Review Article

Novel Drug Design for Treatment of COVID-19: A Systematic Review of Preclinical Studies

Table 4

Summary of studies with in vitro method.

AuthorYearMethodDetail of methodName of compound/drugTargetEfficacyComments

Agarwal et al. [284]2020In vitroIL-1β assay using THP-1 cells, in vivo pharmacokinetic investigation in C57BL/6 miceAlkenyl sulfonylurea derivativesNLRP3 inhibition and reduction in the release of interleukin-1βIL-1β inhibition IC50 of 35 nM, good oral absorption showing Cmax of 8.49 μg/mL with an AUC of 48.9 μg·h/mL and terminal half-life of 2.86 h, after oral route of administration at 3 mg/kg doseNovel thiazolo-alkenyl sulfonylurea derivative 7 as potent, selective, and orally bioavailable NLRP3 inflammasome inhibitor
Akaberi et al. [285]2020In vitroVero E6 cells, RT-qPCR for the quantification of viral RNA, expression and purification of SARS-CoV-2 3CL protease in vitro enzymatic assayNO-Donor S-nitroso-N-acetylpenicillamine (SNAP): nitric oxideMain proteaseAlthough the viral replication was not completely abolished (at 200 μM and 400 μM), SNAP delayed or completely prevented the development of viral cytopathic effect in treated cells (IC50 = 440.95 μM ± 36.15 SE)A dose-dependent inhibition of the 3CL protease (400 μM)
Bernstein and Zhang [286]2020In vitroVero E6 cells: virus was then added at a multiplicity of infection (MOI) of 0.01, with 1 h allowed for infection. Cytotoxicity: Cell Counting Kit-8 (CCK-8) colorimetric assayGallium maltolate (GaM)Inhibition of viral replicationEC50 (concentration producing 50% inhibition of viral replication) of about 14 μM (CI 95%: 8.9–22.8 μM)No cytotoxicity was observed at concentrations up to at least 200 μM
Bocci et al. [287]2020In vitroLigand-based virtual screening/Vero E6 cells. Uninfected cells and chloroquine as control inhibition of the SARS-CoV-2-mediated CPE following infection in Vero E6 cells tissue culture infectious dose (TCID50) assay4000 approved drugs/glafenine, amodiaquine vorinostat, zuclopenthixol, isoxsuprine, nebivolol, ambroxol, panobinostat, and pracinostatInhibition of viral replicationIn silico: glafenine, amodiaquine (amodiaquine), vorinostat, zuclopenthixol, isoxsuprine, nebivolol, ambroxol, panobinostat, and pracinostat. In vitro: zuclopenthixol and amodiaquine show anti-SARS-CoV-2 activity comparable with chloroquine. EC50 values were estimated as 0.13 μM for AQ, 1.35 μM for ZPX, and 2.72 μM for nebivololZuclopenthixol and nebivolol exhibit in vitro antiviral activities and potencies that are comparable or better than chloroquine and hydroxychloroquine
Cao et al. [288]2020In vitroAfrican green monkey kidney Vero E6 cells were infected with virus at an MOI of 0.01 for 1 h. Immunofluorescence assay physiologically based pharmacokinetic modeling and simulations9 artemisinin-related compoundsInhibition of viral replicationArteannuin B showed the highest anti-SARS-CoV-2 potential with an EC (50) of 10.28 ± 1.12 μM. Artesunate and dihydroartemisinin showed similar EC (50) values of 12.98 ± 5.30 μM and 13.31 ± 1.24 μM, respectivelyLumefantrine could inhibit SARS-CoV-2 in vitro with an EC50 of 23.17 ± 3.22 μM. Impair viral infection by modulating host cell metabolic pathways
