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Das D, Mallick B, Sinha S, Ganguli S, Samanta D, Banerjee R, Roy D. Unearthing the inhibitory potential of phytochemicals from Lawsonia inermis L. and some drugs against dengue virus protein NS1: an in silico approach. J Biomol Struct Dyn 2025; 43:3449-3466. [PMID: 38157248 DOI: 10.1080/07391102.2023.2298730] [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: 06/22/2023] [Accepted: 12/18/2023] [Indexed: 01/03/2024]
Abstract
Dengue has received the status of an epidemic and endemic disease, with countless number of infections every year. Due to the unreliability of vaccines and non-specificity of drugs, it becomes necessary to find plant-based alternatives, with less harmful side effects. Lawsonia inermis L., is the sole source of dye, Mehendi. The rich repertoire of phytochemicals makes it useful, medicinally. The main objectives of the study are to explore the anti-dengue properties of the phytochemicals from Lawsonia inermis, and to shortlist potential candidates in curing the disease. Phytochemicals from the plant, and a set of drugs were screened and docked against NS1 protein, a less explored drug target, needed for maintenance of virus life cycle. Ligand screening and docking analysis concluded gallic acid, and chlorogenic acid to be good candidates, exhibiting high binding affinity and extensive interactions with the protein. From among the shortlisted drugs, only Vibegron showed effective binding affinity with NS1 protein with zero violations to the Lipinski's Rule of 5. Molecular dynamic simulations, executed for a time period of 100 nanoseconds, reveal the performance of a ligand within a solvated system. Chlorogenic and gallic acid, formed more stable and compact complexes with protein, with stable energy parameters and strong binding affinity. This was further validated with snapshots taken every 50 nanoseconds, showing no change in binding site between the ligand and protein, within the stipulated time frame. It was interesting to see that, a phenol (chlorogenic acid), served as a better drug candidate, against the NS1 protein.
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Affiliation(s)
- Debapriya Das
- Post Graduate Department of Botany, Lady Brabourne College, Kolkata, India
| | - Bidisha Mallick
- Post Graduate Department of Botany, Lady Brabourne College, Kolkata, India
| | - Suchita Sinha
- Post Graduate Department of Botany, Lady Brabourne College, Kolkata, India
| | - Sayak Ganguli
- Post Graduate Department of Biotechnology, St. Xaviers' College (Autonomous), Kolkata, India
| | - Dipu Samanta
- Department of Botany, Dr. Kanailal Bhattacharyya College, Howrah, India
| | - Rajat Banerjee
- Dr. BC Chandra Guha Centre for Genetic Engineering and Biotechnology, University of Calcutta, Kolkata, India
| | - Debleena Roy
- Post Graduate Department of Botany, Lady Brabourne College, Kolkata, India
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Roney M, Issahaku AR, Huq AKMM, Sapari S, Abdul Razak FI, Wilhelm A, Zamri NB, Sharmin S, Islam MR, Mohd Aluwi MFF. In Silico Exploration of Isoxazole Derivatives of Usnic Acid: Novel Therapeutic Prospects Against α-Amylase for Diabetes Treatment. Cell Biochem Biophys 2024; 82:3351-3366. [PMID: 39020086 DOI: 10.1007/s12013-024-01419-1] [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: 06/21/2024] [Accepted: 07/10/2024] [Indexed: 07/19/2024]
Abstract
Diabetes mellitus (DM) a metabolic disorder characterized by high blood sugar levels causing damage to various organs over time. Current anti-diabetic drugs have limitations and side effects, prompting a search for new inhibitors targeting the α-amylase enzyme. This study aims to discover such inhibitors from thirty isoxazole derivatives of usnic acid using in silico approaches. The potential inhibitory effects of compounds were investigated using ADMET, molecular docking, molecular dynamic simulation, principal component analysis and density functional theory studies. ADMET analysis exhibited a wide range of physicochemical, pharmacokinetic, and drug-like qualities with no significant side effects which were then investigated using molecular docking experiment to determine the lead compound with the best binding affinity for the α-amylase enzyme. All compounds showed good binding affinity against α-amylase enzyme (-7.9 to -9.2 kcal/mol) where compound-13 showed the best binding affinity of -9.2 kcal/mol forming hydrogen bonds with Leu162, Tyr62, Glu233 and Asp300 amino acids. Furthermore, the binding posture and the stability of the compound-13-α-amylase enzyme complex was confirmed by molecular dynamic simulation experiment. Moreover, compound-13 showed binding energy value of -27.92 ± 5.61 kcal/mol, which indicated it could be an α-amylase inhibitor. Additionally, the reactivity of compound-13 was further confirmed by density functional theory analysis. The above findings suggest compound-13 to be a potential α-amylase inhibitor in DM. And setting the stage for further in vitro and in vivo experimental validation.
