 76798-7266, USA
| | - Theodore W Valenti
- Department of Environmental Science, The Institute of Ecological, Earth, and Environmental Science, Baylor University, Waco, TX 76798-7266, USA(1); Syngenta Crop Protection LLC, Greensboro, NC 27419, USA(2)
| | - Kelly Lawless
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - James Sackerman
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - Emmanuel S Onaivi
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - Bryan W Brooks
- Department of Environmental Science, Institute of Biomedical Studies, Baylor University, Waco, TX 76798-7266, USA; Department of Environmental Science, The Institute of Ecological, Earth, and Environmental Science, Baylor University, Waco, TX 76798-7266, USA(1)
| | - Georgianna G Gould
- Department of Physiology and Center for Biomedical Neuroscience, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229-3900, USA.
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Connors KA, Du B, Fitzsimmons PN, Hoffman AD, Chambliss CK, Nichols JW, Brooks BW. Comparative pharmaceutical metabolism by rainbow trout (Oncorhynchus mykiss) liver S9 fractions. Environ Toxicol Chem 2013; 32:1810-8. [PMID: 23606059 DOI: 10.1002/etc.2240] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Revised: 02/06/2013] [Accepted: 04/05/2013] [Indexed: 05/18/2023]
Abstract
The occurrence of pharmaceuticals in the environment presents a challenge of growing concern. In contrast to many industrial compounds, pharmaceuticals undergo extensive testing prior to their introduction to the environment. In principle, therefore, it may be possible to employ existing pharmacological safety data using biological "read-across" methods to support screening-level bioaccumulation environmental risk assessment. However, few approaches and robust empirical data sets exist, particularly for comparative pharmacokinetic applications. For many pharmaceuticals, the primary cytochrome P450 (CYP) enzymes responsible for their metabolism have been identified in humans. The purpose of the present study was to employ a comparative approach to determine whether rainbow trout biotransform pharmaceuticals known to be substrates for specific human CYPs. Seven compounds were selected based on their primary metabolism in humans by CYP3A4, CYP2D6, or CYP2C9. Five additional test compounds are known to be substrates for multiple CYPs. Metabolism by rainbow trout liver S9 fractions was evaluated using a substrate-depletion approach, which provided an estimate of intrinsic hepatic clearance (CLIN VITRO,INT ). An isotope dilution liquid chromatography-tandem mass spectrometry method was employed for quantitation of parent chemical concentrations. Only 2 general CYP substrates demonstrated measurable levels of substrate depletion. No significant biotransformation was observed for known substrates of human CYP2D6, CYP2C9, or CYP3A4. The results of this study provide novel information for therapeutics that fish models are likely to metabolize based on existing mammalian data. Further, these results suggest that pharmaceuticals may possess a greater tendency to bioaccumulate in fish than previously anticipated.
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Affiliation(s)
- Kristin A Connors
- Department of Environmental Science, Baylor University, Waco, Texas, USA.
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Connors KA, Du B, Fitzsimmons PN, Chambliss CK, Nichols JW, Brooks BW. Enantiomer-Specific In Vitro Biotransformation of Select Pharmaceuticals in Rainbow Trout (Oncorhynchus mykiss
). Chirality 2013; 25:763-7. [DOI: 10.1002/chir.22211] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2012] [Revised: 04/30/2013] [Accepted: 05/28/2013] [Indexed: 11/08/2022]
Affiliation(s)
- Kristin A. Connors
- Department of Environmental Science; Baylor University; Waco Texas
- Center for Reservoir and Aquatic Systems Research; Baylor University; Waco Texas
- Institute of Biomedical Studies; Baylor University; Waco Texas
| | - Bowen Du
- Department of Environmental Science; Baylor University; Waco Texas
- Center for Reservoir and Aquatic Systems Research; Baylor University; Waco Texas
- The Institute of Ecological, Earth and Environmental Sciences; Baylor University; Waco Texas
| | | | - C. Kevin Chambliss
- Center for Reservoir and Aquatic Systems Research; Baylor University; Waco Texas
- The Institute of Ecological, Earth and Environmental Sciences; Baylor University; Waco Texas
- Department of Chemistry and Biochemistry; Baylor University; Waco Texas
| | | | - Bryan W. Brooks
- Department of Environmental Science; Baylor University; Waco Texas
- Center for Reservoir and Aquatic Systems Research; Baylor University; Waco Texas
- Institute of Biomedical Studies; Baylor University; Waco Texas
- The Institute of Ecological, Earth and Environmental Sciences; Baylor University; Waco Texas
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22
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Valenti TW, Gould GG, Berninger JP, Connors KA, Keele NB, Prosser KN, Brooks BW. Human therapeutic plasma levels of the selective serotonin reuptake inhibitor (SSRI) sertraline decrease serotonin reuptake transporter binding and shelter-seeking behavior in adult male fathead minnows. Environ Sci Technol 2012; 46:2427-35. [PMID: 22296170 PMCID: PMC6072683 DOI: 10.1021/es204164b] [Citation(s) in RCA: 144] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Selective serotonin reuptake inhibitors (SSRIs) represent a class of pharmaceuticals previously reported in aquatic ecosystems. SSRIs are designed to treat depression and other disorders in humans, but are recognized to elicit a variety of effects on aquatic organisms, ranging from neuroendocrine disruption to behavioral perturbations. However, an understanding of the relationships among mechanistic responses associated with SSRI targets and ecologically important behavioral