1
|
Glenn IS, Hall LN, Khalid MM, Ott M, Shoichet BK. Colloidal Aggregation Confounds Cell-Based Covid-19 Antiviral Screens. J Med Chem 2024; 67:10263-10274. [PMID: 38864383 PMCID: PMC11236530 DOI: 10.1021/acs.jmedchem.4c00597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Abstract
Colloidal aggregation is one of the largest contributors to false positives in early drug discovery. Here, we consider aggregation's role in cell-based infectivity assays in Covid-19 drug repurposing. We investigated the potential aggregation of 41 drug candidates reported as SARs-CoV-2 entry inhibitors. Of these, 17 formed colloidal particles by dynamic light scattering and exhibited detergent-dependent enzyme inhibition. To evaluate the impact of aggregation on antiviral efficacy in cells, we presaturated the colloidal drug suspensions with BSA or spun them down by centrifugation and measured the effects on spike pseudovirus infectivity. Antiviral potencies diminished by at least 10-fold following both BSA and centrifugation treatments, supporting a colloid-based mechanism. Aggregates induced puncta of the labeled spike protein in fluorescence microscopy, consistent with sequestration of the protein on the colloidal particles. These observations suggest that colloidal aggregation is common among cell-based antiviral drug repurposing and offers rapid counter-screens to detect and eliminate these artifacts.
Collapse
Affiliation(s)
- Isabella S Glenn
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, California 94143, United States
| | - Lauren N Hall
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, California 94143, United States
| | - Mir M Khalid
- Gladstone Institutes, San Francisco, California 94158, United States
- Department of Medicine, University of California, San Francisco, San Francisco, California 94158, United States
| | - Melanie Ott
- Gladstone Institutes, San Francisco, California 94158, United States
- Department of Medicine, University of California, San Francisco, San Francisco, California 94158, United States
- Chan Zuckerberg Biohub, San Francisco, California 94158, United States
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, California 94143, United States
| |
Collapse
|
2
|
Bello SO, Imam MU, Bello MB, Yunusa A, Ahmed Adamu A, Shuaibu A, Igumbor EU, Habib ZG, Popoola MA, Ochu CL, Yahaya Bello A, Deeni YY, Okoye I. Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin inhibit cytopathic effect, papain-like protease, and M PRO enzymes of SARS-CoV-2. Front Cell Infect Microbiol 2023; 13:1273982. [PMID: 38089816 PMCID: PMC10711598 DOI: 10.3389/fcimb.2023.1273982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/20/2023] [Indexed: 12/18/2023] Open
Abstract
Background Although tremendous success has been achieved in the development and deployment of effective COVID-19 vaccines, developing effective therapeutics for the treatment of those who do come down with the disease has been with limited success. To repurpose existing drugs for COVID-19, we previously showed, qualitatively, that erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin inhibit SARS-COV-2-induced cytopathic effect (CPE) in Vero cells. Aim This study aimed to quantitatively explore the inhibition of SARS-CoV-2-induced CPE by erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin and to determine the effect of these drugs on SARS-CoV-2 papain-like protease and 3CL protease (MPRO) enzymes. Methods Neutral red (3-amino-7-dimethylamino-2-methyl-phenazine hydrochloride) cell viability assay was used to quantify CPE after infecting pre-treated Vero cells with clinical SARS-Cov-2 isolates. Furthermore, SensoLyte® 520 SARS-CoV-2 papain-like protease and SensoLyte® 520 SARS-CoV-2 MPRO activity assay kits were used to evaluate the inhibitory activity of the drugs on the respective enzymes. Results Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently inhibit SARS-CoV-2-induced CPE in Vero cells, with inhibitory concentration-50 (IC50) values of 3.27 µM, 4.23 µM, 9.29 µM, 3.19 µM, and 84.31 µM, respectively. Furthermore, erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently inhibited SARS-CoV-2 papain-like protease with IC50 values of 0.94 µM, 0.88 µM, 1.14 µM, 1.07 µM, and 1.51 µM, respectively, and inhibited the main protease (MPRO) with IC50 values of 1.35 µM, 1.25 µM, 7.36 µM, 1.15 µM, and 2.44 µM, respectively. Conclusion The IC50 for all the drugs, except ivermectin, was at the clinically achievable plasma concentration in humans, which supports a possible role for the drugs in the management of COVID-19. The lack of inhibition of CPE by ivermectin at clinical concentrations could be part of the explanation for its lack of effectiveness in clinical trials.
Collapse
Affiliation(s)
- Shaibu Oricha Bello
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Mustapha Umar Imam
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Department of Medical Biochemistry, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Muhammad Bashir Bello
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Abdulmajeed Yunusa
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Adamu Ahmed Adamu
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Abdulmalik Shuaibu
- Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Ehimario Uche Igumbor
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
- School of Public Health, University of the Western Cape, Cape Town, South Africa
| | - Zaiyad Garba Habib
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
- Department of Medicine, University of Abuja Teaching Hospital, Abuja, Nigeria
| | - Mustapha Ayodele Popoola
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
| | - Chinwe Lucia Ochu
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
- Nigerian Centre for Disease Control and Prevention, Abuja, Nigeria
| | - Aishatu Yahaya Bello
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmaceutical Sciences, Usmanu Danfodiyo University, Sokoto, Nigeria
| | - Yusuf Yahaya Deeni
- Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute, Lagos, Nigeria
- Department of Microbiology and Biotechnology, Federal University of Dutse, Dutse, Nigeria
- Centre for Environmental and Public Health Research and Development, Kano, Nigeria
| | - Ifeoma Okoye
- University of Nigeria Centre for Clinical Trials, University of Nigeria Teaching Hospital, Enugu, Nigeria
| |
Collapse
|
3
|
Glenn IS, Hall LN, Khalid MM, Ott M, Shoichet BK. Colloidal aggregation confounds cell-based Covid-19 antiviral screens. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.27.564435. [PMID: 37961552 PMCID: PMC10634915 DOI: 10.1101/2023.10.27.564435] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Colloidal aggregation is one of the largest contributors to false-positives in early drug discovery and chemical biology. Much work has focused on its impact on pure-protein screens; here we consider aggregations role in cell-based infectivity assays in Covid-19 drug repurposing. We began by investigating the potential aggregation of 41 drug candidates reported as SARs-CoV-2 entry inhibitors. Of these, 17 formed colloidal-particles by dynamic light scattering and exhibited detergent-dependent enzyme inhibition. To evaluate antiviral efficacy of the drugs in cells we used spike pseudotyped lentivirus and pre-saturation of the colloids with BSA. The antiviral potency of the aggregators was diminished by at least 10-fold and often entirely eliminated in the presence of BSA, suggesting antiviral activity can be attributed to the non-specific nature of the colloids. In confocal microscopy, the aggregates induced fluorescent puncta of labeled spike protein, consistent with sequestration of the protein on the colloidal particles. Addition of either non-ionic detergent or of BSA disrupted these puncta. These observations suggest that colloidal aggregation is common among cell-based anti-viral drug repurposing, and perhaps cell-based assays more broadly, and offers rapid counter-screens to detect and eliminate these artifacts, allowing the community invest resources in compounds with true potential as a Covid-19 therapeutic.
Collapse
Affiliation(s)
- Isabella S Glenn
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Lauren N Hall
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Mir M Khalid
- Gladstone Institutes, San Francisco, California, United States
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States
| | - Melanie Ott
- Gladstone Institutes, San Francisco, California, United States
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States
- Chan Zuckerberg Biohub, San Francisco, California, United States
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco (UCSF), San Francisco, CA, USA
| |
Collapse
|