Chen et al. [289]2021In vitroFluorescence-based high-throughput screen, docking/pretreated with various concentrations of test compound for 1 h, followed by infection with SARS-CoV-2 (MOI of 0.0001) in the presence of test compounds, expression and purification of SARS-CoV-2 PLpro, 3CL protease from Escherichia coli enzymatic assay of SARS-CoV-2 PLpro cytotoxicity assay1920 natural productsMain protease, papain-like proteaseGinkgolic acid and anacardic acid were also identified as inhibitors of 3CLpro, with IC50 values of 1.79 ± 0.58 and 2.07 ± 0.35 μM, respectively, both ginkgolic acid and anacardic acid dose-dependently inhibited PLpro activity, with IC50 values of 16.30 ± 0.64 and 17.08 ± 1.30 μM, respectivelyGinkgolic acid act as an irreversible inhibitor against both PLpro and 3CLpro, suggesting it is a covalent inhibitor
Gendrot et al. [290]2020In vitroVero E6 cells, replication was estimated by RT-PCR/chloroquine as control determination of the inhibition stageDoxycyclineInhibition of viral replicationMedian effective concentration (EC50) and 90% effective concentration (EC90) for doxycycline were 4.5 ± 2.9 μM and 23.5 ± 16.5 μM, respectively, EC50 = 4.5 μMInteracted at both entry and postentry stages of the SARS-CoV-2 infection doxycycline has anti-inflammatory effects
Gupta et al. [291]2021In vitroHigh-throughput virtual screening, molecular dynamic simulation, prime MM-GBSA/Vero E6 cells infected with the SARS-CoV-2 fluorescence-based biochemical assay for inhibitors of 3CLproFDA-approved drugsMain protease, PLpro, RNA-directed RNA polymerase, helicase, NSP-15, NSP14, and 2′-O-methyltransferaseTroxerutin (main protease and PLpro) and bisindolylmaleimide derivatives (main protease and exon) had possible dual targets. Ivermectin has nonselective toxicity to the ATCC E6 Vero cells at ≤50 μM and 16.67 μM based on the number of nuclei countedBIM IX specifically blocked 3CLpro in vitro enzymatic assay inhibition was observed with an IC50 value of 113.7 ± 5.2 μM a known inhibitor of protein kinase C isoforms, bisindolylmaleimide IX (BIM IX), was found to be a potent inhibitor of SARS-CoV-2
Hahn et al. [292]2020In vitroVero B4 and 76 cells و Vero E6 cells/remdesivir RT-qPCR for the detection of extracellular SARS-CoV-2 in cell immunostaining for the detection of Intracellular SARS-CoV-2 Western blot analysis viral plaque and yield reduction assay neutral red assay (NRA)(IMU-838) inhibitor of human dihydroorotate dehydrogenase (DHODH)Inhibition of viral replication/immunomodulatorA virus-specific EC90 of 6.2 ± 1.9 μM was measured, with no cytotoxicity observed with drug concentrations up to 100 μM at 3 days p.i.Active moiety of IMU-838, vidofludimus, possesses broad-spectrum antiviral activity. IMU-838 reduces T lymphocyte proliferation, cytokine production, and organ infiltration by leukocytes in various in vivo and in vitro models for autoimmunity
Hattori et al. [293]2021In vitroVeroE6 cell-based assays with RNA-qPCR, cytopathic assaysTwo small-molecule-compounds, named GRL-1720 and 5 h, containing an indoline and indole moietyMain proteaseEC(50) values of 15 ± 4 and 4.2 ± 0.7 μM for GRL-1720 and 5 hCombination of 5 h and remdesivir exhibits synergism against SARS-CoV-2.5 h might serve as a lead M (pro) inhibitor
Jang et al. [294]2021In vitroVero CCL-81 cells/Calu-3 human lung epithelial cellsGemcitabine and its analog 2′-fluoro-2′-deoxycytidine (2FdC)Inhibition of viral replication50% effective concentration (EC(50)) of 1.2 μM compare to remdesivir 2FdC was marginally active (EC(50) = 175.2 μM)Gemcitabine has a synergistic effect when combined with remdesivir
Jeon et al. [295]2020In vitroDrug repositioning/chloroquine, lopinavir, and remdesivir were used as reference drugs/VeroE6 cell/immunofluorescence analysis48 FDA-approved drugsInhibition of viral replicationNiclosamide (IC50, 0.28 μM), ciclesonide (IC50, 4.33 μM)24 potential antiviral drug candidates against SARS-CoV-2 infection
