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Siddique S, Hussain K, Shehzadi N, Arshad M, Arshad MN, Iftikhar S, Saghir F, Shaukat A, Sarfraz M, Ahmed N. Design, synthesis, biological evaluation and molecular docking studies of quinoline-anthranilic acid hybrids as potent anti-inflammatory drugs. Org Biomol Chem 2024; 22:3708-3724. [PMID: 38639206 DOI: 10.1039/d4ob00040d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/20/2024]
Abstract
Despite the high global prevalence, rheumatoid arthritis lacks a satisfactory treatment. Hence, the present study is undertaken to design and synthesize novel anti-inflammatory compounds. For this, quinoline and anthranilic acid, two medicinally-privileged moieties, were linked by pharmacophore hybridization, and following their computational assessments, three hybrids 5a-c were synthesized in good over all yields. The in vitro and in vivo anti-inflammatory potential of these hybrids was determined by anti-denaturation and anti-proteinase, and carrageenan-induced paw edema models. The computational studies of these hybrids revealed their drug-likeness, optimum pharmacokinetics, and less toxicity. Moreover, they demonstrated high binding affinity (-9.4 to -10.6 kcal mol-1) and suitable binding interactions for TNF-α, FLAP, and COX-II. A three-step synthetic route resulted in the hybrids 5a-c with 83-86% yield of final step. At 50 μg mL-1, the antiprotease and anti-denaturation activity of compound 5b was significantly higher than 5a and 5c. Furthermore, 5b significantly reduced the edema in the right paw of the rats that received carrageenan. The results of this study indicate the medicinal worth of the novel hybrids in treating inflammatory disorders such as rheumatoid arthritis.
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Affiliation(s)
- Sidra Siddique
- Punjab University College of Pharmacy, University of the Punjab, Allama Iqbal Campus, Lahore, Pakistan
| | - Khalid Hussain
- Punjab University College of Pharmacy, University of the Punjab, Allama Iqbal Campus, Lahore, Pakistan
- Faculty of Pharmacy, The University of Lahore, Lahore, Pakistan.
| | - Naureen Shehzadi
- Punjab University College of Pharmacy, University of the Punjab, Allama Iqbal Campus, Lahore, Pakistan
| | - Muhammad Arshad
- Institute of Chemistry, The Islamia University of Bahawalpur, Bahawalpur-63100, Pakistan.
| | - Muhammad Nadeem Arshad
- Chemistry Department, Faculty of Science, and Center of Excellence for Advanced Material Research, King Abdulaziz University, Jeddah 21589, P.O. Box 80203, Saudi Arabia
| | - Sadaf Iftikhar
- Department of Pharmacy, University of South Asia, Lahore, Pakistan
| | - Farhat Saghir
- Punjab University College of Pharmacy, University of the Punjab, Allama Iqbal Campus, Lahore, Pakistan
- Faculty of Pharmacy, The University of Lahore, Lahore, Pakistan.
| | - Ayisha Shaukat
- Punjab University College of Pharmacy, University of the Punjab, Allama Iqbal Campus, Lahore, Pakistan
| | - Muhammad Sarfraz
- Institute of Chemistry, The Islamia University of Bahawalpur, Bahawalpur-63100, Pakistan.
| | - Nisar Ahmed
- School of Chemistry, Cardiff University, Main Building, Park Place, Cardiff, CF10 3AT, UK.
