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Azhagiya Singam E, Durkin KA, La Merrill MA, Furlow JD, Wang JC, Smith MT. Prediction of the Interactions of a Large Number of Per- and Poly-Fluoroalkyl Substances with Ten Nuclear Receptors. Environ Sci Technol 2024; 58:4487-4499. [PMID: 38422483 PMCID: PMC10938639 DOI: 10.1021/acs.est.3c05974] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 03/02/2024]
Abstract
Per- and poly-fluoroalkyl substances (PFASs) are persistent, toxic chemicals that pose significant hazards to human health and the environment. Screening large numbers of chemicals for their ability to act as endocrine disruptors by modulating the activity of nuclear receptors (NRs) is challenging because of the time and cost of in vitro and in vivo experiments. For this reason, we need computational approaches to screen these chemicals and quickly prioritize them for further testing. Here, we utilized molecular modeling and machine-learning predictions to identify potential interactions between 4545 PFASs with ten different NRs. The results show that some PFASs can bind strongly to several receptors. Further, PFASs that bind to different receptors can have very different structures spread throughout the chemical space. Biological validation of these in silico findings should be a high priority.
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Affiliation(s)
| | - Kathleen A. Durkin
- Molecular
Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, California 94720, United States
| | - Michele A. La Merrill
- Department
of Environmental Toxicology, University
of California, Davis, California 95616, United States
| | - J. David Furlow
- Department
of Neurobiology, Physiology and Behavior, University of California, Davis California 95616, United States
| | - Jen-Chywan Wang
- Department
of Nutritional Sciences and Toxicology, University of California, Berkeley, California 94720, United States
| | - Martyn T. Smith
- Division
of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
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Azhagiya Singam ER, Durkin KA, La Merrill MA, Furlow JD, Wang JC, Smith MT. The vitamin D receptor as a potential target for the toxic effects of per- and polyfluoroalkyl substances (PFASs): An in-silico study. Environ Res 2023; 217:114832. [PMID: 36403651 PMCID: PMC10044465 DOI: 10.1016/j.envres.2022.114832] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 06/16/2023]
Abstract
Due to their persistence and toxicity, perfluoroalkyl and polyfluoroalkyl substances (PFASs) constitute significant hazards to human health and the environment. Their effects include immune suppression, altered hormone levels, and osteoporosis. Recently, the most studied PFAS, perfluorooctanoic acid (PFOA), was shown to competitively binding to the Vitamin D receptor (VDR). VDR plays a crucial role in regulating genes involved in maintaining immune, endocrine, and calcium homeostasis, suggesting it may be a target for at least some of the health effects of PFAS. Hence, this study examined the potential binding of 5206 PFASs to VDR using molecular docking, molecular dynamics, and free energy binding calculations. We identified 14 PFAS that are predicted to interact strongly with VDR, similar to the natural ligands. We further investigated the interactions of VDR with 256 PFASs of established commercial importance. Eighty-three (32%) of these 256 commercially important PFAS were predicted to be stronger binders to VDR than PFOA. At least 16 PFASs of regulatory importance, because they have been identified in water supplies and human blood samples, were also more potent binders to VDR than PFOA. Further, PFASs are usually found together in contaminated drinking water and human blood samples, which raises the concern that multiple PFASs may act together as a mixture on VDR function, potentially producing harmful effects on the immune, endocrine, and bone homeostasis.
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Affiliation(s)
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA, 94720, USA.
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis, CA, 95616, USA
| | - J David Furlow
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, 95616, CA, USA
| | - Jen-Chywan Wang
- Department of Nutritional Sciences and Toxicology, University of California, Berkeley, CA 94720, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, CA, 94720, USA.
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Tachachartvanich P, Singam ERA, Durkin KA, Furlow JD, Smith MT, La Merrill MA. In Vitro characterization of the endocrine disrupting effects of per- and poly-fluoroalkyl substances (PFASs) on the human androgen receptor. J Hazard Mater 2022; 429:128243. [PMID: 35093747 PMCID: PMC9705075 DOI: 10.1016/j.jhazmat.2022.128243] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 05/15/2023]
Abstract
Per- and poly-fluoroalkyl substances (PFASs) are used extensively in a broad range of industrial applications and consumer products. While a few legacy PFASs have been voluntarily phased out, over 5000 PFASs have been produced as replacements for their predecessors. The potential endocrine disrupting hazards of most emerging PFASs have not been comprehensively investigated. In silico molecular docking to the human androgen receptor (hAR) combined with machine learning techniques were previously applied to 5206 PFASs and predicted 23 PFASs bind the hAR. Herein, the in silico results were validated in vitro for the five candidate AR ligands that were commercially available. Three manufactured PFASs namely (9-(nonafluorobutyl)- 2,3,6,7-tetrahydro-1 H,5 H,11 H-pyrano[2,3-f]pyrido[3,2,1-ij]quinolin-11-one (NON), 2-(heptafluoropropyl)- 3-phenylquinoxaline (HEP), and 2,2,3,3,4,4,5,5,5-nonafluoro-N-(4-nitrophenyl)pentanamide (NNN) elicited significant antiandrogenic effects at relatively low concentrations. We further investigated the mechanism of AR inhibition and found that all three PFASs inhibited AR transactivation induced by testosterone through a competitive binding mechanism. We then examined the antiandrogenic effects of these PFASs on AR expression and its responsive genes. Consistently, these PFASs significantly decreased the expression of PSA and FKBP5 and increased the expression of AR, similar to the effects elicited by a known competitive AR inhibitor, hydroxyflutamide. This suggests they are competitive antagonists of AR activity and western blot analysis revealed these PFASs decreased intracellular AR protein in androgen sensitive human prostate cancer cells. Hence, the findings presented here corroborate our published in silico approach and indicate these emerging PFASs may adversely affect the human endocrine system.
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Affiliation(s)
- Phum Tachachartvanich
- Department of Environmental Toxicology, University of California, Davis 95616, CA, USA; Laboratory of Environmental Toxicology, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | | | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley 94720, CA, USA
| | - J David Furlow
- Department of Neurobiology, Physiology and Behavior, University of California, Davis 95616, CA, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley 94720, CA, USA
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis 95616, CA, USA.
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Ramaprasad ASE, Smith MT, McCoy D, Hubbard AE, La Merrill MA, Durkin KA. Predicting the binding of small molecules to nuclear receptors using machine learning. Brief Bioinform 2022; 23:6563938. [PMID: 35383362 PMCID: PMC9116378 DOI: 10.1093/bib/bbac114] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 03/07/2022] [Accepted: 03/09/2022] [Indexed: 12/14/2022] Open
Abstract
Nuclear receptors (NRs) are important biological targets of endocrine-disrupting chemicals (EDCs). Identifying chemicals that can act as EDCs and modulate the function of NRs is difficult because of the time and cost of in vitro and in vivo screening to determine the potential hazards of the 100 000s of chemicals that humans are exposed to. Hence, there is a need for computational approaches to prioritize chemicals for biological testing. Machine learning (ML) techniques are alternative methods that can quickly screen millions of chemicals and identify those that may be an EDC. Computational models of chemical binding to multiple NRs have begun to emerge. Recently, a Nuclear Receptor Activity (NuRA) dataset, describing experimentally derived small-molecule activity against various NRs has been created. We have used the NuRA dataset to develop an ensemble of ML-based models to predict the agonism, antagonism, binding and effector binding of small molecules to nine different human NRs. We defined the applicability domain of the ML models as a measure of Tanimoto similarity to the molecules in the training set, which enhanced the performance of the developed classifiers. We further developed a user-friendly web server named 'NR-ToxPred' to predict the binding of chemicals to the nine NRs using the best-performing models for each receptor. This web server is freely accessible at http://nr-toxpred.cchem.berkeley.edu. Users can upload individual chemicals using Simplified Molecular-Input Line-Entry System, CAS numbers or sketch the molecule in the provided space to predict the compound's activity against the different NRs and predict the binding mode for each.
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Affiliation(s)
| | - Martyn T Smith
- Divisions of Environmental Health Sciences and Biostatistics, School of Public Health, University of California Berkeley, CA 94720, USA
| | - David McCoy
- Divisions of Environmental Health Sciences and Biostatistics, School of Public Health, University of California Berkeley, CA 94720, USA
| | - Alan E Hubbard
- Divisions of Environmental Health Sciences and Biostatistics, School of Public Health, University of California Berkeley, CA 94720, USA
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis, CA 95616, USA
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA 94720, USA
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Terajima T, Suzuki T, Horikoshi R, Doi S, Nakamura M, Kobayashi F, Durkin KA, Shimomura K, Nakamura S, Yamamoto K, Tomizawa M. Deciphering the Flupyrimin Binding Surface on the Insect Nicotinic Acetylcholine Receptor. J Agric Food Chem 2021; 69:9551-9556. [PMID: 34374535 DOI: 10.1021/acs.jafc.1c03241] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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] [Indexed: 06/13/2023]
Abstract
A novel insecticide flupyrimin (FLP) with a trifluoroacetyl pharmacophore acts as an antagonist at the insect nicotinic acetylcholine receptor (nAChR). This investigation examines a hypothesis that the FLP C(O)CF3 moiety is primarily recognized by the β subunit-face in the ligand-binding pocket (interface between α and β subunits) of the insect nAChR. Accordingly, we evaluate the atomic interaction between a fluorine atom of FLP and the partnering amino acid side chain on the β subunit employing a recombinant hybrid nAChR consisting of aphid Mpα2 and rat Rβ2 subunits (with a mutation at T77 on the Rβ2). The H-donating T77R, T77K, T77N, or T77Q nAChR enhances the FLP binding potency relative to that of the wild-type receptor, whereas the affinity of neonicotinoid imidaclprid (IMI) with a nitroguanidine pharmacophore remains unchanged. These results facilitate the establishment of the unique FLP molecular recognition at the Mpα2/Mpβ1 interface structural model, thereby underscoring a distinction in its binding mechanism from IMI.
