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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2023.1273982</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin inhibit cytopathic effect, papain-like protease, and M<sup>PRO</sup> enzymes of SARS-CoV-2</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bello</surname>
<given-names>Shaibu Oricha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Imam</surname>
<given-names>Mustapha Umar</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Bello</surname>
<given-names>Muhammad Bashir</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>Yunusa</surname>
<given-names>Abdulmajeed</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Ahmed Adamu</surname>
<given-names>Adamu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Shuaibu</surname>
<given-names>Abdulmalik</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Igumbor</surname>
<given-names>Ehimario Uche</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Habib</surname>
<given-names>Zaiyad Garba</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Popoola</surname>
<given-names>Mustapha Ayodele</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<contrib contrib-type="author">
<name>
<surname>Ochu</surname>
<given-names>Chinwe Lucia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Yahaya Bello</surname>
<given-names>Aishatu</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2232928"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Deeni</surname>
<given-names>Yusuf Yahaya</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2550132"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Okoye</surname>
<given-names>Ifeoma</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, Usmanu Danfodiyo University</institution>, <addr-line>Sokoto</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Nigerian COVID-19 Research Coalition, Nigerian Institute of Medical Research Institute</institution>, <addr-line>Lagos</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Centre for Advanced Medical Research and Training, College of Health Sciences, Usmanu Danfodiyo University</institution>, <addr-line>Sokoto</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Medical Biochemistry, College of Health Sciences, Usmanu Danfodiyo University</institution>, <addr-line>Sokoto</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Veterinary Microbiology, Faculty of Veterinary Medicine, Usmanu Danfodiyo University</institution>, <addr-line>Sokoto</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>School of Public Health, University of the Western Cape</institution>, <addr-line>Cape Town</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Medicine, University of Abuja Teaching Hospital</institution>, <addr-line>Abuja</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Nigerian Centre for Disease Control and Prevention</institution>, <addr-line>Abuja</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmaceutical Sciences, Usmanu Danfodiyo University</institution>, <addr-line>Sokoto</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Department of Microbiology and Biotechnology, Federal University of Dutse</institution>, <addr-line>Dutse</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Centre for Environmental and Public Health Research and Development</institution>, <addr-line>Kano</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>University of Nigeria Centre for Clinical Trials, University of Nigeria Teaching Hospital</institution>, <addr-line>Enugu</addr-line>, <country>Nigeria</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jianpiao Cai, The University of Hong Kong, Hong Kong SAR, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mithun Rudrapal, Vignan&#x2019;s Foundation for Science, Technology and Research, India; Jianwen Situ, The University of Hong Kong, Hong Kong SAR, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Shaibu Oricha Bello, <email xlink:href="mailto:oricha.bello@udusok.edu.ng">oricha.bello@udusok.edu.ng</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1273982</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bello, Imam, Bello, Yunusa, Ahmed Adamu, Shuaibu, Igumbor, Habib, Popoola, Ochu, Yahaya Bello, Deeni and Okoye</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bello, Imam, Bello, Yunusa, Ahmed Adamu, Shuaibu, Igumbor, Habib, Popoola, Ochu, Yahaya Bello, Deeni and Okoye</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>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.</p>
</sec>
<sec>
<title>Aim</title>
<p>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 (M<sup>PRO</sup>) enzymes.</p>
</sec>
<sec>
<title>Methods</title>
<p>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<sup>&#xae;</sup> 520 SARS-CoV-2 papain-like protease and SensoLyte<sup>&#xae;</sup> 520 SARS-CoV-2 M<sup>PRO</sup> activity assay kits were used to evaluate the inhibitory activity of the drugs on the respective enzymes.</p>
</sec>
<sec>
<title>Results</title>
<p>Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently inhibit SARS-CoV-2-induced CPE in Vero cells, with inhibitory concentration-50 (IC<sub>50</sub>) values of 3.27 &#xb5;M, 4.23 &#xb5;M, 9.29 &#xb5;M, 3.19 &#xb5;M, and 84.31 &#xb5;M, respectively. Furthermore, erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently inhibited SARS-CoV-2 papain-like protease with IC<sub>50</sub> values of 0.94 &#xb5;M, 0.88 &#xb5;M, 1.14 &#xb5;M, 1.07 &#xb5;M, and 1.51 &#xb5;M, respectively, and inhibited the main protease (M<sup>PRO</sup>) with IC<sub>50</sub> values of 1.35 &#xb5;M, 1.25 &#xb5;M, 7.36 &#xb5;M, 1.15 &#xb5;M, and 2.44 &#xb5;M, respectively.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The IC<sub>50</sub> 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.</p>
</sec>
</abstract>
<kwd-group>
<kwd>erythromycin</kwd>
<kwd>retapamulin</kwd>
<kwd>pyridoxine</kwd>
<kwd>folic acid</kwd>