Liu et al. [296]2020In vitroVirtual screening/spiked pseudotyped lentivirus for imitating SARS-CoV-2 cell entry/ACE2-GFP expressing HEK293T 2 cells. HeLa Cells, 293T (human, kidney) cells, and Vero-E6 (African green monkey, kidney) cellsFDA-approved drugsAngiotensin I-converting enzyme 2 (ACE2) and a spike proteinNine potential candidates were selected and submitted to experimental studies. Three (romidepsin, saquinavir, and nelfinavir) of nine drugs possess the ability to suppress SARS-2-S pseudotyped particles to enter the ACE2 expressing cells in a concentration-dependent mannerFive clinical HDAC inhibitors including romidepsin, panobinostat, givinostat hydrochloride monohydrate, CAY10603, and sirtinol could inhibit noticeably the spike/ACE2-mediated cell entry of SARS-CoV-2
Ma et al. [297]2020In vitroVero E6 cells using cytopathic effect and plaque reduction assay. HCoV-229E infection in Huh-7 cells. Western blot assayPhillyrin (KD-1) ingredient of Forsythia suspensaInhibition of viral replicationInhibit SARS-CoV-2. Markedly reduce the production of pro-inflammatory cytokines (TNF-α, IL-6, IL-1β, MCP-1, and IP-10) at the mRNA levels. p-NF-κB p65, NF-κB p65, and p-IκBαKD-1 could significantly inhibit virus proliferation in vitro, the upregulated expression of pro-inflammatory cytokines induced by SARS-CoV-2
Masih et al. [298]2020In vitroLPS-stimulated RAW267.4 cells by enzyme immunoassay Western blot assayPyrazole derivativesAnti-inflammatory levels of interleukin-1β, tumor necrosis factor-α, and interleukin-6Compound 6c as the most potent analog among the tested series. Inhibition of inhibitor kappa B-α and NF-κB
Omotuyi et al. [299]2020In vitroKinetic assayAframomum melegueta. 100 secondary metabolitesMain protease, 2′-O-ribose methyltransferase (NSP16), and surface glycoprotein/ACE2 receptor interfaceDiarylheptanoid (letestuianin A), phenylpropanoid (4-cinnamoyl-3-hydroxy-spiro[furan-5,2′-(1′H)-indene]-1′,2,3′(2′H,5H)-trione), flavonoids (quercetin, apigenin, and tectochrysin) have been identified as high binding compounds to SARS-CoV-2 targets in a polypharmacology mannerDi-ethyl-ether (IC50 = 0.03 mg/L), acetone (IC50 = 1.564 mg/L), ethyl-acetate (IC50 = 0.382 mg/L), and methanol (IC50 = 0.438 mg/L) fractions demonstrated the best inhibition in kinetic assay
Outlaw et al. [300]2020In vitroVero E6 cell β-Gal complementation-based fusion assay. Viral titration and plaque reduction neutralization assay quantitative RT-PCR.A lipopeptide that is derived from the C-terminal heptad repeat (HRC) domain of SARS-CoV-2 SInhibition cell-cell fusionInhibits cell-cell fusion mediated by SARS-CoV-2 S and blocks infection by live SARS-CoV-2 in Vero E6 cell monolayers (IC50) of ∼10 nM and 90% inhibitory concentration (IC90) of ∼100 nM
Pitsillou et al. [301]2021In vitroMolecular docking, molecular dynamic simulation/papain-like protease (SARS-CoV-2) assay kit GRL-0617 as a control enzymatic inhibition assay300 small compounds derived predominantly from our OliveNet™ library (222 phenolics) and supplemented with synthetic and dietary compoundsPapain-like proteaseSelection of 30 compounds. Hypericin possessed inhibition activity, and both rutin and cyanidin-3-O-glucoside resulted in a concentration-dependent inhibition of the PLproThe IC50 values were not clarified in experiment