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Affiliation(s)
- Takehito Terajima
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Tomonori Suzuki
- Department of Molecular Microbiology, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Ryo Horikoshi
- Agricultural and Veterinary Research Labs, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd., Yokohama, Kanagawa 222-8567, Japan
| | - Shohei Doi
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Mizuki Nakamura
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Fumika Kobayashi
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Kathleen A Durkin
- College of Chemistry, University of California, Berkeley, Berkeley, California 94720-1460, United States
| | - Kenji Shimomura
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
| | - Satoshi Nakamura
- Agricultural and Veterinary Research Labs, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd., Yokohama, Kanagawa 222-8567, Japan
| | - Kazumi Yamamoto
- Agricultural and Veterinary Research Labs, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd., Yokohama, Kanagawa 222-8567, Japan
| | - Motohiro Tomizawa
- Department of Chemistry, Faculty of Life Sciences, Tokyo University of Agriculture, Setagaya, Tokyo 156-8502, Japan
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Azhagiya Singam ER, Tachachartvanich P, Fourches D, Soshilov A, Hsieh JCY, La Merrill MA, Smith MT, Durkin KA. Structure-based virtual screening of perfluoroalkyl and polyfluoroalkyl substances (PFASs) as endocrine disruptors of androgen receptor activity using molecular docking and machine learning. Environ Res 2020; 190:109920. [PMID: 32795691 DOI: 10.1016/j.envres.2020.109920] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [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: 03/10/2020] [Accepted: 07/04/2020] [Indexed: 06/11/2023]
Abstract
Perfluoroalkyl and polyfluoroalkyl substances (PFASs) pose a substantial threat as endocrine disruptors, and thus early identification of those that may interact with steroid hormone receptors, such as the androgen receptor (AR), is critical. In this study we screened 5,206 PFASs from the CompTox database against the different binding sites on the AR using both molecular docking and machine learning techniques. We developed support vector machine models trained on Tox21 data to classify the active and inactive PFASs for AR using different chemical fingerprints as features. The maximum accuracy was 95.01% and Matthew's correlation coefficient (MCC) was 0.76 respectively, based on MACCS fingerprints (MACCSFP). The combination of docking-based screening and machine learning models identified 29 PFASs that have strong potential for activity against the AR and should be considered priority chemicals for biological toxicity testing.
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Affiliation(s)
| | | | - Denis Fourches
- Department of Chemistry, North Carolina State University, Raleigh, NC, USA
| | - Anatoly Soshilov
- Division of Scientific Programs, Pesticide and Environmental Toxicology Branch, Water Toxicology Section, Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, USA
| | - Jennifer C Y Hsieh
- Division of Scientific Programs, Reproductive and Cancer Hazard Assessment Branch, Cancer Toxicology and Epidemiology Section, Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, USA
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis, CA, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA.
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA, USA.
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Tachachartvanich P, Azhagiya Singam ER, Durkin KA, Smith MT, La Merrill MA. Structure-based discovery of the endocrine disrupting effects of hydraulic fracturing chemicals as novel androgen receptor antagonists. Chemosphere 2020; 257:127178. [PMID: 32505947 DOI: 10.1016/j.chemosphere.2020.127178] [Citation(s) in RCA: 4] [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: 02/28/2020] [Revised: 05/18/2020] [Accepted: 05/21/2020] [Indexed: 06/11/2023]
Abstract
Hydraulic fracturing (HF) technology is increasingly utilized for oil and gas extraction operations. The widespread use of HF has led to concerns of negative impacts on both the environment and human health. Indeed, the potential endocrine disrupting impacts of HF chemicals is one such knowledge gap. Herein, we used structure-based molecular docking to assess the binding affinities of 60 HF chemicals to the human androgen receptor (AR). Five HF chemicals had relatively high predicted AR binding affinity, suggesting the potential for endocrine disruption. We next assessed androgenic and antiandrogenic activities of these chemicals in vitro. Of the five candidate AR ligands, only Genapol®X-100 significantly modified AR transactivation. To better understand the structural effect of Genapol®X-100 on the potency of AR inhibition, we compared the antiandrogenic activity of Genapol®X-100 with that of its structurally similar chemical, Genapol®X-080. Interestingly, both Genapol®X-100 and Genapol®X-080 elicited an antagonistic effect at AR with 20% relative inhibitory concentrations of 0.43 and 0.89 μM, respectively. Furthermore, we investigated the mechanism of AR inhibition of these two chemicals in vitro, and found that both Genapol®X-100 and Genapol®X-080 inhibited AR through a noncompetitive mechanism. The effect of these two chemicals on the expression of AR responsive genes, e.g. PSA, KLK2, and AR, was also investigated. Genapol®X-100 and Genapol®X-080 altered the expression of these genes. Our findings heighten awareness of endocrine disruption by HF chemicals and provide evidence that noncompetitive antiandrogenic Genapol®X-100 could cause adverse endocrine health effects.
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Affiliation(s)
- Phum Tachachartvanich
- Department of Environmental Toxicology, University of California, Davis, CA, 95616, USA
| | | | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA, 94720, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, CA, 94720, USA
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis, CA, 95616, USA.
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Azhagiya Singam ER, Tachachartvanich P, La Merrill MA, Smith MT, Durkin KA. Structural Dynamics of Agonist and Antagonist Binding to the Androgen Receptor. J Phys Chem B 2019; 123:7657-7666. [PMID: 31431014 DOI: 10.1021/acs.jpcb.9b05654] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Androgen receptor (AR) is a steroid hormone nuclear receptor which upon binding its endogenous androgenic ligands (agonists), testosterone and dihydrotestosterone (DHT), alters gene transcription, producing a diverse range of biological effects. Antiandrogens, such as the pharmaceuticals bicalutamide and hydroxyflutamide, act as agonists in the absence of androgens and as antagonists in their presence or in high concentration. The atomic level mechanism of action by agonists and antagonists of AR is less well characterized. Therefore, in this study, multiple 1 μs molecular dynamics (MD), docking simulations, and perturbation-response analyses were performed to more fully explore the nature of interaction between agonist or antagonist and AR and the conformational changes induced in the AR upon interaction with different ligands. We characterized the mechanism of the ligand entry/exit and found that helix-12 and nearby structural motifs respond dynamically in that process. Modeling showed that the agonist and antagonist/agonist form a hydrogen bond with Thr877/Asn705 and that this interaction is absent for antagonists. Agonist binding to AR increases the mobility of residues at allosteric sites and coactivator binding sites, while antagonist binding decreases mobility at these important sites. A new site was also identified as a potential surface for allosteric binding. These results shed light on the effect of agonists and antagonists on the structure and dynamics of AR.
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Affiliation(s)
| | - Phum Tachachartvanich
- Department of Environmental Toxicology , University of California , Davis 95616 , California United States
| | - Michele A La Merrill
- Department of Environmental Toxicology , University of California , Davis 95616 , California United States
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health , University of California , Berkeley 94720 , California United States
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry , University of California , Berkeley 94720 , California United States
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Sheng CW, Casida JE, Durkin KA, Chen F, Han ZJ, Zhao CQ. Fiprole insecticide resistance of Laodelphax striatellus: electrophysiological and molecular docking characterization of A2'N RDL GABA receptors. Pest Manag Sci 2018; 74:2645-2651. [PMID: 29718557 DOI: 10.1002/ps.5059] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [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: 10/31/2017] [Revised: 04/20/2018] [Accepted: 04/27/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Phenylpyrazole (fiprole) insecticides, including ethiprole, fipronil and flufiprole with excellent activity on rice planthoppers, are very important in Asia but resistance has developed after decades of use. The molecular mechanism of fipronil- but not ethiprole-resistance has been previously studied in rice planthoppers. In our laboratory, a small brown planthopper Laodelphax striatellus strain with ethiprole-resistance was cultured and the molecular mechanisms of ethiprole resistance and of cross-resistance among fiprole insecticides were investigated. RESULTS Ethiprole-resistant L. striatellus has >5000-fold resistance compared to the susceptible strain, and exhibits around 200-fold cross-resistance with fipronil and flufiprole. RDL genes were isolated from susceptible and ethiprole-resistant L. striatellus and expressed in Xenopus oocytes. Electrophysiological studies showed fiprole insecticides inhibited γ-aminobutyric acid (GABA)-induced current with IC50 = 0.1-1.4 μM to LsRDL-S homomers. In LsRDL-R with A2'N mutation, only 1-13% inhibition was observed on treatment with 10 μM ethiprole, fipronil or flufiprole. Homology models indicate A2'N mutation allows crosslinking hydrogen bonding between Asn sidechains at the 2' position around the channel pore, blocking insecticides from interacting near this position. In contrast, insecticides showed favorable binding near A2' in wild-type L. striatellus. CONCLUSION Cross-resistance is increasing for fiprole insecticides in L. striatellus and management strategies are necessary to minimize resistance. © 2018 Society of Chemical Industry.