<kwd>ivermectin</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>COVID-19</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="9"/>
<word-count count="4934"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Antibiotic Resistance and New Antimicrobial drugs</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>A major lesson learned from the Spanish flu of 1918 is that pandemics can rapidly decimate a population (<xref ref-type="bibr" rid="B38">Shanks et&#xa0;al., 2018</xref>). The COVID-19 pandemic, which started in Wuhan, China, in December 2019, had resulted in an estimated excess mortality of 18.9 million by the end of December 2022 with excess mortality being higher in developing economies and persons &gt;60 years old (<xref ref-type="bibr" rid="B37">Shang et&#xa0;al., 2022</xref>). Beyond vaccines, it is important to identify therapeutics for those who do get infected and develop the disease. Although the world has risen to the challenge and there are currently over 400 drug candidates for the treatment of COVID-19, most are based on new molecules that, if found effective, are not expected to be available in developing economies within 2 years due to market prioritization mostly imposed by limited initial production capacities (<xref ref-type="bibr" rid="B42">Wise, 2022</xref>). Meanwhile, only a few therapies have consistently been found effective in ameliorating the duration of infection or the severity of COVID-19 (<xref ref-type="bibr" rid="B9">Ceramella et&#xa0;al., 2022</xref>). Other than dexamethasone and related steroids, lopinavir-ritonavir (Paxlovid) and remdesivir are not available in most countries and are out of reach to most people due to cost (<xref ref-type="bibr" rid="B31">Robinson et&#xa0;al., 2022</xref>). A huge therapeutic gap in COVID-19, therefore, remains.</p>
<p>COVID-19 is predominantly asymptomatic (80% of cases) (<xref ref-type="bibr" rid="B14">de Sousa et&#xa0;al., 2020</xref>). When symptomatic, the clinical presentation is that of respiratory infection with severity ranging from a mild common cold-like illness to severe viral pneumonia leading to acute respiratory distress syndrome that is potentially fatal (<xref ref-type="bibr" rid="B14">de Sousa et&#xa0;al., 2020</xref>). Knowledge of the pathogenesis of COVID-19 is still evolving but the structure of the virus, mechanisms of viral entry, and replications are essentially settled and appear target rich for drug discovery and development. It is, therefore, difficult to explain candidate therapies that perform excellently <italic>in vitro</italic> but fail in clinical trials. The reasons may include the presence of unresolved redundant pathways or a dis-linkage between viremia and pathology. It is becoming clear that combination therapies (or single therapy) that target multiple pathways in the pathogenesis of COVID-19 may prove superior.</p>
<p>Our team previously developed and validated an algorithm that involves deliberate consideration of multiple targets, cost, toxicity, and availability in selecting drugs for rapid repurposing efforts with an off-label application as the immediate goal (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>).</p>
<p>SARS-CoV-2-induced cytopathic effect (CPE) has previously been validated as a surrogate for SARS-CoV-2 infectivity, and it is non-inferior to PCR (<xref ref-type="bibr" rid="B4">Basile et&#xa0;al., 2021</xref>). Therefore, in our previous study (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>), the demonstration of inhibition of CPE was considered more cost-effective and a surrogate of clinical efficacy than the demonstration of inhibition of viral multiplication alone due to the possibility of a threshold effect in viral-induced CPE (<xref ref-type="bibr" rid="B36">Shahsavandi et&#xa0;al., 2013</xref>). We also identified erythromycin, pyridoxine, folic acid, and ivermectin as potential drugs to repurpose for COVID-19; with saw a wet laboratory demonstration of inhibition (qualitative assay) of SARS-COV-2-induced CPE in Vero cells and <italic>in silico</italic> prediction of inhibition of multiple critical SARS-CoV-2 enzymes (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>).</p>
<p>This study was conducted to further evaluate erythromycin, pyridoxine, folic acid, and ivermectin as potential drugs for COVID-19 by quantitatively measuring the inhibitions of CPE, SARS-CoV-2 papain-like protease, and SARS-CoV-2 3CL main protease (M<sup>PRO</sup>).</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Materials</title>
<p>SensoLyte&#xae; 520 SARS-CoV-2 M<sup>PRO</sup> Activity Assay Kit, SensoLyte&#xae; 520 SARS-CoV-2 papain-like protease/Deubiq, molecular grade water, neutral red (3-amino-7-dimethylamino-2-methyl-phenazine hydrochloride) (Solarbio, cat. N8160), Minimal Essential Medium/Earls Balance Salts (MEM/EBSS) (HyClone Laboratories, Utah, USA), glacial acetic acid, ethanol 96% 0.4% (wt./vol), Trypan blue in 0.9% NaCl solution, SARS-CoV-2, virus (clinical isolate), and cell culture from Nest (Jiangsu, China) were used in this study.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Cell culture procedure</title>
<p>Vero cell preparation, passaging, SARS-CoV-2 virus, and sources of experimental drugs were as previously described (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>). Three different doses of each drug were tested for antiviral activity: erythromycin, retapamulin, folic acid, and ivermectin were tested at 5 &#xb5;M, 7.5 &#xb5;M, and 10 &#xb5;M, while pyridoxine was tested at 10 &#xb5;M, 15 &#xb5;M, and 20 &#xb5;M, all in three independent replicates.</p>
<p>Briefly, we seeded 96-well plates with 6 &#xd7; 10<sup>4</sup> cells/mL of Vero E6 (200 &#x3bc;L per well), using Minimum Essential Medium (MEM) with 10% fetal bovine serum (FBS) without antibiotics. Plates were incubated overnight at 37&#xb0;C in a 5% CO<sub>2</sub> atmosphere. The following day, the 96-well plates were viewed under an inverted microscope for a confluence of approximately 50%.</p>
