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Staller DW, Bennett RG, Mahato RI. Therapeutic perspectives on PDE4B inhibition in adipose tissue dysfunction and chronic liver injury. Expert Opin Ther Targets 2024; 28:545-573. [PMID: 38878273 PMCID: PMC11305103 DOI: 10.1080/14728222.2024.2369590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 06/14/2024] [Indexed: 06/20/2024]
Abstract
INTRODUCTION Chronic liver disease (CLD) is a complex disease associated with profound dysfunction. Despite an incredible burden, the first and only pharmacotherapy for metabolic-associated steatohepatitis was only approved in March of this year, indicating a gap in the translation of preclinical studies. There is a body of preclinical work on the application of phosphodiesterase 4 inhibitors in CLD, none of these molecules have been successfully translated into clinical use. AREAS COVERED To design therapies to combat CLD, it is essential to consider the dysregulation of other tissues that contribute to its development and progression. As such, proper therapies must combat this throughout the body rather than focusing only on the liver. To detail this, literature characterizing the pathogenesis of CLD was pulled from PubMed, with a particular focus placed on the role of PDE4 in inflammation and metabolism. Then, the focus is shifted to detailing the available information on existing PDE4 inhibitors. EXPERT OPINION This review gives a brief overview of some of the pathologies of organ systems that are distinct from the liver but contribute to disease progression. The demonstrated efficacy of PDE4 inhibitors in other human inflammatory diseases should earn them further examination for the treatment of CLD.
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Affiliation(s)
- Dalton W. Staller
- Department of Cellular & Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Robert G. Bennett
- Department of Internal Medicine, Division of Diabetes Endocrinology and Metabolism, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
- VA Nebraska-Western Iowa Health Care System, Omaha, NE, USA
| | - Ram I. Mahato
- Department of Cellular & Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Pharmaceutical Sciences, University of Nebraska Medical Center, Omaha, NE, USA
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2
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Chen J, Song Y, Ma L, Jin Y, Yu J, Guo Y, Huang Y, Pu X. Computational insights into diverse binding modes of the allosteric modulator and their regulation on dopamine D1 receptor. Comput Biol Med 2024; 173:108283. [PMID: 38552278 DOI: 10.1016/j.compbiomed.2024.108283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/29/2024] [Accepted: 03/12/2024] [Indexed: 04/17/2024]
Abstract
Allosteric drugs hold the promise of addressing many challenges in the current drug development of GPCRs. However, the molecular mechanism underlying their allosteric modulations remain largely elusive. The dopamine D1 receptor (DRD1), a member of Class A GPCRs, is critical for treating psychiatric disorders, and LY3154207 serves as its promising positive allosteric modulator (PAM). In the work, we utilized extensive Gaussian-accelerated molecular dynamics simulations (a total of 41μs) for the first time probe the diverse binding modes of the allosteric modulator and their regulation effects, based on the DRD1 and LY3154207 as representative. Our simulations identify four binding modes of LY3154207 (one boat mode, two metastable vertical modes and a novel cleft-anchored mode), in which the boat mode is the most stable while there three modes are similar in the stability. However, it is interesting to observed that the most stable boat mode inversely exhibits the weakest positive allosteric effect on influencing the orthosteric ligand binding and maintaining the activity of the transducer binding site. It should result from its induced weaker correlation between the allosteric site and the orthosteric site, and between the orthosteric site and the transducer binding site than the other three binding modes, as well as its weakened interaction between a crucial activation-related residue (S2025.46) and the orthosteric ligand (dopamine). Overall, the work offers atomic-level information to advance our understanding of the complex allosteric regulation on GPCRs, which is beneficial to the allosteric modulator design and development.
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Affiliation(s)
- Jianfang Chen
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Yuanpeng Song
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Luhan Ma
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Yizhou Jin
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Jin Yu
- Department of Physics and Astronomy, University of California, Irvine, CA, 92697, USA.
| | - Yanzhi Guo
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Yan Huang
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Xuemei Pu
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
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3
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Zeng W, Han C, Mohammed S, Li S, Song Y, Sun F, Du Y. Indole-containing pharmaceuticals: targets, pharmacological activities, and SAR studies. RSC Med Chem 2024; 15:788-808. [PMID: 38516587 PMCID: PMC10953485 DOI: 10.1039/d3md00677h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/29/2024] [Indexed: 03/23/2024] Open
Abstract
Indole is a prestigious heterocyclic skeleton widely found in both naturally-occurring and biologically-active compounds. Pharmaceutical agents containing an indole skeleton in their framework possess a wide range of pharmacological properties, including antiviral, antitumor, analgesic, and other therapeutic activities, and many indole-containing drugs have been proven to have excellent pharmacokinetic and pharmacological effects. Over the past few decades, the FDA has approved over 40 indole-containing drugs for the treatment of various clinical conditions, and the development of indole-related drugs has attracted significant attention from medicinal chemists. This review aims to provide an overview of all the approved drugs that contain an indole nucleus, focusing on their targets, pharmacological activities, and SAR studies.
