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Muzaffar-Ur-Rehman M, Chougule KS, Chandu A, Kuthe PV, Garg M, Sankaranarayanan M, Vasan SS. In silico evaluation of bisphosphonates identifies leading candidates for SARS-CoV-2 RdRp inhibition. J Mol Graph Model 2025; 136:108939. [PMID: 39799876 DOI: 10.1016/j.jmgm.2024.108939] [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: 03/21/2024] [Revised: 11/22/2024] [Accepted: 12/30/2024] [Indexed: 01/15/2025]
Abstract
The novel coronavirus disease (COVID-19) pandemic has resulted in 777 million confirmed cases and over 7 million deaths worldwide, with insufficient treatment options. Innumerable efforts are being made around the world for faster identification of therapeutic agents to treat the deadly disease. Post Acute Sequelae of SARS-CoV-2 infection or COVID-19 (PASC), also called Long COVID, is still being understood and lacks treatment options as well. A growing list of drugs are being suggested by various in silico, in vitro and ex vivo models, however currently only two treatment options are widely used: the RNA-dependent RNA polymerase (RdRp) inhibitor remdesivir, and the main protease inhibitor nirmatrelvir in combination with ritonavir. Computational drug development tools and in silico studies involving molecular docking, molecular dynamics, entropy calculations and pharmacokinetics can be useful to identify new targets to treat COVID-19 and PASC, as shown in this work and our recent paper that identified alendronate as a promising candidate. In this study, we have investigated all bisphosphonates (BPs) on the ChEMBL database which can bind competitively to nidovirus RdRp-associated nucleotidyl (NiRAN) transferase domain, and systematically down selected seven candidates (CHEMBL608526, CHEMBL196676, CHEMBL164344, CHEMBL4291724, CHEMBL4569308, CHEMBL387132, CHEMBL98211), two of which closely resemble the approved drugs minodronate and zoledronate. This work and our recent paper together provide an in silico mechanistic explanation for alendronate and zoledronate users having dramatically reduced odds of SARS-CoV-2 testing, COVID-19 diagnosis, and COVID-19-related hospitalizations, and indicate that similar observational studies in Japan with minodronate could be valuable.
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Affiliation(s)
| | | | - Ala Chandu
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, 333031, India
| | | | - Mohit Garg
- Department of Chemical Engineering, Birla Institute of Technology and Science, Pilani, 333031, India
| | | | - Seshadri S Vasan
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia; Department of Health Sciences, University of York, York, YO10 5DD, UK.
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Nguyen C, Saint-Pol J, Dib S, Pot C, Gosselet F. 25-Hydroxycholesterol in health and diseases. J Lipid Res 2024; 65:100486. [PMID: 38104944 PMCID: PMC10823077 DOI: 10.1016/j.jlr.2023.100486] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/02/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023] Open
Abstract
Cholesterol is an essential structural component of all membranes of mammalian cells where it plays a fundamental role not only in cellular architecture, but also, for example, in signaling pathway transduction, endocytosis process, receptor functioning and recycling, or cytoskeleton remodeling. Consequently, intracellular cholesterol concentrations are tightly regulated by complex processes, including cholesterol synthesis, uptake from circulating lipoproteins, lipid transfer to these lipoproteins, esterification, and metabolization into oxysterols that are intermediates for bile acids. Oxysterols have been considered for long time as sterol waste products, but a large body of evidence has clearly demonstrated that they play key roles in central nervous system functioning, immune cell response, cell death, or migration and are involved in age-related diseases, cancers, autoimmunity, or neurological disorders. Among all the existing oxysterols, this review summarizes basic as well as recent knowledge on 25-hydroxycholesterol which is mainly produced during inflammatory or infectious situations and that in turn contributes to immune response, central nervous system disorders, atherosclerosis, macular degeneration, or cancer development. Effects of its metabolite 7α,25-dihydroxycholesterol are also presented and discussed.
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Affiliation(s)
- Cindy Nguyen
- UR 2465, Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Univ. Artois, Lens, France
| | - Julien Saint-Pol
- UR 2465, Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Univ. Artois, Lens, France
| | - Shiraz Dib
- UR 2465, Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Univ. Artois, Lens, France
| | - Caroline Pot
- Department of Clinical Neurosciences, Laboratories of Neuroimmunology, Service of Neurology and Neuroscience Research Center, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Fabien Gosselet
- UR 2465, Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Univ. Artois, Lens, France.