<p>Sixty minutes before drug treatment, cell culture supernatant was removed from each well and the wells were washed with 150 &#x3bc;L of phosphate-buffered saline (PBS). Except for the negative and cell growth control wells where 50 &#x3bc;L of PBS was added, each well was infected with 50 &#x3bc;L of SARS-CoV-2 diluted in PBS at a multiplicity of infection (MOI) of 0.1 and incubated for 1&#xa0;h at 37&#xb0;C in 5% CO<sub>2</sub> with intermittent shaking of the plates at 15-min intervals to allow for viral adsorption. Thereafter, the infection supernatant was removed and 200 &#x3bc;L of the respective drugs diluted in MEM/EBSS having 1% FBS without antibiotics were added to the different treatment groups and incubated at 37&#xb0;C in 5% CO<sub>2</sub>. The cells were viewed using an inverted microscope after 48&#xa0;h to check for CPE.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Quantification of inhibition of SARS-COV-2-induced CPE using neutral red assay</title>
<p>Neutral red (NR) assay (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>) was used to quantify cell viability and the inhibition of CPE. The NR uptake assay provides a quantitative estimation of the number of viable cells in the culture. It is based on the ability of viable cells to incorporate and bind the neutral red dye in the lysosomes, which are then extracted using glacial acid for measurement of optical densities using a spectrophotometer (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>).</p>
<p>Briefly, an overnight-incubated 40 &#xb5;g mL<sup>&#x2212;1</sup> NR working solution (in MEM) was filtered using a 2-&#xb5;m membrane filter to remove any precipitated dye crystals. The attached cells from the <italic>in vitro</italic> antiviral activity experiments were washed with 150 &#x3bc;L of PBS per well and the washing solution was removed. The NR medium was gently placed in a reservoir and 100 &#x3bc;L of the NR medium was pipetted to each well of the plates. The plates were incubated for 2&#xa0;h under the proper culture conditions. After the period of incubation, the plates were inspected with an inverted microscope to check the possible precipitation of NR. The medium was removed, and the cells were washed two times with 150 &#x3bc;L of PBS per well. Thereafter, 150 &#x3bc;L of NR destain solution was added per well and the plates were shaken rapidly on a microtiter plate shaker at 500 rpm for 10&#xa0;min.</p>
<p>The optical densities of extracted neutral red were measured at 540 nm in a microtiter plate reader. Blank was subtracted from the resulting absorbance values before data analysis. The groups were (i) virus-infected cells (virus control), (ii) virus infected and treated cells (treatment group), and (iii) cells with no virus or drug treatment (growth control). Growth and inhibition of CPE were determined relative to the growth of the untreated control.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Inhibition of SARS-CoV-2 papain-like protease activity</title>
<p>All working solutions were prepared according to the manufacturer&#x2019;s instructions.</p>
<p>The enzymatic reaction was set up by adding 10 &#x3bc;L per well of three respective concentrations of erythromycin, retapamulin, folic acid, and ivermectin (2.5 &#xb5;M, 5 &#xb5;M, and 10 &#xb5;M) and pyridoxine (5 &#xb5;M, 10 &#xb5;M, and 20 &#xb5;M). Dose spacing was designed to be within the achievable plasma concentration of the drugs as derived from the literature maximum serum concentrations (C<sub>max</sub>) at routine doses of the drugs. Each test was done in triplicate.</p>
<p>Briefly, 40 &#x3bc;L of diluted enzyme working solution was added to each microplate well. Simultaneously, the following control wells were set up.</p>
<list list-type="simple">
<list-item>
<p>i. Positive control containing 40 &#x3bc;L of papain-like protease without the test drugs.</p>
</list-item>
<list-item>
<p>ii. Inhibitor control containing 40 &#x3bc;L of papain-like protease and 10 &#x3bc;L of GRL0617 (manufacturer-supplied inhibitor).</p>
</list-item>
<list-item>
<p>iii. Vehicle control containing (a) 40 &#x3bc;L of papain-like protease and (b) 10 &#x3bc;L of 0.1% DMSO (vehicle used in delivering test compound).</p>
</list-item>
<list-item>
<p>iv. Test compound control containing assay buffer and 10 &#x3bc;L of test compound.</p>
</list-item>
<list-item>
<p>v. Substrate control containing assay buffer.</p>
</list-item>
</list>
<p>To each well, papain-like protease and substrate solution was added, and the reagents were mixed by shaking the plate gently for 30 s. The plates were then incubated away from direct light at 37&#xb0;C for up to 60&#xa0;min. The fluorescence intensity was measured at an excitation and emission wavelength of 490 nm and 520 nm, respectively.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Inhibition of SARS-CoV-2, M<sup>PRO</sup> activity</title>
<p>The experimental setup and the relevant controls were as with the inhibition of SARS-CoV-2 papain-like protease activity assay, except the SARS-CoV-2 M<sup>PRO</sup> enzyme and activity assay kit was used according to the manufacturer&#x2019;s protocol. Sensolyte&#xae; Protocol A was used for screening 3CL protease (M<sup>PRO</sup>) inhibitors using purified enzyme. Briefly, to obtain the working solutions, 3CL protease enzyme was diluted 80-fold in assay buffer, while 3CL protease substrate (Component A) and inhibitor (GC 376) (positive control) were diluted 100-fold in assay buffer. The enzymatic reaction was set up as for papain-like proteases above except that GC376 was the inhibitor. The volume of enzyme and test compound for each well was 40 &#x3bc;L and 10 &#x3bc;L, respectively. Assay buffer was used to bring the total volume of all controls to 50 &#x3bc;L.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Data analysis</title>