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Pirojsirikul T, Lee VS, Nimmanpipug P. Unraveling Bacterial Single-Stranded Sequence Specificities: Insights from Molecular Dynamics and MMPBSA Analysis of Oligonucleotide Probes. Mol Biotechnol 2024; 66:582-591. [PMID: 38374320 DOI: 10.1007/s12033-024-01082-0] [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: 10/03/2022] [Accepted: 01/10/2024] [Indexed: 02/21/2024]
Abstract
We utilized molecular dynamics (MD) simulations and Molecular Mechanics Poisson-Boltzmann Surface Area (MMPBSA) free energy calculations to investigate the specificity of two oligonucleotide probes, namely probe B and probe D, in detecting single-stranded DNA (ssDNA) within three bacteria families: Enterobacteriaceae, Pasteurellaceae, and Vibrionaceae. Due to the limited understanding of molecular mechanisms in the previous research, we have extended the discussion to focus specifically on investigating the binding process of bacteria-probe DNA duplexes, with an emphasis on analyzing the binding free energy. The role of electrostatic contributions in the specificity between the oligonucleotide probes and the bacterial ssDNAs was investigated and found to be crucial. Our calculations yielded results that were highly consistent with the experimental data. Through our study, we have successfully exhibited the benefits of utilizing in-silico approaches as a powerful virtual-screening tool, particularly in research areas that demand a thorough comprehension of molecular interactions.
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Affiliation(s)
- Teerapong Pirojsirikul
- Division of Physical Science, Faculty of Science, Prince of Songkla University, Songkhla, 90110, Thailand.
| | - Vannajan Sanghiran Lee
- Department of Chemistry, Center of Theoretical and Computational Physics, Faculty of Science, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Piyarat Nimmanpipug
- Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai, 50200, Thailand
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Lin CS, Lu CH, Lin TH, Kiu YT, Kan JY, Chang YJ, Hung PY, Koval'skaya AV, Tsypyshev DO, Tsypysheva IP, Lin CW. Inhibition of dengue viruses by N-methylcytisine thio derivatives through targeting viral envelope protein and NS2B-NS3 protease. Bioorg Med Chem Lett 2024; 99:129623. [PMID: 38242331 DOI: 10.1016/j.bmcl.2024.129623] [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: 11/15/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 01/21/2024]
Abstract
Dengue virus (DENV) is a significant global health threat, causing millions of cases worldwide each year. Developing antiviral drugs for DENV has been a challenging endeavor. Our previous study identified anti-DENV properties of two (-)-cytisine derivatives contained substitutions within the 2-pyridone core from a pool of 19 (-)-cytisine derivatives. This study aimed to expand on the previous research by investigating the antiviral potential of N-methylcytisine thio (mCy thio) derivatives against DENV, understanding the molecular mechanisms of antiviral activity for the active thio derivatives. The inhibitory assays on DENV-2-induced cytopathic effect and infectivity revealed that mCy thio derivatives 3 ((1R,5S)-3-methyl-1,2,3,4,5,6-hexahydro-8H-1,5-methanopyrido[1,2-a][1,5]diazocine-8-thione) and 6 ((1S,5R)-3-methyl-2-thioxo-1,2,3,4,5,6-hexahydro-8H-1,5-methanopyrido[1,2-a][1,5]diazocin-8-one) were identified as the active compounds against both DENV-1 and DENV-2. Derivative 6 displayed robust antiviral activity against DENV-2, with EC50 values ranging from 0.002 to 0.005 μM in different cell lines. Derivative 3 also exhibited significant antiviral activity against DENV-2. The study found that these compounds are effective at inhibiting DENV-2 at both the entry stage (including virus attachment) and post-entry stages of the viral life cycle. The study also investigated the inhibition of the DENV-2 NS2B-NS3 protease activity by these compounds. Derivative 6 demonstrated notably stronger inhibition compared to mCy thio 3, revealing its dual antiviral action at both the entry and post-entry stages. Molecular docking simulations indicated that mCy thio derivatives 3 and 6 bind to the domain I and III of the DENV E protein, as well as the active of NS2B-NS3 protease, suggesting their molecular interactions with the virus. The study demonstrates the antiviral efficacy of N-methylcytisine thio derivatives against DENV. It provides valuable insights into the potential interactions between these compounds and viral target proteins, which could be useful in the development of antiviral drugs for DENV.