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Affiliation(s)
- Wei Zeng
- School of Pharmaceutical Science and Technology, Tianjin University Tianjin 300072 China
| | - Chi Han
- School of Pharmaceutical Science and Technology, Tianjin University Tianjin 300072 China
| | - Sarah Mohammed
- School of Pharmaceutical Science and Technology, Tianjin University Tianjin 300072 China
| | - Shanshan Li
- School of Pharmaceutical Science and Technology, Tianjin University Tianjin 300072 China
| | - Yixuan Song
- Department of Chemical Engineering & Biotechnology, University of Cambridge CB2 3RA Cambridge UK
| | - Fengxia Sun
- Research Center for Chemical Safety & Security and Verification Technology & College of Chemical and Pharmaceutical Engineering, Hebei University of Science and Technology Shijiazhuang 050018 China
| | - Yunfei Du
- School of Pharmaceutical Science and Technology, Tianjin University Tianjin 300072 China
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4
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Schmidt H, Mauer K, Glaser M, Dezfuli BS, Hellmann SL, Silva Gomes AL, Butter F, Wade RC, Hankeln T, Herlyn H. Identification of antiparasitic drug targets using a multi-omics workflow in the acanthocephalan model. BMC Genomics 2022; 23:677. [PMID: 36180835 PMCID: PMC9523657 DOI: 10.1186/s12864-022-08882-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 09/12/2022] [Indexed: 08/30/2023] Open
Abstract
Background With the expansion of animal production, parasitic helminths are gaining increasing economic importance. However, application of several established deworming agents can harm treated hosts and environment due to their low specificity. Furthermore, the number of parasite strains showing resistance is growing, while hardly any new anthelminthics are being developed. Here, we present a bioinformatics workflow designed to reduce the time and cost in the development of new strategies against parasites. The workflow includes quantitative transcriptomics and proteomics, 3D structure modeling, binding site prediction, and virtual ligand screening. Its use is demonstrated for Acanthocephala (thorny-headed worms) which are an emerging pest in fish aquaculture. We included three acanthocephalans (Pomphorhynchus laevis, Neoechinorhynchus agilis, Neoechinorhynchus buttnerae) from four fish species (common barbel, European eel, thinlip mullet, tambaqui). Results The workflow led to eleven highly specific candidate targets in acanthocephalans. The candidate targets showed constant and elevated transcript abundances across definitive and accidental hosts, suggestive of constitutive expression and functional importance. Hence, the impairment of the corresponding proteins should enable specific and effective killing of acanthocephalans. Candidate targets were also highly abundant in the acanthocephalan body wall, through which these gutless parasites take up nutrients. Thus, the candidate targets are likely to be accessible to compounds that are orally administered to fish. Virtual ligand screening led to ten compounds, of which five appeared to be especially promising according to ADMET, GHS, and RO5 criteria: tadalafil, pranazepide, piketoprofen, heliomycin, and the nematicide derquantel. Conclusions The combination of genomics, transcriptomics, and proteomics led to a broadly applicable procedure for the cost- and time-saving identification of candidate target proteins in parasites. The ligands predicted to bind can now be further evaluated for their suitability in the control of acanthocephalans. The workflow has been deposited at the Galaxy workflow server under the URL tinyurl.com/yx72rda7. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08882-1.
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Affiliation(s)
- Hanno Schmidt
- Institute of Organismic and Molecular Evolution (iomE), Anthropology, Johannes Gutenberg University Mainz, Mainz, Germany. .,Present address: Institute for Virology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.
| | - Katharina Mauer
- Institute of Organismic and Molecular Evolution (iomE), Anthropology, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Manuel Glaser
- Molecular and Cellular Modeling, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | | | - Sören Lukas Hellmann
- Institute of Organismic and Molecular Evolution (iomE), Molecular Genetics and Genomic Analysis, Johannes Gutenberg University Mainz, Mainz, Germany.,Present address: Nucleic Acids Core Facility, Johannes Gutenberg University Mainz, Mainz, Germany
| | | | - Falk Butter
- Quantitative Proteomics, Institute of Molecular Biology (IMB), Mainz, Germany
| | - Rebecca C Wade
- Molecular and Cellular Modeling, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany.,Center for Molecular Biology (ZMBH) and Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
| | - Thomas Hankeln
- Institute of Organismic and Molecular Evolution (iomE), Molecular Genetics and Genomic Analysis, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Holger Herlyn
- Institute of Organismic and Molecular Evolution (iomE), Anthropology, Johannes Gutenberg University Mainz, Mainz, Germany.
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5
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Li Y, Liu X, Zhang S, Wang L, Zhang L, Zuo Z. Computational simulation studies on the binding selectivity of Wee1 and Checkpoint kinase 1 by molecular dynamics simulation combined with free energy calculations. J Biomol Struct Dyn 2022; 40:1172-1181. [PMID: 33016857 DOI: 10.1080/07391102.2020.1823882] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Wee1 kinase and Checkpoint kinase 1 (Chk1) kinase, which are well known to be involved in cancer, are promising targets for cancer therapy. Most of developed Wee1 inhibitors can inhibit activity of Chk1 kinase to different degrees as well. The poor selectivity brought side effects and selective inhibitor is needed. However, the selective mechanisms of Wee1 versus Chk1 are not clear. Therefore, the design of selective Wee1 and Chk1 inhibitors would provide a meaningful starting for the development of anticancer drugs with optimal efficacy. In this study, Wee1 inhibitors with different selectivity over Chk1 were chosen to analyze the selectivity mechanism by means of molecular docking, molecular dynamics simulations and binding free energy calculations. Two key residues of Wee1 kinase and two critical residues of Chk1 were mutated to detect their effect on ligand binding into protein. The results indicated that these residues play a pivotal role in the binding interactions of ligands to receptors through hydrogen bond and hydrophobic interaction with inhibitors. This may provide a better understanding of the selective mechanism of Wee1 and Chk1. It would be beneficial to the discovery and optimization of selective Wee1 and Chk1 inhibitors.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Yaping Li
- School of Chemical Engineering, Sichuan University of Science & Engineering, Zigong, China.,State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, PR China.,Yunnan Key Laboratory of Natural Medicinal Chemistry, Kunming, PR China.,University of Chinese Academy of Sciences, Beijing, PR China
| | - Xingyong Liu
- School of Chemical Engineering, Sichuan University of Science & Engineering, Zigong, China
| | - Shuqun Zhang
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, PR China.,Yunnan Key Laboratory of Natural Medicinal Chemistry, Kunming, PR China.,University of Chinese Academy of Sciences, Beijing, PR China
| | - Liangliang Wang
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, PR China.,Yunnan Key Laboratory of Natural Medicinal Chemistry, Kunming, PR China.,University of Chinese Academy of Sciences, Beijing, PR China
| | - Li Zhang
- School of Chemical Engineering, Sichuan University of Science & Engineering, Zigong, China
| | - Zhili Zuo
- School of Chemical Engineering, Sichuan University of Science & Engineering, Zigong, China.,State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, PR China.,Yunnan Key Laboratory of Natural Medicinal Chemistry, Kunming, PR China.,University of Chinese Academy of Sciences, Beijing, PR China
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6
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Photoreceptor Phosphodiesterase (PDE6): Structure, Regulatory Mechanisms, and Implications for Treatment of Retinal Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1371:33-59. [PMID: 34170501 DOI: 10.1007/5584_2021_649] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The photoreceptor phosphodiesterase (PDE6) is a member of large family of Class I phosphodiesterases responsible for hydrolyzing the second messengers cAMP and cGMP. PDE6 consists of two catalytic subunits and two inhibitory subunits that form a tetrameric protein. PDE6 is a peripheral membrane protein that is localized to the signal-transducing compartment of rod and cone photoreceptors. As the central effector enzyme of the G-protein coupled visual transduction pathway, activation of PDE6 catalysis causes a rapid decrease in cGMP levels that results in closure of cGMP-gated ion channels in the photoreceptor plasma membrane. Because of its importance in the phototransduction pathway, mutations in PDE6 genes result in various retinal diseases that currently lack therapeutic treatment strategies due to inadequate knowledge of the structure, function, and regulation of this enzyme. This review focuses on recent progress in understanding the structure of the regulatory and catalytic domains of the PDE6 holoenzyme, the central role of the multi-functional inhibitory γ-subunit, the mechanism of activation by the heterotrimeric G protein, transducin, and future directions for pharmacological interventions to treat retinal degenerative diseases arising from mutations in the PDE6 genes.