Pizzorno et al. [302]2020In vitroVero E6 cells/remdesivir, lopinavir, chloroquine as comparatorFavipiravir, ribavirin, umifenovir (arbidol), berberine, cyclosporine A, diltiazemInhibition of viral replicationUmifenovir, berberine, and cyclosporine A with estimated 50% inhibitory concentrations of 0.99, 5.2, 1.38, 3.5, 10.6, and 3 μM, respectivelyA strong antagonism between remdesivir and berberine, in contrast with remdesivir/diltiazem, for which we describe high levels of synergy
Plaze et al. [303]2021In vitroMonkey VeroE6 cells and human alveolar basal epithelial A549-ACE2 cell RT-qPCR for the presence of SARS-CoV-2 RNAChlorpromazineInhibition of viral replication(IC50) of 8.2 μM in monkey VeroE6 cells (CC50) of 13.5 μM, and selectivity index (SI) of 1.65 IC50 of 11.3 μM, CC50 of 23.1 μM, and SI of 2.04 in human A549-ACE2 cells
Reznikov et al. [304]2021In vitroRepurposing study molecular docking/human lung A549 cells that were transfected with hACE2 (ACE2-A549) cells, Vero E6 cellsElectronic health records of over 219,000 patients with antihistaminesInhibition of viral replication/spike proteinIC50 15.3 μg/ml for hydroxyzine, 17.4 μg/ml for diphenhydramine, and 2.24 μg/ml for azelastineHydroxyzine and possibly azelastine bind angiotensin-converting enzyme-2 (ACE2) and the sigma-1 receptor as off-target disease prevention
Sakurai et al. [305]2021In vitroVeroE6 cells/human colon-derived Caco-2 cells/infection assay with immunofluorescence5-Amino levulinic acid (5-ALA)Inhibition of viral replicationIC50 of 570 μM/IC50 of 63 μM in human Caco-2 cells. No significant cytotoxicity5-ALA is synthesized in most animals and plants and we are continuously consuming it in our food. Show anti-inflammation effects in humans
Stone et al. [306]2021In vitroVero E6 monkey kidney and Calu-3 human lung adenocarcinoma cells/RT-qPCR of RNAStenoparib poly(ADP ribose) polymerase (PARP) inhibitorInhibition of viral replicationDose-dependent activity against SARS-CoV-2 at concentrations up to 30 μM with negligible cytotoxicity. Synergistic effect with remdesivirStenoparib impedes entry and postentry processes
Su et al. [307]2020In vitroVero E6 cells, quantitative real-time RT-PCRShuanghuanglian preparation, a Chinese traditional patent medicine (chlorogenic acid, phillyrin, baicalin, and baicalein)Main proteaseDose-dependent inhibition of SARS-CoV-2 3CLpro, and the resulting IC50 values were 0.090, 0.064, and 0.076 μL/mL for three Shuanghuanglian oral liquids produced by three different pharmaceutical companiesBaicalin and baicalein, which have good drug-like properties
Touret et al. [308]2020In vitroVeroE6 cells/human colon-derived Caco-2 cell real-time RT-PCR/remdesivir as controlFDA-approved chemical libraryInhibition of viral replication23 drugs were selected to cover the 12 different groups. 11 compounds such as macrolide antibiotics, proton pump inhibitors, antiarrhythmic agents, or CNS drugs emerged showing antiviral potency with 2 < EC50 ≤ 20 μMTwo of the highest antiviral activity were obtained for azithromycin (EC50 = 2.12 μM) and hydroxychloroquine (EC50 = 4.17 μM). Vonoprazan and sulfadoxine show a moderate activity with EC50 above 30 μM
Tree et al. [309]2021In vitroPlaque inhibition assay with Vero E6 cells/differential scanning fluorimetry/ELISA assaysUnfractionated heparin (UFH), low MW heparinsInhibition of viral replication/spike protein RBDAll the UFH preparations had potent antiviral effects, with IC50 values ranging between 25 and 41 μg·ml−1, whereas LMWHs were less inhibitory by ∼150-fold (IC50 range 3.4–7.8 mg·ml−1)Heparin directly inhibits the binding of RBD to the human ACE2 protein receptor
