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Article

SARS-CoV-2 RdRp Inhibitors Selected from a Cell-Based SARS-CoV-2 RdRp Activity Assay System

by
Jung Sun Min
1,2,
Sunoh Kwon
1,2,* and
Young-Hee Jin
2,3,*
1
KM Convergence Research Division, Korea Institute of Oriental Medicine, Daejeon 34054, Korea
2
Center for Convergent Research of Emerging Virus Infection, Korea Research Institute of Chemical Technology, Daejeon 34114, Korea
3
KM Application Center, Korea Institute of Oriental Medicine, Daegu 41062, Korea
*
Authors to whom correspondence should be addressed.
Biomedicines 2021, 9(8), 996; https://doi.org/10.3390/biomedicines9080996
Submission received: 19 July 2021 / Revised: 3 August 2021 / Accepted: 10 August 2021 / Published: 11 August 2021
(This article belongs to the Special Issue Inhibitors of Key Targets of SARS-CoV-2 and Other Coronaviruses)
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Abstract

:
The COVID-19 pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), urgently needs effective prophylactic and therapeutic drugs. RNA-dependent RNA polymerase (RdRp), essential for replicating and transcribing a viral RNA genome, is highly conserved in coronaviruses; thus, it is a potential target for inhibiting coronavirus infection. In this study, we generated the cell-based SARS-CoV-2 RdRp activity assay system by modifying a previously reported cell-based MERS-CoV RdRp activity assay system to screen for SARS-CoV-2 RdRp inhibitors. The assay system consisted of an expression plasmid encoding SARS-CoV-2 RdRp and an RdRp activity reporter plasmid. RdRp activity in the cells could be conveniently detected by luminescence after transfection. We confirmed that SARS-CoV-2 RdRp replicated double-stranded RNA using immunofluorescence staining and the inhibition of RdRp activity by remdesivir and lycorine using this system. Moreover, the Z-factor of this system was calculated to be 0.798, suggesting the reproducibility and reliability of the high-throughput screening system. Finally, we screened nucleoside and nucleotide analogs and identified adefovir dipivoxil, emtricitabine, telbivudine, entecavir hydrate, moroxydine and rifampin as novel SARS-CoV-2 RdRp inhibitors and therapeutic candidates for COVID-19 This system provides an effective high-throughput screening system platform for developing potential prophylactic and therapeutic drugs for COVID-19 and emerging coronavirus infections.

Graphical Abstract

1. Introduction

The coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), broke out in December 2019. As of July 2021, COVID-19 has resulted in approximately 190 million confirmed cases with a 2% death rate, according to the World Health Organization [1].
Like other emerging coronaviruses, such as MERS-CoV and SARS-CoV, SARS-CoV-2 belongs to the betacoronavirus genus. SARS-CoV-2 has a positive-sense, single-stranded 30-kb RNA genome. The homology of the SARS-CoV-2 genome to SARS-CoV and MERS-CoV is around 80% and 50%, respectively [2]. The SARS-CoV-2 genome encodes pp1a and pp1ab polypeptides from open reading frame (ORF)1a and ORF1b, respectively and four structural proteins including spike, envelope, membrane and nuclocapsid with intervening ORF encoding six accessory proteins [3]. The pp1a and pp1ab are cleaved by self-proteolytic cleavage mediated by viral proteases into 16 nonstructural proteins (nsps) [4,5].
Among the viral nsps, nsp12 harboring the RNA-dependent RNA polymerase (RdRp) is an essential enzyme for mediating the replication and transcription of the viral genome [6]. Since SARS-CoV-2 RdRp is 96% homologous to the SARS-CoV RdRp and 70% to the MERS-CoV RdRp, the genomic sequences encoding RdRp are highly conserved among the emerging coronaviruses [7]. Among the SARS-CoV-2 variants, the spontaneous mutations have been rarely observed in the RdRp region compared to that in the region encoding the spike protein [8]. Thus, SARS-CoV-2 RdRp is a potential target for prophylactic and therapeutic drugs for treating patients with COVID-19 induced by the many SARS-CoV-2 variants.
Remdesivir is known to target SARS-CoV-2 RdRp. It mimics an RNA nucleotide building block and covalently incorporates it into the replicating strand, thus terminating RNA chain elongation mediated by the SARS-CoV-2 RdRp complex [9]. As an FDA-approved first-in-class drug for COVID, remdesivir has been extensively utilized for treating COVID-19 patients. However, to achieve better efficacy against COVID-19, effective prophylactic and best-in-class therapeutic drugs are under development.
We need to establish a high-throughput screening (HTS) platform to measure RdRp activity of RNA synthesis quantitatively to identify potent SARS-CoV-2 RdRp inhibitor candidates. Cell-free enzymatic assay systems are usually used to measure RdRp activity [9,10]. While high-purity functionally active recombinant RdRp, RNA templates, RNA primers and radioisotope-labeled NTPs can be prepared, it is challenging to optimize the reaction conditions and the method of detecting dsRNA products [11]. Moreover, it is difficult to quantify RdRp activity and screen for RdRp inhibitors in an HTS system.
In this study, we generated a cell-based SARS-CoV-2 RdRp activity assay system by modifying a previously established cell-based assay system for MERS-CoV RdRp activities [12]. In addition, we validated this assay system and its application to the screening of SARS-CoV-2 RdRp inhibitors. This system could be the HTS platform for identifying SARS-CoV-2 RdRp inhibitors and developing them into prophylactic or therapeutic drugs for COVID-19.

2. Materials and Methods

2.1. Test Compounds

Remdesivir (PubChem CID: 121304016) (MedchemExpress, Princeton, NJ, USA), lycorine hydrochloride (PubChem CID: 164943) and cepharanthine (PubChem CID: 10206) (Wuhan ChemFaces Biochemical, Wuhan, China) were purchased. Additionally, nucleoside or nucleotide analogs adefovir dipivoxil (PubChem CID: 60871), emtricitabine (PubChem CID: 60877), telbivudine (PubChem CID: 159269), entecavir hydrate (PubChem CID: 135526609), moroxydine HCl (PubChem CID: 76621) and rifampin (PubChem CID: 135398735) (Selleckchem, Pittsburgh, PA, USA) were procured; the10 mM stock solution of each analog in dimethyl sulfoxide (Sigma-Aldrich, Burlington, MA, USA) was stored at −80 °C.

2.2. Plasmid Construction

SARS-CoV nsp12 gene (GenBank Accession No. YP_009725307) with an N-terminal (N-term) or C-terminal (C-term) Flag, nsp7 gene (GenBank Accession No. YP_009725303) with or without a C-term Flag, nsp8 gene (GenBank Accession No. YP_009725304) with or without a C-term Flag were human codon-optimized and synthesized (GENEWIZ, South Plainfield, NJ, USA). The genes were then cloned between the NheI and XhoI restriction enzyme sites within the multiple cloning region of the pCI plasmid (Promega Corporation, Madison, WI, USA) to construct pCI-SARS-CoV-2 nsp12-N-term Flag (pCI-SARS2-nsp12N), pCI-SARS-CoV-2 nsp12-C-term Flag (pCI-SARS2-nsp12C), pCI-SARS-CoV-2 nsp7-C-term Flag (pCI-SARS2-nsp7C), pCI-SARS-CoV-2 nsp7 (pCI-SARS2-nsp7), pCI-SARS-CoV-2 nsp8-C-term Flag (pCI-SARS2-nsp8C), pCI-SARS-CoV-2 nsp8 (pCI-SARS2-nsp8) and pCI-SARS-CoV-2 nsp8-IRES-nsp7 (pCI-SARS2-nsp8-IRES-nsp7). The N-terminal Flag-tagged nsp5/3CLpro (GenBank Accession No. YP_009725301), optimized to human codons, was inserted between the NheI and XhoI sites within multiple cloning sites of pcDNA3.1(+) to create pcDNA3.1-SARS2-nsp5N.
We generated the reporter plasmid by modifying a previously published bicistronic MERS-CoV RdRp reporter construct [12]. Then, the sense-oriented (+) firefly luciferase gene (FLuc) was cloned between the NheI and HindIII sites within the multiple cloning sites of pcDNA3.1(+). Subsequently, the hepatitis delta virus (HDV) ribozyme sequence, antisense (−) 3′-untranslated region (UTR) of SARS-CoV-2, antisense Nano-Glo® luciferase gene (NLuc) (Promega, GenBank Accession No. KM359770), antisense 5′-UTR of SARS-CoV-2 and HDV ribozyme sequence were sequentially synthesized (GENEWIZ) and cloned between the HindIII and XhoI sites downstream of the (+)FLuc gene to generate pcDNA3.1-(+)FLuc-(−)UTR-NLuc reporter (p-(+)FLuc-(−)UTR-NLuc) (Figure 1).