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Affiliation(s)
- Cheng-Wang Sheng
- Key Laboratory of Integrated Pest Management in Crops in Eastern China (Ministry of Agriculture of China), College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - John E Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA, USA
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA, USA
| | - Feng Chen
- Key Laboratory of Integrated Pest Management in Crops in Eastern China (Ministry of Agriculture of China), College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Zhao-Jun Han
- Key Laboratory of Integrated Pest Management in Crops in Eastern China (Ministry of Agriculture of China), College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Chun-Qing Zhao
- Key Laboratory of Integrated Pest Management in Crops in Eastern China (Ministry of Agriculture of China), College of Plant Protection, Nanjing Agricultural University, Nanjing, China
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10
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Tachachartvanich P, Sangsuwan R, Ruiz HS, Sanchez SS, Durkin KA, Zhang L, Smith MT. Assessment of the Endocrine-Disrupting Effects of Trichloroethylene and Its Metabolites Using in Vitro and in Silico Approaches. Environ Sci Technol 2018; 52:1542-1550. [PMID: 29294279 PMCID: PMC6290898 DOI: 10.1021/acs.est.7b04832] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Trichloroethylene (TCE) is a ubiquitous environmental contaminant, which may have effects on both ecosystem and human health. TCE has been reported to cause several toxic effects, but little effort has been made to assess the ecological risks of TCE or its major metabolites: trichloroethanol (TCOH), trichloroacetic acid, and oxalic acid (OA). In this study, the endocrine-disrupting potential of TCE and its metabolites were investigated using in vitro and in silico approaches. We examined alterations in the steroidogenesis pathway using the NCI-H295R cell line and utilized receptor-mediated luciferase reporter cell lines to identify effects on estrogen and androgen receptors. Molecular docking was also used to explore chemical interactions with these receptors. All test chemicals except OA significantly increased 17β-estradiol production which can be attributed to an up-regulation of 17β-hydroxysteroid dehydrogenase. Moreover, TCOH exhibited significant antiestrogenic activity with a RIC20 (20% relative inhibitory concentration) of 3.7 × 10-7 M. Molecular docking simulation supported this finding with lower docking scores for TCOH, indicating that hydrogen bonds may stabilize the interaction between TCOH and the estrogen receptor binding pocket. These findings suggest that TCE contamination poses an endocrine-disrupting threat, which has implications for both ecological and human health.
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Affiliation(s)
- Phum Tachachartvanich
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
| | - Rapeepat Sangsuwan
- Department of Chemistry, University of California Berkeley, Berkeley, California 94720, United States
| | - Heather S. Ruiz
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
| | - Sylvia S. Sanchez
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
| | - Kathleen A. Durkin
- Department of Chemistry, University of California Berkeley, Berkeley, California 94720, United States
| | - Luoping Zhang
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
| | - Martyn T. Smith
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California 94720, United States
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11
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Onozaki Y, Horikoshi R, Ohno I, Kitsuda S, Durkin KA, Suzuki T, Asahara C, Hiroki N, Komabashiri R, Shimizu R, Furutani S, Ihara M, Matsuda K, Mitomi M, Kagabu S, Uomoto K, Tomizawa M. Flupyrimin: A Novel Insecticide Acting at the Nicotinic Acetylcholine Receptors. J Agric Food Chem 2017; 65:7865-7873. [PMID: 28820587 DOI: 10.1021/acs.jafc.7b02924] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
A novel chemotype insecticide flupyrimin (FLP) [N-[(E)-1-(6-chloro-3-pyridinylmethyl)pyridin-2(1H)-ylidene]-2,2,2-trifluoroacetamide], discovered by Meiji Seika Pharma, has unique biological properties, including outstanding potency to imidacloprid (IMI)-resistant rice pests together with superior safety toward pollinators. Intriguingly, FLP acts as a nicotinic antagonist in American cockroach neurons, and [3H]FLP binds to the multiple high-affinity binding components in house fly nicotinic acetylcholine (ACh) receptor (nAChR) preparation. One of the [3H]FLP receptors is identical to the IMI receptor, and the alternative is IMI-insensitive subtype. Furthermore, FLP is favorably safe to rats as predicted by the very low affinity to the rat α4β2 nAChR. Structure-activity relationships of FLP analogues in terms of receptor potency, featuring the pyridinylidene and trifluoroacetyl pharmacophores, were examined, thereby establishing the FLP molecular recognition at the Aplysia californica ACh-binding protein, a suitable structural surrogate of the insect nAChR. These FLP pharmacophores account for the excellent receptor affinity, accordingly revealing differences in its binding mechanism from IMI.
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Affiliation(s)
- Yasumichi Onozaki
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Ryo Horikoshi
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Ikuya Ohno
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Shigeki Kitsuda
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Kathleen A Durkin
- College of Chemistry, University of California , Berkeley, California 94720-1460, United States
| | - Tomonori Suzuki
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
| | - Chiaki Asahara
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
| | - Natsuko Hiroki
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
| | - Rena Komabashiri
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
| | - Rikako Shimizu
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
| | - Shogo Furutani
- Faculty of Agriculture, Kindai University , Nara 631-8505, Japan
| | - Makoto Ihara
- Faculty of Agriculture, Kindai University , Nara 631-8505, Japan
| | - Kazuhiko Matsuda
- Faculty of Agriculture, Kindai University , Nara 631-8505, Japan
| | - Masaaki Mitomi
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Shinzo Kagabu
- Faculty of Education, Gifu University , Gifu 501-1193, Japan
| | - Katsuhito Uomoto
- Agricultural and Veterinary Research Laboratories, Agricultural and Veterinary Division, Meiji Seika Pharma Co., Ltd. , Yokohama, Kanagawa 222-8567, Japan
| | - Motohiro Tomizawa
- Faculty of Life Sciences, Tokyo University of Agriculture , Setagaya, Tokyo 156-8502, Japan
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12
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Yabushita M, Li P, Durkin KA, Kobayashi H, Fukuoka A, Farha OK, Katz A. Insights into Supramolecular Sites Responsible for Complete Separation of Biomass-Derived Phenolics and Glucose in Metal-Organic Framework NU-1000. Langmuir 2017; 33:4129-4137. [PMID: 28296411 DOI: 10.1021/acs.langmuir.7b00045] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The molecular origins of adsorption of lignin-derived phenolics to metal-organic framework NU-1000 are investigated from aqueous solution as well as in competitive mode with glucose present in the same aqueous mixture. A comparison of adsorption equilibrium constants (Kads) for phenolics functionalized with either carboxylic acid or aldehyde substituents demonstrated only a slight increase (less than a factor of 6) for the former according to both experiments and calculations. This small difference in Kads between aldehyde and carboxylic-acid substituted adsorbates is consistent with the pyrene unit of NU-1000 as the adsorption site, rather than the zirconia nodes, while at saturation coverage, the adsorption capacity suggests multiple guests per pyrene. Experimental standard free energies of adsorption directly correlated with the molecular size and electronic structure calculations confirmed this direct relationship, with the pyrene units as adsorption site. The underlying origins of this relationship are grounded in noncovalent π-π interactions as being responsible for adsorption, the same interactions present in the condensed phase of the phenolics, which to a large extent govern their heat of vaporization. Thus, NU-1000 acts as a preformed aromatic cavity for driving aromatic guest adsorption from aqueous solution and does so specifically without causing detectable glucose adsorption from aqueous solution, thereby achieving complete glucose-phenolics separations. The reusability of NU-1000 during an adsorption/desorption cycle was good, even with some of the phenolic compounds with greatest affinity not easiliy removed with water and ethanol washes at room temperature. A competitive adsorption experiment gave an upper bound for Kads for glucose of at most 0.18 M-1, which can be compared with Kads for the phenolics investigated here, which fell in the range of 443-42 639 M-1. The actual value of Kads for glucose may be much closer to zero given the lack of observed glucose uptake with NU-1000 as adsorbent.
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Affiliation(s)
- Mizuho Yabushita
- Institute for Catalysis, Hokkaido University , Sapporo, Hokkaido 001-0021, Japan
| | - Peng Li
- Department of Chemistry, Northwestern University , Evanston, Illinois 60208, United States
| | | | - Hirokazu Kobayashi
- Institute for Catalysis, Hokkaido University , Sapporo, Hokkaido 001-0021, Japan
| | - Atsushi Fukuoka
- Institute for Catalysis, Hokkaido University , Sapporo, Hokkaido 001-0021, Japan
| | - Omar K Farha
- Department of Chemistry, Northwestern University , Evanston, Illinois 60208, United States
- Department of Chemistry, Faculty of Science, King Abdulaziz University , Jeddah 22254, Saudi Arabia
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13
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Quirit JG, Lavrenov SN, Poindexter K, Xu J, Kyauk C, Durkin KA, Aronchik I, Tomasiak T, Solomatin YA, Preobrazhenskaya MN, Firestone GL. Indole-3-carbinol (I3C) analogues are potent small molecule inhibitors of NEDD4-1 ubiquitin ligase activity that disrupt proliferation of human melanoma cells. Biochem Pharmacol 2016; 127:13-27. [PMID: 27979631 DOI: 10.1016/j.bcp.2016.12.007] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [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: 08/30/2016] [Accepted: 12/09/2016] [Indexed: 11/16/2022]
Abstract
The HECT domain-containing E3 ubiquitin ligase NEDD4-1 (Neural precursor cell Expressed Developmentally Down regulated gene 4-1) is frequently overexpressed in human cancers and displays oncogenic-like properties through the ubiquitin-dependent regulation of multiple protein substrates. However, little is known about small molecule enzymatic inhibitors of HECT domain-containing ubiquitin ligases. We now demonstrate that indole-3-carbinol (I3C), a natural anti-cancer phytochemical derived from cruciferous vegetables such as cabbage and broccoli, represents a new chemical scaffold of small molecule enzymatic inhibitors of NEDD4-1. Using in vitro ubiquitination assays, I3C, its stable synthetic derivative 1-benzyl-I3C and five novel synthetic analogues were shown to directly inhibit NEDD4-1 ubiquitination activity. Compared to I3C, which has an IC50 of 284μM, 1-benzyl-I3C was a significantly more potent NEDD4-1 enzymatic inhibitor with an IC50 of 12.3μM. Compounds 2242 and 2243, the two indolecarbinol analogues with added methyl groups that results in a more nucleophilic benzene ring π system, further enhanced potency with IC50s of 2.71μM and 7.59μM, respectively. Protein thermal shift assays that assess small ligand binding, in combination with in silico binding simulations with the crystallographic structure of NEDD4-1, showed that each of the indolecarbinol compounds bind to the purified catalytic HECT domain of NEDD4-1. The indolecarbinol compounds inhibited human melanoma cell proliferation in a manner that generally correlated with their effectiveness as NEDD4-1 enzymatic inhibitors. Taken together, we propose that I3C analogues represent a novel set of anti-cancer compounds for treatment of human melanomas and other cancers that express indolecarbinol-sensitive target enzymes.