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7
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Photoreceptor phosphodiesterase (PDE6): activation and inactivation mechanisms during visual transduction in rods and cones. Pflugers Arch 2021; 473:1377-1391. [PMID: 33860373 DOI: 10.1007/s00424-021-02562-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 03/27/2021] [Accepted: 03/30/2021] [Indexed: 01/16/2023]
Abstract
Rod and cone photoreceptors of the vertebrate retina utilize cGMP as the primary intracellular messenger for the visual signaling pathway that converts a light stimulus into an electrical response. cGMP metabolism in the signal-transducing photoreceptor outer segment reflects the balance of cGMP synthesis (catalyzed by guanylyl cyclase) and degradation (catalyzed by the photoreceptor phosphodiesterase, PDE6). Upon light stimulation, rapid activation of PDE6 by the heterotrimeric G-protein (transducin) triggers a dramatic drop in cGMP levels that lead to cell hyperpolarization. Following cessation of the light stimulus, the lifetime of activated PDE6 is also precisely regulated by additional processes. This review summarizes recent advances in the structural characterization of the rod and cone PDE6 catalytic and regulatory subunits in the context of previous biochemical studies of the enzymological properties and allosteric regulation of PDE6. Emphasis is given to recent advances in understanding the structural and conformational changes underlying the mechanism by which the activated transducin α-subunit binds to-and relieves inhibition of-PDE6 catalysis that is controlled by its intrinsically disordered, inhibitory γ-subunit. The role of the regulator of G-protein signaling 9-1 (RGS9-1) in regulating the lifetime of the transducin-PDE6 is also briefly covered. The therapeutic potential of pharmacological compounds acting as inhibitors or activators targeting PDE6 is discussed in the context of inherited retinal diseases resulting from mutations in rod and cone PDE6 genes as well as other inherited defects that arise from excessive cGMP accumulation in retinal photoreceptor cells.
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8
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Maujean T, Girard N, Ganesan A, Gulea M, Bonnet D. Three cheers for nitrogen: aza-DKPs, the aza analogues of 2,5-diketopiperazines. RSC Adv 2020; 10:43358-43370. [PMID: 35519699 PMCID: PMC9058409 DOI: 10.1039/d0ra09457a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 11/10/2020] [Indexed: 11/22/2022] Open
Abstract
Nitrogen-containing heterocycles represent a major source of pharmacological probes and drug candidates. To extend their molecular diversity and their potential biological activities, it is of importance to design and synthesize new N-heterocyclic scaffolds. Therefore, aza-diketopiperazines (aza-DKPs), the aza analogues of well-known 2,5-diketopiperazines (DKPs), emerged as a promising new scaffold. Although the first synthesis of an aza-DKP dates from 1951, significant developments have been made during the last decade. This feature article summarizes the different synthetic strategies to access and functionalise aza-DKPs. Their biological properties and potential applications in medicinal chemistry and drug discovery are discussed as well.
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Affiliation(s)
- Timothé Maujean
- Université de Strasbourg, CNRS, Laboratoire d'Innovation Thérapeutique, LabEX MEDALIS, Faculté de Pharmacie LIT UMR 7200 Strasbourg F-67000 France
| | - Nicolas Girard
- Université de Strasbourg, CNRS, Laboratoire d'Innovation Thérapeutique, LabEX MEDALIS, Faculté de Pharmacie LIT UMR 7200 Strasbourg F-67000 France
| | - A Ganesan
- School of Pharmacy, University of East Anglia Norwich Research Park Norwich NR4 7TJ UK
| | - Mihaela Gulea
- Université de Strasbourg, CNRS, Laboratoire d'Innovation Thérapeutique, LabEX MEDALIS, Faculté de Pharmacie LIT UMR 7200 Strasbourg F-67000 France
| | - Dominique Bonnet
- Université de Strasbourg, CNRS, Laboratoire d'Innovation Thérapeutique, LabEX MEDALIS, Faculté de Pharmacie LIT UMR 7200 Strasbourg F-67000 France
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9
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In Silico Mapping of Essential Residues in the Catalytic Domain of PDE5 Responsible for Stabilization of Its Commercial Inhibitors. Sci Pharm 2019. [DOI: 10.3390/scipharm87040029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Phosphodiesterase type 5 (PDE5) is an important enzyme associated with the hydrolysis of cyclic guanosine monophosphate (cGMP) to guanosine monophosphate (GMP). Due to the relevant role of second messenger cGMP as a mediator in many physiological processes, efforts have been converged to find a safe pharmacological approach, seeking a specific, selective and potent inhibitor of the PDE5 enzyme. There are five commercial drugs with potential for clinical use: tadalafil, sildenafil, avanafil, udenafil and vardenafil. Here, we applied molecular modeling to obtain different profiles of protein–ligand interactions by adopting distinct PDE5 structures, specifically PDBid:1XOZ and two extracted from molecular dynamics (MD) simulations. The results generated by molecular docking showed several possibilities for inhibitor interactions with the catalytic pocket. Tadalafil, sildenafil and vardenafil were clearly stabilized by Gln817 via a well-oriented hydrogen bond. Another set of different interactions, such as polar, hydrophobic, π-stacking, metal–ligand and electrostatic, were responsible for accommodating avanafil and udenafil. All of the ligands are discussed in detail with consideration of the distinct protein structures, and a profile of the probability of residue–ligand contact is suggested, with the most frequently observed being: Tyr612, His613, Ser661, Thr723, Asp724, Asp764, Leu765, Val782 and Phe786. The molecular interactions displayed herein confirm findings achieved by previous authors and also present new contacts. In addition, the discussion can help researchers obtain a molecular basis for planning new selective PDE5 inhibitors, as well as explain an inhibitor’s experimental assays by considering the specific interactions occurring at the catalytic site.
