ABSTRACT
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a causative agent of the coronavirus disease 2019 (COVID-19) pandemic, and the development of therapeutic interventions is urgently needed. So far, monoclonal antibodies and drug repositioning are the main methods for drug development, and this effort was partially successful. Since the beginning of the COVID-19 pandemic, the emergence of SARS-CoV-2 variants has been reported in many parts of the world, and the main concern is whether the current vaccines and therapeutics are still effective against these variant viruses. Viral entry and viral RNA-dependent RNA polymerase (RdRp) are the main targets of current drug development; therefore, the inhibitory effects of transmembrane serine protease 2 (TMPRSS2) and RdRp inhibitors were compared among the early SARS-CoV-2 isolate (lineage A) and the two recent variants (lineage B.1.1.7 and lineage B.1.351) identified in the United Kingdom and South Africa, respectively. Our in vitro analysis of viral replication showed that the drugs targeting TMPRSS2 and RdRp are equally effective against the two variants of concern.
IMPORTANCE The COVID-19 pandemic is causing unprecedented global problems in both public health and human society. While some vaccines and monoclonal antibodies were successfully developed very quickly and are currently being used, numerous variants of the causative SARS-CoV-2 are emerging and threatening the efficacy of vaccines and monoclonal antibodies. In order to respond to this challenge, we assessed antiviral efficacy of small-molecule inhibitors that are being developed for treatment of COVID-19 and found that they are still very effective against the SARS-CoV-2 variants. Since most small-molecule inhibitors target viral or host factors other than the mutated sequence of the viral spike protein, they are expected to be potent control measures against the COVID-19 pandemic.
KEYWORDS: COVID-19, RNA-dependent RNA polymerase, SARS-CoV-2, TMPRSS2, variant
INTRODUCTION
Coronavirus disease 2019 (COVID-19) is an emerging infectious disease caused by a novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) (1), and it was declared as a pandemic by the WHO on March 11, 2020. To address this unprecedented global challenge, intensive investigations have been simultaneously conducted by global scientific communities and industries to develop diagnostic tools, vaccines, and therapeutics. Remarkably, within 10 months after release of the SARS-CoV-2 genome sequence, a couple of vaccines were successfully developed and are now being used for vaccination of people after emergency use authorization (EUA). Drug development was also partially successful, especially in the development of monoclonal antibodies (2, 3). Notably, the vaccines and monoclonal antibodies currently being used are heavily dependent on the structure and sequence of viral spike protein, which is a surface glycoprotein responsible for virus entry and interacts with the host receptor angiotensin-converting enzyme 2 (ACE2). Thus, if there is any mutation in this protein, it is likely to affect the efficacy of both vaccines and antibodies.
Since the beginning of the COVID-19 pandemic, variants of SARS-CoV-2 have been reported in many parts of the world, and the recent variants identified in the United Kingdom (lineage B.1.1.7), South Africa (lineage B.1.351), and Brazil (lineage P.1) are of particular concern due to multiple mutations in the spike gene (Fig. 1) (4, 5). Indeed, several results are being published that demonstrated reduced neutralization capacity of convalescent plasma, vaccine sera, and monoclonal antibodies against these variants (6–9).
FIG 1.
Schematic illustration of single-nucleotide polymorphisms (SNPs) in SARS-CoV-2 variants. Three SARS-CoV-2 lineages were used in this study: lineage A (an early SARS-CoV-2 isolate), lineage B.1.1.7 (identified in the United Kingdom), and lineage B.1.351 (identified in South Africa). SNPs that are observed in B.1.351 compared to the early isolate are noted in red above the diagram. SNPs observed in B.1.1.7 compared to the early isolate are noted in green below the diagram. NTD, N-terminal domain; RBD, receptor-binding domain; FP, fusion peptide; IFP, internal fusion peptide; HR1, heptad repeat 1; HR2, heptad repeat 2; TM, transmembrane anchor; CT, cytoplasmic tail; ORF, open reading frame; del, deletion.