<p>Statistical software GraphPad Prism 9.4.1, NCSS 2022, and Microsoft Excel were used for data analysis and graphical representations. We checked data for outliers using Tukey&#x2019;s box-plot method (interquartile principle) (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>). However, outliers were included in the analysis of CPE inhibition because biological reasons may be involved (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>). Otherwise, we substituted outliers by the group average in the enzyme assays because precision is more likely involved (<xref ref-type="bibr" rid="B44">Zhang et&#xa0;al., 2020</xref>). Nonetheless, sensitivity analysis was conducted by including outliers in the enzyme assays. Percentage inhibition of CPE was calculated from the optical densities according to <xref ref-type="bibr" rid="B35">Severson et&#xa0;al. (2007)</xref>: <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>s</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>b</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>V</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>l</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>V</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>*</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> , provided the concentrations of test drug were non-toxic to Vero cells in a separate assay. Although Severson et&#xa0;al. considered inhibition of CPE &#x2265; 50% as hits in their study, we accepted inhibitions of CPE &#x2265; 15% as hits because this was not a full-range dose&#x2013;response study, but concentrations were restricted to those achievable within the human plasma at routine dosing schedules. Maximum responses (efficacy) were, therefore, conceivably different from what we observed. Percentage inhibition of enzyme activity was calculated according to the manufacturer&#x2019;s instruction and essentially represented as <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mtext>RFU&#xa0;Negative&#xa0;control&#xa0;</mml:mtext>
<mml:mo>&#x2013;</mml:mo>
<mml:mtext>&#xa0;RFU&#xa0;Test</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>RFU&#xa0;Negative&#xa0;control&#xa0;</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>*</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (after subtracting the blank), where RFU is the relative fluorescent unit. The concentration that gave a 50% response (EC<sub>50</sub> or IC<sub>50</sub>) was determined by first visual inspection of the dose&#x2013;response plot to infer possible models (<xref ref-type="bibr" rid="B34">Sebaugh, 2011</xref>). Maximum and minimum responses were constrained to 100% and 0%, respectively, because these were the only possible outcomes in data normalized to percentage response. Nonlinear regression three-parameter dose&#x2013;response models were used on the primary runs but compared to alternate models with higher R-square used to decide the best model. Furthermore, a 95% confidence interval (CI) was determined for all estimates. In determining the 95% CI, unknowns were interpolated from the standard curve. In the CPE evaluation, all comparisons were to SARS-CoV-2-infected but vehicle (DMSO)-treated Vero cells. In the enzyme inhibition assay, all comparisons were to the uninhibited enzyme activity. In both enzyme inhibition assays, manufacturer-supplied inhibitor controls were used to ascertain the integrity of the system. The level of significance was set at <italic>p</italic>&lt; 0.05.</p>
</sec>
<sec id="s4" sec-type="results">
<label>4</label>
<title>Results</title>
<sec id="s4_1">
<label>4.1</label>
<title>Inhibition of SARS-CoV-2-induced CPE</title>
<p>All tested doses of the drugs alone were not toxic to Vero cells.</p>
<p>Erythromycin, retapamulin, pyridoxine, and folic acid dose-dependently and significantly (<italic>p</italic> = 0.0005) inhibited SARS-CoV-2-induced CPE with a maximum inhibition of 76%, 75%, 63%, and 42% respectively at the tested doses. However, the maximum inhibition of CPE by ivermectin was 10% (at 10 &#xb5;M) and this was not significant (<italic>p</italic> = 0.5) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Inhibition of SARS-CoV-2-induced CPE in Vero cells.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Drug</th>
<th valign="top" align="left">Maximal inhibition of CPE (%)</th>
<th valign="top" align="left">Dose at maximal observed* inhibition of CPE (&#xb5;M)</th>
<th valign="top" align="left">IC<sub>50</sub> (&#xb5;M)</th>
<th valign="top" align="left">95% CI of IC<sub>50</sub> (&#xb5;M)</th>
<th valign="top" align="left">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Erythromycin</td>
<td valign="top" align="left">76</td>
<td valign="top" align="left">10</td>
<td valign="top" align="left">3.27</td>
<td valign="top" align="left">2.68 to 3.93</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Retapamulin</td>
<td valign="top" align="left">75</td>
<td valign="top" align="left">7.5</td>
<td valign="top" align="left">4.23</td>
<td valign="top" align="left">2.29 to 7.22</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Pyridoxine</td>
<td valign="top" align="left">63</td>
<td valign="top" align="left">20</td>
<td valign="top" align="left">9.29</td>
<td valign="top" align="left">6.30 to 13.31</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Folic Acid</td>
<td valign="top" align="left">42</td>
<td valign="top" align="left">5</td>
<td valign="top" align="left">3.19</td>
<td valign="top" align="left">2.16 to 4.49</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Ivermectin</td>
<td valign="top" align="left">10</td>
<td valign="top" align="left">7.5</td>
<td valign="top" align="left">84.31</td>
<td valign="top" align="left">41.70 to 759.2</td>
