2023 Impact Factor
Since infection with severe acute respiratory syndrome CoV-2 (SARS-CoV-2) was first reported in Wuhan City, China in December 2019 (Wu
The N protein is essential to the viral RNA packaging and modulation of cellular responses as a multifunctional protein (Perdikari
Drug repurposing is one of the effective strategies when the development of novel therapeutics is emergent, especially in a pandemic situation. The SARS-CoV-2 N protein is an RNA-binding protein which is essential for both viral RNA replication and viral RNA genome packaging by forming helical ribonucleoproteins (Wu
The protein structures for the molecular docking simulation were obtained from the Research Collaboratory for Structural Bioinformatics Protein Database (RCSB PDB). PDB entry codes for the NTD of the SARS-CoV2 N protein were 6M3M, 6VYO, 6WKP, and 7CDZ. The assembly modeling for the protein structure prediction with AlphaFold was performed by the web-based server exploiting ColabFold (Jumper
African green monkey kidney Vero E6 cells and human airway epithelial Calu-3 cells were obtained from the Korean Cell Line Bank (Seoul, Korea). Vero E6 cells and Calu-3 cells were grown in Dulbecco’s modified Eagle’s medium (DMEM, Thermo Fisher Scientific, Waltham, MA, USA) containing 10% fetal bovine serum (FBS, Thermo Fisher Scientific), 25 mM HEPES, 100 U/mL penicillin, and 100 μg/mL streptomycin in a 5% CO2 incubator at 37°C. SARS-CoV-2 (hCoV-19/South Korea/KCDC03/2020, NCCP43326) was provided by the National Culture Collection for Pathogens (Osong, Korea). The virus amplification was performed as described elsewhere (Park
SARS-CoV-2 quantification was performed as described elsewhere (Kim
First, 7×105 Vero E6 cells/well were plated on six-well plates for 12 h. Then, SARS-CoV-2 (200 pfu/well) was mixed with each chemical at a final concentration of 10 µM or 1 µM, and Vero E6 cells in each well were treated with the mixtures. After a 1 h incubation with shaking at 20 min intervals in a CO2 incubator, the supernatant was removed, and the wells were overlaid with 3 mL DMEM/F12 medium (Thermo Fisher Scientific) containing 2% Oxoid agar and TPCK (1 µg/mL)-treated trypsin (Sigma-Aldrich). Finally, 72 h after infection, the plaques formed in each wells were observed with crystal violet satining.
Vero E6 cells (5×104 cells/well 6-well plates) were cultured overnight. The cells were infected with SARS-CoV-2 in PBS (0.1 MOI) for 1 h with shaking at 20 min intervals in a CO2 incubator at 37°C, and then, 2 mL of DMEM containing 2% FBS were added to each well. After a 3 h incubation in a CO2 incubator at 37°C, the cells were treated with 0.1% DMSO, atovaquone (Sigma-Aldrich), abiraterone acetate (Sigma-Aldrich), digoxin (Sigma-Aldrich), or β-Estradiol 3-benzoate (Sigma-Aldrich) in a dose-dependent manner, and the plates were incubated for an additional 48 h. Supernatants of the virus-infected cells were collected, and virus replication was quantified using the plaque formation assay.