2.3. Cells and Transfection

HEK293T cells (30 passages, American Type Culture Collection, Manassas, VA, USA) were cultured in Dulbecco’s Modified Eagle’s Medium (Corning Inc., Corning, NY, USA) supplemented with 10% fetal bovine serum (Gibco, Carlsbad, CA, USA) and 1% penicillin/streptomycin (Gibco) at 37 °C in 5% CO2. In addition, transIT®-LT1 (Mirus Bio LLC., Madison, WI, USA) was used for the transient transfection.

2.4. Cell-Based SARS-CoV-2 RdRp Activity Assay

HEK293T cells were seeded in a 96-well plate and pCI-SARS-CoV-2 nsp12-N and p(+)FLuc-(−)UTR-NLuc reporter plasmids were transfected with or without the SARS-CoV-2 nsp7 and nsp8 expression plasmids. After 24 h, the FLuc and NLuc values of these cells were measured using the Nano-Glo® Dual-Luciferase® Reporter Assay System (Promega) and the NLuc values were normalized with FLuc.

2.5. Western Blot Assay

HEK293T cells were transfected with the indicated plasmids for 24 h and lysed in the Glo Lysis Buffer (Promega Corporation). The lysates were separated on a gradient gel (Bio-Rad Laboratories, Hercules, CA, USA) and transferred to a nitrocellulose membrane (Bio-Rad Laboratories). The membrane was incubated with antibodies against Flag (Cat no. ab125243, Lot no. GR3348594-1, Abcam, Cambridge, UK) or β-actin (Cat no. #3700, Lot no. 5, Cell Signaling Technology, Danvers, MA, USA), then with an HRP-conjugated secondary antibody (Cat no. ab6728, Lot no. GR3200472-2, Abcam) and detected with chemiluminescence substrates (Thermo Fisher Scientific, Waltham, MA, USA) using the ChemiDocTM Touch Imaging System (Bio-Rad).

2.6. Immunofluorescence Staining Assay

HEK293T cells were fixed with 4% paraformaldehyde and permeabilized with 0.2% Triton X-100 in PBS. After blocking with 3% bovine serum albumin, the cells were incubated with anti-double-stranded RNA (dsRNA) antibody K1 (Cat. No. 10020200, Batch no. K1-1715, Scicons, Susteren, the Netherlands) and then with the AlexaFluor555 conjugated anti-mouse immunoglobulin G (Thermo Fisher). The labeled cells were mounted on slides with the SlowFade Gold anti-fade reagent with DAPI (Invitrogen) and visualized by fluorescence microscopy (Olympus Corporation, Tokyo, Japan) and the CellSense program (Olympus).

2.7. Calculation of Z-Factor

Z-factors were calculated using the following equation [13]: Z-factor = 1 − [(3SDNegative + 3SDPositive)/|meanNegative − meanPositive|]. The negative group (n = 30 wells) indicated the dual transfection with p(+)FLuc-(−)UTR-NLuc and pCI (control) and the positive group (n = 30 wells) denoted the dual transfection with pcDNA3.1-(+)FLuc-(−)UTR-NLuc and pCI-SARS2 nsp12N.

2.8. Statistical Analysis

The data were presented as mean ± standard error of the mean. Statistical comparisons were conducted using one- or two-way analysis of variance (ANOVA) followed by Bonferroni’s multiple comparison test. The non-linear regression analysis of IC50 was conducted using GraphPad Prism®9.1.2 (GraphPad Software Inc., San Diego, CA, USA).

3. Results

3.1. Establishment of the Cell-Based SARS-CoV-2 RdRp Activity Assay System

We generated the SARS-CoV-2 RdRp activity assay system by modifying a previously reported cell-based MERS-CoV RdRp activity assay system [12]. First, we constructed various SARS-CoV-2 RdRp expression plasmids and RdRp activity reporter plasmids (Figure 1). The bicistronic reporter plasmid [p(+)FLuc-(−)UTR-NLuc] comprised a sense-oriented (+) firefly luciferase sequence [(+)FLuc] acting as an internal control and an antisense-oriented Nano-Glo luciferase sequence [(−)NLuc] flanked by HDV ribozyme self-cleavage sequences and an antisense 5′-UTR and 3′-UTR of SARS-CoV-2. The host cell’s DNA-dependent RNA polymerase transcribed the full-length (+)FLuc-(−)UTR-NLuc RNA, which was then cleaved at the HDV ribozyme self-cleavage sites. Next, the cleaved antisense 3′-UTR-(−)NLuc-antisense 5′-UTR RNA sequences were replicated by SARS-CoV RdRp encoded by the transfected expression plasmid. Finally, the replicated sense-oriented NLuc RNA was translated and the assayed activity of NLuc represented the SARS-CoV-2 RdRp activity.
In addition, we constructed a plasmid encoding the SARS-CoV-2 nsp12/RdRp human codon-optimized sequence and tagged an N-terminal or C-terminal Flag to compare whether the N-term or C-term Flag tag could interrupt the RNA polymerase activity. At first, we confirmed the production of RdRp protein by the transfection of pCI-SARS2-nsp12-N-term Flag (pCI-SARS2 nsp12N) and pCI-SARS2-nsp12-C-term Flag (pCI-SARS2 nsp12C) using western blotting with an anti-Flag antibody (Figure 2A). pCI-SARS2-nsp12N or pCI-SARS2-nsp12C were transfected dose-dependently with the p(+)FLuc-(−)UTR-NLuc reporter plasmid to test the functional activity of C-term or N-term Flag-tagged SARS-CoV-2 RdRp. We found that the NLuc values were dose-dependently enhanced by the increasing concentrations of pCI-SARS2-nsp12N or pCI-SARS2-nsp12C. The relative NLuc values of the cells expressing SARS nsp12N and nsp12C were comparable, suggesting that the Flag tag did not disrupt the SARS-CoV-2 RdRp activity (Figure 2B). The relative NLuc value of the cells expressing SARS2-nsp12N was 1.1-fold higher than that of the cells expressing SARS2-nsp12C, at 2.7 and 2.4-fold at 120 ng of plasmid, respectively. So, we selected pCI-SARS2 nsp12N for further study.
We tested the system with the other SARS-CoV-2 viral protein, nsp5/3Clpro protease, to verify the specificity of the p(+)FLuc-(−)UTR-NLuc reporter plasmid to SARS-CoV-2 RdRp activity. We observed no induction of the relative NLuc value by the 3Clpro protease (Figure 2C). We also validated the p(+)FLuc-(−)UTR-NLuc reporter plasmid with polyA33 in 3′-UTR region [p(+)FLuc-(−)UTR-NLuc-A33], because the 3′-UTR of SARS-CoV-2 was attached with polyA33, which stabilizes RNA, stimulates translation and was used as a template for the generating negative-sense RNA [4,14]. However, when we compared the (+)FLuc-(−)UTR-NLuc reporter vector with polyA33 at 3′-UTR to that without the polyA33, we observed that the relative NLuc activity was decreased with p(+)FLuc-(−)UTR-NLuc with polyA33 compared to p(+)FLuc-(−)UTR-NLuc without polyA33, at 1.3 and 2.6-fold at 120 ng of plasmid, respectively (Figure 2D). Therefore, we used the p(+)FLuc-(−)UTR-NLuc reporter plasmid without polyA33 and pCI-SARS-CoV-2 nsp12N for the cell-based SARS-CoV-2 RdRp activity assay system.

