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Exploring potential therapeutic candidates against COVID-19: a molecular docking study

Haque et al., Discover Molecules, doi:10.1007/s44345-024-00005-5
Nov 2024  
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In Silico study showing potential inhibition of SARS-CoV-2 proteins by various compounds including dactinomycin, itraconazole, ivermectin, vitamin D, quercetin, curcumin, montelukast, bromhexine, hesperidin, EGCG and raloxifene. Authors performed molecular docking of 31 compounds against 6 SARS-CoV-2 proteins: spike protein, main protease, RNA-dependent RNA polymerase, papain-like protease, helicase, and nucleocapsid protein. Dactinomycin and itraconazole showed the highest binding affinity for the spike protein, while EGCG, hesperidin, ivermectin and raloxifene showed strong binding to other viral proteins.
Haque et al., 21 Nov 2024, peer-reviewed, 3 authors. Contact: sukanta999bhadra@gmail.com.
In Silico studies are an important part of preclinical research, however results may be very different in vivo.
This PaperAzithromycinAll
Exploring potential therapeutic candidates against COVID-19: a molecular docking study
S K Erfanul Haque, Sukanta Bhadra, Nishith Kumar Pal
Discover Molecules, doi:10.1007/s44345-024-00005-5
The COVID-19 pandemic, caused by SARS-CoV-2, has made it urgently necessary to develop effective therapeutic options, and in recent years, computational biological tool assisted to achieve this goal. We conducted MD simulations using six SARS-CoV-2 proteins and 31 ligands to identify possible inhibitors as well as evaluate the binding efficiency of them. Post simulation study showed that 6VSB-Dactinomycin complex reveals the most stable binding, protein flexibility, and robust structural integrity, making it a promising model for therapeutic studies. Our study assessed the therapeutic potential of antiviral candidates against covid-19 virus using computational and experimental method, including the flexibility and stability of twelve docked protein-ligand complexes using normal mode analysis (NMA) and molecular dynamics (MD) simulations. After MD simulation, Dactinomycin and Ivermectin showed significant deformability and high binding affinities for Spike protein and RNA-dependent RNA polymerase, respectively. Remarkably, Dactinomycin showed greater binding to the Helicase protein, but Hesperidin and Epigallocatechin gallate (EGCG) exhibited encouraging interactions with the Nucleocapsid protein and Main protease. Analysis of docking experiments and ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) showed the toxicity profiles and binding affinity of various drugs with key viral proteins. Toxicity of major drugs exhibited low to moderate although Dactinomycin, Ivermectin and vitamin-D exhibited higher degree of toxicity. Carcinogenicity observed in Quercetin, Baricitinib, Luteolin, Berberine, and Favipiravir while hepatotoxicity was not found in most case. Although EGCG and Hesperidin exhibit potential, more studies are required to evaluate effectiveness against approved drugs such as Remdesivir. This integrated approach shows that an integration of computational predictions with experimental data can help to support the development of antiviral drugs by adding novel perspectives in the safety profiles and efficiency of potential drugs.
Author contributions E.H. wrote the main manuscript text and prepared all figures. S. B. prepared figures, revised and supervised and N.K conceptualized the work. All authors reviewed the manuscript. Declarations Competing Interests The authors declare no competing interests. Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http:// creat iveco mmons. org/ licen ses/ by-nc-nd/4. 0/. Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Safety and efficacy of ivermectin for the prevention and ' 'treatment of covid-19: a double-blinded randomized placebo-controlled ' 'study. Antibiotics. 2022;11(6):796. ' 'https://doi.org/10.3390/antibiotics11060796.', 'journal-title': 'Antibiotics'}, { 'issue': '11', 'key': '5_CR63', 'doi-asserted-by': 'publisher', 'first-page': '8478', 'DOI': '10.3390/molecules15118478', 'volume': '15', 'author': 'Y Chen', 'year': '2010', 'unstructured': 'Chen Y, Jia X, Chen J, Wang J, Hu M. The pharmacokinetics of raloxifene ' 'and its interaction with apigenin in rat. Molecules. ' '2010;15(11):8478–87. https://doi.org/10.3390/molecules15118478.', 'journal-title': 'Molecules'}, { 'issue': '14', 'key': '5_CR64', 'doi-asserted-by': 'publisher', 'first-page': '5550', 'DOI': '10.1021/jf800105c', 'volume': '56', 'author': 'YM Li', 'year': '2008', 'unstructured': 'Li YM, Li XM, Li GM, Du WC, Zhang J, Li WX, Xu J, Hu M, Zhu Z. In vivo ' 'pharmacokinetics of hesperidin are affected by treatment with ' 'glucosidase-like BglA protein isolated from yeasts. J Agric Food Chem. ' '2008;56(14):5550–7. https://doi.org/10.1021/jf800105c.', 'journal-title': 'J Agric Food Chem'}, { 'issue': '7', 'key': '5_CR65', 'doi-asserted-by': 'publisher', 'first-page': '911', 'DOI': '10.1517/17425255.2013.794785', 'volume': '9', 'author': 'J Lestner', 'year': '2013', 'unstructured': 'Lestner J, Hope WW. Itraconazole: an update on pharmacology and clinical ' 'use for treatment of invasive and allergic fungal infections. Expert ' 'Opin Drug Metab Toxicol. 