Vero E6 cells (1×103 cells/well) were plated onto 96-well plates in DMEM containing 10% FBS for 12 h. Then, the cells were incubated with atovaquone, abiraterone acetate or digoxin at the indicated concentrations for 48 h in DMEM containing 2% FBS. The cells were then treated with 10 µL Cell Counting Kit-8 (CCK-8) solution (Dojindo Molecular Technologies, Rockville, MD, USA) for 2 h at 37°C. Soluble formazan was measured by absorbance at 450 nm using a microplate reader (Thermo Fisher Scientific, Ratastie, Finland) as described elsewhere (Maharjan
The effects of the chemicals on the expression of the N protein and S protein in SARS-CoV-2-infected cells were investigated by indirect immunofluorescence and confocal microscopy. Vero E6 cells were plated on coverslips in 12-well plates overnight and then infected with SARS-CoV-2 (0.1 MOI) in PBS with shaking at 15-20 min intervals in a CO2 incubator for 1 h at 37°C. After washing with PBS, the cells were cultured in 2 mL of DMEM containing 2% FBS for a 3 h incubation at 37°C, and then, the cells were treated with 0.1% DMSO, abiraterone acetate (10 µM) or atovaquone (10 µM). After a 48 h incubation in a CO2 incubator, the cells were fixed with 4% paraformaldehyde in PBS, permeabilized with 0.1% Triton X-100, and then blocked with 3% BSA. The permeabilized cells were incubated with rabbit anti-SARS-CoV-2 Spike protein polyclonal antibody (anti-SARS-CoV-2 S Ab, Cat. No. 40592-T62, Sino Biological, Vienna, Austria) or mouse anti-SARS-CoV-2 N protein monoclonal antibody (anti-SARS-CoV-2 S mAb, Cat. No. 40143-MM05, Sino Biological) for 2 h. The cells were then washed with PBST containing 1% BSA and incubated with Alexa Fluor 488-conjugated secondary antibody (Thermo Fisher Scientific) for 1 h. The nuclei were stained with Hoechst 33258. The slides were examined using a Carl Zeiss LSM710 microscope (Carl Zeiss, Oberkochen, Germany).
Results are shown as the mean ± standard deviation. Differences between the samples were analyzed using an unpaired, 2-tailed nonparametric t-test of significance (Instat; GraphPad Inc., San Diego, CA, USA).
The NTD of the SARS-CoV-2 N protein directly binds to RNA molecules by stacking interactions between aromatic amino acids and nucleobases (Kang
Table 1 Analysis of N-protein docking results and prioritized compound sets
Compounds | Binding free energy (kcal/mol) | ||||
---|---|---|---|---|---|
6M3M | 6VYO | 6WKP | 7CDZ | average | |
Ergotamine | –8.1 | –7.1 | –7.4 | –7.8 | –7.6 ± 0.4 |
Abiraterone | –7.1 | –7.4 | –6.9 | –7.3 | –7.2 ± 0.2 |
Digoxin | –7.1 | –7.2 | –7.1 | –7.2 | –7.2 ± 0.1 |
Lumacaftor | –7 | –7.2 | –7.2 | –7.1 | –7.1 ± 0.1 |
Eltrombopag | –7.5 | –7.4 | –6.6 | –7 | –7.1 ± 0.4 |
Abiraterone acetate | –7 | –7.4 | –6.8 | –7.3 | –7.1 ± 0.3 |
Proscillaridin | –7.4 | –7 | –6.8 | –7.2 | –7.1 ± 0.3 |
Atovaquone | –6.9 | –7.4 | –6.8 | –6.9 | –7.0 ± 0.3 |
Olaparib | –7.2 | –6.5 | –6.9 | –7 | –6.9 ± 0.3 |
Fluspirilene | –7.1 | –7 | –6.7 | –6.4 | –6.8 ± 0.3 |
Difenoxin | –6.8 | –6.6 | –6.6 | –6.9 | –6.7 ± 0.2 |
Quinestrol | –6.9 | –7.3 | –6.2 | –6.5 | –6.7 ± 0.5 |
Norethynodrel | –6.8 | –7 | –6.2 | –6.8 | –6.7 ± 0.3 |
Venetoclax | –7.3 | –6.3 | –6.5 | –6.5 | –6.7 ± 0.4 |
The anti-viral activities of twelve FDA-approved drug candidates were evaluated by the plaque reduction assay with SARS-CoV-2. Each FDA-approved drug was mixed with SARS-CoV-2 (200 pfu) at a final concentration of 1 or 10 µM, and then, Vero E6 cells were treated with the mixture. In the plaque reduction assay results, no chemicals significantly reduced the number of plaques. However, three drugs, atovaquone, abiraterone acetate, and digoxin, tended to reduce the size of the SARS-CoV-2 viral plaques in the preliminary screening assays (Fig. 2A-2C). In the best optimized docking models, atovaquone, abiraterone acetate, and digoxin interacted with the TYR109 residue of the N protein NTD (Fig. 3). In the energy-optimized model, atovaquone interacted with the TYR109 residue via π-π stacking interactions whereas abiraterone acetate and digoxin bound to the TYR109 residue with π-alkyl interactions. Notably, abiraterone acetate formed an additional hydrogen bond with the THR91 residue of the NTD and was surrounded by the binding pocket residues including TYR109 (Fig. 3E).