3.2. Effect of Accessory Proteins nsp7 and nsp8 SARS-CoV-2 RdRp Activity

Among the SARS-CoV viral proteins, nsp7 and nsp8 have been reported as co-factors of RdRp [15,16,17,18]. Therefore, we tested the effect of nsp7 and nsp8 proteins on RdRp activity in this cell-based assay system. We generated the following three types of plasmids expressing the nsp7 and nsp8 genes: plasmids with a C-term Flag tag (pCI-SARS2-nsp7C and pCI-SARS2-nsp8C) or without Flag tag (pCI-SARS2-nsp7 and pCI-SARS2-nsp8) and a plasmid containing the internal ribosome entry site (IRES) between nsp8 and nsp7 (pCI-SARS2-nsp8-IRES-nsp7). The encoded proteins, C-term Flag tag nsp7 protein at 10 kDa, C-term Flag tag nsp8 protein at 22 kDa and N-term Flag tag nsp12 at 102 kDa, were detected in the HEK293T cells after transfection with pCI-SARS2-nsp7C, pCI-SARS2-nsp8C and pCI-SARS-nsp12N using western blotting (Figure 3A).
We transfected three types of nsp7 and nsp8 expression plasmids at a ratio of the 20:120:20:20 ng (reporter: nsp12: nsp8: nsp7 plasmid) or 20:120:40 ng (reporter: nsp12: pCI-SARS2-nsp8-IRES-nsp7) in HEK293T cells and detected SARS-CoV-2 RdRp activity (Figure 3B). The expression of these accessory proteins without Flag tag slightly increased RdRp activity 2.6-fold by nsp12, 3.1-fold by nsp12 with nsp7/8 and 3.0-fold by nsp12 with nsp8-IRES-7. However, RdRp activity without nsp7 and nsp8 proteins was sufficiently detectable; the nsp7 and nsp8 proteins only enhanced RdRp activity slightly. Thus, we selected the pCI-SARS2-nsp12N and p(+)FLuc-(−)UTR-NLuc reporter plasmids without pCI-SARS-nsp7 and pCI-SARS-nps8 for the cell-based system.

3.3. Validation of the Cell-Based SARS-CoV-2 RdRp Activity Assay System

We verified the activity of SARS-CoV-2 RdRp by detecting the dsRNA replicates generated by SARS-CoV-2 RdRp using immunostaining with a dsRNA-specific antibody. The double-stranded SARS-CoV-2 RdRp replicates were formed as the foci at the peri-nuclear region in the cells transfected with pCI-SARS2-nsp12N and the reporter plasmid with or without the plasmid encoding nsp7 and nsp8 (Figure 3C). Moreover, we verified this cell-based SARS-CoV-2 RdRp activity assay system by calculating the Z-factor, an index of reproducibility and reliability of the HTS system [13] (Figure 3D). The Z-factor was calculated to be 0.798, indicating that this system was reproducible and reliable for the HTS screening of SARS-CoV-2 RdRp inhibitors.

3.4. Inhibition of SARS-CoV-2 RdRp Activity by Remdesivir and Lycorine

We further verified the cell-based system using remdesivir. Remdesivir is an adenosine analog that inhibits RdRp activity and coronavirus infection; it is FDA-approved for treating COVID-19 patients. Thus, it can be used as a positive control of the inhibition of RdRp activity [19,20]. When we treated the cells transfected with pCI-SARS2-nsp12N and the p(+)FLuc-(−)UTR-NLuc reporter plasmid with remdesivir at the indicated concentrations, the activity of SARS-CoV-2 RdRp, indicated by the relative Nano-luciferase activity, was decreased in a dose-dependent manner. Meanwhile, the activity of FLuc, acting as an internal control, was maintained. Thus, the IC50 of remdesivir was calculated to be 2.585 ± 0.273 μM (Figure 4A and Table 1).
Recently, we reported a natural alkaloid, lycorine, as a broad-spectrum inhibitor of coronavirus infections and a MERS-CoV RdRp inhibitor, using a cell-based MERS-CoV RdRp assay system [21]. We examined whether lycorine could inhibit SARS-CoV-2 RdRp activity by treating the cells transfected with p(+)FLuc-(−)UTR-NLuc and pCI-SARS2-nsp12N for 15 h with a lycorine and measured the SARS-CoV-2 RdRp activity. Lycorine dose-dependently reduced the NLuc activity, whereas the FLuc value remained unchanged. Lycorine completely inhibited SARS-CoV-2 RdRp activity at 4.4 μM and the IC50 was calculated to be 1.465 ± 0.033 μM, suggesting that lycorine inhibited SARS-CoV-2 RdRp activity more effectively than remdesivir (Figure 4B).
We tested another natural compound, cepharanthine, which was also reported to inhibit HCoV-OC43 and SARS-CoV-2 coronavirus infections [22,23]. Cepharanthine was recently suggested by virtual screening to bind at the interface active pockets of SARS-CoV-2 RdRp, nsp7 and nsp8 [24]. So, we examined the effects of cepharanthine on SARS-CoV-2 RdRp activity with or without nsp7 and nsp8 using this system. Cepharanthine treatment did not affect the activity of SARS-CoV-2 RdRp in this cell-based system (Figure 4C and Supplementary Figure S1). Therefore, we confirmed the inhibitory effects of remdesivir and lycorine, but not cepharanthine, on SARS-CoV-2 RdRp activity by the cell-based SARS-CoV-2 RdRp activity assay system.

3.5. Inhibition of SARS-CoV RdRp Activity by Nucleos(t)ide

We screened nucleos(t)ide analogs using the cell-based SARS-CoV-2 RdRp activity assay system to identify inhibitors of SARS-CoV-2 RdRp activity. Adefovir dipivoxil is a nucleoside analog inhibiting the reverse transcriptase activity of HBV; it is FDA-approved for chronic hepatitis B [25]. When we applied adefovir dipivoxil to our cell-based system, it dose-dependently reduced SARS-CoV-2 RdRp activity with an IC50 value of 3.785 ± 0.866 μM (Figure 5A). Its inhibitory effect on SARS-CoV RdRp activity was comparable to that of remdesivir.
Emtricitabine is known to inhibit the activity of human immunodeficiency virus reverse transcriptase via its incorporation into the DNA, terminating the DNA chain elongation [26]. We found that emtricitabine effectively inhibited SARS-CoV-2 RdRp activity with the IC50 value of 15.375 ± 3.602 μM in this assay system (Figure 5B).
We have also identified moderate inhibitors of SARS-CoV-2 RdRp activity. Telbivudine, a pyrimidine 2′-deoxyribonucleoside acting as a thymidine analog to inhibit HBV DNA replication, reduced SARS-CoV-2 RdRp activity with an IC50 value of 45.928 ± 3.859 μM (Figure 5C). Entecavir hydrate, a guanosine analog possessing the anti-HBV activity [27], exhibited an IC50 value of 41.993 ± 4.162 μM (Figure 5D). Moroxydine, developed as the inhibitor of RNA or DNA viruses, including an influenza virus and HSV [28], inhibited SARS-CoV-2 RdRp with an IC50 of 48.929 ± 14.370 μM (Figure 5E). In addition, rifampin, also known as rifampicin and an antibiotic for tuberculosis [29], displayed an inhibitory effect on SARS-CoV-2 RdRp activity with an IC50 of 49.434 ± 4.020 μM (Figure 5F). Therefore, our cell-based SARS-CoV-2 RdRp activity assay system has identified these nucleos(t)ide analogs as inhibitors of SARS-CoV-2 RdRp activity, among them, adefovir dipivoxil was the most effective inhibitor.