responses of fish remains elusive. Herein, linking Adverse Outcomes Pathways (AOP) models with internal dosimetry represent potential approaches for developing an understanding of pharmaceutical risks to aquatic life. We selected sertraline as a model SSRI for a 28-d study with adult male fathead minnows. Binding activity of the serotonin reuptake transporter (SERT), previously demonstrated in mammals and fish models to respond to sertraline exposure, was selected as an endpoint associated with therapeutic activity. Shelter-seeking behavior was monitored using digital tracking software to diagnose behavioral abnormalities. Fish plasma levels of sertraline exceeding human therapeutic doses were accurately modeled from external exposure concentrations when pH influences on ionization and log D were considered. We observed statistically significant decreases in binding at the therapeutic target (SERT) and shelter-seeking behavior when fish plasma levels exceeded human therapeutic thresholds. Such observations highlights the strengths of coupling physiologically based pharmacokinetic modeling and AOP approaches and suggest that internal dosimetry should be monitored to advance an understanding of the ecological consequences of SSRI exposure to aquatic vertebrates.
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Affiliation(s)
- Theodore W Valenti
- The Institute of Ecological, Earth, and Environmental Sciences, Baylor University, Waco, Texas 76798, United States.
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Brausch JM, Connors KA, Brooks BW, Rand GM. Human pharmaceuticals in the aquatic environment: a review of recent toxicological studies and considerations for toxicity testing. Rev Environ Contam Toxicol 2012; 218:1-99. [PMID: 22488604 DOI: 10.1007/978-1-4614-3137-4_1] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Although an increasingly large amount of data exists on the acute and chronic aquatic toxicity of pharmaceuticals, numerous questions still remain. There remains a dearth of information pertaining to the chronic toxicity of bivalves, benthic invertebrates, fish, and endangered species, as well as study designs that examine mechanism-of-action (MOA)-based toxicity, in vitro and computational toxicity, and pharmaceutical mixtures. Studies examining acute toxicity are prolific in the published literature; therefore, we address many of the shortcomings in the literature by proposing "intelligent" well-designed aquatic toxicology studies that consider comparative pharmacokinetics and pharmacodynamics. For example, few studies on the chronic responses of aquatic species to residues of pharmaceuticals have been performed, and very few on variables that are plausibly linked to any therapeutic MOA. Unfortunately, even less is understood about the metabolism of pharmaceuticals in aquatic organisms. Therefore, it is clear that toxicity testing at each tier of an ecological risk assessment scheme would be strengthened for some pharmaceuticals by selecting model organisms and endpoints to address ecologically problematic MOAs. We specifically recommend that future studies employ AOP approaches (Ankley et al. 2010) that leverage mammalian pharmacology information, including data on side effects and contraindications. Use of conceptual AOP models for pharmaceuticals can enhance future studies in ways that assist in the development of more definitive ecological risk assessments, identify chemical classes of concern, and help protect ecosystems that are affected by WWTP effluent discharge.
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Affiliation(s)
- John M Brausch
- Ecotoxicology and Risk Assessment Laboratory, Department of Earth and Environment, Southeastern Environmental Research Center, Florida International University, 3000 NE 151st St, North Miami, FL 33181, USA
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Brausch JM, Connors KA, Brooks BW, Rand GM. Human pharmaceuticals in the aquatic environment: a review of recent toxicological studies and considerations for toxicity testing. Rev Environ Contam Toxicol 2012; 218:1-99. [PMID: 22488604 DOI: 10.1007/978-1-4614-3137-4_1/cover] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Although an increasingly large amount of data exists on the acute and chronic aquatic toxicity of pharmaceuticals, numerous questions still remain. There remains a dearth of information pertaining to the chronic toxicity of bivalves, benthic invertebrates, fish, and endangered species, as well as study designs that examine mechanism-of-action (MOA)-based toxicity, in vitro and computational toxicity, and pharmaceutical mixtures. Studies examining acute toxicity are prolific in the published literature; therefore, we address many of the shortcomings in the literature by proposing "intelligent" well-designed aquatic toxicology studies that consider comparative pharmacokinetics and pharmacodynamics. For example, few studies on the chronic responses of aquatic species to residues of pharmaceuticals have been performed, and very few on variables that are plausibly linked to any therapeutic MOA. Unfortunately, even less is understood about the metabolism of pharmaceuticals in aquatic organisms. Therefore, it is clear that toxicity testing at each tier of an ecological risk assessment scheme would be strengthened for some pharmaceuticals by selecting model organisms and endpoints to address ecologically problematic MOAs. We specifically recommend that future studies employ AOP approaches (Ankley et al. 2010) that leverage mammalian pharmacology information, including data on side effects and contraindications. Use of conceptual AOP models for pharmaceuticals can enhance future studies in ways that assist in the development of more definitive ecological risk assessments, identify chemical classes of concern, and help protect ecosystems that are affected by WWTP effluent discharge.