In addition to monoclonal antibodies, small-molecule inhibitors are also being developed as potential antiviral agents. Targets of such small-molecule inhibitors are often transmembrane serine protease 2 (TMPRSS2) (10–13) and viral RNA-dependent RNA polymerase (RdRp) (14, 15). TMPRSS2 is known to possess serine protease activity, which primes the viral spike protein for fusion between the viral membrane and the host cell membrane before the release of viral genome into the cytoplasm. Camostat and nafamostat are representative drug candidates as TMPRSS2 inhibitors and are currently being tested in several phase 2 and 3 clinical trials in many countries (NCT04623021, NCT04390594, NCT04483960, NCT04521296, NCT04721535, NCT04530617, etc.). On the other hand, RdRp is a target of remdesivir, which is the first approved drug for treatment of COVID-19 patients (16).
In this study, we investigated whether the antiviral drug candidates targeting TMPRSS2 and RdRp are still effective against the recent SARS-CoV-2 variants of concern by assessing in vitro viral replication capacity after drug treatment.
RESULTS AND DISCUSSION
The alignment of SARS-CoV-2 amino acid sequences of two lineages (B.1.1.7 and B.1.351) identified numerous changes compared to the sequence of the early SARS-CoV-2 isolate (lineage A). Several changes were located in the spike protein (Fig. 1), while no change was observed in the NSP12 amino acid sequence, which possesses an RdRp activity.
In order to compare drug efficacy against the three lineages of SARS-CoV-2, both Vero cells (Table 1) and Calu-3 cells (Table 2) were used for virus infection and drug treatment. Drugs were added to the cells before virus infection. Cells were fixed at 24 h postinfection and scored by immunofluorescence analysis with an antibody specific for the viral nucleocapsid (N) protein. For all drugs, cytotoxicity results were identical among the three variants, having a 50% cytotoxic concentration (CC50) value above the highest concentration tested (5 or 50 μM). The microscopic images of both viral N protein and cell nuclei were analyzed using Columbus software, and the dose-response curve (DRC) for each drug and variant was generated (Fig. 2 and 3).
TABLE 1.
Comparison of IC50 values among three SARS-CoV-2 variants in Vero cells
Compound | A |
B.1.1.7 |
B.1.351 |
|||
---|---|---|---|---|---|---|
Mean ± SDa (μM) | Mean ± SDa (μM) | P valueb | Mean ± SDa (μM) | P valueb | ||
Camostat | >5 | >5 | NAc | >5 | NA | |
Nafamostat | >5 | >5 | NA | >5 | NA | |
Aprotinin | >50 | >50 | NA | >50 | NA | |
Bromhexine | 20.31 ± 0.420 | 20.51 ± 0.017 | 0.526 | 20.70 ± 0.253 | 0.427 | |
Niclosamide | 0.204 ± 0.013 | 0.192 ± 0.007 | 0.348 | 0.114 ± 0.014 | 0.022 | |
Ciclesonide | 5.584 ± 0.348 | 6.154 ± 0.124 | 0.177 | 5.220 ± 0.315 | 0.961 | |
Remdesivir | 7.696 ± 0.646 | 4.583 ± 0.484 | 0.033 | 4.476 ± 0.107 | 0.021 | |
Molnupiravir | 31.24 ± 1.965 | >50 | NA | 24.41 ± 4.140 | 0.219 | |
EIDD-1931 | 1.699 ± 0.126 | 1.599 ± 0.116 | 0.557 | 1.336 ± 0.122 | 0.094 |
Mean of 50% inhibitory concentration (IC50) values ± standard deviation (SD) of duplicate IC50 values.
Student’s t test results by comparing IC50 values of A to IC50 values of B.1.1.7 or B.1.351.
NA, not available.
TABLE 2.