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Affiliation(s)
- Chen-Sheng Lin
- Division of Gastroenterology, Kuang Tien General Hospital, No. 117, Shatian Rd, Shalu District, Taichung City 433, Taiwan
| | - Chih-Hao Lu
- Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University, Hsinchu City, Taiwan
| | - Tsai-Hsiu Lin
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung 40402, Taiwan; Department of Laboratory Medicine, China Medical University Hospital, Taichung 40402, Taiwan
| | - Yan-Tung Kiu
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung 40402, Taiwan
| | - Ju-Ying Kan
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung 40402, Taiwan; The Ph.D. Program of Biotechnology and Biomedical Industry, China Medical University, Taichung, Taiwan
| | - Yu-Jen Chang
- The Ph.D. Program of Biotechnology and Biomedical Industry, China Medical University, Taichung, Taiwan
| | - Ping-Yi Hung
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung 40402, Taiwan
| | - Alena V Koval'skaya
- Ufa Institute of Chemistry, Ufa Federal Research Centre of the Russian Academy of Sciences, 71 prosp. Oktyabrya, 450054 Ufa, Russian Federation
| | - Dmitry O Tsypyshev
- Ufa Institute of Chemistry, Ufa Federal Research Centre of the Russian Academy of Sciences, 71 prosp. Oktyabrya, 450054 Ufa, Russian Federation
| | - Inna P Tsypysheva
- Ufa Institute of Chemistry, Ufa Federal Research Centre of the Russian Academy of Sciences, 71 prosp. Oktyabrya, 450054 Ufa, Russian Federation.
| | - Cheng-Wen Lin
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung 40402, Taiwan; The Ph.D. Program of Biotechnology and Biomedical Industry, China Medical University, Taichung, Taiwan; Department of Medical Laboratory Science and Biotechnology, Asia University, Taichung41354, Taiwan.
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T. G. S, Siddiqui SA, Dubey KD. Unraveling key interactions and the mechanism of demethylation during hAGT-mediated DNA repair via simulations. Front Mol Biosci 2022; 9:975046. [PMID: 36188219 PMCID: PMC9515978 DOI: 10.3389/fmolb.2022.975046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022] Open
Abstract
Alkylating agents pose the biggest threat to the genomic integrity of cells by damaging DNA bases through regular alkylation. Such damages are repaired by several automated types of machinery inside the cell. O6-alkylguanine-DNA alkyltransferase (AGT) is an enzyme that performs the direct repair of an alkylated guanine base by transferring the alkyl group to a cysteine residue. In the present study, using extensive MD simulations and hybrid QM/MM calculations, we have investigated the key interactions between the DNA lesion and the hAGT enzyme and elucidated the mechanisms of the demethylation of the guanine base. Our simulation shows that the DNA lesion is electrostatically stabilized by the enzyme and the Arg135 of hAGT enzyme provides the main driving force to flip the damaged base into the enzyme. The QM/MM calculations show demethylation of the damaged base as a three-step process in a thermodynamically feasible and irreversible manner. Our calculations show that the final product forms via Tyr114 in a facile way in contrast to the previously proposed Lys-mediated route.
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Affiliation(s)
- Shruti T. G.