4. Discussion

We have created a cell-based SARS-CoV-2 RdRp activity assay system by altering the cell-based MERS-CoV RdRp activity assay system [12]. The system consists of a bicistronic p(+)FLuc-(−)UTR-NLuc reporter plasmid and the pCI-SARS2-nsp12N plasmid. The NLuc activity of the cells transfected with the plasmids represented the RdRp activity and FLuc activity was used as the internal control. We have used this system to screen and discover inhibitors of SARS-CoV-2 RdRp.
We examined the effect of the Flag tag on RdRp activity by comparing its activity with that of the C-term Flag-tagged RdRp and N-term Flag-tagged RdRp. The N-terminal region of RdRp is important for protein folding [30,31]. However, the activities of these tagged proteins were comparable. Therefore, we chose the N-term Flag-tagged RdRp for this study due to the 10% higher activity. These results were consistent with the observation that the activity of N-term Flag-tagged MERS RdRp was higher than C-term Flag-tagged RdRp in the cell-based MERS-CoV RdRp assay system [12].
In addition, we tested the p(+)FLuc-(−)UTR-NLuc reporter plasmid with polyA33 or without polyA33 under the 3′-UTR of SARS-CoV. Although PolyA33 stabilizes RNA, stimulates translation and is used as a template for generating negative-sense RNA [32], we unexpectedly found that RdRp activity was decreased in the cells transfected with p(+)FLuc-(−)UTR-NLuc with polyA33 compared to p(+)FLuc-(−)UTR-NLuc without polyA33. Therefore, we used the reporter plasmid without polyA33 for a cell-based SARS-CoV-2 RdRp activity assay system.
Two nsp8, one nsp7 and one nsp12 protein of SARS-CoV-2 form the active RdRp complex with template-primer RNA and co-factors nsp8 and nsp7 proteins were reported to confer the processivity of RdRp [9,15,17,18]. We tested the effect of nsp7 and nsp8 on RdRp activity in our cell-based system. In this system, the RdRp activity without nsp7 and nsp8 proteins was already detectable and the nsp7 and nsp8 proteins only increased RdRp activity slightly. Thus, we conducted the cell-based SARS-CoV-2 RdRp activity assay system without using the plasmids encoding nsp7 and nsp8 to screen the inhibitors by targeting the nsp12 function only. Then, we should define the effect of inhibitors on the interaction and efficacy of RdRp complex with nsp7 and nsp8 proteins in more detail.
Single-strand RNA viruses replicate their RNA in the cytoplasm of the infected cells and the corresponding dsRNA foci have been detected at the peri-nuclear region by immunofluorescence staining [33]. Here, we also visualized the peri-nuclear foci in our cell-based SARS-CoV-2 RdRp activity assay system, confirming that RdRp in the system could generate p(+)FLuc-(−)UTR-NLuc reporter plasmid-originated dsRNA replicates. Moreover, the high Z-factor of this assay system confirmed its reliability and reproducibility for the SARS-CoV-2 RdRp inhibitor screening HTS system.
We validated our cell-based SARS-CoV-2 RdRp activity assay system by testing various drugs that have been effective against coronaviruses. Remdesivir is an FDA-approved first-class drug for COVID-19 and an adenosine analog inhibitor of SARS-CoV-2 RdRp [9,10]. In our system, remdesivir dose-dependently inhibited the RdRp activity. In addition, we tested lycorine, a natural alkaloid and non-nucleoside inhibitor of MERS-CoV RdRp and in silico inhibitor of SARS-CoV RdRp [21]. In our system, lycorine inhibited the activity of SARS-CoV RdRp dose-dependently, suggesting that lycorine was a more effective SARS-CoV RdRp inhibitor than remdesivir. These data were consistent with the findings that lycorine more effectively inhibited SARS-CoV-2 infection at the IC50 value of 0.878 ± 0.022 μM compared with remdesivir at the IC50 of 6.499 ± 0.256 μM. Moreover, the binding affinity of lycorine to SARS-CoV-2 RdRp at −6.2 kcal/mol is stronger than that of remdesivir at −4.7 kcal/mol [21]. Cepharanthine inhibits coronavirus infections by blocking the Ca2+-permeable channels during virus entry [22,23,34]. Recently, it was also suggested that cepharanthine may also bind to the interface active pockets of the SARS-CoV-2 nsp12-nsp7 and nsp12-nsp8 by virtual screening [24]. We tested cepharanthine in our assay system, but it did not display any inhibitory effect on SARS-CoV-2 RdRp activity with or without nsp7 and nsp8.
Finally, we tested the nucleos(t)ide analogs using our system to discover other inhibitors of SARS-CoV-2 RdRp. We found that the adefovir dipivoxil for treatment of HBV infection [25] effectively inhibited SARS-CoV-2 RdRp activity at a level comparable to remdesivir. The other HBV inhibitors, telbivudine [35] and entecavir hydrate [27,36], inhibited SARS-CoV-2 RdRp activity, although at a lower inhibitory ability level than adefovir dipivoxil. A nucleoside reverse transcriptase inhibitor of HIV, emtricitabine [37], also inhibited SARS-CoV-2 RdRp activity. In addition, we found that moroxydine, a broad antiviral agent against DNA and RNA viruses [28] and rifampin, a macrocyclic antibiotic for tuberculosis [38], repressed SARS-CoV-2 RdRp activity moderately. Thus, we have identified six nucleos(t)ide/ analogs as SARS-CoV-2 RdRp inhibitors using the cell-based SARS-CoV-2 RdRp activity assay system. Among them, adefovir dipivoxil was likely the strongest inhibitor comparable to the already-reported RdRp inhibitors, remdesivir and lycorine.
In summary, we have established a cell-based SARS-CoV-2 RdRp activity assay system to screen the inhibitor of SARS-CoV-2 RdRp. We confirmed the inhibitory activity of remdesivir and lycorine on SARS-CoV-2 RdRp using this system. In addition, we screened the nucleos(t)ide analogs and identified six nucleos(t)ide analogs as novel SARS-CoV-2 RdRp inhibitors and therapeutic candidates for the COVID-19. Thus, our assay system can provide an effective HTS platform for developing prophylactic and therapeutic drugs for COVID-19 and other emerging coronavirus infections.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/biomedicines9080996/s1, Figure S1: Effects of cepharanthine on SARS-CoV-2 RdRp activity in the cell-based activity assay with nsp7 and nsp8.