Comparison of IC50 values among three SARS-CoV-2 variants in Calu-3 cells
Compound | A |
B.1.1.7 |
B.1.351 |
|||
---|---|---|---|---|---|---|
Mean ± SDa (μM) | Mean ± SDa (μM) | P valueb | Mean ± SDa (μM) | P valueb | ||
Camostat | 0.102 ± 0.023 | 0.108 ± 0.006 | 0.797 | 0.170 ± 0.013 | 0.064 | |
Nafamostat | 0.016 ± 0.003 | 0.018 ± 0.009 | 0.650 | 0.024 ± 0.000 | 0.065 | |
Aprotinin | 0.696 ± 0.333 | 0.930 ± 0.108 | 0.457 | 1.037 ± 0.364 | 0.347 | |
Bromhexine | 12.42 ± 0.378 | 12.20 ± 0.392 | 0.836 | 29.44 ± 13.89 | 0.285 | |
Niclosamide | 1.587 ± 0.119 | 1.383 ± 0.179 | 0.475 | 1.210 ± 0.021 | 0.045 | |
Ciclesonide | 6.258 ± 1.384 | 5.541 ± 0.157 | 0.528 | 8.980 ± 2.235 | 0.462 | |
Remdesivir | 0.730 ± 0.061 | 0.423 ± 0.050 | 0.036 | 0.726 ± 0.052 | 0.652 | |
Molnupiravir | 1.979 ± 0. 161 | 1.705 ± 0.714 | 0.916 | 3.403 ± 0.030 | 0.007 | |
EIDD-1931 | 0.292 ± 0.067 | 0.245 ± 0.014 | 0.476 | 0.351 ± 0.070 | 0.355 |
Mean of 50% inhibitory concentration (IC50) values ± standard deviation (SD) of duplicate IC50 values.
Student’s t test results by comparing IC50 values of A to IC50 values of B.1.1.7 or B.1.351.
FIG 2.
Dose-response curve analysis in Vero cells for the nine drugs that were tested in this study. The red circles (lineage A), blue diamonds (lineage B.1.1.7), and green triangles (lineage B.1.351) represent inhibition of SARS-CoV-2 infection (%) in the presence of increasing concentrations of each drug, and the black squares represent cell viability (%). In each panel, the symbols indicate actual data, while lines indicate the model fitting. Means ± SD were calculated from duplicate experiments.
FIG 3.
Dose-response curve analysis in Calu-3 cells for the nine drugs that were tested in this study. The red circles (lineage A), blue diamonds (lineage B.1.1.7), and green triangles (lineage B.1.351) represent inhibition of SARS-CoV-2 infection (%) in the presence of increasing concentrations of each drug, and the black squares represent cell viability (%). In each panel, the symbols indicate actual data, while lines indicate the model fitting. Means ± SD were calculated from duplicate experiments.
We tested four different TMPRSS2 inhibitors (camostat, nafamostat, aprotinin, and bromhexine) (17), two RdRp inhibitors (remdesivir, EIDD-2801 [molnupiravir], and EIDD-1931 [an active form of EIDD-2801]) (14, 15), and others (niclosamide and ciclesonide) that we had identified in our earlier drug repositioning study (13, 18). The antiviral drug efficacy of each drug was compared among the three lineages of SARS-CoV-2, A (an early SARS-CoV-2 isolate), B.1.1.7 (identified in the United Kingdom), and B.1.351 (identified in South Africa).
While TMPRSS2 inhibitors did not show any antiviral effect in Vero cells as reported previously (Fig. 2) (13), they were very effective in suppressing viral replication in Calu-3 cells, perhaps due to the abundant TMPRSS2 expression in this cell line (19), without substantial differences in drug efficacy among the three lineages of SARS-CoV-2 (Fig. 3). TMPRSS2 cleaves the spike protein at the S2′ cleavage site, and no sequence change was observed at or near this site in the two recent variants (B.1.1.7 and B.1.351) compared to the sequence of the early SARS-CoV-2 isolate (lineage A) (Fig. 1). Perhaps, the conserved sequence at this region could account for the similar drug efficacy among the three lineages.