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Affiliation(s)
- John M Brausch
- Ecotoxicology and Risk Assessment Laboratory, Department of Earth and Environment, Southeastern Environmental Research Center, Florida International University, 3000 NE 151st St, North Miami, FL 33181, USA
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Berninger JP, Du B, Connors KA, Eytcheson SA, Kolkmeier MA, Prosser KN, Valenti TW, Chambliss CK, Brooks BW. Effects of the antihistamine diphenhydramine on selected aquatic organisms. Environ Toxicol Chem 2011; 30:2065-72. [PMID: 21647947 DOI: 10.1002/etc.590] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Revised: 04/06/2011] [Accepted: 05/11/2011] [Indexed: 05/24/2023]
Abstract
In recent years pharmaceuticals have been detected in aquatic systems receiving discharges of municipal and industrial effluents. Although diphenhydramine (DPH) has been reported in water, sediment, and fish tissue, an understanding of its impacts on aquatic organisms is lacking. Diphenhydramine has multiple modes of action (MOA) targeting the histamine H1, acetylcholine (ACh), and 5-HT reuptake transporter receptors, and as such is used in hundreds of pharmaceutical formulations. The primary objective of this study was to develop a baseline aquatic toxicological understanding of DPH using standard acute and subchronic methodologies with common aquatic plant, invertebrate, and fish models. A secondary objective was to test the utility of leveraging mammalian pharmacology information to predict aquatic toxicity thresholds. The plant model, Lemna gibba, was not adversely affected at exposures as high as 10 mg/L. In the fish model, Pimephales promelas, pH affected acute toxicity thresholds and feeding behavior was more sensitive (no-observed-effect concentration = 2.8 µg/L) than standardized survival or growth endpoints. This response threshold was slightly underpredicted using a novel plasma partitioning approach and a mammalian pharmacological potency model. Interestingly, results from both acute mortality and subchronic reproduction studies indicated that the model aquatic invertebrate, Daphnia magna, was more sensitive to DPH than the fish model. These responses suggest that DPH may exert toxicity in Daphnia through ACh and histamine MOAs. The D. magna reproduction no-observed-effect concentration of 0.8 µg/L is environmentally relevant and suggests that additional studies of more potent antihistamines and antihistamine mixtures are warranted.
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Affiliation(s)
- Jason P Berninger
- Institute of Biomedical Studies, Baylor University, Waco, Texas, USA.
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Soh L, Connors KA, Brooks BW, Zimmerman J. Fate of sucralose through environmental and water treatment processes and impact on plant indicator species. Environ Sci Technol 2011; 45:1363-9. [PMID: 21235203 DOI: 10.1021/es102719d] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The degradation and partitioning of sucralose during exposure to a variety of environmental and advanced treatment processes (ATP) and the effect of sucralose on indicator plant species were systematically assessed. Bench scale experiments were used to reproduce conditions from environmental processes (microbial degradation, hydrolysis, soil sorption) and ATPs (chlorination, ozonation, sorption to activated carbon, and UV radiation). Degradation only occurred to a limited extent during hydrolysis, ozonation, and microbial processes indicating that breakdown of sucralose will likely be slow and incomplete leading to accumulation in surface waters. Further, the persistence of sucralose was compared to suggested human tracer compounds, caffeine and acesulfame-K. In comparison sucralose exhibits similar or enhanced characteristics pertaining to persistence, prevalence, and facile detection and can therefore be considered an ideal tracer for anthropogenic activity. Ecological effects of sucralose were assessed by measuring sucrose uptake inhibition in plant cotelydons and aquatic plant growth impairment. Sucralose did not inhibit plant cotelydon sucrose uptake, nor did it effect frond number, wet weight, or growth rate in aquatic plant, Lemna gibba. Though sucralose does not appear toxic to plant growth, the peristent qualities of sucralose may lead to chronic low-dose exposure with largely unknown consequences for human and environmental health.