Author Contributions

J.S.M. contributed methodology, investigation, data curation, visualization and writing—original draft; S.K. contributed formal analysis, investigation, data curation, visualization, writing—review and editing, validation, supervision, project administration, resources and funding acquisition; Y.-H.J. contributed conceptualization, methodology, formal analysis, investigation, data curation, visualization, writing—original draft, writing—review and editing, validation, supervision and project administration. All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by the National Research Council of Science & Technology (NST) grant [grant numbers CRC-16-01-KRICT, NSN1623461, AP-2020-0102 and NSN2012460] and Korea Institute of Oriental Medicine [grant number KSN2021220] funded by the Korea government (MSIT).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Abbreviations

3CLpro3C-like protease
CoVcoronavirus
COVID-19coronavirus disease 2019
C-termC-terminal
FDAFood and Drug Administration
FLucfirefly luciferase
HBVhepatitis B virus
HDVhepatitis delta virus
HIVhuman immunodeficiency virus
HSVherpes simplex virus
HTShigh-throughput screening
IRESinternal ribosome entry site
MERSMiddle East respiratory syndrome
NLucNano-glo® luciferase
NSPNonstructural proteins
NTPNucleoside triphosphate
N-termN-terminal
ORFopen reading frame
PLpropapain-like protease
RdRpRNA-dependent RNA polymerase
SARSsevere acute respiratory syndrome
SARS-CoV-2severe acute respiratory syndrome coronavirus 2
UTRuntranslated region