- Department of Life Sciences, School of Natural Sciences, Shiv Nadar Institution of Eminence Delhi-NCR, Uttar Pradesh, India
| | - Shakir Ali Siddiqui
- Department of Chemistry, School of Natural Sciences, Shiv Nadar Institution of Eminence Delhi-NCR, Uttar Pradesh, India
| | - Kshatresh Dutta Dubey
- Department of Chemistry, School of Natural Sciences, Shiv Nadar Institution of Eminence Delhi-NCR, Uttar Pradesh, India
- *Correspondence: Kshatresh Dutta Dubey,
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Tiwari G, Chauhan MS, Sharma D. Systematic In Silico Studies of Corticosteroids and Its Binding Affinities with Glucocorticoid Receptor for Covid-19 Treatment: Ab-Initio, Molecular Docking and MD Simulation Studies. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2092878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Gargi Tiwari
- Department of Physics, Patna University, Patna, India
| | | | - Dipendra Sharma
- Department of Physics, DDU Gorakhpur University, Gorakhpur, India
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Synthesis and antiviral evaluation of cytisine derivatives against dengue virus types 1 and 2. Bioorg Med Chem Lett 2021; 54:128437. [PMID: 34737087 DOI: 10.1016/j.bmcl.2021.128437] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/25/2021] [Accepted: 10/26/2021] [Indexed: 11/22/2022]
Abstract
Dengue virus (DENV) causes about 50-100 million cases per year worldwide. However, there is still a big challenge in developing antiviral drugs against DENV infection. Some derivatives of alkaloid (-)-cytisine, like other alkaloid analogs, have been proposed for their antiviral potential. This study investigated antiviral activity and mechanisms of the cytisine derivatives, and discovered the structure-activity relationship against DENV. The antiviral assays were performed using one strain of DENV1 and DENV2, and two cell lines Vero E6 and A549. The structure-activity relationship of the effective compounds was also evaluated using combination of time-of-addition/removal assay and molecular docking. Compounds 3, 4, 12 (N-allylcytisine-3-thiocarbamide), 16, and 20 exhibited the high antiviral activity with IC50 values of lower than 3 μM against DENV1 and DENV2. Of them, the derivative 12 showed the highest antiviral activities against DENV1 (IC50 = 0.14 μM) and DENV-2 (IC50 = <0.1 μM), exhibiting the potent inhibition on virus attachment and entry stages. Meanwhile, the compounds 4 and 20 had a strong inhibition at the post-entry stage (IC50 = <0.1 μM). A correlation between the experimental pIC50 values and predicted pKi calculated by docking of compounds into DENV E protein was significant, correlating with the impact of compound 12 on the attachment stage, but compounds 4, and 20 on post-entry stage. The results provided the insight into the directions of synthetic modifications of starting (-)-cytisine as the inhibitors of DENV E protein at attachment and entry stages of DENV life cycle.
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Siddiqui SA, Dubey KD. Can the local electric field be a descriptor of catalytic activity? A case study on chorismate mutase. Phys Chem Chem Phys 2021; 24:1974-1981. [PMID: 34757367 DOI: 10.1039/d1cp03978d] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The current theoretical perception of enzymatic activity is highly reliant on the determination of the activation energy of the reactions, which is often calculated using computationally demanding quantum mechanical calculations. With the ever-increasing use of bioengineering techniques that produce too many variants of the same enzyme, a fast and accurate way to study the relative efficiency of enzymes is currently in high demand. Here, we propose the local electric field (LEF) of the enzyme along the reaction axis as a descriptor for the enzymatic activity using the example of chorismate mutase in its native form and several variants (R90A, R90G, and R90K/C88S). The study shows a direct correlation between the calculated enzymatic EF and the enzymatic activity for all the complexes. MD simulations of the Michaelis complex and the transition state analog (TSA) show a stabilizing force on the TSA due to the enzymatic EF. QM/MM and QM-only DFT calculations in the presence of an external electric field (EEF) oriented along the reaction axis show that the electric field can interact with the dipole moment of the TS, thereby stabilizing it and thus lowering the activation energy.
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Affiliation(s)
- Shakir Ali Siddiqui
- Department of Chemistry, School of Natural Sciences, Shiv Nadar University, Delhi-NCR, 201314, India.