After the COVID-19 pandemic, many drug reposition studies have been reported for FDA-approved drugs. Although abiraterone acetate (Yuan
To overcome the limitation of screening for SARS-CoV-2 replication inhibitors by the plaque reduction assay, quantitative analysis was performed by measuring the number of virus particles produced in culture supernatants using the plaque assay. When Vero E6 cells were infected with a 0.1 MOI of SARS-CoV-2 and then treated with the drug candidates for 48 h, atovaquone had no effect on the viral secretion into the supernatants (Fig. 4A). Notably, abiraterone acetate reduced the virus particles in the culture supernatants in a concentration-dependent manner (Fig. 4B). Specifically, the plaque formation was significantly reduced by above two logarithmic scales in the presence of 10 μM of abiraterone acetate. Digoxin also significantly reduced the accumulation of virus particles in the culture supernatants (Fig. 4C). To exclude a non-specific effect of the drugs in cell-based assays, the cell viability was evaluated with CCK-8-based cytotoxicity assays. The cell viability of the Vero E6 cells was unaffected when exposed to up to 50 µM of atovaquone and abiraterone acetate (Fig. 4D). However, digoxin exhibited a significant cytotoxicity against Vero E6 cells even at much lower concentrations. Therefore, the significant inhibitory effect of abiraterone acetate on virus particle accumulation in the cell culture supernatants was not associated with non-specific cytotoxicity.
In the measurement of the live virus in the culture supernatant, abiraterone acetate exhibited a concentration-dependent inhibitory activity (Fig. 4). To investigate the inhibitory mechanism in detail, we examined the effects of abiraterone acetate on SARS-CoV-2 N protein and S protein expression in Vero E6 cells. Vero E6 cells were infected with SARS-CoV-2 (0.1 MOI) and then treated with atovaquone and abiraterone acetate. The immunofluorescence data of the confocal images showed that abiraterone acetate significantly reduced the expression of the S and N proteins in the SARS-CoV-2-infected Vero E6 cells (Fig. 5). However, atovaquone did not affect the expression of the S and N proteins in the infected cells (Fig. 5). Conclusively, abiraterone acetate has a therapeutic potential to inhibit the viral particle formation of SARS-CoV-2 by interfering with the interaction between viral RNAs and SARS-CoV-2 structural N proteins.
Although people are being currently vaccinated against SARS-CoV-2 in many countries, there is an unmet medical need to find potential therapeutics using drug-repurposing strategies. Large scale screening has been performed to find FDA-approved drugs that inhibit SARS-CoV-2 replication (Jeon
The N protein of coronavirus is essential to the virus assembly through direct interaction with the viral RNA. Therefore, chemicals interfering with the interaction between the viral RNA and the N protein have therapeutic potential against SARS-CoV-2 infection by directly affecting viral replication. In this study, we screened candidate chemicals capable of interacting with N proteins from FDA-approved drugs through
The medical use of abiraterone acetate is to treat prostate cancer (Yin and Hu, 2014). Abiraterone acetate is an active metabolite of abiraterone and inhibits cytochrome P450 17A1, also called 17α-hydroxylase, and functions as an antagonist of the androgen receptor (Yin and Hu, 2014). In this regard, it is necessary to check whether the inhibition of CYP17A1 or androgen function contributes to the inhibitory effect of abiraterone acetate on SARS-CoV-2 replication through the inhibition of N protein functions. In conclusion, abiraterone acetate has therapeutic potential by inhibiting viral replication in SARS-CoV-2.
We thank the National Culture Collection for Pathogens for providing the SARS-CoV-2 (hCoV-19/South Korea/KCDC03/2020, NCCP No. 43326). This research was supported by grants from the National Research Foundation (NRF-2020M3A9I2107294) funded by the Ministry of Science and ICT in the Republic of Korea.
This work was also supported by the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia (Project No. GRANT672).
The authors declare no financial or commercial conflict of interest.