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Affiliation(s)
- Miah Roney
- Faculty of Industrial Sciences and Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Kuantan, Pahang, Malaysia
- Centre for Bio-aromatic Research, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Kuantan, Pahang, Malaysia
| | - Abdul Rashid Issahaku
- Department of Chemistry, University of the Free State, 205 Nelson Mandela Avenue, Bloemfontein, 9301, South Africa
| | - A K M Moyeenul Huq
- Centre for Drug and Herbal Development, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz-50300, Kuala Lumpur, Malaysia
| | - Suhaila Sapari
- Department of Chemistry, Faculty of Science, University Technology of Malaysia, Skudai, 81310, Johor Bahru, Johor, Malaysia
| | - Fazira Ilyana Abdul Razak
- Department of Chemistry, Faculty of Science, University Technology of Malaysia, Skudai, 81310, Johor Bahru, Johor, Malaysia
| | - Anke Wilhelm
- Department of Chemistry, University of the Free State, 205 Nelson Mandela Avenue, Bloemfontein, 9301, South Africa
| | - Normaiza Binti Zamri
- Faculty of Industrial Sciences and Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Kuantan, Pahang, Malaysia
| | - Sabrina Sharmin
- School of Pharmacy, BRAC University, 66 Mohakhali, Dhaka, 1212, Bangladesh
| | - Md Rabiul Islam
- School of Pharmacy, BRAC University, 66 Mohakhali, Dhaka, 1212, Bangladesh
| | - Mohd Fadhlizil Fasihi Mohd Aluwi
- Faculty of Industrial Sciences and Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Kuantan, Pahang, Malaysia.
- Centre for Bio-aromatic Research, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Kuantan, Pahang, Malaysia.
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Mufti IU, Ain QU, Malik A, Shahid I, Alzahrani AR, Ijaz B, Rehman S. Exploring antiviral activity of Betanin and Glycine Betaine against dengue virus type-2 in transfected Hela cells. Microb Pathog 2024; 195:106894. [PMID: 39214424 DOI: 10.1016/j.micpath.2024.106894] [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: 04/16/2024] [Revised: 08/17/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Dengue virus (DENV) infection is a worldwide public health concern infecting approximately 400 million individuals and about 40,000 mortalities yearly. Despite this, no licensed or readily available antiviral medication is currently available specifically for DENV infection, and therapy is typically symptomatic. Therefore, the objective of the study was to investigate the antiviral activity of Beta vulgaris L. phytoconstituents against DENV-2 targeting NS3 protein. The antiviral activity of phytochemicals was examined through virtual ligand-based screening, antiviral inhibition and dosage response assays, western blotting analysis and MD simulations. We conducted toxicological, and pharmacokinetic analysis to assess plant-based natural compound's efficacy, safety, and non-toxic doses. Molecular docking and MD simulation results revealed that the nonstructural protein-3 (NS3) might prove as a funamental target for Betanin and Glycine Betaine against Dengue virus. Betanin and Glycine betaine were initially studied for their non-toxic doses in HeLa, CHO, and Vero cells via MTT assay. HeLa cells were transiently transfected with cloned vector pcDNA3.1/Zeo(+)/DENV-2 NS3 along with non-toxic doses (80 μM-10 μM) of selected phytochemicals. The dose-response assay illustrated downregulated expression of DENV-2 NS3 gene after administration of Betanin (IC50 = 4.35 μM) and Glycine Betaine (IC50 = 4.49 μM). Dose response analysis of Betanin (80 μM-10 μM) depicted the significant inhibition of NS3 protein expression as well. These results suggested downregulated expression of DENV-2 NS3 at mRNA and protein level portraying the DENV replication inhibition. Based on our study findings, NS3 protease is depicted as distinctive DENV-2 inhibitor target. We will channel our study further into in vitro characterization employing the mechanistic study to understand the role of host factors in anti-flavi therapeutic.
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Affiliation(s)
- Isra Umbreen Mufti
- Department of Biosciences, COMSATS University Islamabad (CUI), Park Road, Islamabad, 45550, Pakistan
| | - Qurrat Ul Ain
- Department of Biosciences, COMSATS University Islamabad (CUI), Park Road, Islamabad, 45550, Pakistan; Department of Medical Laboratory Technology, The Islamia University of Bahawalpur, Bahawalpur, 63100, Pakistan
| | - Ayesha Malik
- Center of Excellence in Molecular Biology, University of the Punjab, 87 West Canal Rd, Thoker Niaz Baig, Lahore, Punjab, 53700, Pakistan
| | - Imran Shahid
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, AlAbidiyah, P.O. Box 13578, Makkah, 21955, Saudi Arabia
| | - Abdullah R Alzahrani
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, AlAbidiyah, P.O. Box 13578, Makkah, 21955, Saudi Arabia
| | - Bushra Ijaz
- Center of Excellence in Molecular Biology, University of the Punjab, 87 West Canal Rd, Thoker Niaz Baig, Lahore, Punjab, 53700, Pakistan.
| | - Sidra Rehman
- Department of Biosciences, COMSATS University Islamabad (CUI), Park Road, Islamabad, 45550, Pakistan.
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Rani AC, Kalaimathi K, Jayasree S, Prabhu S, Vijayakumar S, Ramasubbu R, Priya NS. Exploring the Drug Potential of Phytochemicals as a Novel Therapeutic Drug Candidate for Herpesvirus: An In-silico Evaluation. CHEMISTRY AFRICA 2022. [DOI: 10.1007/s42250-022-00529-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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