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Affiliation(s)
- Jeanne G Quirit
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA.
| | - Sergey N Lavrenov
- Gause Institute of New Antibiotics, B. Pirogovskaya 11, Moscow 119021, Russia.
| | - Kevin Poindexter
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA.
| | - Janice Xu
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA.
| | - Christine Kyauk
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA
| | - Kathleen A Durkin
- Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, CA, USA.
| | - Ida Aronchik
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA.
| | - Thomas Tomasiak
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA.
| | | | | | - Gary L Firestone
- Dept. of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, CA, USA.
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14
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Affiliation(s)
- John E. Casida
- Environmental Chemistry and Toxicology Laboratory, Department of
Environmental Science, Policy, and Management, University of California, Berkeley 94720, United States
| | - Kathleen A. Durkin
- Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley 94720, United States
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15
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Chabon JJ, Simmons AD, Lovejoy AF, Esfahani MS, Newman AM, Haringsma HJ, Kurtz DM, Stehr H, Scherer F, Karlovich CA, Harding TC, Durkin KA, Otterson GA, Purcell WT, Camidge DR, Goldman JW, Sequist LV, Piotrowska Z, Wakelee HA, Neal JW, Alizadeh AA, Diehn M. Circulating tumour DNA profiling reveals heterogeneity of EGFR inhibitor resistance mechanisms in lung cancer patients. Nat Commun 2016; 7:11815. [PMID: 27283993 PMCID: PMC4906406 DOI: 10.1038/ncomms11815] [Citation(s) in RCA: 452] [Impact Index Per Article: 56.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 05/03/2016] [Indexed: 12/20/2022] Open
Abstract
Circulating tumour DNA (ctDNA) analysis facilitates studies of tumour heterogeneity. Here we employ CAPP-Seq ctDNA analysis to study resistance mechanisms in 43 non-small cell lung cancer (NSCLC) patients treated with the third-generation epidermal growth factor receptor (EGFR) inhibitor rociletinib. We observe multiple resistance mechanisms in 46% of patients after treatment with first-line inhibitors, indicating frequent intra-patient heterogeneity. Rociletinib resistance recurrently involves MET, EGFR, PIK3CA, ERRB2, KRAS and RB1. We describe a novel EGFR L798I mutation and find that EGFR C797S, which arises in ∼33% of patients after osimertinib treatment, occurs in <3% after rociletinib. Increased MET copy number is the most frequent rociletinib resistance mechanism in this cohort and patients with multiple pre-existing mechanisms (T790M and MET) experience inferior responses. Similarly, rociletinib-resistant xenografts develop MET amplification that can be overcome with the MET inhibitor crizotinib. These results underscore the importance of tumour heterogeneity in NSCLC and the utility of ctDNA-based resistance mechanism assessment.
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Affiliation(s)
- Jacob J. Chabon
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
| | | | - Alexander F. Lovejoy
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
| | - Mohammad S. Esfahani
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
| | - Aaron M. Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
| | | | - David M. Kurtz
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California 94305, USA
- Department of Bioengineering, Stanford University, Stanford, California 94305, USA
| | - Henning Stehr
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
| | - Florian Scherer
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California 94305, USA
| | | | | | - Kathleen A. Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, California 94720, USA
| | | | - W. Thomas Purcell
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado 80045, USA
| | - D. Ross Camidge
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado 80045, USA
| | - Jonathan W. Goldman
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Lecia V. Sequist
- Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Zofia Piotrowska
- Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Heather A. Wakelee
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California 94305, USA
| | - Joel W. Neal
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California 94305, USA
| | - Ash A. Alizadeh
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California 94305, USA
- Division of Hematology, Department of Medicine, Stanford University, Stanford, California 94305, USA
| | - Maximilian Diehn
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California 94305, USA
- Stanford Cancer Institute, Stanford University, Stanford, California 94305, USA
- Department of Radiation Oncology, Stanford University, Stanford, California 94305, USA
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16
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Chabon JJ, Simmons A, Newman AM, Lovejoy AF, Esfahani MS, Haringsma H, Kurtz DM, Stehr H, Scherer F, Durkin KA, Otterson GA, Purcell WT, Camidge DR, Goldman JW, Sequist LV, Piotrowska Z, Wakelee HA, Neal JW, Alizadeh AA, Diehn M. Inter- and intra-patient heterogeneity of resistance mechanisms to the mutant EGFR selective inhibitor rociletinib. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.9000] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Jacob J. Chabon
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA
| | | | - Aaron M. Newman
- Division of Oncology, Stanford University School of Medicine, Stanford, CA
| | | | | | | | | | | | - Florian Scherer
- Division of Oncology, Stanford University School of Medicine, Stanford, CA
| | | | | | | | | | | | | | | | | | - Joel W. Neal
- Stanford Cancer Institute/Stanford University School of Medicine, Stanford, CA
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17
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Abstract
The γ-aminobutyric acid (GABA) receptor has four distinct but overlapping and coupled targets of pesticide action importantly associated with little or no cross-resistance. The target sites are differentiated by binding assays with specific radioligands, resistant strains, site-directed mutagenesis and molecular modeling. Three of the targets are for non-competitive antagonists (NCAs) or channel blockers of widely varied chemotypes. The target of the first generation (20th century) NCAs differs between the larger or elongated compounds (NCA-IA) including many important insecticides of the past (cyclodienes and polychlorocycloalkanes) or present (fiproles) and the smaller or compact compounds (NCA-IB) highly toxic to mammals and known as cage convulsants, rodenticides or chemical threat agents. The target of greatest current interest is designated NCA-II for the second generation (21st century) of NCAs consisting for now of isoxazolines and meta-diamides. This new and uniquely different NCA-II site apparently differs enough between insects and mammals to confer selective toxicity. The fourth target is the avermectin site (AVE) for allosteric modulators of the chloride channel. NCA pesticides vary in molecular surface area and solvent accessible volume relative to avermectin with NCA-IBs at 20-22%, NCA-IAs at 40-45% and NCA-IIs at 57-60%. The same type of relationship relative to ligand-docked length is 27-43% for NCA-IBs, 63-71% for NCA-IAs and 85-105% for NCA-IIs. The four targets are compared by molecular modeling for the Drosophila melanogaster GABA-R. The principal sites of interaction are proposed to be: pore V1' and A2' for NCA-IB compounds; pore A2', L6' and T9' for NCA-IA compounds; pore T9' to S15' in proximity to M1/M3 subunit interface (or alternatively an interstitial site) for NCA-II compounds; and M1/M3, M2 interfaces for AVE. Understanding the relationships of these four binding sites is important in resistance management and in the discovery and use of safe and effective pest control agents.
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Affiliation(s)
- John E Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, United States.
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, California 94720-1460, United States
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18
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Okrut A, Runnebaum RC, Ouyang X, Lu J, Aydin C, Hwang SJ, Zhang S, Olatunji-Ojo OA, Durkin KA, Dixon DA, Gates BC, Katz A. Selective molecular recognition by nanoscale environments in a supported iridium cluster catalyst. Nat Nanotechnol 2014; 9:459-465. [PMID: 24747837 DOI: 10.1038/nnano.2014.72] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Accepted: 03/12/2014] [Indexed: 06/03/2023]
Abstract
The active sites of enzymes are contained within nanoscale environments that exhibit exquisite levels of specificity to particular molecules. The development of such nanoscale environments on synthetic surfaces, which would be capable of discriminating between molecules that would nominally bind in a similar way to the surface, could be of use in nanosensing, selective catalysis and gas separation. However, mimicking such subtle behaviour, even crudely, with a synthetic system remains a significant challenge. Here, we show that the reactive sites on the surface of a tetrairidium cluster can be controlled by using three calixarene-phosphine ligands to create a selective nanoscale environment at the metal surface. Each ligand is 1.4 nm in length and envelopes the cluster core in a manner that discriminates between the reactivities of the basal-plane and apical iridium atoms. CO ligands are initially present on the clusters and can be selectively removed from the basal-plane sites by thermal dissociation and from the apical sites by reactive decarbonylation with the bulky reactant trimethylamine-N-oxide. Both steps lead to the creation of metal sites that can bind CO molecules, but only the reactive decarbonylation step creates vacancies that are also able to bond to ethylene, and catalyse its hydrogenation.