The amino acid sequence of NSP12 was also well conserved among the three lineages of SARS-CoV-2 (Fig. 1), and we did not find any substantial differences among them with regard to drug efficacy of the two representative RdRp inhibitors (remdesivir and molnupiravir) (Fig. 2 and 3). Both remdesivir and molnupiravir are nucleoside analogs; however, the two drugs differ from each other in that remdesivir works as a chain terminator but molnupiravir induces mutations during viral RNA replication. Molnupiravir (EIDD-2801) is a prodrug of β-d-N4-hydroxycytidine (EIDD-1931), and it has well-known broad-spectrum antiviral activity against various RNA viruses (20–23). Since this drug is orally available, it could be easily administered for patients even with mild COVID-19 if it is successfully developed. Currently, phase 2 and 3 clinical trials are being conducted globally for this new drug candidate (NCT04405739, NCT04575597, NCT04939428, etc.).
Finally, we assessed the antiviral drug efficacy of niclosamide and ciclesonide, and no substantial differences in drug efficacy were observed among the three lineages (Fig. 2 and 3). This result suggests that the potential targets of these drugs lie outside the substituted amino acids in the two variants. Currently, niclosamide and ciclesonide are being tested in several clinical trials to assess antiviral efficacy against SARS-CoV-2 infection (NCT04330586, NCT04749173, NCT04399356, etc.).
Most monoclonal antibodies, convalescent plasma, and vaccines that are being used for treatment or prevention of COVID-19 were developed to target the viral spike protein, specifically, the receptor-binding domain. While this protein is abundant and more immunogenic than the other viral proteins, it is also the place where many mutations occur (e.g., N501Y, E484K, and K417N) due to potential viral adaptations and various selective pressures, etc. Of these mutations, some are known to substantially reduce neutralization capacity of monoclonal antibodies, convalescent plasma, and vaccine sera. Hence, it is very important to develop therapeutics targeting viral or host factors other than the spike protein to address potential resistance issues caused by spike mutations.
In summary, we analyzed the efficacy of potential drug candidates (i.e., TMPRSS2 inhibitors, RdRp inhibitors, and others) against the recent SARS-CoV-2 variants of concern, and we found that all of them were equally effective in suppressing replication of B.1.1.7 and B.1.351 variants compared to the early SARS-CoV-2 isolate. The results from this study would help develop therapeutic interventions specifically targeting TMPRSS2, RdRp, or other viral and host factors.
MATERIALS AND METHODS
Virus and cells.
Vero and Vero E6 cells were obtained from ATCC (CCL-81 and C1008, respectively) and maintained at 37°C with 5% CO2 in Dulbecco’s modified Eagle’s medium (DMEM; Welgene) supplemented with 10% heat-inactivated fetal bovine serum (FBS) and 2% antibiotic-antimycotic solution (Gibco). The Calu‐3 cell line used in this study is a clonal isolate, which shows a higher growth rate than the parental Calu‐3 cell line obtained from ATCC (HTB‐55). Calu‐3 was maintained at 37°C with 5% CO2 in Eagle’s minimum essential medium (EMEM; ATCC) supplemented with 20% heat‐inactivated FBS, 1% MEM-nonessential amino acid solution (Gibco), and 2% antibiotic‐antimycotic solution (Gibco). Three lineages of SARS‐CoV‐2 were provided by the Korea Disease Control and Prevention Agency (KDCA) and were propagated in Vero E6 cells. Each lineage is noted as lineage A (an early SARS-CoV-2 isolate) (hCoV-19/Korea/KCDC03/2020), lineage B.1.1.7 (hCoV-19/Korea/KDCA51463/2021), and lineage B.1.351 (hCoV-19/Korea/KDCA55905/2021) in this study. Viral titers were determined by plaque assays in Vero cells (24). All experiments using SARS‐CoV‐2 were performed at Institut Pasteur Korea in compliance with the guidelines of the Korea National Institute of Health (KNIH) using enhanced biosafety level 3 (BSL‐3) containment procedures in laboratories approved for use by the KDCA.
Reagents.