References

  1. World Health Organization. Coronavirus Disease (COVID-19)—World Health Organization. Available online: https://www.who.int/emergencies/diseases/novel-coronavirus-2019 (accessed on 12 March 2021).
  2. Zhou, P.; Yang, X.-L.; Wang, X.-G.; Hu, B.; Zhang, L.; Zhang, W.; Si, H.-R.; Zhu, Y.; Li, B.; Huang, C.-L.; et al. A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature 2020, 579, 270–273. [Google Scholar] [CrossRef] [Green Version]
  3. Wu, F.; Zhao, S.; Yu, B.; Chen, Y.-M.; Wang, W.; Song, Z.-G.; Hu, Y.; Tao, Z.-W.; Tian, J.-H.; Pei, Y.-Y.; et al. A new coronavirus associated with human respiratory disease in China. Nature 2020, 579, 265–269. [Google Scholar] [CrossRef] [Green Version]
  4. Kim, D.; Lee, J.-Y.; Yang, J.-S.; Kim, J.W.; Kim, V.N.; Chang, H. The Architecture of SARS-CoV-2 Transcriptome. Cell 2020, 181, 914–921.e10. [Google Scholar] [CrossRef]
  5. V’Kovski, P.; Kratzel, A.; Steiner, S.; Stalder, H.; Thiel, V. Coronavirus biology and replication: Implications for SARS-CoV-2. Nat. Rev. Microbiol. 2020, 19, 155–170. [Google Scholar] [CrossRef] [PubMed]
  6. Gao, Y.; Yan, L.; Huang, Y.; Liu, F.; Zhao, Y.; Cao, L.; Wang, T.; Sun, Q.; Ming, Z.; Zhang, L.; et al. Structure of the RNA-dependent RNA polymerase from COVID-19 virus. Science 2020, 368, 779–782. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  7. Picarazzi, F.; Vicenti, I.; Saladini, F.; Zazzi, M.; Mori, M. Targeting the RdRp of Emerging RNA Viruses: The Structure-Based Drug Design Challenge. Molecules 2020, 25, 5695. [Google Scholar] [CrossRef] [PubMed]
  8. Majumdar, P.; Niyogi, S. SARS-CoV-2 mutations: The biological trackway towards viral fitness. Epidemiol. Infect. 2021, 149, 1–19. [Google Scholar] [CrossRef] [PubMed]
  9. Yin, W.; Mao, C.; Luan, X.; Shen, D.-D.; Shen, Q.; Su, H.; Wang, X.; Zhou, F.; Zhao, W.; Gao, M.; et al. Structural basis for inhibition of the RNA-dependent RNA polymerase from SARS-CoV-2 by remdesivir. Science 2020, 368, 1499–1504. [Google Scholar] [CrossRef]
  10. Gordon, C.J.; Tchesnokov, E.P.; Feng, J.Y.; Porter, D.P.; Götte, M. The antiviral compound remdesivir potently inhibits RNA-dependent RNA polymerase from Middle East respiratory syndrome coronavirus. J. Biol. Chem. 2020, 295, 4773–4779. [Google Scholar] [CrossRef] [Green Version]
  11. Velthuis, A.T.; Arnold, J.J.; Cameron, C.E.; Worm, S.H.E.V.D.; Snijder, E.J. The RNA polymerase activity of SARS-coronavirus nsp12 is primer dependent. Nucleic Acids Res. 2009, 38, 203–214. [Google Scholar] [CrossRef] [Green Version]
  12. Min, J.S.; Kim, G.-W.; Kwon, S.; Jin, Y.-H. A Cell-Based Reporter Assay for Screening Inhibitors of MERS Coronavirus RNA-Dependent RNA Polymerase Activity. J. Clin. Med. 2020, 9, 2399. [Google Scholar] [CrossRef]
  13. Sui, Y.; Wu, Z. Alternative Statistical Parameter for High-Throughput Screening Assay Quality Assessment. J. Biomol. Screen. 2007, 12, 229–234. [Google Scholar] [CrossRef] [Green Version]
  14. Dreyfus, M.; Régnier, P. The Poly(A) Tail of mRNAs: Bodyguard in Eukaryotes, Scavenger in Bacteria. Cell 2002, 111, 611–613. [Google Scholar] [CrossRef] [Green Version]
  15. Wang, Q.; Wu, J.; Wang, H.; Gao, Y.; Liu, Q.; Mu, A.; Ji, W.; Yan, L.; Zhu, Y.; Zhu, C.; et al. Structural Basis for RNA Replication by the SARS-CoV-2 Polymerase. Cell 2020, 182, 417–428.e13. [Google Scholar] [CrossRef] [PubMed]
  16. Kirchdoerfer, R.N.; Ward, A.B. Structure of the SARS-CoV nsp12 polymerase bound to nsp7 and nsp8 co-factors. Nat. Commun. 2019, 10, 1–9. [Google Scholar] [CrossRef] [Green Version]
  17. Subissi, L.; Posthuma, C.C.; Collet, A.; Zevenhoven-Dobbe, J.C.; Gorbalenya, A.; Decroly, E.; Snijder, E.; Canard, B.; Imbert, I. One severe acute respiratory syndrome coronavirus protein complex integrates processive RNA polymerase and exonuclease activities. Proc. Natl. Acad. Sci. USA 2014, 111, E3900–E3909. [Google Scholar] [CrossRef] [Green Version]
  18. Hillen, H.S.; Kokic, G.; Farnung, L.; Dienemann, C.; Tegunov, D.; Cramer, P. Structure of replicating SARS-CoV-2 polymerase. Nature 2020, 584, 154–156. [Google Scholar] [CrossRef]
  19. Beigel, J.H.; Tomashek, K.M.; Dodd, L.E.; Mehta, A.K.; Zingman, B.S.; Kalil, A.C.; Hohmann, E.; Chu, H.Y.; Luetkemeyer, A.; Kline, S.; et al. Remdesivir for the Treatment of Covid-19—Final Report. N. Engl. J. Med. 2020, 383, 1813–1826. [Google Scholar] [CrossRef] [PubMed]
  20. Agostini, M.L.; Andres, E.L.; Sims, A.C.; Graham, R.L.; Sheahan, T.P.; Lu, X.; Smith, E.C.; Case, J.B.; Feng, J.Y.; Jordan, R.; et al. Coronavirus Susceptibility to the Antiviral Remdesivir (GS-5734) Is Mediated by the Viral Polymerase and the Proofreading Exoribonuclease. mBio 2018, 9, e00221-18. [Google Scholar] [CrossRef] [Green Version]
  21. Jin, Y.-H.; Min, J.S.; Jeon, S.; Lee, J.; Kim, S.; Park, T.; Park, D.; Jang, M.S.; Park, C.M.; Song, J.H.; et al. Lycorine, a non-nucleoside RNA dependent RNA polymerase inhibitor, as potential treatment for emerging coronavirus infections. Phytomedicine 2021, 86, 153440. [Google Scholar] [CrossRef] [PubMed]
  22. Kim, D.E.; Min, J.S.; Jang, M.S.; Lee, J.Y.; Shin, Y.S.; Park, C.M.; Song, J.H.; Kim, H.R.; Kim, S.; Jin, Y.-H.; et al. Natural Bis-Benzylisoquinoline Alkaloids-Tetrandrine, Fangchinoline, and Cepharanthine, Inhibit Human Coronavirus OC43 Infection of MRC-5 Human Lung Cells. Biomolecules 2019, 9, 696. [Google Scholar] [CrossRef] [Green Version]
  23. Ohashi, H.; Watashi, K.; Saso, W.; Shionoya, K.; Iwanami, S.; Hirokawa, T.; Shirai, T.; Kanaya, S.; Ito, Y.; Kim, K.S.; et al. Potential anti-COVID-19 agents, cepharanthine and nelfinavir, and their usage for combination treatment. iScience 2021, 24, 102367. [Google Scholar] [CrossRef]
  24. Ruan, Z.; Liu, C.; Guo, Y.; He, Z.; Huang, X.; Jia, X.; Yang, T. SARS-CoV-2 and SARS-CoV: Virtual screening of potential inhibitors targeting RNA-dependent RNA polymerase activity (NSP12). J. Med. Virol. 2021, 93, 389–400. [Google Scholar] [CrossRef]
  25. Dando, T.M.; Plosker, G.L. Adefovir Dipivoxil. Drugs 2003, 63, 2215–2234. [Google Scholar] [CrossRef]
  26. Saravolatz, L.D.; Saag, M.S. Emtricitabine, a New Antiretroviral Agent with Activity against HIV and Hepatitis B Virus. Clin. Infect. Dis. 2006, 42, 126–131. [Google Scholar] [CrossRef] [PubMed]
  27. Chang, T.-T.; Gish, R.; De Man, R.; Gadano, A.; Sollano, J.; Chao, Y.-C.; Lok, A.; Han, K.-H.; Goodman, Z.; Zhu, J.; et al. A Comparison of Entecavir and Lamivudine for HBeAg-Positive Chronic Hepatitis B. N. Engl. J. Med. 2006, 354, 1001–1010. [Google Scholar] [CrossRef] [Green Version]
  28. Sheppard, S. Moroxydine: The story of a mislaid antiviral. Acta Derm. -Venereologica. Suppl. 1994, 183, 1–9. [Google Scholar]
  29. Calleja, C.; Pascussi, J.M.; Mani, J.; Maurel, P.; Vilarem, M. The antibiotic rifampicin is a nonsteroidal ligand and activator of the human glucocorticoid receptor. Nat. Med. 1998, 4, 92–96. [Google Scholar] [CrossRef] [PubMed]
  30. Gohara, D.; Ha, C.S.; Kumar, S.; Ghosh, B.; Arnold, J.J.; Wisniewski, T.J.; Cameron, C.E. Production of “Authentic” Poliovirus RNA-Dependent RNA Polymerase (3Dpol) by Ubiquitin–Protease-Mediated Cleavage in Escherichia coli. Protein Expr. Purif. 1999, 17, 128–138. [Google Scholar] [CrossRef] [PubMed]
  31. Thompson, A.A.; Peersen, O.B. Structural basis for proteolysis-dependent activation of the poliovirus RNA-dependent RNA polymerase. EMBO J. 2004, 23, 3462–3471. [Google Scholar] [CrossRef] [Green Version]
  32. Hackbart, M.; Deng, X.; Baker, S.C. Coronavirus endoribonuclease targets viral polyuridine sequences to evade activating host sensors. Proc. Natl. Acad. Sci. USA 2020, 117, 8094–8103. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Son, K.-N.; Liang, Z.; Lipton, H.L. Double-Stranded RNA Is Detected by Immunofluorescence Analysis in RNA and DNA Virus Infections, Including Those by Negative-Stranded RNA Viruses. J. Virol. 2015, 89, 9383–9392. [Google Scholar] [CrossRef] [Green Version]