<td valign="top" align="left">&gt;0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>* &#x201c;Maximal observed&#x201d; inhibition in this study is not the inherent maximum possible inhibition efficacy of the tested drug, but that observed within the dose range tested. These dose ranges were centered at an achievable plasma concentration of the drugs at the currently recommended doses except ivermectin where ranges were derived from the literature of concentrations previously found to inhibit SARS-CoV-2 proliferation (<xref ref-type="bibr" rid="B8">Caly et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Momekov and Momekova, 2020</xref>; <xref ref-type="bibr" rid="B32">Schmith et&#xa0;al., 2020</xref>). Ivermectin causes non-significant inhibition of CPE and then at an inhibitory concentration-50 (IC<sub>50</sub>) not achievable in human plasma (800 mcg/kg maximum single dose of ivermectin has a C<sub>max</sub> of 108.1 ng/mL or 0.124 &#xb5;M/mL) (<xref ref-type="bibr" rid="B40">Smit et&#xa0;al., 2016</xref>). Analyses were performed with outliers because biological differences probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Inhibition of SARS-CoV-2-induced CPE. For erythromycin, retapamulin, folic acid, and ivermectin, high dose, medium dose, and low dose respectively represent 10 &#xb5;M, 7.5 &#xb5;M, and 5 &#xb5;M, but for pyridoxine, the doses were 20 &#xb5;M, 15 &#xb5;M, and 10 &#xb5;M. The doses were selected based on achievable C<sub>max</sub> in human subjects at standard doses of the drugs. All concentrations of test drugs were found nontoxic to Vero cells. Analyses were performed with outliers because biological factors probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1273982-g001.tif"/>
</fig>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Inhibition of SARS-CoV-2 papain-like protease</title>
<p>Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently and significantly (<italic>p</italic>&lt; 0.05) inhibited SARS-CoV-2 papain-like protease with a maximum inhibition of 29.46%, 20.60%, 17.46%, 31.99%, and 34.34%, respectively, at the tested doses (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Inhibition of SARS-CoV-2 papain-like protease (PP).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Drug</th>
<th valign="top" align="left">Maximal inhibition of PP (%)</th>
<th valign="top" align="left">Dose at maximal observed* inhibition of PP (&#xb5;M)</th>
<th valign="top" align="left">IC<sub>50</sub> (&#xb5;M)</th>
<th valign="top" align="left">95% CI of IC<sub>50</sub> (&#xb5;M)</th>
<th valign="top" align="left">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody> <tr>
<td valign="top" align="left">Erythromycin</td>
<td valign="top" align="left">29.46</td>
<td valign="top" align="left">10.0</td>
<td valign="top" align="left">0.94</td>
<td valign="top" align="left">0.20 to 2.09</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Retapamulin</td>
<td valign="top" align="left">20.60</td>
<td valign="top" align="left">5</td>
<td valign="top" align="left">0.88</td>
<td valign="top" align="left">0.45 to 1.42</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Pyridoxine</td>
<td valign="top" align="left">17.46</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">1.14</td>
<td valign="top" align="left">0.30 to 2.23</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Folic Acid</td>
<td valign="top" align="left">31.99</td>
<td valign="top" align="left">5</td>
<td valign="top" align="left">1.07</td>
<td valign="top" align="left">0.47 to 1.90</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Ivermectin</td>
<td valign="top" align="left">34.34</td>
<td valign="top" align="left">10</td>
<td valign="top" align="left">1.51</td>
<td valign="top" align="left">0.55 to 3.07</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*&#x201d;Maximal observed&#x201d; inhibition in this study is not the inherent maximum possible inhibition efficacy of the tested drug, but that observed within the dose range tested. These dose ranges were centered at an achievable plasma concentration of the drugs at the currently recommended doses except ivermectin where ranges were derived from the literature of concentrations previously found to inhibit SARS-CoV-2 proliferation (<xref ref-type="bibr" rid="B8">Caly et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Momekov and Momekova, 2020</xref>; <xref ref-type="bibr" rid="B32">Schmith et&#xa0;al., 2020</xref>). Ivermectin causes significant inhibition of PP but at an IC<sub>50</sub> concentration not achievable in human plasma (800 mcg/kg maximum single dose of ivermectin has a C<sub>max</sub> of 108.1 ng/mL or 0.124 &#xb5;M/mL) (<xref ref-type="bibr" rid="B40">Smit et&#xa0;al., 2016</xref>). Analyses were performed with the substitution of outliers because precision rather than biological factors probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Inhibition of SARS-CoV-2 papain-like protease. For erythromycin, retapamulin, folic acid, and ivermectin, high dose, medium dose, and low dose respectively represent 10 &#xb5;M, 5 &#xb5;M, and 2.5 &#xb5;M, but for pyridoxine, the doses were 20 &#xb5;M, 10 &#xb5;M, and 5 &#xb5;M. The doses were selected based on achievable C<sub>max</sub> in human subjects at standard doses of the drugs and to input the dose doubling escalation method. All concentrations of test drugs were found nontoxic to Vero cells. Analyses were performed with outliers substituted by averaging or neighborhood method because precision rather than biological factors probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1273982-g002.tif"/>
</fig>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Inhibition of SARS-CoV-2 Main Protease (M<sup>PRO</sup> or 3CL protease)</title>
<p>Erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin dose-dependently and significantly (<italic>p</italic>&lt; 0.05) inhibited SARS-CoV-2 M<sup>PRO</sup> with a maximum inhibition of 30.51%, 33.37%, 45.1%, 26.8%, and 38.07%, respectively, at the tested doses (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Inhibition of SARS-CoV-2 main protease (MPRO or 3CL).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Drug</th>