| | - Kshatresh Dutta Dubey
- Department of Chemistry, School of Natural Sciences, Shiv Nadar University, Delhi-NCR, 201314, India. .,Center for Informatics, Department of Chemistry, School of Natural Sciences, Shiv Nadar University, Delhi-NCR, 201314, India
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8
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Gallo FN, Enderle AG, Pardo LA, Leal ES, Bollini M. Challenges and perspectives in the discovery of dengue virus entry inhibitors. Curr Med Chem 2021; 29:719-740. [PMID: 34036904 DOI: 10.2174/0929867328666210521213118] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/01/2021] [Accepted: 03/03/2021] [Indexed: 11/22/2022]
Abstract
Dengue virus (DENV) disease has become one of the major challenges in public health. Currently, there is no antiviral treatment for this infection. Since human transmission occurs via mosquitoes of the Aedes genus, most efforts have been focused on controlling this vector. However, these control strategies have not been totally successful, as reflected in the increasing number of DENV infections per year, becoming an endemic disease in more than 100 countries worldwide. Consequently, the development of a safe antiviral agent is urgently needed. In this sense, rational design approaches have been applied in the development of antiviral compounds that inhibit one or more steps in the viral replication cycle. The entry of viruses into host cells is an early and specific stage of infection. Targeting either viral components or cellular protein targets is an affordable and effective strategy for therapeutic intervention of viral infections. This review provides an extensive overview of the small organic molecules, peptides, and inorganic moieties that have been tested so far as DENV entry direct-acting antiviral agents. The latest advances based on computer-aided drug design (CADD) strategies and traditional medicinal chemistry approaches in the design and evaluation of DENV virus entry inhibitors will be discussed. Furthermore, physicochemical drug properties such as solubility, lipophilicity, stability, and current results of pre-clinical and clinical studies will also be discussed in detail.
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Affiliation(s)
- Facundo N Gallo
- Centro de Investigaciones en Bionanociencias (CIBION), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz, 2390, Ciudad Autónoma de Buenos Aires, Argentina
| | - Ana G Enderle
- Laboratorio de Desarrollo Analítico y Quimiometría (LADAQ), Cátedra de Química Analítica I, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral-CONICET, Ciudad Universitaria, 3000, Santa Fe, Argentina
| | - Lucas A Pardo
- Department of Bioengineering, McGill University, 3480 University Street, Montreal, Canada
| | - Emilse S Leal
- Centro de Investigaciones en Bionanociencias (CIBION), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz, 2390, Ciudad Autónoma de Buenos Aires, Argentina
| | - Mariela Bollini
- Centro de Investigaciones en Bionanociencias (CIBION), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz, 2390, Ciudad Autónoma de Buenos Aires, Argentina
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Yadav S, Pandey V, Kumar Tiwari R, Ojha RP, Dubey KD. Does Antibody Stabilize the Ligand Binding in GP120 of HIV-1 Envelope Protein? Evidence from MD Simulation. Molecules 2021; 26:E239. [PMID: 33466381 PMCID: PMC7796314 DOI: 10.3390/molecules26010239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 12/21/2020] [Accepted: 12/21/2020] [Indexed: 11/16/2022] Open
Abstract
CD4-mimetic HIV-1 entry inhibitors are small sized molecules which imitate similar conformational flexibility, in gp120, to the CD4 receptor. However, the mechanism of the conformational flexibility instigated by these small sized inhibitors is little known. Likewise, the effect of the antibody on the function of these inhibitors is also less studied. In this study, we present a thorough inspection of the mechanism of the conformational flexibility induced by a CD4-mimetic inhibitor, NBD-557, using Molecular Dynamics Simulations and free energy calculations. Our result shows the functional importance of Asn425 in substrate induced conformational dynamics in gp120. The MD simulations of Asn425Gly mutant provide a less dynamic gp120 in the presence of NBD-557 without incapacitating the binding enthalpy of NBD-557. The MD simulations of complexes with the antibody clearly show the enhanced affinity of NBD-557 due to the presence of the antibody, which is in good agreement with experimental Isothermal Titration Calorimetry results (Biochemistry2006, 45, 10973-10980).
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Affiliation(s)
- Shalini Yadav
- Center of Informatics and Department of Chemistry, School of Natural Sciences, Shiv Nadar University, Uttar Pradesh 201314, India;
| | - Vishnudatt Pandey
- Department of Physics, Deen Dayal Upadhyay Gorakhpur University, Uttar Pradesh 273009, India; (V.P.); (R.K.T.); (R.P.O.)
| | - Rakesh Kumar Tiwari
- Department of Physics, Deen Dayal Upadhyay Gorakhpur University, Uttar Pradesh 273009, India; (V.P.); (R.K.T.); (R.P.O.)
| | - Rajendra Prasad Ojha
- Department of Physics, Deen Dayal Upadhyay Gorakhpur University, Uttar Pradesh 273009, India; (V.P.); (R.K.T.); (R.P.O.)