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Affiliation(s)
- Lindsay Soh
- Environmental Engineering Program and ‡School of Forestry and Environmental Studies, Yale University, New Haven, CT 06511, USA
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Connors KA, Korte JJ, Anderson GW, Degitz SJ. Characterization of thyroid hormone transporter expression during tissue-specific metamorphic events in Xenopus tropicalis. Gen Comp Endocrinol 2010; 168:149-59. [PMID: 20417208 DOI: 10.1016/j.ygcen.2010.04.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2009] [Revised: 03/22/2010] [Accepted: 04/20/2010] [Indexed: 01/22/2023]
Abstract
Thyroid hormone (TH) induces the dramatic morphological and physiological changes that together comprise amphibian metamorphosis. TH-responsive tissues vary widely with developmental timing of TH-induced changes. How larval tadpole tissues are able to employ distinct metamorphic programs in a developmental stage- and TH-dependent manner is still unknown. Recently, several proteins capable of transporting TH have been identified. TH action and metabolism occurs primarily intracellularly, highlighting the importance of TH transporters. We examined the hypothesis that TH transporter expression and tissue distribution play an important role in mediating TH-induced metamorphic events. Xenopus tropicalis homologs for known TH transporting OATP, MCT and LAT family proteins were identified and gene specific qRT-PCR primers were developed. Total RNA was extracted from tissues representing three unique developmental fates including: growth/differentiation (hind limb), death/resorption (gill, tail) and remodeling (brain, liver, kidney). For growing and resorbing tissues, results showed the general trend of low initial expression levels of MCT8 and MCT10 transporters, followed by a several-fold increase of expression as the tissue undergoes TH-dependent metamorphic changes. The expression pattern in remodeling tissues was less uniform: a general decrease in transporter expression was observed in the liver, while the kidney and brain exhibited a range of expression patterns for several TH transporters. Collectively, these developmental expression patterns are consistent with TH transporting proteins playing a role in the effects of TH in peripheral tissues.
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Affiliation(s)
- Kristin A Connors
- US Environmental Protection Agency, Office of Research and Development, National Heath and Environmental Effects Research Laboratory, Mid-Continent Ecology, Duluth, MN, USA
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Abstract
Literature values of DeltaG degrees (change in Gibbs free energy), DeltaH degrees (change in enthalpy), and TDeltaS degrees (temperature times change in entropy) for 1:1 complex formation by alpha-, beta-, and gamma-cyclodextrins constitute normally distributed populations with the following statistical parameters (all energy quantities in kcal mol(-1); n is the number of data points; mu is the population mean; sigma is the standard deviation): for alpha-cyclodextrin, n = 512, micro(DeltaG) = -2.85, sigma(DeltaG) = 1.23, micro(DeltaH) = -4.77, sigma(DeltaH) = 2.98, micro(TDeltaS) = -1.96, and sigma(TDeltaS) = 2.72; for beta-cyclodextrin, n = 415, micro(DeltaG) = -3.67, sigma(DeltaG) = 1. 37, micro(DeltaH) = -4.24, sigma(DeltaH) = 2.89, micro(DeltaS) = -0. 56, and sigma(TDeltaS) = 2.63; for gamma-cyclodextrin, n = 42, micro(DeltaG) = -3.71, sigma(DeltaG) = 1.19, micro(DeltaH) = -3.10, sigma(DeltaH) = 3.39, micro(TDeltaS) = +0.69, and sigma(TDeltaS) = 3. 29. The temperature is 298.15 K. The mean DeltaG degrees values correspond to binding constants of 123, 490, and 525 M(-1) for alpha-, beta-, and gamma-cyclodextrins, respectively.
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Affiliation(s)
- R R Burnette
- School of Pharmacy, University of Wisconsin, 425 N. Charter Street, Madison, Wisconsin 53706, USA
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Abstract
Complex binding constants of 23 aliphatic acids with alpha-cyclodextrin in aqueous solution were measured by potentiometry, solubility, or competitive spectrophotometry at 25 degrees C. All systems formed 1:1 acid:cyclodextrin complexes, and some of them also formed 1:2 complexes. The conjugate acids formed stronger complexes than did the conjugate bases (except for glycine). Empirical correlations of complex stabilities are shown with partition coefficients, surface areas, molar refraction, and other descriptors. Complex stability appears to result from the hydrophobic effect, the dispersion interaction, and interaction of the carboxylic acid group with the cyclodextrin.
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Affiliation(s)
- A Gadre
- School of Pharmacy, University of Wisconsin, Madison 53706, USA
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Gadre A, Rüdiger V, Schneider HJ, Connors KA. Binding of cyclodextrins to alicyclic and aromatic substrates: complex formation of alpha-, beta-, and gamma-cyclodextrins with substituted cyclohexanecarboxylic acids and phenylalkanoic acids. J Pharm Sci 1997; 86:236-43. [PMID: 9040102 DOI: 10.1021/js960202m] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Complex binding constants of the three native cyclodextrins with seven cyclohexane derivatives (all possessing the carboxylic acid group) and with the series C6H5(CH2)nCOOH (n = 0 to 4) were measured in aqueous solution at 25 degrees C by potentiometry and the solubility method. These results, combined with literature data, indicate that alpha- and gamma-cyclodextrins bind with comparable strength to both the cyclohexyl and phenyl moieties, with beta-cyclodextrin binding significantly more strongly. These acid series are compared with several series CH3(CH2)nX, where X is CH3, COOH, COO-, OH, SO3-, etc., and it is concluded that the X group (for X other than methyl) contributes appreciably to complex stability, perhaps by means of an extracavity interaction. The COOH group provides a further augmentation of complex stability. NMR CIS and ROESY results indicate the presence of isomeric complexes in both the cyclohexyl and phenylalkanoic series, and clearly demonstrate the existence of intracavity inclusion. An NOE study of the alpha-cyclodextrin: cyclohexanecarboxylate system provides evidence for inclusion combined with interaction outside (that is, at the rim of) the cavity.