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10
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Huang YY, Yu YF, Zhang C, Chen Y, Zhou Q, Li Z, Zhou S, Li Z, Guo L, Wu D, Wu Y, Luo HB. Validation of Phosphodiesterase-10 as a Novel Target for Pulmonary Arterial Hypertension via Highly Selective and Subnanomolar Inhibitors. J Med Chem 2019; 62:3707-3721. [PMID: 30888810 DOI: 10.1021/acs.jmedchem.9b00224] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Pulmonary arterial hypertension (PAH) causes pathological increase in pulmonary vascular resistance, leading to right-heart failure and eventual death. Previously, phosphodiesterase-10 (PDE10) was reported to be a promising target for PAH based on the studies with a nonselective PDE inhibitor papaverine, but little progress has been made to confirm the practical application of PDE10 inhibitors. To validate whether PAH is ameliorated by PDE10 inhibition rather than other PDE isoforms, here we report an integrated strategy to discover highly selective PDE10 inhibitors as chemical probes. Structural optimization resulted in a PDE10 inhibitor 2b with subnanomolar affinity and good selectivity of >45 000-fold against other PDEs. The cocrystal structure of the PDE10-2b complex revealed an important H-bond interaction between 2b and Tyr693. Finally, compound 2b significantly decreased the arterial pressure in PAH rats and thus validated the potential of PDE10 as a novel anti-PAH target. These findings suggest that PDE10 inhibition may be a viable treatment option for PAH.
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Affiliation(s)
- Yi-You Huang
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Yan-Fa Yu
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Chen Zhang
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Yiping Chen
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Qian Zhou
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Zhuoming Li
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Sihang Zhou
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Zhe Li
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Lei Guo
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Deyan Wu
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Yinuo Wu
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
| | - Hai-Bin Luo
- School of Pharmaceutical Sciences , Sun Yat-sen University , Guangzhou 510006 , China
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11
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Pharmacological and molecular dynamics analyses of differences in inhibitor binding to human and nematode PDE4: Implications for management of parasitic nematodes. PLoS One 2019; 14:e0214554. [PMID: 30917179 PMCID: PMC6436744 DOI: 10.1371/journal.pone.0214554] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 03/14/2019] [Indexed: 11/19/2022] Open
Abstract
Novel chemical controls are needed that selectively target human, animal, and plant parasitic nematodes with reduced adverse effects on the host or the environment. We hypothesize that the phosphodiesterase (PDE) enzyme family represents a potential target for development of novel nematicides and anthelmintics. To test this, we identified six PDE families present in the nematode phylum that are orthologous to six of the eleven human PDE families. We characterized the binding interactions of family-selective PDE inhibitors with human and C. elegans PDE4 in conjunction with molecular dynamics (MD) simulations to evaluate differences in binding interactions of these inhibitors within the PDE4 catalytic domain. We observed that roflumilast (human PDE4-selective inhibitor) and zardaverine (selective for human PDE3 and PDE4) were 159- and 77-fold less potent, respectively, in inhibiting C. elegans PDE4. The pan-specific PDE inhibitor isobutyl methyl xanthine (IBMX) had similar affinity for nematode and human PDE4. Of 32 residues within 5 Å of the ligand binding site, five revealed significant differences in non-bonded interaction energies (van der Waals and electrostatic interaction energies) that could account for the differential binding affinities of roflumilast and zardaverine. One site (Phe506 in the human PDE4D3 amino acid sequence corresponding to Tyr253 in C. elegans PDE4) is predicted to alter the binding conformation of roflumilast and zardaverine (but not IBMX) into a less energetically favorable state for the nematode enzyme. The pharmacological differences in sensitivity to PDE4 inhibitors in conjunction with differences in the amino acids comprising the inhibitor binding sites of human and C. elegans PDE4 catalytic domains together support the feasibility of designing the next generation of anthelmintics/nematicides that could selectively bind to nematode PDEs.
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Abstract
INTRODUCTION In men, lower urinary tract symptoms (LUTS) are primarily attributed to benign prostatic hyperplasia (BPH). Therapeutic options are targeted to relax prostate smooth muscle and/or reduce prostate enlargement. Areas covered: This article reviews the major preclinical and clinical data on PDE5 inhibitors with a specific focus on tadalafil. It includes details of the role of the nitric oxide (NO)-cyclic guanosine monophosphate (cGMP) - PDE5 pathway in the LUT organs (bladder and prostate) in addition to the available data on tadalafil in patients with LUTS secondary to BPH with or without erectile dysfunction (ED). Expert opinion: Preclinical and clinical data have clearly demonstrated that PDE5 inhibitors induce bladder and prostate relaxation, which contributes to the improvement seen in storage symptoms in both animal models of bladder and prostate hypercontractility. Tadalafil is effective both as a monotherapy and add-on therapy in patients with LUTS secondary to BPH. Furthermore, as LUTS-BPH and ED are urological disorders that commonly coexist in aging men, tadalafil is more advantageous than α1-adrenoceptors and should be used as the first option. Tadalafil is a safe and tolerable therapy and unlike α1- adrenoceptors and 5-alpha reductase inhibitors, which can cause sexual dysfunctions, tadalafil improves sexual function.
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Affiliation(s)
- Fabiola Zakia Mónica
- a Department of Pharmacology, Faculty of Medical Sciences , University of Campinas , Campinas , Sao Paulo , Brazil
| | - Gilberto De Nucci
- a Department of Pharmacology, Faculty of Medical Sciences , University of Campinas , Campinas , Sao Paulo , Brazil
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13
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Pires de Oliveira I, Lescano CH, De Nucci G. Q817G mutation in phosphodiesterase type 5: Conformational analysis and dissociation profile of the inhibitor Tadalafil. Chem Biol Drug Des 2019; 93:419-429. [PMID: 30381900 DOI: 10.1111/cbdd.13426] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 10/08/2018] [Accepted: 10/18/2018] [Indexed: 01/08/2023]
Abstract
Phosphodiesterase type 5 (PDE-5) is an important enzyme involved in the hydrolysis of cyclic guanosine monophosphate (cGMP) to guanosine monophosphate (GMP). The inhibition of this protein leads to the accumulation of cGMP in cells with various biological and therapeutic effects. Several PDE-5 inhibitors exist, with Tadalafil being one of the most commonly studied and used in clinical therapy. In this study, we applied Molecular Dynamics simulations coupled to the ABF (Adaptive Biasing Force) method to study the effect of the mutation on the Gln817 residue (Q817G). The results of the free energy profiles made clear that the affinity of the inhibitor for PDE-5 is dependent on the amino acid residue Gln817. The hydrogen bond made between the side chain of glutamine and the indole ring of Tadalafil results in the stabilization of the ligand in the catalytic site. Despite the prominent role of this interaction, it is important to highlight the contribution of other residues of the catalytic domain for the stabilization of the compound, due to the set of polar, hydrophobic and electrostatic interactions performed by specific amino acid residues.