  34. Gunaratne, G.S.; Yang, Y.; Li, F.; Walseth, T.F.; Marchant, J.S. NAADP-dependent Ca2+ signaling regulates Middle East respiratory syndrome-coronavirus pseudovirus translocation through the endolysosomal system. Cell Calcium 2018, 75, 30–41. [Google Scholar] [CrossRef] [PubMed]
  35. Lai, C.-L.; Leung, N.; Teo, E.-K.; Tong, M.; Wong, F.; Hann, H.-W.; Han, S.; Poynard, T.; Myers, M.; Chao, G. A 1-Year Trial of Telbivudine, Lamivudine, and the Combination in Patients with Hepatitis B e Antigen—Positive Chronic Hepatitis B. Gastroenterology 2005, 129, 528–536. [Google Scholar] [CrossRef]
  36. Keeffe, E.B. Liver disease: Hepatitis B. Treatment of chronic hepatitis B With entecavir. Rev. Gastroenterol. Disord. 2006, 6, 112–116. [Google Scholar] [PubMed]
  37. Bang, L.M.; Scott, L.J. Emtricitabine: An antiretroviral agent for HIV infection. Drugs 2003, 63, 2413–2424, discussion 2425—2416. [Google Scholar] [CrossRef]
  38. Calvori, C.; Frontali, L.; Leoni, L.; Tecce, G. Effect of Rifamycin on Protein Synthesis. Nat. Cell Biol. 1965, 207, 417–418. [Google Scholar] [CrossRef] [PubMed]
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Figure 1. Schematic diagram of the cell-based SARS-CoV-2 RdRp activity assay system. A SARS-CoV-2 RdRp reporter assay system consists of a bicistronic reporter plasmid and nsp12 gene expression plasmid. A p(+)FLuc-(−)UTR-NLuc reporter plasmid contained the sense-oriented (+) firefly luciferase gene, (+)FLuc under the CMV promoter and the antisense-oriented 3′-UTR of SARS-CoV-2, Nano-Glo luciferase sequence and 5′-UTR of SARS-CoV-2, (−)UTR-NLuc, which were flanked with HDV ribozyme self-cleavage sequences. The host RNA polymerase transcribed the (+)FLuc-(−)UTR-NLuc RNA, which was then processed at the HDV ribozyme self-cleavage sequence. The cleaved (−)3′-UTR-(−)NLuc-(−)5′-UTR RNA sequences were replicated by the SARS-CoV RdRp protein. Then, the replicated sense-oriented NLuc RNA was translated. Therefore, NLuc activity indicated the activity of SARS-CoV-2 RdRp, whereas FLuc activity acted as an internal control.
Figure 1. Schematic diagram of the cell-based SARS-CoV-2 RdRp activity assay system. A SARS-CoV-2 RdRp reporter assay system consists of a bicistronic reporter plasmid and nsp12 gene expression plasmid. A p(+)FLuc-(−)UTR-NLuc reporter plasmid contained the sense-oriented (+) firefly luciferase gene, (+)FLuc under the CMV promoter and the antisense-oriented 3′-UTR of SARS-CoV-2, Nano-Glo luciferase sequence and 5′-UTR of SARS-CoV-2, (−)UTR-NLuc, which were flanked with HDV ribozyme self-cleavage sequences. The host RNA polymerase transcribed the (+)FLuc-(−)UTR-NLuc RNA, which was then processed at the HDV ribozyme self-cleavage sequence. The cleaved (−)3′-UTR-(−)NLuc-(−)5′-UTR RNA sequences were replicated by the SARS-CoV RdRp protein. Then, the replicated sense-oriented NLuc RNA was translated. Therefore, NLuc activity indicated the activity of SARS-CoV-2 RdRp, whereas FLuc activity acted as an internal control.
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Figure 2. Expression of the SARS-CoV-2 RdRp gene and RdRp activity in a cell-based SARS-CoV-2 RdRp activity assay. (A) Expression of the SARS-CoV-2 RdRp gene with an N-terminal or C-terminal Flag was detected with an anti-Flag antibody by western blotting 24 h after transfection with pCI empty plasmid (CON), pCI-SARS2-nsp12N plasmid (nsp12N), or pCI-SARS2-nsp12C plasmid (nsp12C). (B) The activities of nsp12N and nsp12C were compared in a cell-based assay system by transfecting pCI-SARS2-nsp12N or pCI-SARS2-nsp12C and p(+)FLuc-(−)UTR-NLuc at the indicated concentrations for 24 h. The NLuc value was normalized to that of FLuc and analyzed by two-way ANOVA with Bonferroni’s multiple comparison tests [n = 3, **** p < 0.0001, plasmid dosage effect, F(4, 20) = 81.90; # p = 0.0205, Flag tag effect, F(1, 20) = 6.337; ns, p = 0.3754, Flag tag times plasmid dose interaction, F(4, 20) = 1.119]. (C) NLuc activity was increased by transfection with pCI-SARS2-nsp12N (nsp12) but not with pcDNA3.1-SARS2-nsp5N (nsp5). After FLuc and NLuc activities were measured, NLuc/FLuc values were graphed. The results were analyzed by one-way ANOVA with Bonferroni’s multiple comparison tests [n = 3, F(2, 6) = 672.2, **** p < 0.0001 vs. pCI, #### p < 0.0001 vs. nsp5]. (D) The p(+)FLuc-(−)UTR-NLuc reporter plasmids with or without polyA33 were compared by transfection with pCI-SARS2-nsp12N and p(+)FLuc-(−)UTR-NLuc without poly-A33 (w/o A33) or with poly-A33 (w/ A33) at the indicated concentrations. The relative NLuc activities (normalized by FLuc activity) of the two groups were compared using two-way ANOVA followed by Bonferroni’s multiple comparison [n = 3; **** p < 0.0001, dose-effect, F(3, 8) = 89.08; *** p = 0.0001, dose-effect F(3, 8) = 29.31; #### p < 0.0001; poly-A33 effect, F(1, 16) = 200.7]. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
Figure 2. Expression of the SARS-CoV-2 RdRp gene and RdRp activity in a cell-based SARS-CoV-2 RdRp activity assay. (A) Expression of the SARS-CoV-2 RdRp gene with an N-terminal or C-terminal Flag was detected with an anti-Flag antibody by western blotting 24 h after transfection with pCI empty plasmid (CON), pCI-SARS2-nsp12N plasmid (nsp12N), or pCI-SARS2-nsp12C plasmid (nsp12C). (B) The activities of nsp12N and nsp12C were compared in a cell-based assay system by transfecting pCI-SARS2-nsp12N or pCI-SARS2-nsp12C and p(+)FLuc-(−)UTR-NLuc at the indicated concentrations for 24 h. The NLuc value was normalized to that of FLuc and analyzed by two-way ANOVA with Bonferroni’s multiple comparison tests [n = 3, **** p < 0.0001, plasmid dosage effect, F(4, 20) = 81.90; # p = 0.0205, Flag tag effect, F(1, 20) = 6.337; ns, p = 0.3754, Flag tag times plasmid dose interaction, F(4, 20) = 1.119]. (C) NLuc activity was increased by transfection with pCI-SARS2-nsp12N (nsp12) but not with pcDNA3.1-SARS2-nsp5N (nsp5). After FLuc and NLuc activities were measured, NLuc/FLuc values were graphed. The results were analyzed by one-way ANOVA with Bonferroni’s multiple comparison tests [n = 3, F(2, 6) = 672.2, **** p < 0.0001 vs. pCI, #### p < 0.0001 vs. nsp5]. (D) The p(+)FLuc-(−)UTR-NLuc reporter plasmids with or without polyA33 were compared by transfection with pCI-SARS2-nsp12N and p(+)FLuc-(−)UTR-NLuc without poly-A33 (w/o A33) or with poly-A33 (w/ A33) at the indicated concentrations. The relative NLuc activities (normalized by FLuc activity) of the two groups were compared using two-way ANOVA followed by Bonferroni’s multiple comparison [n = 3; **** p < 0.0001, dose-effect, F(3, 8) = 89.08; *** p = 0.0001, dose-effect F(3, 8) = 29.31; #### p < 0.0001; poly-A33 effect, F(1, 16) = 200.7]. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