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Affiliation(s)
- A Gadre
- School of Pharmacy, University of Wisconsin, Madison 53706, USA
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Abstract
Proceeding from a phenomenological theory of pairwise interactions (solvent-solvent, solvent-solute, and solute-solute), the binding constant K11 (in M-1) for 1:1 complex formation by alpha-cyclodextrin at a substrate binding site, at 25 degrees C in water, is given by log K11 = -1.74 - [Z] + 0.032(-delta A), where [Z] incorporates solvent-solute (solvation) and solute-solute interactions and delta A is the decrease in nonpolar surface area (in A2 molecule-1) on the substrate that is exposed to solvent when the binding site enters the cyclodextrin cavity. delta A is estimated from the structure of the binding site. Three levels of approximation are described for estimating [Z]. At the third (highest) level, the procedure when applied to 569 complex systems generated predicted values of log K11 that agreed within 0.30 unit of the experimental values in 58% of cases, and that agreed within 1.00 unit in 95% of cases.
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Affiliation(s)
- K A Connors
- School of Pharmacy, University of Wisconsin, Madison 53706, USA
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LePree JM, Connors KA. Solvent effects on chemical processes. 11. Solvent effects on the kinetics of decarboxylative dechlorination of N-chloro amino acids in binary aqueous-organic solvents. J Pharm Sci 1996; 85:560-6. [PMID: 8773949 DOI: 10.1021/js960031l] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The phenomenological theory of solvent effects is extended to chemical reaction rates and is tested against experimental data on the decarboxylative dechlorination of N-chloroalanine and N-chloroleucine at 25 degrees C in binary aqueous-organic solvent mixtures. The organic cosolvents studied were methanol, ethanol, l-propanol, 2-propanol, ethylene glycol, propylene glycol, acetonitrile, and dioxane. Reaction rates increased in all cosolvent systems. The kinetic solvent effects could be quantitatively described by the theory, and the parameters of the theory (solvation exchange constants K1 and K2 and cavity surface area parameter delta g++) were found to possess magnitudes reasonable for the physical significance assigned to them. In particular, the delta g++ value is consistent with a recent measurement of the volume of activation delta V++ of the reaction.
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Affiliation(s)
- J M LePree
- School of Pharmacy, University Wisconsin-Madison 53706, USA
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Leiterman RV, Mulski MJ, Connors KA. Solvent effects on chemical processes. 10. Solubility of alpha-cyclodextrin in binary aqueous-organic solvents: relationship to solid phase composition. J Pharm Sci 1995; 84:1272-5. [PMID: 8587041 DOI: 10.1002/jps.2600841103] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The equilibrium solubility at 25 degrees C of alpha-cyclodextrin was measured in several binary aqueous-organic solvent mixtures, the organic cosolvents being methanol, 2-propanol, ethylene glycol, and acetone. Solubility maxima were observed as the solvent composition was varied from pure water to pure cosolvent. The maximum in methanol systems was hardly detectable, but it was very pronounced in 2-propanol and acetone, and two maxima were seen in the ethylene glycol system. Karl Fischer analysis of the solid phase isolated from 2-propanol/water equilibrium systems showed that alpha-cyclodextrin hexahydrate is the stable form in water, whereas a solid phase containing three water molecules per molecule of alpha-cyclodextrin is the stable form in the presence of 2-propanol. The appearance of a solubility maximum in this system, and by extension presumably in the other cosolvent systems, is attributed to the existence of more than one stable solid phase of alpha-cyclodextrin.
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Affiliation(s)
- R V Leiterman
- School of Pharmacy, University of Wisconsin, Madison 53706, USA
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Abstract
Binding constants (K11) of 1:1 complexes of alpha-cyclodextrin, beta-cyclodextrin, and gamma-cyclodextrin with many substrates (guests) were collected from published sources and subjected to statistical analysis. All systems refer to 25 +/- 5 degrees C and aqueous solution. The frequency distributions of log K11 are satisfactorily described by normal distributions with the following parameters (n = number of complexes, mu = population mean, sigma = population standard deviation): alpha-cyclodextrin, n = 663, mu = 2.11, sigma = 0.90; beta-cyclodextrin, n = 721, mu = 2.69, sigma = 0.89; gamma-cyclodextrin, n = 166, mu = 2.55, sigma = 0.93. Stabilities of pairs of cyclodextrin complexes with a common substrate are not precisely correlated, but they do not appear to be wholly independent quantities. The stabilities of alpha-cyclodextrin complexes are consistent with a recent interpretation of solvent effects on alpha-cyclodextrin complex stabilities.