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Affiliation(s)
| | | | - Gilberto De Nucci
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil.,Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil
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14
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Li Z, Huang Y, Wu Y, Chen J, Wu D, Zhan CG, Luo HB. Absolute Binding Free Energy Calculation and Design of a Subnanomolar Inhibitor of Phosphodiesterase-10. J Med Chem 2019; 62:2099-2111. [PMID: 30689375 DOI: 10.1021/acs.jmedchem.8b01763] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Accurate prediction of absolute protein-ligand binding free energy could considerably enhance the success rate of structure-based drug design but is extremely challenging and time-consuming. Free energy perturbation (FEP) has been proven reliable but is limited to prediction of relative binding free energies of similar ligands (with only minor structural differences) in binding with a same drug target in practical drug design applications. Herein, a Gaussian algorithm-enhanced FEP (GA-FEP) protocol has been developed to enhance the FEP simulation performance, enabling to efficiently carry out the FEP simulations on vanishing the whole ligand and, thus, predict the absolute binding free energies (ABFEs). Using the GA-FEP protocol, the FEP simulations for the ABFE calculation (denoted as GA-FEP/ABFE) can achieve a satisfactory accuracy for both structurally similar and diverse ligands in a dataset of more than 100 receptor-ligand systems. Further, our GA-FEP/ABFE-guided lead optimization against phosphodiesterase-10 led to the discovery of a subnanomolar inhibitor (IC50 = 0.87 nM, ∼2000-fold improvement in potency) with cocrystal confirmation.
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Affiliation(s)
- Zhe Li
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China.,Department of Pharmaceutical Sciences, College of Pharmacy , University of Kentucky , 789 South Limestone Street , Lexington , Kentucky 40536 , United States
| | - Yiyou Huang
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China
| | - Yinuo Wu
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China
| | - Jingyi Chen
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China
| | - Deyan Wu
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China
| | - Chang-Guo Zhan
- Department of Pharmaceutical Sciences, College of Pharmacy , University of Kentucky , 789 South Limestone Street , Lexington , Kentucky 40536 , United States
| | - Hai-Bin Luo
- School of Pharmaceutical Sciences , Sun Yat-Sen University , Guangzhou 510006 , P.R. China
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15
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Pattis JG, Kamal S, Li B, May ER. Catalytic Domains of Phosphodiesterase 5, 6, and 5/6 Chimera Display Differential Dynamics and Ligand Dissociation Energy Barriers. J Phys Chem B 2019; 123:825-835. [PMID: 30616346 PMCID: PMC6502234 DOI: 10.1021/acs.jpcb.8b11370] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The enzyme phosphodiesterase 6 (PDE6) is a critical component of the visual signaling pathway and functions to convert cGMP to GMP. The ability of PDE6 to affect cellular cGMP levels leads to deactivation of cGMP-gated ion channels in both rod and cone cells. PDE6 has been difficult to structurally characterize experimentally, though the structures of the closely related PDE5 and a PDE5/6 chimera have been determined by X-ray crystallography. In this work, we employ a computational approach to study the dynamics of the catalytic domains of PDE6, PDE5, and the PDE5/6 chimera. Through equilibrium molecular dynamics (MD) simulations, we identify a region of PDE6 (α12) to be correlated to distal regions of the enzyme (H- and M-loops), which surround the catalytic center. These correlations are not observed for PDE5, and we speculate that these unique motions in PDE6 may relate to the high catalytic efficiency of PDE6 and the requirement for an endogenous inhibitory subunit (Pγ). We further investigate the ligand binding pathways and energetics by enhanced sampling simulations (metadynamics) using the inhibitor sildenafil and GMP. The energetics and pathways of ligand binding are consistent with the high efficiency of PDE6 and further implicate the α12 region as an important regulatory element for PDE6 functional dynamics.
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Affiliation(s)
| | | | - Boyang Li
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269
| | - Eric R. May
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269
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16
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Feng Y, Teng X, Gu J, Yu B, Luo Y, Ye L. Novel anti-cancer agents: design, synthesis, biological activity, molecular docking, and MD simulations of 2, 3, 4, 5-tetrahydro-1H-pyrido-[4,3-b]indole derivatives. Med Chem Res 2018. [DOI: 10.1007/s00044-018-2271-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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17
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Discovery of furyl/thienyl β-carboline derivatives as potent and selective PDE5 inhibitors with excellent vasorelaxant effect. Eur J Med Chem 2018; 158:767-780. [DOI: 10.1016/j.ejmech.2018.09.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 08/23/2018] [Accepted: 09/10/2018] [Indexed: 01/02/2023]
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18
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Abstract
Tadalafil (Cialis) is one of the most commonly used phosphodiesterase type5 (PDE5) inhibitors. This work aimed to analyze the histological and ultrastructural changes provoked by chronic tadalafil administration in the rat retina, correlate between such changes and PDE5 immunoexpression and to evaluate the possible reversibility of these changes. Thirty Sprague Dawley male rats were randomly distributed into 3 groups. Control group; given 1 ml distilled water daily for 6 weeks. Tadalafil group; given tadalafil in a daily dose of 2.6 mg/kg for 6 weeks. Withdrawal group; given tadalafil 2.6 mg/kg daily for 6 week followed by a withdrawal period of 4 weeks. Retinal specimens were prepared for histological, ultrastructural and immunohistochemical study using anti-PDE5 and anti-Bcl-2 antibodies. Morphometric and statistical studies were performed. Tadalafil group displayed a significant reduction in retinal thickness, diminished cell population of outer and inner nuclear layers, dilated blood capillaries and a significant decline in the number of ganglion cells. Significant reductions of both PDE5 and Bcl-2 immunoexpression were observed. At the ultrastructural level, the photoreceptors showed spacing of outer segments and disorganized membranous discs. Retinal neurons showed ultrastructural degenerative changes in the form of shrunken irregular nuclei, dilated rER, and disrupted mitochondria. Withdrawal group revealed preservation of histological structure and partial restoration of retinal thickness, retinal cells ultrastructure, and PDE5 and Bcl-2 immunoexpressions. In conclusion, chronic use of tadalafil could induce reversible apoptotic and degenerative changes in retinal neurons due to its inhibitory effect on PDE5 expression which affects the metabolism and viability of retinal cells.