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Affiliation(s)
- Alexander Okrut
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
| | - Ron C Runnebaum
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
| | - Xiaoying Ouyang
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
| | - Jing Lu
- Department of Chemical Engineering and Materials Science, University of California at Davis, Davis, California 95616, USA
| | - Ceren Aydin
- Department of Chemical Engineering and Materials Science, University of California at Davis, Davis, California 95616, USA
| | - Son-Jong Hwang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA
| | - Shengjie Zhang
- Department of Chemistry, The University of Alabama, Tuscaloosa, Alabama 35487, USA
| | - Olayinka A Olatunji-Ojo
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
| | - Kathleen A Durkin
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
| | - David A Dixon
- Department of Chemistry, The University of Alabama, Tuscaloosa, Alabama 35487, USA
| | - Bruce C Gates
- Department of Chemical Engineering and Materials Science, University of California at Davis, Davis, California 95616, USA
| | - Alexander Katz
- Department of Chemical and Biomolecular Engineering, University of California at Berkeley, Berkeley, California 94720, USA
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19
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Chung PW, Charmot A, Olatunji-Ojo OA, Durkin KA, Katz A. Hydrolysis Catalysis of Miscanthus Xylan to Xylose Using Weak-Acid Surface Sites. ACS Catal 2013. [DOI: 10.1021/cs400939p] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Po-Wen Chung
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
| | - Alexandre Charmot
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
| | - Olayinka A. Olatunji-Ojo
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
| | - Kathleen A. Durkin
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
| | - Alexander Katz
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
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20
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Abstract
Neuroactive insecticides are the principal means of protecting crops, people, livestock, and pets from pest insect attack and disease transmission. Currently, the four major nerve targets are acetylcholinesterase for organophosphates and methylcarbamates, the nicotinic acetylcholine receptor for neonicotinoids, the γ-aminobutyric acid receptor/chloride channel for polychlorocyclohexanes and fiproles, and the voltage-gated sodium channel for pyrethroids and dichlorodiphenyltrichloroethane. Species selectivity and acquired resistance are attributable in part to structural differences in binding subsites, receptor subunit interfaces, or transmembrane regions. Additional targets are sites in the sodium channel (indoxacarb and metaflumizone), the glutamate-gated chloride channel (avermectins), the octopamine receptor (amitraz metabolite), and the calcium-activated calcium channel (diamides). Secondary toxic effects in mammals from off-target serine hydrolase inhibition include organophosphate-induced delayed neuropathy and disruption of the cannabinoid system. Possible associations between pesticides and Parkinson's and Alzheimer's diseases are proposed but not established based on epidemiological observations and mechanistic considerations.
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Affiliation(s)
- John E Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720, USA.
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21
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Casida JE, Durkin KA. Anticholinesterase insecticide retrospective. Chem Biol Interact 2012; 203:221-5. [PMID: 22926007 DOI: 10.1016/j.cbi.2012.08.002] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2012] [Revised: 08/03/2012] [Accepted: 08/04/2012] [Indexed: 10/28/2022]
Abstract
The anticholinesterase (antiChE) organophosphorus (OP) and methylcarbamate (MC) insecticides have been used very effectively as contact and systemic plant protectants for seven decades. About 90 of these compounds are still in use - the largest number for any insecticide chemotype or mode of action. In both insects and mammals, AChE inhibition and acetylcholine accumulation leads to excitation and death. The cholinergic system of insects is located centrally (where it is protected from ionized OPs and MCs) but not at the neuromuscular junction. Structural differences between insect and mammalian AChE are also evident in their genomics, amino acid sequences and active site conformations. Species selectivity is determined in part by inhibitor and target site specificity. Pest population selection with OPs and MCs has resulted in a multitude of modified AChEs of altered inhibitor specificity some conferring insecticide resistance and others enhancing sensitivity. Much of the success of antiChE insecticides results from a suitable balance of bioactivation and detoxification by families of CYP450 oxidases, hydrolases, glutathione S-transferases and others. Known inhibitors for these enzymes block detoxification and enhance potency which is particularly important in resistant strains. The current market for OPs and MCs of 19% of worldwide insecticide sales is only half of that of 10 years ago for several reasons: there have been no major new compounds for 30 years; resistance has eroded their effectiveness; human toxicity problems are still encountered; the patents have expired reducing the incentive to update registration packages; alternative chemotypes or control methods have been developed. Despite this decline, they still play a major role in pest control and the increasing knowledge on their target sites and metabolism may make it possible to redesign the inhibitors for insensitive AChEs and to target new sites in the cholinergic system. The OPs and MCs are down but not out.
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Affiliation(s)
- John E Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720-3112, USA.
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22
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Aronchik I, Chen T, Durkin KA, Horwitz MS, Preobrazhenskaya MN, Bjeldanes LF, Firestone GL. Target protein interactions of indole-3-carbinol and the highly potent derivative 1-benzyl-I3C with the C-terminal domain of human elastase uncouples cell cycle arrest from apoptotic signaling. Mol Carcinog 2011; 51:881-94. [PMID: 22012859 DOI: 10.1002/mc.20857] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Revised: 07/28/2011] [Accepted: 08/19/2011] [Indexed: 12/15/2022]
Abstract
Elastase is the only currently identified target protein for indole-3-carbinol (I3C), a naturally occurring hydrolysis product of glucobrassicin in cruciferous vegetables such as broccoli, cabbage, and Brussels sprouts that induces a cell cycle arrest and apoptosis of human breast cancer cells. In vitro elastase enzymatic assays demonstrated that I3C and at lower concentrations its more potent derivative 1-benzyl-indole-3-carbinol (1-benzyl-I3C) act as non-competitive allosteric inhibitors of elastase activity. Consistent with these results, in silico computational simulations have revealed the first predicted interactions of I3C and 1-benzyl-I3C with the crystal structure of human neutrophil elastase, and identified a potential binding cluster on an external surface of the protease outside of the catalytic site that implicates elastase as a target protein for both indolecarbinol compounds. The Δ205 carboxyterminal truncation of elastase, which disrupts the predicted indolecarbinol binding site, is enzymatically active and generates a novel I3C resistant enzyme. Expression of the wild type and Δ205 elastase in MDA-MB-231 human breast cancer cells demonstrated that the carboxyterminal domain of elastase is required for the I3C and 1-benzyl-I3C inhibition of enzymatic activity, accumulation of the unprocessed form of the CD40 elastase substrate (a tumor necrosis factor receptor family member), disruption of NFκB nuclear localization and transcriptional activity, and induction of a G1 cell cycle arrest. Surprisingly, expression of the Δ205 elastase molecule failed to reverse indolecarbinol stimulated apoptosis, establishing an elastase-dependent bifurcation point in anti-proliferative signaling that uncouples the cell cycle and apoptotic responses in human breast cancer cells.
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Affiliation(s)
- Ida Aronchik
- Department of Molecular and Cell Biology and The Cancer Research Laboratory, University of California at Berkeley, Berkeley, California 94720-3200, USA
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23
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Kagabu S, Ohno I, Tomizawa M, Durkin KA, Matsuura R, Uchiyama D, Nagae N, Kumazawa S. Furan-2,5-dimethylene-tethered bis-imidacloprid insecticide conferring high potency. J Agric Food Chem 2010; 58:11832-11836. [PMID: 20973548 DOI: 10.1021/jf102819n] [Citation(s) in RCA: 4] [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] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Bis-imidacloprid (bis-IMI) analogues with suitable alkylene spacers have plant-systemic insecticidal properties. The alkylene-tethered bis-IMI binds in a unique mode to the insect nicotinic acetylcholine receptor (nAChR) wherein the chloropyridine moieties are embraced by two distinct and distant domains. The heptamethylene spacer optimally bridges these two subsites, yet the linker itself binds in a relatively nonspecific manner. This investigation examines the hypothesis that a bis-IMI analogue with a heteroaromatic tether, which undergoes specific interaction(s) with the newly recognized receptor cavity, may enhance the potency relative to those of the alkylene-tethered derivatives. Remarkably, a novel bis-IMI with a furan-2,5-dimethylene fulcrum showed highest receptor potency and insecticidal activity among the analogues with various chemotype spacers. The nAChR structural model, simulating the binding site interactions of the furan-2,5-dimethylene-tethered bis-IMI, reveals that the furan ring is nestled in a hydrophobic pocket, consisting of three aromatic amino acids, and is stabilized via hydrogen bonding.
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Affiliation(s)
- Shinzo Kagabu
- Faculty of Education, United Graduate School of Agricultural Science, Gifu University, Gifu, Japan.
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Ohno I, Tomizawa M, Durkin KA, Naruse Y, Casida JE, Kagabu S. Molecular features of neonicotinoid pharmacophore variants interacting with the insect nicotinic receptor. Chem Res Toxicol 2010; 22:476-82. [PMID: 19178134 DOI: 10.1021/tx800430e] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Molecular interactions of neonicotinoid insecticides with the nicotinic acetylcholine receptor have been mapped by chemical and structural neurobiology approaches, thereby encouraging the biorational design of novel nicotinic ligands. This investigation designs, prepares, and evaluates the target site potency of neonicotinoid analogues with various types of electronegative pharmacophores and subsequently predicts their molecular recognition in the ligand-binding pocket. The N-nitroimino (NNO2) neonicotinoid pharmacophore is systematically replaced by N-nitrosoimino (NNO), N-formylimino [NC(O)H], N-alkyl- and N-arylcarbonylimino [NC(O)R], and N-alkoxy- and N-aryloxycarbonylimino [NC(O)OR] variants. The NNO analogues essentially retain the binding affinity of the NNO2 compounds, while the isosteric NC(O)H congeners have diminished potency. The NC(O)R and NC(O)OR analogues, where R is methyl, trifluoromethyl, phenyl, or pyridin-3-yl, have moderate to high affinities. Orientation of the tip oxygen plays a critical role for binding of the NNO and NC(O)H pharmacophores, and the extended NC(O)R and NC(O)OR moieties are embraced by unique binding domains.