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Affiliation(s)
- K A Connors
- School of Pharmacy, University of Wisconsin, Madison 53706, USA
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Abstract
The kinetics of demethylation of aspartame were studied in binary aqueous-organic solvent mixtures at 25 degrees C under two solution conditions, namely 1.0 M HCl (pH 0.28 in water) and carbonate buffer (pH 10.1 in water). Under these conditions solvent effects on the acid dissociation constants of aspartame do not complicate the interpretation of the kinetics. The organic cosolvents were acetone, acetonitrile, dimethyl sulfoxide, dioxane, tetrahydrofuran, and methanol. The observed kinetic solvent effects were modest in magnitude, not exceeding a factor of 3 in rate constant, relative to the fully aqueous solution. The rate changes included both increases and decreases, and in some solvent mixtures extrema were observed. It is concluded that at least two contributory factors, identified as an electrostatic (dielectric constant) effect and a solvation effect, must be operating to produce the observed kinetic solvent effects.
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Abstract
The kinetics of demethylation of aspartame and L-phenylalanine methyl ester were studied in aqueous solution at 25 degrees C over the pH range 0.27-11.5. The pseudo-first-order rate constant for aspartame was resolved into individual contributions from methyl ester hydrolysis and diketopiperazine formation. pH-rate profiles were quantitatively described by chemically reasonable kinetic schemes. Aspartame is maximally stable at pH 4 (t90 = 53 days at 25 degrees C); phenylalanine methyl ester, at pH 3. The potentiometrically measured pKa values were pKa1 3.19 and pKa2 7.87 for aspartame and pKa 7.11 for phenylalanine methyl ester.
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Khossravi D, Connors KA. Solvent effects on chemical processes. V: Hydrophobic and solvation effects on the solubilities of substituted biphenyls in methanol/water mixtures. J Pharm Sci 1993; 82:817-20. [PMID: 8377121 DOI: 10.1002/jps.2600820813] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
A phenomenological model that permits solvent effects to be separated into general medium effects (the solvophobic effect) and solvation effects is applied to the solubility of a series of biphenyl compounds in methanol/water mixtures. The parameters of the model (gA, K1, and K2, K1 and K2 are equilibrium constants for solvation and gA describes the general medium contribution) were evaluated from the nonlinear regression of the model equation to the data. It was found that the surface tension curvature factor (g) was 0.37, that A represents the hydrophobic (nonpolar) surface area of the solute molecule, and that K1 and K2 were 2.53 and 1.77 (means for solutes in methanol/water), respectively. These results permit solvent effects on solubility in methanol/water to be predicted and they refine the interpretation of the solvent effect model.
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Affiliation(s)
- D Khossravi
- School of Pharmacy, University of Wisconsin, Madison 53706
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Khossravi D, Connors KA. Solvent effects on chemical processes. I: Solubility of aromatic and heterocyclic compounds in binary aqueous-organic solvents. J Pharm Sci 1992; 81:371-9. [PMID: 1308660 DOI: 10.1002/jps.2600810418] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The standard free energy change (delta G0) for equilibrium dissolution in binary solvent mixtures is written as a sum of effects arising from solvent-solvent interactions (the general medium effect), solvent-solute interactions (the solvation effect), and solute-solute interactions (the intersolute effect). The general medium effect is given by gA gamma, where g is a curvature correction factor to the surface tension (gamma) and A is the molecular cavity surface area. A new feature is the definition of gamma to be that value appropriate to the equilibrium mean solvation shell composition. The solvation effect is modeled by stoichiometric stepwise competitive equilibria between the two solvent components for the solute. The intersolute effect includes the crystal energy and solution phase interactions. In this work, water was solvent component 1, and various miscible organic cosolvents served as solvent component 2. Relating all data to the fully aqueous solution gives an explicit expression for delta M delta G0, the solvent effect on the free energy change, as a function of the mole fractions x1 and x2. This function is a binding isotherm. Nonlinear regression leads (for a two-step solvation scheme) to estimates of the solvation exchange constants K1 and K2 and the parameter gA. This relationship was applied to 44 systems comprising combinations of 31 solutes and eight organic cosolvents. Curve fits were good to excellent, and most of the parameter estimates had physically reasonable magnitudes.
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Affiliation(s)
- D Khossravi
- School of Pharmacy, University of Wisconsin, Madison 53706
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Abstract
Misoprostol (Searle), and E1-type prostaglandin, is known to be stabilized in the form of a solid dispersion with hydroxypropyl methylcellulose (HPMC), yet no evidence has been found for specific intermolecular interactions. In the present study, the dehydration kinetics of this prostaglandin were studied in aqueous solution in the absence and the presence of HPMC. The dispersion of the drug with HPMC, when dissolved in pH 7.66 aqueous solution, exerted a small but significant stabilizing effect. A possible interpretation of this kinetic result, together with lack of evidence for complex formation in both the solid and solution states, may be that HPMC exerts its stabilizing effect by physically limiting the access of water the prostaglandin through an entanglement of the prostaglandin in the polymer environment, the diffusion of drug away from the polymer being slow on the time scale of the dehydration kinetics.