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19
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Discovery of novel purine nucleoside derivatives as phosphodiesterase 2 (PDE2) inhibitors: Structure-based virtual screening, optimization and biological evaluation. Bioorg Med Chem 2018; 26:119-133. [DOI: 10.1016/j.bmc.2017.11.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 10/30/2017] [Accepted: 11/12/2017] [Indexed: 12/13/2022]
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20
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Wu D, Zhang T, Chen Y, Huang Y, Geng H, Yu Y, Zhang C, Lai Z, Wu Y, Guo X, Chen J, Luo HB. Discovery and Optimization of Chromeno[2,3-c]pyrrol-9(2H)-ones as Novel Selective and Orally Bioavailable Phosphodiesterase 5 Inhibitors for the Treatment of Pulmonary Arterial Hypertension. J Med Chem 2017; 60:6622-6637. [DOI: 10.1021/acs.jmedchem.7b00523] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Deyan Wu
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Tianhua Zhang
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Yiping Chen
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Yadan Huang
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Haiju Geng
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Yanfa Yu
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Chen Zhang
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Zengwei Lai
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Yinuo Wu
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Xiaolei Guo
- Infinitus (China) Co. Ltd., Guangzhou 510663, China
| | - Jianwen Chen
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Hai-Bin Luo
- School
of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
- Collaborative
Innovation Center of High Performance Computing, National University of Defense Technology, Changsha 410073, China
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21
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Yan L, Zhang L, Zhang Y, Qiao X, Pan J, Liu H, Lu S, Xiang B, Lu T, Yuan H. Insight into the key features for ligand binding in Y1230 mutated c-Met kinase domain by molecular dynamics simulations. J Biomol Struct Dyn 2017; 36:2015-2031. [DOI: 10.1080/07391102.2017.1340852] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Libo Yan
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Li Zhang
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Yanmin Zhang
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Xin Qiao
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Jing Pan
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Haichun Liu
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Shuai Lu
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Bingren Xiang
- Center for instrument analysis, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Tao Lu
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
| | - Haoliang Yuan
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease and Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, P.R. China
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22
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The discovery, complex crystal structure, and recognition mechanism of a novel natural PDE4 inhibitor from Selaginella pulvinata. Biochem Pharmacol 2017; 130:51-59. [DOI: 10.1016/j.bcp.2017.01.016] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 01/24/2017] [Indexed: 01/06/2023]
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23
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Tian Y, Yu Y, Shen Y, Wan H, Chang S, Zhang T, Wan S, Zhang J. Molecular Simulation Studies on the Binding Selectivity of Type-I Inhibitors in the Complexes with ROS1 versus ALK. J Chem Inf Model 2017; 57:977-987. [PMID: 28318251 DOI: 10.1021/acs.jcim.7b00019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
ROS1 and ALK are promising targets of anticancer drugs for non-small-cell lung cancer. Since they have 49% amide acid sequence homology in the kinases domain and 77% identity at the ATP binding area, some ALK inhibitors also showed some significant responses for ROS1 in the clinical trial, such as the type-I binding inhibitor crizotinib and PF-06463922. As a newly therapeutic target, the selective ROS1 inhibitor is relatively rare. Moreover, the molecular basis for the selectivity of ROS1 versus ALK still remains unclear. In order to disclose the binding preference toward ROS1 over ALK and to aid the design of selective ROS1 inhibitors, the specific interactions and difference of conformational changes in the dual and selective ROS1/ALK inhibitors systems were investigated by molecular dynamics (MD) simulation and principle component analysis (PCA) in our work. Afterward, binding free energies (MM/GBSA) and binding free energies decomposition analysis indicated that the dominating effect of Van der Waals interaction drives the specific binding process of the type-I inhibitor, and residues of the P-loop and the DFG motif would play an important role in selectivity. On the basis of the modeling results, the new designed compound 14c was verified as a selective ROS1 inhibitor versus ALK, and SMU-B was a dual ROS1/ALK inhibitor by the kinase inhibitory study. These results are expected to facilitate the discovery and rational design of novel and specific ROS1 inhibitors.
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Affiliation(s)
- Yuanxin Tian
- Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China
| | - Yonghuan Yu
- Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China
| | - Yudong Shen
- College of Food Sciences, South China Agricultural University , Guangzhou, 510642, People's Republic of China
| | - Hua Wan
- College of Mathematics and Informatics, South China Agricultural University , Guangzhou, 510642, People's Republic of China
| | - Shan Chang
- Institute of Bioinformatics and Medical Engineering, School of Electrical and Information Engineering, Jiangsu University of Technology , Changzhou, 213001, People's Republic of China
| | - Tingting Zhang
- Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China
| | - Shanhe Wan
- Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China
| | - Jiajie Zhang
- Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China
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Kayık G, Tüzün NŞ, Durdagi S. Investigation of PDE5/PDE6 and PDE5/PDE11 selective potent tadalafil-like PDE5 inhibitors using combination of molecular modeling approaches, molecular fingerprint-based virtual screening protocols and structure-based pharmacophore development. J Enzyme Inhib Med Chem 2017; 32:311-330. [PMID: 28150511 PMCID: PMC6009860 DOI: 10.1080/14756366.2016.1250756] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The essential biological function of phosphodiesterase (PDE) type enzymes is to regulate the cytoplasmic levels of intracellular second messengers, 3′,5′-cyclic guanosine monophosphate (cGMP) and/or 3′,5′-cyclic adenosine monophosphate (cAMP). PDE targets have 11 isoenzymes. Of these enzymes, PDE5 has attracted a special attention over the years after its recognition as being the target enzyme in treating erectile dysfunction. Due to the amino acid sequence and the secondary structural similarity of PDE6 and PDE11 with the catalytic domain of PDE5, first-generation PDE5 inhibitors (i.e. sildenafil and vardenafil) are also competitive inhibitors of PDE6 and PDE11. Since the major challenge of designing novel PDE5 inhibitors is to decrease their cross-reactivity with PDE6 and PDE11, in this study, we attempt to identify potent tadalafil-like PDE5 inhibitors that have PDE5/PDE6 and PDE5/PDE11 selectivity. For this aim, the similarity-based virtual screening protocol is applied for the “clean drug-like subset of ZINC database” that contains more than 20 million small compounds. Moreover, molecular dynamics (MD) simulations of selected hits complexed with PDE5 and off-targets were performed in order to get insights for structural and dynamical behaviors of the selected molecules as selective PDE5 inhibitors. Since tadalafil blocks hERG1 K channels in concentration dependent manner, the cardiotoxicity prediction of the hit molecules was also tested. Results of this study can be useful for designing of novel, safe and selective PDE5 inhibitors.