| | - Kshatresh Dutta Dubey
- Center of Informatics and Department of Chemistry, School of Natural Sciences, Shiv Nadar University, Uttar Pradesh 201314, India;
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Arumugam AC, Agharbaoui FE, Khazali AS, Yusof R, Abd Rahman N, Ahmad Fuaad AAH. Computational-aided design: minimal peptide sequence to block dengue virus transmission into cells. J Biomol Struct Dyn 2020; 40:5026-5035. [PMID: 33382015 DOI: 10.1080/07391102.2020.1866074] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Dengue virus (DV) infection is one of the main public health concerns, affecting approximately 390 million people worldwide, as reported by the World Health Organization. Yet, there is no antiviral treatment for DV infection. Therefore, the development of potent and nontoxic anti-DV, as a complement for the existing treatment strategies, is urgently needed. Herein, we investigate a series of small peptides inhibitors of DV antiviral activity targeting the entry process as the promising strategy to block DV infection. The peptides were designed based on our previously reported peptide sequence, DN58opt (TWWCFYFCRRHHPFWFFYRHN), to identify minimal effective inhibitory sequence through molecular docking and dynamics studies. The in silico designed peptides were synthesized using conventional Fmoc solid-phase peptide synthesis chemistry, purified by RP-HPLC and characterized using LCMS. Later, they were screened for their antiviral activity. One of the peptides, AC 001, was able to reduce about 40% of DV plaque formation. This observation correlates well with the molecular mechanics-Poisson-Boltzmann surface area (MM-PBSA) analysis - AC 001 showed the most favorable binding affinity through 60 ns simulations. Pairwise residue decomposition analysis has revealed four key residues that contributed to the binding of these peptides into the DV2 E protein pocket. This work identifies the minimal peptide sequence required to inhibit DV replication and explains the behavior observed on an atomic level using computational study.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Aathe Cangaree Arumugam
- Faculty of Science, Department of Chemistry, DDDRG, Universiti Malaya, Kuala Lumpur, Malaysia
| | | | - Ahmad Suhail Khazali
- Faculty of Medicine, Department of Molecular Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.,Faculty of Applied Sciences, Universiti Teknologi Mara, Arau, Perlis, Malaysia
| | - Rohana Yusof
- Faculty of Medicine, Department of Molecular Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Noorsaadah Abd Rahman
- Faculty of Science, Department of Chemistry, DDDRG, Universiti Malaya, Kuala Lumpur, Malaysia
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Structure-based screening and validation of potential dengue virus inhibitors through classical and QM/MM affinity estimation. J Mol Graph Model 2019; 90:128-143. [PMID: 31082639 DOI: 10.1016/j.jmgm.2019.04.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 04/19/2019] [Accepted: 04/19/2019] [Indexed: 11/22/2022]
Abstract
The recurrent outbreaks of dengue virus around the globe represent a huge challenge for governments and public health organizations. With the rapid growth and ease of transportation, dengue disease continues to spread, placing more of the world population under constant threat. Despite decades of research efforts, no effective small molecule antivirals are available against dengue virus. With the efficacy of the recently developed vaccine to be determined, there is an urgent unmet need for small molecule dengue virus treatments. In the current study, we employed state-of-the-art molecular modelling simulations to identify novel inhibitors of the dengue virus envelope protein. The binding modes of all compounds within the conserved β-OctylGlucoside (β-OG) pocket were studied using a combination of docking, molecular dynamics simulations and binding free energy calculations. Here, we describe ten new compounds that significantly reduce production of dengue virus as determined using standard cell-based virological assays. Moreover, we present a comprehensive structural analysis of the identified hits, focusing on their electrostatic and lipophilic binding energy contributions. Finally, we highlight the effect of the desolvation penalty in limiting the activity of some of these compounds. The data presented here paves the way toward rationally designing selective and potent novel inhibitors against dengue virus.