All compounds except for ciclesonide and EIDD-1931 were purchased from MedChemExpress (Monmouth Junction, NJ, USA). Ciclesonide and EIDD-1931 were purchased from Cayman Chemical (Ann Arbor, MI, USA). The following are the lot numbers and purities of each compound: aprotinin (lot, 62009; purity of ≥98.0%), bromhexine hydrochloride (lot, 15159; purity of 99.39%), niclosamide (lot, 15718; purity of 98.68%), ciclesonide (lot, 0472344-2; purity of ≥98.0%), remdesivir (lot, 46182; purity of 99.78%), EIDD-2801 (lot, 67548; purity of 99.94%), and EIDD-1931 (lot, 0590872-1; purity of ≥95.0%). Stock solution was dissolved in dimethyl sulfoxide (DMSO) at a 10 mM concentration. Anti‐SARS‐CoV‐2 N protein antibody was purchased from Sino Biological Inc. (Beijing, China). Alexa Fluor 488 goat anti‐rabbit IgG (H + L) secondary antibody and Hoechst 33342 were purchased from Molecular Probes. Paraformaldehyde (PFA) (32% aqueous solution) and normal goat serum were purchased from Electron Microscopy Sciences (Hatfield, PA, USA) and Vector Laboratories, Inc. (Burlingame, CA, USA), respectively.
Dose-response curve analysis.
Vero cells were seeded at 1.0 × 104 cells per well with DMEM (Welgene) supplemented with 2% heat-inactivated FBS and 2% antibiotic-antimycotic solution (Gibco) in black, 384‐well μClear plates (Greiner Bio‐One) 24 h before the experiment. Calu-3 cells were seeded at 2.0 × 104 cells per well with EMEM (ATCC) supplemented with 20% heat-inactivated FBS, 1% MEM-nonessential amino acid solution (Gibco), and 2% antibiotic-antimycotic solution (Gibco) in black, 384‐well μClear plates (Greiner Bio‐One) 24 h before the experiment. The seeding density of Calu-3 cells was two times more than that for Vero cells due to the lower growth rate of Calu-3 cells. Ten‐point DRCs were generated with 3-fold dilutions, with compound concentrations ranging from 0.0025 to 50 μM. Only nafamostat and camostat used a top concentration of 5 μM instead of 50 μM; thus, concentrations ranged from 0.00025 to 5 μM. For viral infection, plates were transferred into the BSL‐3 containment facility, and SARS‐CoV‐2 was added at a multiplicity of infection of 0.008 for Vero cells and 0.2 for Calu-3 cells. The plates were incubated at 37°C for 24 h. The cells were fixed at 24 h postinfection with 4% PFA and permeabilized with 0.25% Triton X-100 solution. Anti-SARS-CoV-2 nucleocapsid (N) primary antibody, 488-conjugated goat anti-rabbit IgG secondary antibody, and Hoechst 33342 were applied to the cells for immunofluorescence. Images acquired with an Operetta high-throughput imaging device (PerkinElmer) were analyzed using Columbus software (PerkinElmer) to quantify cell numbers and infection ratios. Antiviral activity was normalized to infection control (0.5% DMSO) in each assay plate. Cell viability was measured by counting nuclei in each well and normalizing it to the mock control. The plots for DRCs were generated using Prism7 software (GraphPad, San Diego, CA, USA). The 50% inhibitory concentration (IC50) and 50% cytotoxic concentration (CC50) values were calculated using nonlinear regression analysis, log(inhibitor concentration) versus response − variable slope (four parameters) with the following equation: Y = bottom + (top − bottom)/(1 + 10[(logIC50 – X) × HillSlope]). All IC50 and CC50 values were measured in duplicate.
ACKNOWLEDGMENTS
The pathogen resources (NCCP43326, NCCP43381, and NCCP43382) for this study were provided by the National Culture Collection for Pathogens. This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIT) (NRF-2017M3A9G6068245, NRF-2020M3E9A1041756, and NRF-2020M3A9I2081692).
Contributor Information
Seungtaek Kim, Email: seungtaek.kim@ip-korea.org.
Cyprian C. Rossetto, University of Nevada, Reno
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