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Affiliation(s)
- Gülru Kayık
- a Department of Chemistry , Istanbul Technical University , Istanbul , Turkey.,b Department of Pharmacy , University of Pisa , Pisa , Italy
| | - Nurcan Ş Tüzün
- a Department of Chemistry , Istanbul Technical University , Istanbul , Turkey
| | - Serdar Durdagi
- c Department of Biophysics , School of Medicine, Bahcesehir University , Istanbul , Turkey
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25
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Lescano CH, de Oliveira IP, Zaminelli T, Baldivia DDS, da Silva LR, Napolitano M, Silvério CBM, Lincopan N, Sanjinez-Argandoña EJ. Campomanesia adamantium Peel Extract in Antidiarrheal Activity: The Ability of Inhibition of Heat-Stable Enterotoxin by Polyphenols. PLoS One 2016; 11:e0165208. [PMID: 27764241 PMCID: PMC5072655 DOI: 10.1371/journal.pone.0165208] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 10/07/2016] [Indexed: 12/11/2022] Open
Abstract
Campomanesia adamantium (Myrtaceae) is a medicinal plant distributed in Brazilian Cerrado. Different parts of this plant are used in popular medicine for treatment of several diseases like fever, diarrhea, hypercholesterolemia and rheumatism. The aim of this work was to evaluate the inhibition of heat-stable enterotoxin type A (STa) by gallic acid present in the peel of C. adamantium fruit and assays to assess the antidiarrheal activity, anti-inflammatory and cytotoxic properties of peel extract using the T84 cell line model. The possible inhibition exerted by the gallic acid of the peel extract on the STa peptide was inferred by molecular dynamics simulations. The antidiarrheal effects were investigated measuring cGMP accumulation in cells after stimulation by STa toxin and antibacterial activity was assessed. The anti-inflammatory activity was assessed by inhibition of COX-1 and COX-2. MTT and LDH assays were used to evaluate any possible cytotoxic action while the CyQUANT test was used to investigate the effect on cell proliferation. A representation showing how the possible interactions between STa and the gallic acid of the extract might reduce the action of the enterotoxin is presented. C. adamantium peel extract significantly decreased the levels of cGMP in T84 cells. However, no effect on the species of microorganisms was observed. The extract also inhibited COX-1 (IC50 255.70 ± 0.04 ng/mL) and COX-2 (IC50 569.50 ± 0.11 ng/mL) enzymes. Cytotoxicity assay have shown significant changes in cells treated with the extract, which inhibited the cell proliferation until 72 hours of treatment. Direct interactions of phenolic compounds present in the extract with the STa toxin may limit its activity. Curative effect in the diarrhea treatment and its anti-inflammatory action is based on the pharmacological properties, mechanism of action of the C. adamantium peel extract, and no toxic effects of the peel extract presented on this work.
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Affiliation(s)
| | | | - Tiago Zaminelli
- Department of Pharmacology, University of Campinas, Campinas, São Paulo, Brazil
| | - Débora da Silva Baldivia
- Faculty of Biological and Environmental Sciences, Federal University of Grande Dourados, Dourados, Mato Grosso do Sul, Brazil
| | - Luan Ramos da Silva
- Faculty of Engineering, Federal University of Grande Dourados, Dourados, Mato Grosso do Sul, Brazil
| | - Mauro Napolitano
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | | | - Nilton Lincopan
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
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26
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Kayık G, Tüzün NŞ, Durdagi S. In silico design of novel hERG-neutral sildenafil-like PDE5 inhibitors. J Biomol Struct Dyn 2016; 35:2830-2852. [PMID: 27581752 DOI: 10.1080/07391102.2016.1231634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Cyclic nucleotide phosphodiesterase enzymes (PDEs) have functions in regulating the levels of intracellular second messengers, 3', 5'-cyclic adenosine monophosphate (cAMP) and 3', 5'-cyclic guanosine monophosphate (cGMP), via hydrolysis and decomposing mechanisms in cells. They take essential roles in modulating various cellular activities such as memory and smooth muscle functions. PDE type 5 (PDE5) inhibitors enhance the vasodilatory effects of cGMP in the corpus cavernosum and they are used to treat erectile dysfunction. Patch clamp experiments showed that the IC50 values of the human ether-à-go-go-related gene (hERG1) potassium (K) ion channel blocking affinity of PDE5 inhibitors sildenafil, vardenafil, and tadalafil as 33, 12, and 100 μM, respectively. hERG1 channel is responsible for the regulation of the action potential of human ventricular myocyte by contributing the rapid component of delayed rectifier K+ current (IKr) component of the cardiac action potential. In this work, interaction patterns and binding affinity predictions of selected PDE5 inhibitors against the hERG1 channel are studied. It is attempted to develop PDE5 inhibitor analogs with lower binding affinity to hERG1 ion channel while keeping their pharmacological activity against their principal target PDE5 using in silico methods. Based on detailed analyses of docking poses and predicted interaction energies, novel analogs of PDE5 inhibitors with lower predicted binding affinity to hERG1 channels without loosing their principal target activity were proposed. Moreover, molecular dynamics (MD) simulations and post-processing MD analyses (i.e. Molecular Mechanics/Generalized Born Surface Area calculations) were performed. Detailed analysis of molecular simulations helped us to better understand the PDE5 inhibitor-target binding interactions in the atomic level. Results of this study can be useful for designing of novel and safe PDE5 inhibitors with enhanced activity and other tailored properties.
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Affiliation(s)
- Gülru Kayık
- a Department of Chemistry , Istanbul Technical University , Istanbul 34469 , Turkey
| | - Nurcan Ş Tüzün
- a Department of Chemistry , Istanbul Technical University , Istanbul 34469 , Turkey
| | - Serdar Durdagi
- b Department of Biophysics , School of Medicine, Bahcesehir University , Istanbul , Turkey
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27
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An Algorithm to Identify Target-Selective Ligands - A Case Study of 5-HT7/5-HT1A Receptor Selectivity. PLoS One 2016; 11:e0156986. [PMID: 27271158 PMCID: PMC4896471 DOI: 10.1371/journal.pone.0156986] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Accepted: 05/23/2016] [Indexed: 11/19/2022] Open
Abstract
A computational procedure to search for selective ligands for structurally related protein targets was developed and verified for serotonergic 5-HT7/5-HT1A receptor ligands. Starting from a set of compounds with annotated activity at both targets (grouped into four classes according to their activity: selective toward each target, not-selective and not-selective but active) and with an additional set of decoys (prepared using DUD methodology), the SVM (Support Vector Machines) models were constructed using a selective subset as positive examples and four remaining classes as negative training examples. Based on these four component models, the consensus classifier was then constructed using a data fusion approach. The combination of two approaches of data representation (molecular fingerprints vs. structural interaction fingerprints), different training set sizes and selection of the best SVM component models for consensus model generation, were evaluated to determine the optimal settings for the developed algorithm. The results showed that consensus models with molecular fingerprints, a larger training set and the selection of component models based on MCC maximization provided the best predictive performance.