2013;9(7):911–26. ' 'https://doi.org/10.1517/17425255.2013.794785.', 'journal-title': 'Expert Opin Drug Metab Toxicol'}, { 'issue': '6', 'key': '5_CR66', 'doi-asserted-by': 'publisher', 'first-page': '815', 'DOI': '10.3390/pharmaceutics13060815', 'volume': '13', 'author': 'B Costa', 'year': '2021', 'unstructured': 'Costa B, Vale N. A review of repurposed cancer drugs in clinical trials ' 'for potential treatment of COVID-19. Pharmaceutics. 2021;13(6):815. ' 'https://doi.org/10.3390/pharmaceutics13060815.', 'journal-title': 'Pharmaceutics'}, { 'issue': '1', 'key': '5_CR67', 'doi-asserted-by': 'publisher', 'first-page': '401', 'DOI': '10.1128/JVI.29.1.401-404.1979', 'volume': '29', 'author': 'DA Kennedy', 'year': '1979', 'unstructured': 'Kennedy DA, Johnson-Lussenburg CM. Inhibition of coronavirus 229E ' 'replication by actinomycin D. J Virol. 1979;29(1):401–4. ' 'https://doi.org/10.1128/JVI.29.1.401-404.1979.', 'journal-title': 'J Virol'}, { 'key': '5_CR68', 'doi-asserted-by': 'publisher', 'DOI': '10.1016/j.bioorg.2020.104488', 'volume': '106', 'author': 'PN Batalha', 'year': '2021', 'unstructured': 'Batalha PN, Forezi LSM, Lima CGS, Pauli FP, Boechat FCS, de Souza MCBV, ' 'Cunha AC, Ferreira VF, da Silva FC. Drug repurposing for the treatment ' 'of COVID-19: pharmacological aspects and synthetic approaches. Bioorg ' 'Chem. 2021;106: 104488. https://doi.org/10.1016/j.bioorg.2020.104488.', 'journal-title': 'Bioorg Chem'}], 'container-title': 'Discover Molecules', 'original-title': [], 'language': 'en', 'link': [ { 'URL': 'https://link.springer.com/content/pdf/10.1007/s44345-024-00005-5.pdf', 'content-type': 'application/pdf', 'content-version': 'vor', 'intended-application': 'text-mining'}, { 'URL': 'https://link.springer.com/article/10.1007/s44345-024-00005-5/fulltext.html', 'content-type': 'text/html', 'content-version': 'vor', 'intended-application': 'text-mining'}, { 'URL': 'https://link.springer.com/content/pdf/10.1007/s44345-024-00005-5.pdf', 'content-type': 'application/pdf', 'content-version': 'vor', 'intended-application': 'similarity-checking'}], 'deposited': { 'date-parts': [[2024, 11, 21]], 'date-time': '2024-11-21T16:14:53Z', 'timestamp': 1732205693000}, 'score': 1, 'resource': {'primary': {'URL': 'https://link.springer.com/10.1007/s44345-024-00005-5'}}, 'subtitle': [], 'short-title': [], 'issued': {'date-parts': [[2024, 11, 21]]}, 'references-count': 68, 'journal-issue': {'issue': '1', 'published-online': {'date-parts': [[2024, 12]]}}, 'alternative-id': ['5'], 'URL': 'http://dx.doi.org/10.1007/s44345-024-00005-5', 'relation': {}, 'ISSN': ['3004-9350'], 'subject': [], 'container-title-short': 'Discov Mol', 'published': {'date-parts': [[2024, 11, 21]]}, 'assertion': [ { 'value': '9 May 2024', 'order': 1, 'name': 'received', 'label': 'Received', 'group': {'name': 'ArticleHistory', 'label': 'Article History'}}, { 'value': '11 November 2024', 'order': 2, 'name': 'accepted', 'label': 'Accepted', 'group': {'name': 'ArticleHistory', 'label': 'Article History'}}, { 'value': '21 November 2024', 'order': 3, 'name': 'first_online', 'label': 'First Online', 'group': {'name': 'ArticleHistory', 'label': 'Article History'}}, {'order': 1, 'name': 'Ethics', 'group': {'name': 'EthicsHeading', 'label': 'Declarations'}}, { 'value': 'The authors declare no competing interests.', 'order': 2, 'name': 'Ethics', 'group': {'name': 'EthicsHeading', 'label': 'Competing Interests'}}], 'article-number': '5'}
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Please send us corrections, updates, or comments. c19early involves the extraction of 100,000+ datapoints from thousands of papers. Community updates help ensure high accuracy. Treatments and other interventions are complementary. All practical, effective, and safe means should be used based on risk/benefit analysis. No treatment or intervention is 100% available and effective for all current and future variants. We do not provide medical advice. Before taking any medication, consult a qualified physician who can provide personalized advice and details of risks and benefits based on your medical history and situation. FLCCC and WCH provide treatment protocols.
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