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Affiliation(s)
- Ikuya Ohno
- Department of Chemistry, Gifu University, Gifu 501-1193, Japan
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de Silva N, Ha JM, Solovyov A, Nigra MM, Ogino I, Yeh SW, Durkin KA, Katz A. A bioinspired approach for controlling accessibility in calix[4]arene-bound metal cluster catalysts. Nat Chem 2010; 2:1062-8. [DOI: 10.1038/nchem.860] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2010] [Accepted: 08/24/2010] [Indexed: 11/10/2022]
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Ohno I, Tomizawa M, Durkin KA, Casida JE, Kagabu S. Corrigendum to “Bis-neonicotinoid insecticides: Observed and predicted binding interactions with the nicotinic receptor” [Bioorg. Med. Chem. Lett. 19 (2009) 3449]. Bioorg Med Chem Lett 2009. [DOI: 10.1016/j.bmcl.2009.06.067] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Tomizawa M, Talley TT, Park JF, Maltby D, Medzihradszky KF, Durkin KA, Cornejo-Bravo JM, Burlingame AL, Casida JE, Taylor P. Nicotinic agonist binding site mapped by methionine- and tyrosine-scanning coupled with azidochloropyridinyl photoaffinity labeling. J Med Chem 2009; 52:3735-41. [PMID: 19459645 DOI: 10.1021/jm900153c] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Agonists activating nicotinic acetylcholine receptors (nAChR) include potential therapeutic agents and also toxicants such as epibatidine and neonicotinoid insecticides with a chloropyridinyl substituent. Nicotinic agonist interactions with mollusk (Aplysia californica) acetylcholine binding protein, a soluble surrogate of the nAChR extracellular domain, are precisely defined by scanning with 17 methionine and tyrosine mutants within the binding site by photoaffinity labeling with 5-azido-6-chloropyridin-3-yl probes that have similar affinities to their nonazido counterparts. Methionine and tyrosine are the only residues found derivatized, and their reactivity exquisitely depends on the direction of the azido moiety and its apposition to the reactive amino acid side chains.
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Affiliation(s)
- Motohiro Tomizawa
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112, USA
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Ohno I, Tomizawaa M, Durkin KA, Casida JE, Kagabu S. Bis-neonicotinoid insecticides: Observed and predicted binding interactions with the nicotinic receptor. Bioorg Med Chem Lett 2009; 19:3449-52. [DOI: 10.1016/j.bmcl.2009.05.016] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2009] [Revised: 04/22/2009] [Accepted: 05/06/2009] [Indexed: 10/20/2022]
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Ohno I, Tomizawa M, Durkin KA, Casida JE, Kagabu S. Neonicotinoid substituents forming a water bridge at the nicotinic acetylcholine receptor. J Agric Food Chem 2009; 57:2436-2440. [PMID: 19253973 DOI: 10.1021/jf803985r] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Neonicotinoid insecticides are extensively used for crop protection. The chloropyridinyl or chlorothiazolyl nitrogen and tetrahydrofuryl oxygen atoms of neonicotinoids serve as hydrogen acceptors at the target site. This investigation designs and prepares neonicotinoid probes to understand the structure-activity relationships (SARs) at the target site focusing on the water-mediated ligand-protein interactions. 2-Nitroiminoimidazolidine analogues with hydrogen-acceptor N-CH(2)CH(2)CH(2)F and N-CH(2)CH(2)C(O)CH(3) substituents showed higher binding affinities to the Drosophila melanogaster nicotinic receptor than probes with different hydrogen-bonding points in location and capability, suggesting that the appropriately positioned fluorine or carbonyl oxygen plays an important role on hydrogen-bond formation. Their binding site interactions were predicted using a crystal structure of the acetylcholine binding protein. The fluorine or carbonyl oxygen forms a water bridge to Ile-118 (and/or Ile-106) at the binding domain, consistent with that of neonicotinoids with a chloropyridinylmethyl, chlorothiazolylmethyl, or tetrahydrofurylmethyl moiety. Therefore, the present SAR study on binding site interactions helps design potent neonicotinoids with novel substituents.
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Affiliation(s)
- Ikuya Ohno
- Department of Chemistry, Faculty of Education, Gifu University, Gifu, Japan
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Tomizawa M, Kagabu S, Ohno I, Durkin KA, Casida JE. Potency and Selectivity of Trifluoroacetylimino and Pyrazinoylimino Nicotinic Insecticides and Their Fit at a Unique Binding Site Niche. J Med Chem 2008; 51:4213-8. [DOI: 10.1021/jm800191a] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Motohiro Tomizawa
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, Department of Chemistry, Faculty of Education, Gifu University, Gifu 501-1193, Japan, and Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
| | - Shinzo Kagabu
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, Department of Chemistry, Faculty of Education, Gifu University, Gifu 501-1193, Japan, and Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
| | - Ikuya Ohno
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, Department of Chemistry, Faculty of Education, Gifu University, Gifu 501-1193, Japan, and Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
| | - Kathleen A. Durkin
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, Department of Chemistry, Faculty of Education, Gifu University, Gifu 501-1193, Japan, and Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
| | - John E. Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720-3112, Department of Chemistry, Faculty of Education, Gifu University, Gifu 501-1193, Japan, and Molecular Graphics and Computational Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
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Solovyov A, Notestein JM, Durkin KA, Katz A. Graftable chiral ligands for surface organometallic materials: calixarenes bearing asymmetric centers directly attached to the lower rim. NEW J CHEM 2008. [DOI: 10.1039/b801434p] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Tomizawa M, Maltby D, Medzihradszky KF, Zhang N, Durkin KA, Presley J, Talley TT, Taylor P, Burlingame AL, Casida JE. Defining nicotinic agonist binding surfaces through photoaffinity labeling. Biochemistry 2007; 46:8798-806. [PMID: 17614369 PMCID: PMC4778401 DOI: 10.1021/bi700667v] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Nicotinic acetylcholine (ACh) receptor (nAChR) agonists are potential therapeutic agents for neurological dysfunction. In the present study, the homopentameric mollusk ACh binding protein (AChBP), used as a surrogate for the extracellular ligand-binding domain of the nAChR, was specifically derivatized by the highly potent agonist azidoepibatidine (AzEPI) prepared as a photoaffinity probe and radioligand. One EPI-nitrene photoactivated molecule was incorporated in each subunit interface binding site based on analysis of the intact derivatized protein. Tryptic fragments of the modified AChBP were analyzed by collision-induced dissociation and Edman sequencing of radiolabeled peptides. Each specific EPI-nitrene-modified site involved either Tyr195 of loop C on the principal or (+)-face or Met116 of loop E on the complementary or (-)-face. The two derivatization sites were observed in similar frequency, providing evidence of the reactivity of the azido/nitrene probe substituent and close proximity to both residues. [3H]AzEPI binds to the alpha4beta2 nAChR at a single high-affinity site and photoaffinity-labels only the alpha4 subunit, presumably modifying Tyr225 spatially corresponding to Tyr195 of AChBP. Phe137 of the beta2 nAChR subunit, equivalent to Met116 of AChBP, conceivably lacks sufficient reactivity with the nitrene generated from the probe. The present photoaffinity labeling in a physiologically relevant condition combined with the crystal structure of AChBP allows development of precise structural models for the AzEPI interactions with AChBP and alpha4beta2 nAChR. These findings enabled us to use AChBP as a structural surrogate to define the nAChR agonist site.
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Affiliation(s)
- Motohiro Tomizawa
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112
| | - David Maltby
- Mass Spectrometry Facility, University of California, San Francisco, California 94143-0446
| | | | - Nanjing Zhang
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112
| | - Kathleen A. Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, California 94720-1460
| | - Jack Presley
- Molecular Structure Facility, University of California, Davis, California 95616
| | - Todd T. Talley
- Department of Pharmacology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego, La Jolla, California 92093-0650
| | - Palmer Taylor
- Department of Pharmacology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego, La Jolla, California 92093-0650
| | - Alma L. Burlingame
- Mass Spectrometry Facility, University of California, San Francisco, California 94143-0446
| | - John E. Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112
- To whom correspondence should be addressed. Phone: 510-642-5424. Fax: 510-642-6497.