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28
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Fang J, Wu P, Yang R, Gao L, Li C, Wang D, Wu S, Liu AL, Du GH. Inhibition of acetylcholinesterase by two genistein derivatives: kinetic analysis, molecular docking and molecular dynamics simulation. Acta Pharm Sin B 2014; 4:430-7. [PMID: 26579414 PMCID: PMC4629110 DOI: 10.1016/j.apsb.2014.10.002] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2014] [Revised: 08/27/2014] [Accepted: 09/24/2014] [Indexed: 01/14/2023] Open
Abstract
In this study two genistein derivatives (G1 and G2) are reported as inhibitors of acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE), and differences in the inhibition of AChE are described. Although they differ in structure by a single methyl group, the inhibitory effect of G1 (IC50=264 nmol/L) on AChE was 80 times stronger than that of G2 (IC50=21,210 nmol/L). Enzyme-kinetic analysis, molecular docking and molecular dynamics (MD) simulations were conducted to better understand the molecular basis for this difference. The results obtained by kinetic analysis demonstrated that G1 can interact with both the catalytic active site and peripheral anionic site of AChE. The predicted binding free energies of two complexes calculated by the molecular mechanics/generalized born surface area (MM/GBSA) method were consistent with the experimental data. The analysis of the individual energy terms suggested that a difference between the net electrostatic contributions (ΔEele+ΔGGB) was responsible for the binding affinities of these two inhibitors. Additionally, analysis of the molecular mechanics and MM/GBSA free energy decomposition revealed that the difference between G1 and G2 originated from interactions with Tyr124, Glu292, Val294 and Phe338 of AChE. In conclusion, the results reveal significant differences at the molecular level in the mechanism of inhibition of AChE by these structurally related compounds.
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Key Words
- ACh, acetylcholine
- AChE, acetylcholinesterase
- AChEIs, acetylcholinesterase inhibitors
- AD, Alzheimer׳s disease
- Acetylcholinesterase (AChE)
- BuChE, butyrylcholinesterase
- BuSCh, S-butyrylthiocholine chloride
- CAS, catalytic active site
- DTNB, 5,5′-dithiobis-(2-nitrobenzoic acid)
- G1, 3-(4-methoxyphenyl)-7-(2-(piperidin-1-yl)ethoxy)-4H-chromen-4-one
- G2, (S)-3-(4-methoxyphenyl)-7-(2-(2-methylpiperidin-1-yl)ethoxy)-4H-chromen-4-one
- GAFF, generalized AMBER force field
- Genistein derivatives
- Kinetics analysis
- MD, molecular dynamics
- MM/GBSA
- MM/GBSA, molecular mechanics/generalized born surface area
- Molecular docking
- Molecular dynamics simulation
- PAS, peripheral anionic site
- PDB, protein data bank
- PME, particle mesh Ewald
- RMSD, root-mean-square deviation
- S-ACh, acetylthiocholine iodide
- SASA, solvent accessible surface area
- iso-OMPA, tetraisopropyl pyrophosphoramide
- ΔEMM, gas-phase interaction energy between receptor and ligand
- ΔEele, electrostatic energy contribution
- ΔEvdw, van der Waals energy contribution
- ΔGGB, polar desolvation energy term
- ΔGSA, nonpolar desolvation energy term
- ΔGexp, experimental binding free energy
- ΔGpred, total binding free energy
- ΔS, conformational entropy contribution
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Li Z, Wu Y, Feng LJ, Wu R, Luo HB. Ab Initio QM/MM Study Shows a Highly Dissociated SN2 Hydrolysis Mechanism for the cGMP-Specific Phosphodiesterase-5. J Chem Theory Comput 2014; 10:5448-57. [DOI: 10.1021/ct500761d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Zhe Li
- School of Pharmaceutical
Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Yinuo Wu
- School of Pharmaceutical
Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Ling-Jun Feng
- School of Pharmaceutical
Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Ruibo Wu
- School of Pharmaceutical
Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
| | - Hai-Bin Luo
- School of Pharmaceutical
Sciences, Sun Yat-Sen University, Guangzhou 510006, P. R. China
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Yuan H, Zhuang J, Hu S, Li H, Xu J, Hu Y, Xiong X, Chen Y, Lu T. Molecular modeling of exquisitely selective c-Met inhibitors through 3D-QSAR and molecular dynamics simulations. J Chem Inf Model 2014; 54:2544-54. [PMID: 25181449 DOI: 10.1021/ci500268s] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
c-Met has been considered as an attractive target for developing antitumor agents. The highly selective c-Met inhibitors provide invaluable opportunities for the combination with other therapies safely to achieve the optimal efficacy. In this work, a series of triazolopyrazine c-Met inhibitors with exquisitely selectivity were investigated using a combination of molecular docking, three-dimensional quantitative structure-activity relationship (3D-QSAR), and molecular dynamics simulation. Comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) models were developed to reveal the structural determinants for c-Met inhibition. Both models were validated to have high reliability and predictability, and contour map analysis suggested feature requirements for different substituents on the scaffold. It is worth noting that an important hydrogen bond rich region was identified in the unique narrow channel, which is distinct from other kinases. Molecular dynamics simulations and binding free energy calculations provided further support that suitable groups in this hydrogen bond rich region made great contributions to the binding of ligands. Moreover, hydrogen bonds with residues of the narrow channel were also indicated to be essential to improve the activity and selectivity. This study will facilitate the discovery and optimization of novel c-Met inhibitors with higher activity and selectivity.
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Affiliation(s)
- Haoliang Yuan
- Key Laboratory of Nuclear Medicine, Ministry of Health, Jiangsu Key Laboratory of Molecular Nuclear Medicine, Jiangsu Institute of Nuclear Medicine , Wuxi, 214063 Jiangsu, P. R. China
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