<th valign="top" align="left">Maximal inhibition of M<sup>PRO</sup> (%)</th>
<th valign="top" align="left">Dose at maximal observed* inhibition of M<sup>PRO</sup> (&#xb5;M)</th>
<th valign="top" align="left">IC<sub>5 0</sub>(&#xb5;M)</th>
<th valign="top" align="left">95% CI of IC<sub>50</sub> (&#xb5;M)</th>
<th valign="top" align="left">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Erythromycin</td>
<td valign="top" align="left">30.51</td>
<td valign="top" align="left">2.5</td>
<td valign="top" align="left">1.35</td>
<td valign="top" align="left">0.90 to 1.91</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Retapamulin</td>
<td valign="top" align="left">33.37</td>
<td valign="top" align="left">2.5</td>
<td valign="top" align="left">1.25</td>
<td valign="top" align="left">0.60 to 2.15</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Pyridoxine</td>
<td valign="top" align="left">45.17</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">7.36</td>
<td valign="top" align="left">4.14 to 12.67</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Folic Acid</td>
<td valign="top" align="left">26.8</td>
<td valign="top" align="left">2.5</td>
<td valign="top" align="left">1.15</td>
<td valign="top" align="left">0.81 to 1.56</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
<tr>
<td valign="top" align="left">Ivermectin</td>
<td valign="top" align="left">38.07</td>
<td valign="top" align="left">5.0</td>
<td valign="top" align="left">2.44</td>
<td valign="top" align="left">1.49 to 3.77</td>
<td valign="top" align="left">&lt;0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*&#x201d;Maximal observed&#x201d; inhibition in this study is not the inherent maximum possible inhibition efficacy of the tested drug, but that observed within the dose range tested. These dose ranges were centered at an achievable plasma concentration of the drugs at the currently recommended doses except ivermectin where ranges were derived from the literature of concentrations previously found to inhibit SARS-CoV-2 proliferation (<xref ref-type="bibr" rid="B8">Caly et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Momekov and Momekova, 2020</xref>; <xref ref-type="bibr" rid="B32">Schmith et&#xa0;al., 2020</xref>). Ivermectin causes significant inhibition of M<sup>PRO</sup> but at an IC<sub>50</sub> concentration not achievable in human plasma (800 mcg/kg maximum single dose of ivermectin has a C<sub>max</sub> of 108.1 ng/mL or 0.124 &#xb5;M/mL) (<xref ref-type="bibr" rid="B40">Smit et&#xa0;al., 2016</xref>). Analyses were performed with the substitution of outliers because precision rather than biological factors probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Inhibition of SARS-CoV-2 main protease (MPRO or 3CL protease). For erythromycin, retapamulin, folic acid, and ivermectin, high dose, medium dose, and low dose respectively represent 10 &#xb5;M, 5 &#xb5;M, and 2.5 &#xb5;M, but for pyridoxine, the doses were 20 &#xb5;M, 10 &#xb5;M, and 5 &#xb5;M. The doses were selected based on achievable C<sub>max</sub> in human subjects at standard doses of the drugs and to input the dose doubling escalation method. All concentrations of test drugs were found nontoxic to Vero cells. Analyses were performed with outliers substituted by averaging or neighborhood method because precisions rather than biological factors probably dictated differences (<xref ref-type="bibr" rid="B24">Mowbray et&#xa0;al., 2019</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1273982-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s5" sec-type="discussion">
<label>5</label>
<title>Discussion</title>
<p>This study was conducted as a standalone evaluation of the effect of drugs previously identified by <italic>in silico</italic> screening (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>) as potential therapeutics for SARS-CoV-2 infection and COVID-19. Although the effect of the drugs on SARS-CoV-2-induced CPE in Vero cells, SARS-CoV-2 main protease (M<sup>PRO</sup>), and papain-like protease (PP) was evaluated, these were not considered necessarily linked (mechanistic) because the initial <italic>in silico</italic> selection was based on predicted activity at 11 independent targets (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>), any combination of which may be related to observed inhibition of CPE. Interestingly, the nirmatrelvir&#x2013;ritonavir combination (Paxlovid) (<xref ref-type="bibr" rid="B25">Ng et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B43">Yang et&#xa0;al., 2022</xref>), the current forerunner in COVID-19 therapeutics, is an M<sup>PRO</sup> inhibitor and it is accepted that its efficacy is related to this inhibition (<xref ref-type="bibr" rid="B28">Pavan et&#xa0;al., 2021</xref>).</p>
<p>Erythromycin, retapamulin, and pyridoxine significantly inhibited SARS-CoV-2-induced CPE in Vero cells to an extent that met our criteria (based on anticipated combination therapy) (&#x2265;15%) and that of Severson et&#xa0;al. (based on anticipated monotherapy) (&#x2265;50%) (<xref ref-type="bibr" rid="B35">Severson et&#xa0;al., 2007</xref>) to define hits. It is reassuring that the CPE inhibitions were at concentrations and IC<sub>50</sub> that were consistent with achievable plasma levels at currently recommended doses (erythromycin and pyridoxine) or formulations (retapamulin) of these drugs. Furthermore, erythromycin, retapamulin, and pyridoxine significantly inhibited SARS-CoV-2 M<sup>PRO</sup> and PP at achievable concentrations and IC<sub>50</sub>. To the best of our knowledge, this is the first study to identify erythromycin and retapamulin as potential therapeutics for COVID-19. Pyridoxine has previously been reported as a useful supplementary therapy for COVID-19, but this was in a context unrelated to its antiviral activity (<xref ref-type="bibr" rid="B5">Beigmohammadi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B15">Ibrahim et&#xa0;al., 2022</xref>).</p>