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Tomizawa M, Talley TT, Maltby D, Durkin KA, Medzihradszky KF, Burlingame AL, Taylor P, Casida JE. Mapping the elusive neonicotinoid binding site. Proc Natl Acad Sci U S A 2007; 104:9075-80. [PMID: 17485662 PMCID: PMC1885630 DOI: 10.1073/pnas.0703309104] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Two types of structurally similar nicotinic agonists have very different biological and physicochemical properties. Neonicotinoids, important insecticides including imidacloprid and thiacloprid, are nonprotonated and selective for insects and their nicotinic receptors, whereas nicotinoids such as nicotine and epibatidine are cationic and selective for mammalian systems. We discovered that a mollusk acetylcholine binding protein (AChBP), as a structural surrogate for the extracellular ligand-binding domain of the nicotinic receptor, is similarly sensitive to neonicotinoids and nicotinoids. It therefore seemed possible that the proposed very different interactions of the neonicotinoids and nicotinoids might be examined with a single AChBP by using optimized azidochloropyridinyl photoaffinity probes. Two azidoneonicotinoids with a nitro or cyano group were compared with the corresponding desnitro or descyano azidonicotinoids. The four photoactivated nitrene probes modified AChBP with up to one agonist for each subunit based on analysis of the intact derivatized protein. Identical modification sites were observed by collision-induced dissociation analysis for the neonicotinoids and nicotinoids with similar labeling frequency of Tyr-195 of loop C and Met-116 of loop E at the subunit interface. The nitro- or cyano-substituted guanidine/amidine planes of the neonicotinoids provide a unique electronic conjugation system to interact with loop C Tyr-188. The neonicotinoid nitro oxygen and cyano nitrogen contact loop C Cys-190/Ser-189, whereas the cationic head of the corresponding nicotinoids is inverted for hydrogen-bonding and cation-pi contact with Trp-147 and Tyr-93. These structural models based on AChBP directly map the elusive neonicotinoid binding site and further describe the molecular determinants of agonists on nicotinic receptors.
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Affiliation(s)
- Motohiro Tomizawa
- *Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3112
| | - Todd T. Talley
- Department of Pharmacology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego, La Jolla, CA 92093-0650
| | - David Maltby
- Mass Spectrometry Facility, University of California, San Francisco, CA 94143-0446; and
| | - Kathleen A. Durkin
- Molecular Graphics and Computation Facility, College of Chemistry, University of California, Berkeley, CA 94720-1460
| | | | - Alma L. Burlingame
- Mass Spectrometry Facility, University of California, San Francisco, CA 94143-0446; and
| | - Palmer Taylor
- Department of Pharmacology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego, La Jolla, CA 92093-0650
| | - John E. Casida
- *Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3112
- To whom correspondence should be addressed. E-mail:
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Nomura DK, Durkin KA, Chiang KP, Quistad GB, Cravatt BF, Casida JE. Serine hydrolase KIAA1363: toxicological and structural features with emphasis on organophosphate interactions. Chem Res Toxicol 2006; 19:1142-50. [PMID: 16978018 PMCID: PMC2512971 DOI: 10.1021/tx060117m] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Serine hydrolase KIAA1363 is highly expressed in invasive cancer cells and is the major protein in mouse brain diethylphosphorylated by and hydrolyzing low levels of chlorpyrifos oxon (CPO) (the activated metabolite of a major insecticide). It is also the primary CPO-hydrolyzing enzyme in spinal cord, kidney, heart, lung, testis, and muscle but not liver, a pattern of tissue expression confirmed by fluorophosphonate-rhodamine labeling. KIAA1363 gene deletion using homologous recombination reduces CPO binding, hydrolysis, and metabolism 3-29-fold on incubation with brain membranes and homogenates determined with 1 nM [(3)H-ethyl]CPO and the inhibitory potency for residual CPO with butyrylcholinesterase as a biomarker. Studies with knockout mice further show that KIAA1363 partially protects brain AChE and monoacylglycerol lipase from CPO-induced in vivo inhibition. Surprisingly, mouse brain KIAA1363 and AChE are similar in in vitro sensitivity to seven methyl, ethyl, and propyl but not higher alkyl OP insecticides and analogues, prompting structural comparisons of the active sites of KIAA1363 and AChE relative to OP potency and selectivity. Homology modeling based largely on the Archaeoglobus fulgidus esterase crystal structure indicates that KIAA1363 has a catalytic triad of S191, D348, and H378, a GDSAG motif, and an oxyanion hole of H113, G114, G115, and G116. Excellent selectivity for KIAA1363 is achieved on OP structure optimization with long alkyl chain substituents suggesting that KIAA1363 has larger acyl and leaving group pockets than those of AChE. KIAA1363 reactivates faster than AChE presumably due to differences in the uncoupling of the catalytic triad His upon phosphorylation. The structural modeling of KIAA1363 helps us understand OP structure-activity relationships and the toxicological relevance of this detoxifying enzyme.
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Affiliation(s)
- Daniel K. Nomura
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112, USA
| | - Kathleen A. Durkin
- Molecular Graphics Facility, College of Chemistry, University of California, Berkeley, California 94720-1460, USA
| | - Kyle P. Chiang
- The Skaggs Institute for Chemical Biology and Departments of Chemistry and Cell Biology, The Scripps Research Institute, La Jolla, California 92037-1000, USA
| | - Gary B. Quistad
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112, USA
| | - Benjamin F. Cravatt
- The Skaggs Institute for Chemical Biology and Departments of Chemistry and Cell Biology, The Scripps Research Institute, La Jolla, California 92037-1000, USA
| | - John E. Casida
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112, USA
- To whom correspondence should be addressed. , Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, 115 Wellman Hall, University of California, Berkeley, California 94720-3112, Tel. 510-642-5424, Fax 510-642-6497, e-mail:
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Abstract
The gamma-aminobutyric acid type A receptor beta(3) homopentamer is spontaneously open and highly sensitive to many noncompetitive antagonists(NCAs) and Zn(2+). Our earlier study of the M2 cytoplasmic half (-1' to 10') established a model in which NCAs bind at pore-lining residues Ala(2)', Thr(6)', and Leu(9)'. To further define transmembrane 2 (M2) structure relative to NCA action, we extended the Cys scanning to the extra cellular half of the beta(3) homopentamer (11' to 20'). Spontaneous disulfides formed with T13'C, L18'C, and E20'C from M2/M2 cross-linking and with I14'C (weak), H17'C, and R19'Con bridging M2/M3 intersubunits, based on single (M2 Cys only) and dual (M2 Cys plus M3 C289S) mutations. Induced disulfides also formed with T16'C, but there were few or none with M11'C, T12'C, and N15'C. These findings show conformational flexibility/mobility in the M2 extracellular half 17' to 20' region interpreted as a deformed beta-like conformation in the open channel. The NCA radioligands used were [(3)H]1-(4-ethynylphenyl)-4-n-propyl-2,6,7-trioxabicyclo[2.2.2]octane ([(3)H]EBOB) and [(3)H]3,3-bis-trifluoromethylbicyclo[2.2.1]heptane-2,2-dicarbonitrile with essentially the same results. NCA binding was disrupted by individual Cys substitutions at 13',14',16',17', and 19'. The inactivity of T13'C/T13'S may have been due to disturbance of the channel gate; I14'S and T16'S showed much better binding activity than their Cys counterparts, and the low activities of H17'C and R19'C were reversed by dithiothreitol. Zn(2+) potency for inhibition of [(3)H]EBOB binding was lowered 346-fold by the mutation H17'A. We propose that NCAs enter their binding site both directly, through the channel pore, and indirectly, through the water cavity of adjacent subunits.
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Affiliation(s)
- Ligong Chen
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management, College of Chemistry, University of California-Berkeley, CA 94720, USA
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Chen L, Durkin KA, Casida JE. Structural model for gamma-aminobutyric acid receptor noncompetitive antagonist binding: widely diverse structures fit the same site. Proc Natl Acad Sci U S A 2006; 103:5185-90. [PMID: 16537435 PMCID: PMC1458815 DOI: 10.1073/pnas.0600370103] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.4] [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: 11/18/2022] Open
Abstract
Several major insecticides, including alpha-endosulfan, lindane, and fipronil, and the botanical picrotoxinin are noncompetitive antagonists (NCAs) for the GABA receptor. We showed earlier that human beta(3) homopentameric GABA(A) receptor recognizes all of the important GABAergic insecticides and reproduces the high insecticide sensitivity and structure-activity relationships of the native insect receptor. Despite large structural diversity, the NCAs are proposed to fit a single binding site in the chloride channel lumen lined by five transmembrane 2 segments. This hypothesis is examined with the beta(3) homopentamer by mutagenesis, pore structure studies, NCA binding, and molecular modeling. The 15 amino acids in the cytoplasmic half of the pore were mutated to cysteine, serine, or other residue for 22 mutants overall. Localization of A-1'C, A2'C, T6'C, and L9'C (index numbers for the transmembrane 2 region) in the channel lumen was established by disulfide cross-linking. Binding of two NCA radioligands [(3)H]1-(4-ethynylphenyl)-4-n-propyl-2,6,7-trioxabicyclo[2.2.2]octane and [(3)H] 3,3-bis-trifluoromethyl-bicyclo[2,2,1]heptane-2,2-dicarbonitrile was dramatically reduced with 8 of the 15 mutated positions, focusing attention on A2', T6', and L9' as proposed binding sites, consistent with earlier mutagenesis studies. The cytoplasmic half of the beta3 homopentamer pore was modeled as an alpha-helix. The six NCAs listed above plus t-butylbicyclophosphorothionate fit the 2' to 9' pore region forming hydrogen bonds with the T6' hydroxyl and hydrophobic interactions with A2', T6', and L9' alkyl substituents, thereby blocking the channel. Thus, widely diverse NCA structures fit the same GABA receptor beta subunit site with important implications for insecticide cross-resistance and selective toxicity between insects and mammals.