Vatansever et al. [310]2021In vitroDocking, screening assay/Vero E6, and A549 cell culture30 FDA/EMA-approved drugsMain proteaseSix FDA/EMA-approved drugs can potently inhibit Mpro with an IC50 value lower than 100 μM. Bepridil exhibited strong inhibition of SARS-CoV-2 from entry and replication inside Vero E6 and A549 cells (IC50 = 72 μM)Bepridil indicated that it had low micromolar EC50 values
Wang et al. [311]2020In vitroFRET-based enzyme activity assay of Mpro measurement of human TMPRSS2 activity by a FRET-based enzymatic assay surface plasmon resonance (SPR) analysis molecular docking African green monkey kidney cell Vero E6Catechin, kaempferol, quercetin, proanthocyanidins, resveratrol, and tannic acidTMPRSS2 (transmembrane protease serine 2) main proteaseTannic acid inhibited the activities of the two proteases with an IC50 of 13.4 mM for Mpro and 2.31 mM for TMPRSS2A potent dual inhibitor
Watashi [312]2021In vitroVirtual drug screening, docking/VeroE6 cells detecting the viral RNA by real-time RT-PCR or viral proteins by immunofluorescenceFDA-approved drugsMain protease, PLpro, RdRp, helicase, spike, ACE2, and TMPRSS2Abiraterone, amodiaquine, anidulafungin, arbidol, astemizole, atazanavir, auranofin, azithromycin bazedoxifene, bexarotene, camostat IC50 values <5 μMCepharanthine, cetilistat, chloroquine, ciclesonide, cyclosporine A, digoxin, ivermectin, lopinavir, mefloquine, nelfinavir, niclosamide
Yu et al. [313]2021In vitroComputer-aided drug design and biological verification surface plasmon resonance (SPR) assays and NanoBiT assaysTraditional Chinese medicineSpike proteinsGlycyrrhizic acid, the most efficient and nontoxic broad-spectrum anticoronavirus molecule IC50, was 22 μM
Zandi et al. [314]2021In vitroAfrican green monkey kidney cells (Vero CCL-81 cells) and reverse transcription-quantitative PCR (qRT-PCR). Remdesivir and β-D-N4-hydroxycytidine as positive drug controlsNucleoside analogs/anti-HCV agentsInhibition of viral replicationSofosbuvir and favipiravir demonstrated no antiviral effect against COVID-2
Zhang et al. [315]2020In vitroHybrid virtual screening, docking, force field-based simulation/qRT-PCR assay, indirect immunofluorescence assay (IFA) and CCK-8 assay, surface plasmon resonance (SPR) assay/Vero cells1906 approved drugs from TargetMol-approved drug libraryRNA-dependent RNA polymerase (RdRp)Pralatrexate and azithromycin (EC50) values of 0.008 and 9.453 μMA new therapeutic agent pralatrexate against COVID-19 by targeting RdRp
Zhang et al. [316]2020In vitroAfrican green monkey kidney Vero E6 cell line, quantitative real-time PCR (RT-PCR) analysis, immunofluorescence microscopy, Western blot analysisLopinavir/ritonavir, rupintrivir, and AG7404Inhibition of viral replication(IC50) and half cytotoxic concentration (CC50) values of lopinavir were ∼12.01 μmol/L and 80.82 μmol/L; for ritonavir, the IC50 and CC50 values were 19.88 μmol/L and 94.71 μmol/L (SI = 4.76)Rupintrivir inhibited SARS-CoV-2 infection only at high drug concentrations (Vero E6: IC50 = 34.08 μmol/L, AG7404: Vero E6: IC50∼195.8 μmol/L). Lopinavir/ritonavir should be stopped for clinical use due to the huge gap between in vitro IC50 and free plasma concentration
Zhu et al. [317]2021In vitroHuman fibroblast lung cells (MRC-5), cytopathic effect (CPE) assay, primary human airway air-liquid interface (ALI) cultures, TEER assay, CCK-8 assaysStimulator of interferon genes (STING): dimeric amidobenzimidazole (diABZI)Inhibition of viral replicationPotent anticoronavirus activity against both the common cold human coronavirus 229E (HCoV-229E) and SARS-CoV-2 in cell culture systems. EC50 of 120 μM