<p>Folic acid significantly inhibited SARS-CoV-2-induced CPE with a maximum inhibition of 42% at the clinically achievable concentration of 5 &#xb5;M, thus satisfying our criteria for hits but falling short of the criteria of <xref ref-type="bibr" rid="B35">Severson et&#xa0;al. (2007)</xref>. Furthermore, the dose&#x2013;response pattern suggests that lower doses are more effective than higher doses, suggesting that higher doses may be toxic to Vero cells in the presence of SARS-CoV-2 viruses because, as reported above, the tested doses of the drug (alone) were not found to be toxic to Vero cells in the cell toxicity study. This pattern of the lower dose being more effective is also observed in folic acid&#x2019;s significant inhibition of SARS-CoV-2 M<sup>PRO</sup>. The immediate implication of these findings is uncertain beyond the desirable recommendation that lower doses of folic acid should be the target of future possible utilization of folic acid in SARS-CoV-2 infections. This is contrary to the suggestion of <xref ref-type="bibr" rid="B3">Asad and Shuja (2021)</xref> that a higher dose of folic acid would be beneficial in COVID-19, though the suggestion was based on studies that examined the inhibition of Spike protein by folic acid (<xref ref-type="bibr" rid="B1">Abd El Hadi et&#xa0;al., 2021</xref>). Folic acid also significantly inhibits SARS-CoV-2 papain-like protease at concentrations and IC<sub>50</sub> that is also achievable at routine therapeutic doses. Indeed, previous molecular docking studies by our group (<xref ref-type="bibr" rid="B6">Bello et&#xa0;al., 2023</xref>) and others (<xref ref-type="bibr" rid="B20">Lokhande et&#xa0;al., 2021</xref>) suggest folic acid as a potential therapeutic in COVID-19. Wet laboratory studies further suggest that folic acid inhibits SARS-COV-2 nucleocapsid protein (<xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2022</xref>) and inhibits cell invasion by SARS-CoV-2 by methylating ACE2 (<xref ref-type="bibr" rid="B45">Zhang et&#xa0;al., 2022</xref>). The relationship between enzyme inhibition and inhibition of CPE is therefore not immediately certain. Perhaps, a combination effect may be an explanation.</p>
<p>Ivermectin significantly inhibited SARS-CoV-2 M<sup>PRO</sup> and PP with either greater or equivalent percentage inhibition compared to other drugs tested. Nonetheless, ivermectin failed to significantly inhibit SARS-CoV-2-induced CPE. These findings may partly explain the lack of clinical efficacy of ivermectin in various clinical trials (<xref ref-type="bibr" rid="B21">L&#xf3;pez-Medina et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B29">Popp et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B19">Lim et&#xa0;al., 2022</xref>) irrespective of the findings in other studies that, at very high doses (1,200 &#xb5;g/kg), started early in the disease (<xref ref-type="bibr" rid="B7">Buonfrate et&#xa0;al., 2022</xref>), ivermectin potently inhibits viral replication with up to 5,000- fold reduction in viral load (<xref ref-type="bibr" rid="B8">Caly et&#xa0;al., 2020</xref>). In any case, it is important to note that the concentrations of ivermectin under consideration (2.5&#x2013;5 &#xb5;M) are not achievable clinically at currently recommended doses of&lt;200 &#xb5;g/kg (<xref ref-type="bibr" rid="B10">Chaccour et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Momekov and Momekova, 2020</xref>; <xref ref-type="bibr" rid="B32">Schmith et&#xa0;al., 2020</xref>). Nonetheless, our findings further point towards CPE and/or cell-based assays as, perhaps, more clinically relevant endpoints in screening therapeutics against SARS-CoV-2 (<xref ref-type="bibr" rid="B35">Severson et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B4">Basile et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B26">Ngan et&#xa0;al., 2022</xref>).</p>
<p>The antiviral effects of erythromycin, retapamulin, pyridoxine, folic acid, and ivermectin elicited in this study are at least partly related to the inhibitions of SARS-COV-2 protease enzymes (3CL and papain proteases), thereby preventing procession of viral polyprotein, viral protein maturation, and packaging. Similar antiviral mechanisms (prevention of viral protein processing) have been established in antiretroviral agents (<xref ref-type="bibr" rid="B22">Mahdi et&#xa0;al., 2020</xref>) and have been identified in anti-SARS-COV-2 drug under development (<xref ref-type="bibr" rid="B16">Iketani et&#xa0;al., 2021</xref>). In this regard, it is interesting that the currently approved combination drugs for SARS-COV-2 infection, nirmatrelvir/ritonavir (Paxlovid), contain inhibitors of SARS-CoV-2 main protease (Nirmatrelvir) and HIV-1 protease (ritonavir) optimized by the strong CYP3A inhibitory activity of ritonavir (<xref ref-type="bibr" rid="B2">Akinosoglou et&#xa0;al., 2022</xref>).</p>
<sec id="s5_1">
<label>5.1</label>
<title>Limitations of the study</title>
<p>A limitation of this study is that a limited dose span and restricted dose escalations were used, which did not allow for the exploration of the full range of effects of the drugs. However, the restrictions were important in the presence of usual budget constraints, and there is a need to focus on achievable concentrations in the human plasma because off-label use rather than expanded label was the theoretical framework of this study. Such full-range dose studies will still need to be done if expanded drug labeling involving alternative delivery systems is considered. Another limitation is that the studies were conducted between three different collaborating laboratories that may have different laboratory fidelities. Nonetheless, this was a pre-identified challenge, and steps were taken to harmonize workflow between laboratories and thus enhance data integrity. Even then, no experiment conducted in one laboratory was re-run in another collaborating laboratory. Also, although we estimated IC<sub>50</sub> in this study (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary 1</bold>
