Abstract
Hypericum perforatum and Echinacea are reported to have antiviral activities against several viral infections. In this study, H. perforatum (St. John’s Wort) and Echinacea were tested in vitro using Vero E6 cells for their anti-viral effects against the newly identified Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) through its infectious cycle from 0 to 48 h post infection. The hypericin of H. perforatum and the different parts (roots, seeds, aerial) of two types of Echinacea species (Echinacea purpurea and Echinacea angustifolia) were tested for their anti-viral activities to measure the inhibition of viral load using quantitative real-time polymerase chain reaction (qRT-PCR) on cell culture assay. Interestingly, the H. perforatum-Echinacea mixture (1:1 ratio) of H. perforatum and Echinacea was tested as well on SARS-CoV-2 and showed crucial anti-viral activity competing H. perforatum then Echinacea effects as anti-viral treatment. Therefore, the results H. perforatum and Echinacea species, applied in this study showed significant anti-viral and virucidal effects in the following order of potency: H. perforatum, H. perforatum-Echinacea mixture, and Echinacea on SARS-CoV-2 infectious cycle. Additionally, molecular simulation analysis of the compounds with essential proteins (Mpro and RdRp) of the SARS-CoV-2 revealed the most potent bioactive compounds such as Echinacin, Echinacoside, Cyanin, Cyanidin 3-(6''-alonylglucoside, Quercetin-3-O-glucuronide, Proanthocyanidins, Rutin, Kaempferol-3-O-rutinoside, and Quercetin-3-O-xyloside. Thus, based on the outcome of this study, it is demanding the setup of clinical trial with specific therapeutic protocol.
Subject terms: Antivirals, SARS-CoV-2
Introduction
Human coronaviruses (HCoVs) continue to pose global threats to human health that started with the spread of severe acute respiratory syndrome coronavirus (SARS-CoV)1, followed by the emergence of Middle East respiratory syndrome coronavirus (MERS-CoV) in 20122 and finally the pandemic of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) that originated from Wuhan, China. The pandemic caused a global pandemic of COVID-193. With the progression of the disease, intensive production of pro-inflammatory cytokines like: TNF-α, IL-1β, IL-6, IFN-γ, CXCL10, MCP-1, which result in vasculitis, hypercoagulability, and multi-organ damage, leading ultimately to death4. Main protease (Mpro), known as 3-chymotrypsin-like cysteine protease (3CLpro), has been considered as an important functional target in the viral life cycle, and therefore as a candidate target for anti-viral drugs against SARS-CoV-25,6 due to its role in the release of functional polypeptides that are encoded by all HCoVs7,8. Updated reports about the disease management from COVID-19 have targeted its structure, pathology, and mechanism in order to have the best treatment against the infection9. For example, numbers of feasible treatment against SARS-CoV-2 were proposed such as: neuraminidase inhibitors, Remdesivir, Peptide (EK1), abidol, RNA synthesis inhibitors (TDF and 3TC), anti-inflammatory drugs (hormones and other molecules), and Chinese traditional medicine10. Furthermore, there were several studies about the synergy between antimalarial drugs, like Chloroquine-Hydroxychloroquine, Remdesivir-Favipiravir for the treatment of COVID-1911–13.
The evaluation of herbal remedies and plant extracts that are shown to have an antiviral effect against other coronaviruses might provide an alternative approach to the development of COVID-19 treatments. Several studies have investigated the antiviral activities against other coronaviruses14 with high efficacy and low cytotoxicity. For example, glycyrrhizin, an extract from licorice roots, was shown to completely block virus replication15,16.
H. perforatum (family Hypericaceae), or St. John’s Wort (SJW) has been very well known for a long time as an effective medicinal plant for a range of communicable and non-communicable diseases such as depression, bacterial and viral infections, skin wound, and inflammation17,18. H. perforatum's metabolites extract from each plant part (roots, seeds and aerial) are different and are chemically defined to naphthodianthrones (hypericin), phloroglucinols (hyperforin), flavonoid glycosides (hyperoside), rutin, the flavonoids quercetin and myricetin19,20. As an anti-viral agent, H. perforatum activities were assessed in vitro and in vivo on infectious bronchitis virus (IBV), Hepatitis C, HIV, and Coronaviruses other than SARS-CoV-221,22. Also, both hyperforin alone and other extracts of H. perforatum suppressed cytokine effects in β-cell lines and isolated rat and human pancreatic islets20,23. Furthermore, ethyl acetate extraction section of Hypericum (HPE) showed a significant reduction on relative virus titer of IBV in vitro and in vivo, reduction of mRNA expression rate of IL-6, TNF-α, and NF-kB17. Based on the potential of H. perforatum extract as well as its main polyphenol component hyperforin to counteract the pro‐inflammatory effects of various cytokines, its use was reviewed and proposed to prevent cytokine storm in COVID‐19 patients24.