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Jozwiakowski MJ, Connors KA. Studies on adsorptiochromism. II: Diffuse reflectance spectroscopy of adsorptiochromic spiropyrans adsorbed to some pharmaceutically useful solids. J Pharm Sci 1988; 77:241-6. [PMID: 3373429 DOI: 10.1002/jps.2600770312] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The colored powders produced by the adsorption of four adsorptiochromic spiropyrans to many solids (silica gel, silicic acid, fumed silica, alumina, microcrystalline cellulose, talc, titanium dioxide) were examined by diffuse reflectance spectroscopy. The reflectance spectra were dominated by two bands, one at 550 nm and the other in the range 400-500 nm, often at 472 nm. Plots of the Kubelka-Munk function [F(R' infinity)] against g, the coverage expressed in nmol/m2, were linear at very low g and approached a limiting value independent of g at high coverage. The color formation upon adsorption terminates at coverages much lower than the maximum binding capacity of the solid. The slope of the plot of F(R' infinity) against g, at low g (denoted f0), appears to be sensitive to the scattering properties of the solid. For a single solid (silica gel), comparison of f0 for adsorptiochromic adsorbates with f0 for permanent dyes allowed estimates to be made of the fraction of adsorbed spiropyran in the colored form on the surface.
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Bates EW, Connors KA. Assessing process of care under capitated and fee-for-service Medicare. Health Care Financ Rev 1987; Spec No:57-68. [PMID: 10312321 PMCID: PMC4195099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
In 1986 more than 770,000 Medicare beneficiaries were enrolled in risk-based health plans that had very little experience in providing medical care to elderly patients. This article addresses one major facet of the National Medicare Competition Evaluation of capitated versus fee-for-service delivery of Medicare benefits, sponsored by the Health Care Financing Administration: the assessment of the quality of the process of care delivered to Medicare enrollees. The rationale, design, and analysis plans for this subpart of the larger evaluation and its interrelationships with the other components of the project are described.
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Abstract
The adsorption of four adsorptiochromic spiropyrans to many solids (silica gel, silicic acid, fumed silica, alumina, microcrystalline cellulose, talc, titanium dioxide) was studied at 25 degrees C from cyclohexane solution. Nineteen adsorption isotherms were determined; and the binding data were fitted to the Langmuir equation. A model for binding of adsorptiochromic substances is described, and the parameters of the model are related to the experimental binding constant K.
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Affiliation(s)
- K A Connors
- School of Pharmacy, University of Wisconsin, Madison 53706
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Jozwiakowski MJ, Connors KA. Estimation of surface polarity of silicas by absorption spectroscopy of glycerin suspensions of adsorbed 6-nitrobenzoindolinopyran. Pharm Res 1987; 4:398-401. [PMID: 2854629 DOI: 10.1023/a:1016482228318] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The title compound (6-NO2-BIPS) is adsorptiochromic, becoming colored upon adsorption to a polar surface. Powders of 6-NO2-BIPS adsorbed to silica gel or silicic acid are suspended in glycerin, and the absorption spectrum of the adsorbate is recorded by conventional absorption spectroscopy. The wave number of maximum absorption is related to the effective surface polarity by v*/cm-1 = 90.85 Z + 11,571, where Z is the Kosower polarity measure. Silica surface polarity corresponds to Z = 86-89.
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Connors KA, Ifan A. Chromogenic reactions of tertiary amines with polycarboxylic acids and acetic anhydride: carbon suboxide as the reactive species in the malonic acid reagent. J Pharm Sci 1987; 76:834-8. [PMID: 3430350 DOI: 10.1002/jps.2600761018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Analytical methods based on the title reactions are reviewed, and the malonic acid-acetic anhydride system was selected for detailed study. It is postulated that carbon suboxide, O = C = C = C = O, formed by the action of acetic anhydride on malonic acid, is the effective reactive species in this system. Carbon suboxide was prepared and identified, and spectrophotometric observations of its reactions with tertiary amines are described. Aliphatic and aromatic tertiary amines generate colored products upon reaction with carbon suboxide in the presence of acetic anhydride. It was found that aliphatic tertiary amines form colors upon reaction with carbon suboxide in the absence of acetic anhydride, whereas aromatic tertiary amines require the presence of acetic anhydride.
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Affiliation(s)
- K A Connors
- School of Pharmacy, University of Wisconsin, Madison 53706
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Abstract
The adsorption and desorption of drugs and inorganic ions to and from polycarbophil (PC), a polymer, were investigated to determine if PC would be a suitable carrier for sustained-release dosage formulations. Both in vitro and in vivo experiments with a polycarbophil-atropine sulfate complex demonstrated the gradual-release properties of this system. Adsorbed Cr3+ ions, like atropine, are released slowly. In contrast, 51CrO4(2-) ions are predominantly bound in an irreversible manner. A third group of drugs minimally adsorbed to PC under the conditions studied. We conclude that PC under both in vitro and in vivo conditions is able to bind certain ions and drugs and then release them over a period of time in a predictable and repeatable manner.