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Srivarangkul P, Yuttithamnon W, Suroengrit A, Pankaew S, Hengphasatporn K, Rungrotmongkol T, Phuwapraisirisan P, Ruxrungtham K, Boonyasuppayakorn S. A novel flavanone derivative inhibits dengue virus fusion and infectivity. Antiviral Res 2018; 151:27-38. [PMID: 29360474 DOI: 10.1016/j.antiviral.2018.01.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 10/10/2017] [Accepted: 01/17/2018] [Indexed: 01/24/2023]
Abstract
Dengue infection is a global burden affecting millions of world population. Previous studies indicated that flavanones were potential dengue virus inhibitors. We discovered that a novel flavanone derivative, 5-hydroxy-7-methoxy-6-methylflavanone (FN5Y), inhibited DENV2 pH-dependent fusion in cell-based system with strong binding efficiency to DENV envelope protein at K (P83, L107, K128, L198), K' (T48, E49, A50, L198, Q200, L277), X' (Y138, V354, I357), and Y' (V97, R99, N103, K246) by molecular dynamic simulation. FN5Y inhibited DENV2 infectivity with EC50s (and selectivity index) of 15.99 ± 5.38 (>6.25), and 12.31 ± 1.64 (2.23) μM in LLC/MK2 and Vero cell lines, respectively, and inhibited DENV4 at 11.70 ± 6.04 (>8.55) μM. CC50s in LLC/MK2, HEK-293, and HepG2 cell lines at 72 h were higher than 100 μM. Time-of-addition study revealed that the maximal efficacy was achieved at early after infection corresponded with pH-dependent fusion. Inactivating the viral particle, interfering with cellular receptors, inhibiting viral protease, or the virus replication complex were not major targets of this compound. FN5Y could become a potent anti-flaviviral drug and can be structurally modified for higher potency using simulation to DENV envelope as a molecular target.
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Affiliation(s)
- Pimsiri Srivarangkul
- Department of Biology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Wanchalerm Yuttithamnon
- Department of Biology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Aphinya Suroengrit
- Graduate Program, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Saran Pankaew
- Department of Biology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Kowit Hengphasatporn
- Bioinformatics and Computational Biology Program, Graduated School, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Thanyada Rungrotmongkol
- Bioinformatics and Computational Biology Program, Graduated School, Chulalongkorn University, Bangkok, 10330, Thailand; Structural and Computational Biology Research Group, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | | | - Kiat Ruxrungtham
- Chula Vaccine Research Center (Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Siwaporn Boonyasuppayakorn
- Chula Vaccine Research Center (Chula VRC), Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand; Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
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Wang C, Greene D, Xiao L, Qi R, Luo R. Recent Developments and Applications of the MMPBSA Method. Front Mol Biosci 2018; 4:87. [PMID: 29367919 PMCID: PMC5768160 DOI: 10.3389/fmolb.2017.00087] [Citation(s) in RCA: 332] [Impact Index Per Article: 55.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 11/30/2017] [Indexed: 12/23/2022] Open
Abstract
The Molecular Mechanics Poisson-Boltzmann Surface Area (MMPBSA) approach has been widely applied as an efficient and reliable free energy simulation method to model molecular recognition, such as for protein-ligand binding interactions. In this review, we focus on recent developments and applications of the MMPBSA method. The methodology review covers solvation terms, the entropy term, extensions to membrane proteins and high-speed screening, and new automation toolkits. Recent applications in various important biomedical and chemical fields are also reviewed. We conclude with a few future directions aimed at making MMPBSA a more robust and efficient method.
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Affiliation(s)
- Changhao Wang
- Chemical and Materials Physics Graduate Program, University of California, Irvine, Irvine, CA, United States
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Physics and Astronomy, University of California, Irvine, Irvine, CA, United States
| | - D'Artagnan Greene
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Li Xiao
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States
| | - Ruxi Qi
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Ray Luo
- Chemical and Materials Physics Graduate Program, University of California, Irvine, Irvine, CA, United States
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States
- Department of Chemical Engineering and Materials Science, University of California, Irvine, Irvine, CA, United States
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