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Affiliation(s)
- Ligong Chen
- *Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management and
| | - Kathleen A. Durkin
- Molecular Graphics Facility, College of Chemistry, University of California, Berkeley, CA 94720
| | - John E. Casida
- *Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy, and Management and
- To whom correspondence should be addressed: E-mail:
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Kanne DB, Tomizawa M, Durkin KA, Casida JE. 6'-Methylpyrido[3,4-b]norhomotropane: synthesis and outstanding potency in relation to the alpha4beta2 nicotinic receptor pharmacophore model. Bioorg Med Chem Lett 2005; 15:877-81. [PMID: 15686879 DOI: 10.1016/j.bmcl.2004.12.069] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2004] [Revised: 12/21/2004] [Accepted: 12/22/2004] [Indexed: 10/25/2022]
Abstract
6'-Methylpyrido[3,4-b]norhomotropane [synthesis as the racemate reported here] is more potent at the alpha4beta2 nicotinic receptor than any previous bridged nicotinoid. The two nitrogens and 6'-methyl substituent are superimposable on the two nitrogens and 6-chloro substituent of epibatidine, with the best fit on comparing the chair conformer of the (1R)-pyridonorhomotropane with natural (1R)-epibatidine. In this pharmacophore model, the 6'-methyl substituent may be equivalent to the acetyl methyl of acetylcholine.
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Affiliation(s)
- David B Kanne
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720-3112, USA
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Sammelson RE, Caboni P, Durkin KA, Casida JE. GABA receptor antagonists and insecticides: common structural features of 4-alkyl-1-phenylpyrazoles and 4-alkyl-1-phenyltrioxabicyclooctanes. Bioorg Med Chem 2005; 12:3345-55. [PMID: 15158803 DOI: 10.1016/j.bmc.2004.03.069] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2003] [Accepted: 03/19/2004] [Indexed: 10/26/2022]
Abstract
Fipronil [5-amino-3-cyano-1-(2,6-dichloro-4-trifluoromethylphenyl)-4-trifluoromethylsulfinylpyrazole] is one of the most important insecticides. Structure-activity studies described here reveal that fipronil retains its very high binding potency at the human beta3 and house fly gamma-aminobutyric acid (GABA) receptors and toxicity to house flies on replacing the pyrazole trifluoromethylsulfinyl moiety with tert-butyl or isopropyl and the phenyl trifluoromethyl substituent with ethynyl, trifluoromethoxy, bromo or chloro. Among the compounds studied, those with other alkyl groups at the 4-position of the pyrazole, as well as phenyl substitution without one or both of the 2,6-dichloro groups, are less effective. 5-Amino-4-tert-butyl-3-cyano-1-(2,6-dichloro-4-ethynylphenyl)pyrazole is highly effective and almost isosteric with 4-tert-butyl-3-cyano-1-(4-ethynylphenyl)-2,6,7-trioxabicyclo[2.2.2]octane (the most potent 4-alkyl-1-phenyltrioxabicyclooctane) as a noncompetitive GABA antagonist and insecticide. These findings are interpreted as three binding subsites in the GABA receptor: a hydrophobic site undergoing steric interaction with the tert-butyl or equivalent group; a hydrogen bonding site to pyrazole N-2; a pi bonding site to the face of the phenyl moiety; with supplemental enhancement by the 3-cyano and 4-ethynyl substituents.
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Affiliation(s)
- Robert E Sammelson
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720-3112, USA
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Allinger NL, Chen KH, Lii JH, Durkin KA. Alcohols, ethers, carbohydrates, and related compounds. I. The MM4 force field for simple compounds. J Comput Chem 2003; 24:1447-72. [PMID: 12868110 DOI: 10.1002/jcc.10268] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.0] [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: 11/06/2022]
Abstract
Simple alcohols and ethers have been studied with the MM4 force field. The structures of 13 molecules have been well fit using the MM4 force field. Moments of inertia have been fit with rms percentage errors as indicated: 18 moments for ethers, 0.28%; 21 moments for alcohols, 0.22%. Rotational barriers and conformational equilibria have also been examined, and the experimental and ab initio results are reproduced substantially better with MM4 than they were with MM3. Much of the improvement comes from the use of additional interaction terms in the force constant matrix, of which the torsion-bend and torsion-torsion are particularly important. Induced dipoles are included in the calculation, and dipole moments are reasonably well fit. It has been possible for the first time to fit conformational energetic data for both open chain and cyclic alcohols (e.g., propanol and cyclohexanol) with the same parameter set. For vibrational spectra, over a total of 82 frequencies, the rms error is 27 cm(-1), as opposed to 38 cm(-1) with MM3. Both the alpha and beta bond shortening resulting from the presence of the electronegative oxygen atom in the molecule are well reproduced. The electronegativity of the oxygen is sufficient that one must also include not only the alpha and beta electronegativity effects on bond lengths, but also on angle distortions, if structures are to be well reproduced. The heats of formation of 32 alcohols and ethers were fit overall to within experimental error (weighted standard deviation error 0.26 kcal/mol).
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Affiliation(s)
- Norman L Allinger
- Computational Center for Molecular Structure and Design, Department of Chemistry, Chemistry Annex, University of Georgia, Athens, Georgia 30602-2526, USA.
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Abstract
The anomeric effect has been studied for a variety of compounds using the MM4 force field, and also using MP2/6-311++G(2d,2p) ab initio calculations and experimental data for reference purposes. Geometries and energies, including conformational, rotational barriers, and heats of formation were examined. Overall, the agreement of MM4 with the experimental and ab initio data is good, and significantly better than the agreement obtained with the MM3 force field. The anomeric effect is represented in MM4 by various explicit terms in the force constant matrix. The bond length changes are accounted for with torsion-stretch elements. The angle changes are accounted for with torsion-bend elements. The energies are taken into account with a number of torsional terms in the usual way. A torsion-torsion interaction is also of some importance. With all of these elements included in the calculation, the MM4 results now appear to be adequately accurate. The heats of formation were examined for a total of 12 anomeric compounds, and the experimental values were fit by MM4 with an RMS error of 0.42 kcal/mol.
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Affiliation(s)
- Jenn-Huei Lii
- Department of Chemistry, Computational Center for Molecular Structure and Design, Chemistry Annex, University of Georgia, Athens, Georgia 30602-2526, USA
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Tomizawa M, Zhang N, Durkin KA, Olmstead MM, Casida JE. The neonicotinoid electronegative pharmacophore plays the crucial role in the high affinity and selectivity for the Drosophila nicotinic receptor: an anomaly for the nicotinoid cation--pi interaction model. Biochemistry 2003; 42:7819-27. [PMID: 12820891 DOI: 10.1021/bi0300130] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cation-pi interaction, a prominent feature in agonist recognition by neurotransmitter-gated ion channels, does not apply to the anomalous action of neonicotinoids at the insect nicotinic acetylcholine receptor (nAChR). Insect-selective neonicotinoids have an electronegative pharmacophore (tip) in place of the ammonium or iminium cation of the vertebrate-selective nicotinoids, suggesting topological divergence of the agonist-binding sites in insect and vertebrate nAChRs. This study defines the molecular and electronic basis for the potent and selective interaction of the neonicotinoid electronegative pharmacophore with a unique subsite of the Drosophila but not of the vertebrate alpha4beta2 nAChR. Target site potency and selectivity are retained when the usual neonicotinoid N-nitroimine (=NNO(2)) electronegative tip is replaced with N-nitrosoimine (=NNO) or N-(trifluoroacetyl)imine (=NCOCF(3)) in combination with an imidazolidine, imidazoline, thiazolidine, or thiazoline heterocycle. X-ray crystallography establishes coplanarity between the heterocyclic and imine planes, including the electronegative substituent in the trans configuration. The functional tip is the coplanar oxygen atom of the N-nitrosoimine or the equivalent oxygen of the N-nitroimine. Quantum mechanics in the gas and aqueous phases fully support the conserved coplanarity and projection of the strongly electronegative tip. Further, a bicyclic analogue with a nitro tip in the cis configuration but retaining coplanarity has a high potency, whereas the N-trifluoromethanesulfonylimine (=NSO(2)CF(3)) moiety lacking coplanarity confers very low activity. The coplanar system between the electronegative tip and guanidine-amidine moiety extends the conjugation and facilitates negative charge (delta(-)) flow toward the tip, thereby enhancing interaction with the proposed cationic subsite such as lysine or arginine in the Drosophila nAChR.
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Affiliation(s)
- Motohiro Tomizawa
- Environmental Chemistry and Toxicology Laboratory, Department of Environmental Science, Policy and Management, University of California, Berkeley, California 94720-3112, USA
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Cronan TA, Durkin KA, Groessl E, Tomita M. Health care costs for volunteers and non-volunteers in an intervention for people with osteoarthritis. Arthritis Care Res 1997; 10:36-42. [PMID: 9313388 DOI: 10.1002/art.1790100106] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To determine whether older people who volunteered for a health intervention study used the health care system differently from a randomly selected group of eligible non-volunteers. METHODS Three hundred sixty-three volunteers and 92 non-volunteers were compared; both groups were members of a large health maintenance organization (HMO). RESULTS Volunteers were more educated and had been members of the HMO longer. Volunteers used the health care system significantly more at all time periods, but their cost per contact was significantly lower than that for non-volunteers. Non-volunteers were more likely to have a comorbid condition and had fewer arthritis-related health care contacts. CONCLUSIONS There will always be problems in generalizing results of studies with volunteers, but volunteers are, nevertheless, the most appropriate controls if the experimental participants are also volunteers. Designs should ideally include both volunteer and non-volunteer controls.
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Affiliation(s)
- T A Cronan
- Department of Psychology, San Diego State University, CA 92182-4611, USA
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