</xref>), the point estimates should be interpreted with caution because of the possibility of non-monotonicity in the response, a known drawback of IC<sub>50</sub>/EC<sub>50</sub> estimations (<xref ref-type="bibr" rid="B41">Vandenberg et&#xa0;al., 2012</xref>) (for example, the CPE and M<sup>PRO</sup> inhibitions of retapamulin appears &#x201c;n&#x201d; shaped and &#x201c;u&#x201d; shaped, respectively) (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). The 95% CI estimates of the IC<sub>50</sub> provide some reassurance, but again, these were estimated by using the accepted method of inputting unknown data from standard curves (<xref ref-type="bibr" rid="B30">Prichard and Barwick, 2003</xref>; <xref ref-type="bibr" rid="B27">Nusholtz et&#xa0;al., 2010</xref>). Nonetheless, the strengths of the study are the use of validated cell-based assays, ease of running the experiments in moderately equipped laboratories (International Standard Organization Level 2 (<xref ref-type="bibr" rid="B33">Schneider et&#xa0;al., 2017</xref>), and the detection of an acceptable level of effects at therapeutic concentrations of the drugs.</p>
</sec>
</sec>
<sec id="s6" sec-type="conclusion">
<label>6</label>
<title>Conclusion</title>
<p>In this study, we identified erythromycin, retapamulin, pyridoxine, and folic acid as potential therapeutic agents for COVID-19 and provided evidence that ivermectin may not be effective. Because full or close to full effect (100% inhibition) is an ideal target of drug therapy and none of the drugs achieved this at therapeutic doses, combination therapy is recommended though synergism may not be guaranteed. Such combinations may be evaluated in a randomized controlled trial using the basket or umbrella design (<xref ref-type="bibr" rid="B17">Janiaud et&#xa0;al., 2019</xref>). Such a trial will need careful design and funding consideration. Meanwhile, we consider that the evidence provided by this study is sufficient for consideration of off-label use of these drugs in COVID-19 situations, given that the evidence is consistent and comparable with those available for drugs currently in clinical trials (<xref ref-type="bibr" rid="B11">Chavda et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B18">Kim, 2022</xref>) and probably superior to those currently on off-label use (<xref ref-type="bibr" rid="B39">Shojaei and Salari, 2020</xref>; <xref ref-type="bibr" rid="B13">Dasgupta, 2021</xref>). We also recommend that all off-label prescriptions, while maintaining standard ethical requirements, should include robust and objective documentation of patients&#x2019; status and drug dosing to provide <italic>preliminary insight</italic> into the effectiveness of the drugs. Such <italic>preliminary insight documentation</italic> should be routine in off-label prescriptions but may not and cannot replace randomized trials. In this regard, the risk of abuse of documented off-label prescription, like using it as a convenient alternative to clinical trials, should be recognized and mitigated (<xref ref-type="bibr" rid="B13">Dasgupta, 2021</xref>).</p>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.dropbox.com/scl/fo/puu4ern2b1y4xnlhosni5/h?rlkey=px8y36a9724us9pgfne2bgtzf&amp;dl=0">https://www.dropbox.com/scl/fo/puu4ern2b1y4xnlhosni5/h?rlkey=px8y36a9724us9pgfne2bgtzf&amp;dl=0</ext-link>.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>SB: Validation, Visualization, Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation, Resources. MI: Supervision, Validation, Writing &#x2013; review &amp; editing, Formal analysis, Funding acquisition, Methodology. MB: Data curation, Funding acquisition, Methodology, Supervision, Writing &#x2013; review &amp; editing. AY: Conceptualization, Supervision, Visualization, Data curation, Funding acquisition, Investigation, Methodology, Resources, Software, Writing &#x2013; review &amp; editing. AA: Data curation, Funding acquisition, Investigation, Methodology, Formal analysis, Resources, Software, Writing &#x2013; review &amp; editing. AS: Conceptualization, Resources, Software, Writing &#x2013; review &amp; editing, Data curation, Investigation, Methodology, Validation, Visualization. EI: Conceptualization, Formal analysis, Resources, Software, Writing &#x2013; review &amp; editing. ZH: Conceptualization, Project administration, Resources, Supervision, Visualization, Writing &#x2013; review &amp; editing. MP: Conceptualization, Resources, Writing &#x2013; review &amp; editing, Funding acquisition, Software. CO: Conceptualization, Project administration, Resources, Writing &#x2013; review &amp; editing, Supervision. AYB: Conceptualization, Methodology, Resources, Writing &#x2013; review &amp; editing, Data curation, Funding acquisition, Investigation, Project administration. YD: Conceptualization, Resources, Writing &#x2013; review &amp; editing, Methodology, Visualization. IO: Conceptualization, Resources, Writing &#x2013; review &amp; editing, Supervision.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was funded by the Tertiary Education Trust Fund (TETFund) under The TETFund Covid-19 Special Intervention Research grant (grant number TETFund/DR&amp;D/CE/SI/COVID-19/UDUS/VOL 1). The funding agency did not contribute to the design of this work or the preparation of the manuscript.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Author disclaimer</title>
<p>The views stated in this manuscript are solely those of the authors and do not necessarily reflect those of the TETFund.</p>
</sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2023.1273982/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2023.1273982/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
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