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Alzahrani OR, Alanazi AD, Kareinen L, Hawsawi YM, Alhadrami HA, Khogeer AA, Alatwi HE, Alharbi AA, Sironen T, Vapalahti O, Hepojoki J, Zakham F. Clinical and Serological Findings of COVID-19 Participants in the Region of Makkah, Saudi Arabia. Diagnostics (Basel) 2022; 12:1725. [PMID: 35885629 PMCID: PMC9318194 DOI: 10.3390/diagnostics12071725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 06/30/2022] [Accepted: 07/11/2022] [Indexed: 11/17/2022] Open
Abstract
Makkah in Saudi Arabia hosts the largest annual religious event in the world. Despite the many strict rules enacted, including Hajj cancellation, city lockdowns, and social distancing, the region has the second highest number of new COVID-19 cases in Saudi Arabia. Public health interventions that identify, isolate, and manage new cases could slow the infection rate. While RT-PCR is the current gold standard in SARS-CoV-2 identification, it yields false positive and negative results, which mandates the use of complementary serological tests. Here, we report the utility of serological assays during the acute phase of individuals with moderate and severe clinical manifestations of SARS-CoV-2 (COVID19). Fifty participants with positive RT-PCR results for SARS-CoV-2 were enrolled in this study. Following RT-PCR diagnosis, serum samples from the same participants were analyzed using in-house ELISA (IgM, IgA, and IgG) and microneutralization test (MNT) for the presence of antibodies. Of the 50 individuals analyzed, 43 (86%) showed a neutralizing antibody titer of ≥20. Univariate analysis with neutralizing antibodies as a dependent variable and the degree of disease severity and underlying medical conditions as fixed factors revealed that patients with no previous history of non-communicable diseases and moderate clinical manifestation had the strongest neutralizing antibody response "Mean: 561.11". Participants with severe symptoms and other underlying disorders, including deceased individuals, demonstrated the lowest neutralizing antibody response. Anti-spike protein antibody responses, as measured by ELISA, showed a statistically significant correlation with neutralizing antibodies. This reinforces the speculation that serological assays complement molecular testing for diagnostics; however, patients' previous medical history (anamnesis) should be considered in interpreting serological results.
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Affiliation(s)
- Othman R. Alzahrani
- Department of Biology, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia; (O.R.A.); (H.E.A.)
- Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia;
| | - Abdullah D. Alanazi
- Department of Biological Sciences, Faculty of Science and Humanities, Shaqra University, P.O. Box 1040, Ad-Dawadimi 11911, Saudi Arabia;
| | - Lauri Kareinen
- Department of Virology, Medicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; (L.K.); (T.S.); (O.V.); (J.H.)
- Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, 00014 Helsinki, Finland
| | - Yousef M. Hawsawi
- Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 40047, Jeddah 21499, Saudi Arabia;
- College of Medicine, Al-Faisal University, P.O. Box 50927, Riyadh 11533, Saudi Arabia
| | - Hani A. Alhadrami
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, P.O. Box 80402, Jeddah 21589, Saudi Arabia;
- Special Infectious Agent Unit, King Fahd Medical Research Centre, King Abdulaziz University, P.O. Box 80402, Jeddah 21589, Saudi Arabia
| | - Asim A. Khogeer
- Plan and Research Department, General Directorate of Health Affairs Makkah Region, MOH, Mecca 24321, Saudi Arabia;
| | - Hanan E. Alatwi
- Department of Biology, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia; (O.R.A.); (H.E.A.)
- Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia;
| | - Amnah A. Alharbi
- Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia;
- Department of Biochemistry, Faculty of Sciences, University of Tabuk, Tabuk 71491, Saudi Arabia
| | - Tarja Sironen
- Department of Virology, Medicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; (L.K.); (T.S.); (O.V.); (J.H.)
- Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, 00014 Helsinki, Finland
| | - Olli Vapalahti
- Department of Virology, Medicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; (L.K.); (T.S.); (O.V.); (J.H.)
- Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, 00014 Helsinki, Finland
- HUS Diagnostic Center, HUSLAB, Clinical Microbiology, Helsinki University Hospital, University of Helsinki, 00014 Helsinki, Finland
| | - Jussi Hepojoki
- Department of Virology, Medicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; (L.K.); (T.S.); (O.V.); (J.H.)
- Institute of Veterinary Pathology, Vetsuisse Faculty, University of Zürich, 8057 Zürich, Switzerland
| | - Fathiah Zakham
- Department of Virology, Medicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; (L.K.); (T.S.); (O.V.); (J.H.)
- Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, 00014 Helsinki, Finland
- Faculty of Pharmacy, University of Helsinki, 00014 Helsinki, Finland
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