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Affiliation(s)
- N A See
- School of Pharmacy, University of Wisconsin, Madison 53706
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Abstract
The competitive indicator method for studying molecular complexes is extended to systems forming 1:1 (SL) and 1:2 (SL2) complexes of substrate (S) and ligand (L). A modification is described for slightly soluble substrates, in which the presence of solid substrate establishes a constant concentration of uncomplexed substrate. These methods are applied to complexes of alpha-cyclodextrin with some aromatic substrates, with methyl orange as the indicator in acid solution; nitrazine yellow is introduced as an indicator for these studies in basic solution.
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Lin SF, Connors KA. Complex formation between alpha-cyclodextrin and 4-substituted phenols studied by potentiometric and competitive spectrophotometric methods. J Pharm Sci 1983; 72:1333-8. [PMID: 6644598 DOI: 10.1002/jps.2600721124] [Citation(s) in RCA: 34] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Stability constants for complex formation between alpha-cyclodextrin and the conjugate acid and base forms of nine phenols were measured in aqueous solution at 25 degrees. The potentiometric method, in which the apparent acid dissociation constant of the phenol is measured as a function of cyclodextrin concentration, was supplemented by a modified version of a competitive spectrophotometric methyl orange method. For all phenols, the 1:1 stability constant for the conjugate base form (K11b) was larger than K11a for the conjugate acid form. Finite K12b values were found for phenols whose 4-substituents could tolerate a positive charge by electron delocalization. Complex stability, as measured by K11a and K11b, increases with electron density and polarizability at the 4-substituent. It is concluded that the 4-substituent is the sole or predominant site of binding for both the conjugate acid and base forms of the phenols. The general result that K11b is greater than K11a for any phenol is accounted for by relative delocalization of charge in the anion and neutral species.
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Abstract
Complex formation of alpha-cyclodextrin with 15 amines (including seven 4-substituted anilines) was studied by the potentiometric method, supplemented by direct UV spectrophotometry and a competitive indicator spectrophotometric method. The data were analyzed in terms of 1:1 and 1:2 complexes (amine-cyclodextrin ratios) and the stability constants K11a, K12a, K11b, and K12b were evaluated; the subscripts indicate the stoichiometry and conjugate acid-base form. For all amines K11b was greater than K11a and K12a was 0. On the basis of the relationship of complex stability to amine structure, it was concluded that the primary binding site in anilines is the 4-substituent.
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Connors KA, Eboka CJ. Solvent effects on the cinnamoylation of n-propyl alcohol catalyzed by N-methylimidazole and 4-dimethylaminopyridine. J Pharm Sci 1983; 72:369-72. [PMID: 6864472 DOI: 10.1002/jps.2600720412] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The kinetics of reaction of trans-cinnamic anhydride or trans-cinnamoyl chloride with n-propyl alcohol, catalyzed by N-methylimidazole or 4-dimethylaminopyridine, were studied spectrophotometrically at 25 degrees in methyl ethyl ketone, ethylene dichloride, methylene chloride, and toluene. The acid chloride reacted in all solvents via the intermediate formation of the N-acyl catalyst, which underwent reaction with the alcohol catalyzed by another molecule of the base. The anhydride did not form the intermediate in any of the solvents, but underwent direct general base catalysis. The rate of the anhydride reactions was not sensitive to solvent polarity, whereas the rate of the chloride reactions tended to increase as the solvent polarity decreased. A kinetic analysis is given of the effect of ion-pair formation on the kinetics of acyl transfer in systems where the charged N-acyl catalyst intermediate is formed.
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Eboka CJ, Connors KA. Kinetics and mechanism of hydroxy compound cinnamoylation in acetonitrile catalyzed by N-methylimidazole and 4-dimethylaminopyridine. J Pharm Sci 1983; 72:366-9. [PMID: 6864471 DOI: 10.1002/jps.2600720411] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The kinetics of reaction of the acylating agents trans-cinnamic anhydride and trans-cinnamoyl chloride with the hydroxy compounds n-propyl alcohol and water in the presence of N-methylimidazole and 4-dimethylaminopyridine were studied spectrophotometrically in acetonitrile solution at 25 degrees. The acid chloride reacted via the intermediate formation of the N-acyl catalyst, which underwent general base-catalyzed reaction with the hydroxy compound. The anhydride did not form the N-acyl intermediate, but instead underwent direct general base catalysis. In the presence of water, all systems formed the N-acyl intermediate. The mechanistic route followed by the system was determined by the nucleophilicity of the catalyst, the ability of the leaving group, and the polarity of the solvent.
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