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Figure 3. Effect of SARS-CoV-2 nsp7 and nsp8 on RdRp activity. (A) The expression of nsp7, nsp8 and nsp12 genes was detected with an anti-Flag antibody using Western blotting 24 h after transfecting HEK293 T cells with pCI (CON), pCI-SARS2-nsp12N, pCI-SARS2-nsp7C, or pCI-SARS2-nsp8C (SARS-CoV-2 nsps). (B) A cell-based SRAS-CoV-2 RdRp activity assay with the empty pCI plasmid (pCI), pCI-SARS2-nsp12N (nsp12), or pCI-SARS2-nsp12N and 3 types of nsp7 and nsp8 gene expression plasmids, C-terminal Flag-tagged (nsp7C + nsp8C), no Flag tag (nsp7 + nsp8), or pCI-SARS2-nsp8-IRES-nsp7 (nsp8-IRES-nsp7) and the p(+)FLuc-(−)UTR-NLuc reporter plasmid at the ratio of 20:120:20:20 (reporter plasmid:nsp12N:nsp7:nsp8) or 20:120:40 (reporter plasmid:nsp12N:nsp8-IRES-nsp7). FLuc and NLuc activities were measured and NLuc/FLuc values were graphed (n = 3; **** p < 0.0001, nsp12 effect, F(4, 10) = 190.8, vs. pCI; ## p < 0.01, nsp7 and nsp8 effect, F(3, 8) = 10.71, vs. nsp12). (C) Immunofluorescence staining with anti-dsRNA-specific K1 antibody (red) and DAPI (blue) 24 h after transfection with the p(+)FLuc-(−)UTR-NLuc reporter plasmid (RP) and pCI-SARS2 nsp12N (nsp12) with or without pCI-SARS2 nsp7C and pCI-SARS2 nsp8C (nsp7/8). The scale bar: 50 μm. (D) Z-factor calculation using Zhang’s formula. The HEK293T cells seeded in a 96-well plate were transfected with p(+)FLuc-(−)UTR-NLuc and pCI or pCI-SARS2-nsp12N. After 24 h, we measured the FLuc and NLuc activities and the Z-factor between the negative (pCI) and positive groups (pCI-SARS2-nsp12N) was calculated to be 0.796. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
Figure 3. Effect of SARS-CoV-2 nsp7 and nsp8 on RdRp activity. (A) The expression of nsp7, nsp8 and nsp12 genes was detected with an anti-Flag antibody using Western blotting 24 h after transfecting HEK293 T cells with pCI (CON), pCI-SARS2-nsp12N, pCI-SARS2-nsp7C, or pCI-SARS2-nsp8C (SARS-CoV-2 nsps). (B) A cell-based SRAS-CoV-2 RdRp activity assay with the empty pCI plasmid (pCI), pCI-SARS2-nsp12N (nsp12), or pCI-SARS2-nsp12N and 3 types of nsp7 and nsp8 gene expression plasmids, C-terminal Flag-tagged (nsp7C + nsp8C), no Flag tag (nsp7 + nsp8), or pCI-SARS2-nsp8-IRES-nsp7 (nsp8-IRES-nsp7) and the p(+)FLuc-(−)UTR-NLuc reporter plasmid at the ratio of 20:120:20:20 (reporter plasmid:nsp12N:nsp7:nsp8) or 20:120:40 (reporter plasmid:nsp12N:nsp8-IRES-nsp7). FLuc and NLuc activities were measured and NLuc/FLuc values were graphed (n = 3; **** p < 0.0001, nsp12 effect, F(4, 10) = 190.8, vs. pCI; ## p < 0.01, nsp7 and nsp8 effect, F(3, 8) = 10.71, vs. nsp12). (C) Immunofluorescence staining with anti-dsRNA-specific K1 antibody (red) and DAPI (blue) 24 h after transfection with the p(+)FLuc-(−)UTR-NLuc reporter plasmid (RP) and pCI-SARS2 nsp12N (nsp12) with or without pCI-SARS2 nsp7C and pCI-SARS2 nsp8C (nsp7/8). The scale bar: 50 μm. (D) Z-factor calculation using Zhang’s formula. The HEK293T cells seeded in a 96-well plate were transfected with p(+)FLuc-(−)UTR-NLuc and pCI or pCI-SARS2-nsp12N. After 24 h, we measured the FLuc and NLuc activities and the Z-factor between the negative (pCI) and positive groups (pCI-SARS2-nsp12N) was calculated to be 0.796. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
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Figure 4. Effect of remdesivir, lycorine and cepharanthine on SARS-CoV-2 RdRp activity. HEK293T cells were transfected with p(+)FLuc-(−)UTR-NLuc and pCI-SARS2-nsp12N. After 6 h, the cells were treated with serially diluted- remdesivir (A), lycorine (B), or cepharanthine (C) for 15 h. FLuc and NLuc activities were measured and NLuc/FLuc ratios were determined. Statistical comparisons were conducted using one-way analysis of variance (ANOVA) followed by Bonferroni’s multiple comparison test. * p < 0.05; *** p < 0.001; **** p < 0.0001 vs. 0 μM (left graph). The IC50 values were calculated using non-linear regression analysis (right graph). The data were representative of at least three independent experiments and presented as mean ± standard error of the mean.
Figure 4. Effect of remdesivir, lycorine and cepharanthine on SARS-CoV-2 RdRp activity. HEK293T cells were transfected with p(+)FLuc-(−)UTR-NLuc and pCI-SARS2-nsp12N. After 6 h, the cells were treated with serially diluted- remdesivir (A), lycorine (B), or cepharanthine (C) for 15 h. FLuc and NLuc activities were measured and NLuc/FLuc ratios were determined. Statistical comparisons were conducted using one-way analysis of variance (ANOVA) followed by Bonferroni’s multiple comparison test. * p < 0.05; *** p < 0.001; **** p < 0.0001 vs. 0 μM (left graph). The IC50 values were calculated using non-linear regression analysis (right graph). The data were representative of at least three independent experiments and presented as mean ± standard error of the mean.
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Figure 5. Effect of nucleoside and nucleotide analogs on SARS-CoV-2 RdRp activity. HEK293T cells were transfected with p(+)FLuc-(−)UTR-NLuc and pCI-SARS2-nsp12N. After 6 h, the cells were treated with serially diluted-adefovird dipivoxil (A), emtricitabine (B), telbivudine (C), entecavir hydrate (D), moroxydine HCl (E), or rifampin (F) for 15 h. FLuc and NLuc activities were measured to determine the NLuc/FLuc ratios. Statistical comparisons were conducted using one-way analysis of variance (ANOVA) followed by Bonferroni’s multiple comparison test. * p < 0.05; ** p < 0.01; *** p < 0.001; **** p < 0.0001 vs. 0 μM (upper graph). The IC50 values were calculated using non-linear regression analysis (lower graph). The data were representative of at least three independent experiments and presented as mean ± standard error of the mean.
Figure 5. Effect of nucleoside and nucleotide analogs on SARS-CoV-2 RdRp activity. HEK293T cells were transfected with p(+)FLuc-(−)UTR-NLuc and pCI-SARS2-nsp12N. After 6 h, the cells were treated with serially diluted-adefovird dipivoxil (A), emtricitabine (B), telbivudine (C), entecavir hydrate (D), moroxydine HCl (E), or rifampin (F) for 15 h. FLuc and NLuc activities were measured to determine the NLuc/FLuc ratios. Statistical comparisons were conducted using one-way analysis of variance (ANOVA) followed by Bonferroni’s multiple comparison test. * p < 0.05; ** p < 0.01; *** p < 0.001; **** p < 0.0001 vs. 0 μM (upper graph). The IC50 values were calculated using non-linear regression analysis (lower graph). The data were representative of at least three independent experiments and presented as mean ± standard error of the mean.
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Table
Table 1. IC50 and inhibition percentage of SARS-CoV-2 RNA-dependent RNA polymerase (RdRp) activity at the maximum concentrations. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
Table 1. IC50 and inhibition percentage of SARS-CoV-2 RNA-dependent RNA polymerase (RdRp) activity at the maximum concentrations. It was representative of at least three independent experiments. The data were presented as mean ± standard error of the mean.
NameIC50 (μM)Max. Dose (μM)Inhibition % of RdRp Activity at Max. Dose
Remdesivir2.585 ± 0.2736.771.03
Lycorine1.465 ± 0.0334.4100
Cepharanthine>10105.84
Adefovir Dipivoxil3.785 ± 0.86612.586.98
Emtricitabine15.375 ± 3.60210088.21
Telbivudine45.928 ± 3.85910076.92
Entecavir Hydrate41.993 ± 4.16210083.09
Moroxydine48.929 ± 14.37010076.54
Rifampin49.434 ± 4.02010096.73
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Min, J.S.; Kwon, S.; Jin, Y.-H. SARS-CoV-2 RdRp Inhibitors Selected from a Cell-Based SARS-CoV-2 RdRp Activity Assay System. Biomedicines 2021, 9, 996. https://doi.org/10.3390/biomedicines9080996

AMA Style

Min JS, Kwon S, Jin Y-H. SARS-CoV-2 RdRp Inhibitors Selected from a Cell-Based SARS-CoV-2 RdRp Activity Assay System. Biomedicines. 2021; 9(8):996. https://doi.org/10.3390/biomedicines9080996

Chicago/Turabian Style

Min, Jung Sun, Sunoh Kwon, and Young-Hee Jin. 2021. "SARS-CoV-2 RdRp Inhibitors Selected from a Cell-Based SARS-CoV-2 RdRp Activity Assay System" Biomedicines 9, no. 8: 996. https://doi.org/10.3390/biomedicines9080996

APA Style

Min, J. S., Kwon, S., & Jin, Y. -H. (2021). SARS-CoV-2 RdRp Inhibitors Selected from a Cell-Based SARS-CoV-2 RdRp Activity Assay System. Biomedicines, 9(8), 996. https://doi.org/10.3390/biomedicines9080996

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