Another medicinal plant, which was applied for many traditional and common remedies like curing cold and flu symptoms and boosting immune system, is Echinacea. Echinacea is known with nine species of several plants in the genus of Echinacea, however, only three of them were used as herbal complements: E. angustifolia, E. purpurea, and E. Pallida. Echinacea contains chemical compounds responsible for medicinal properties as: phenols including caffeic acid derivatives and echinacoside, polysaccharides, flavonoids, ketones, and lipophilic alkamides25,26. Previous in vitro and in vivo studies, showed that Echinacea had an effect on cytokine production27,28, increasing the expression of CD6929, an impact on natural killer cells30, as well as reducing illness severity. In vivo studies showed the anti-inflammatory therapeutic effect on human monocytic THP-1 cells31. Also, alkylamides and ketones of Echinacea extracts were reported for their anti-inflammatory effects32–35. A study in 2009 against H5N1 HPAIV strain showed that the extract of E. purpurea interferes with the viral entry into cells by blocking the receptor binding activity of the virus36. In another study, the in vitro virucidal and antiviral potential of Echinacea purpurea herb and roots ethanolic extract (Echinaforce®) was investigated against human coronaviruses including SARS-CoV-237. The study reported the inactivation of MERS-CoV, SARS-CoV-1, and SARS-CoV-2 using the Echinacea purpurea extract.
In continuation to our previous studies to evaluate the antiviral performance of natural antiviral agents against some of the human coronaviruses16,38,39, we report in this study, the in vitro anti-viral and virucidal effects of H. perforatum (aerial parts) and Echinacea species (root, seed, aerial parts) against SARS-CoV-2. We also report a molecular simulation study for the reported bioactive compounds in the selected plants against the potent therapeutic targets, viz. main protein (Mpro) and RNA dependent polymerase (RdRp) enzymes of SARS-CoV-2.
Materials and methods
Cell cultures
Vero E6 cells (ATCC® CRL-1586™) and HEK 293 cells (ATCC® CRL-1573™) were incubated in a 75 cm2 cell culture flask containing Dulbecco's modified Eagle's medium (DMEM) supplemented with 10% fetal bovine serum (SIGMA) at 37 °C in a 5% CO2 atmosphere. For testing purposes, 96-well plates were seeded with Vero E6 cells at a density of 3 × 104 cells/well and incubated for 24 h at 37 °C with 5% CO2 until a confluent monolayer was attained40.
Viral stock
The SARS-CoV-2 isolate used in this study was isolated in the laboratory of BSL-3 from a well-characterized clinical specimen (SARS-CoV-2/human/SAU/85791C/2020, gene bank accession number: MT630432) described earlier41. Briefly, isolation was performed in a 75 cm2 cell culture flask containing Vero E6 cells in Minimum Essential Media (Gibco, Thermo Fisher)2 with 4% of fetal bovine serum and 1% glutamine. Cytopathic effect was monitored daily. In approximately 72 h, nearly complete cell lysis was observed yielding a TCID50 of 3.16 × 106 infectious particles per mL. The viral supernatant was used for inoculation in subsequent experiments. All experiments involving live SARS-CoV-2 virus were performed in the biosafety level 3 facility of the Special infectious Agents Unit, King Abdulaziz University.
Hypericum perforatum and Echinacea extracts
H. perforatum and Echinacea products were purchased from gaia HERBS® (Brevard, North Carolina, USA) as gelatin capsules and as liquid; respectively, the products were sold as dietary and herbal supplements. According to the supplier, the whole plant profile is processed in the biocontainment area using water and ethanol to extract the plant's constituents to avoid applying non-ingestible solvents for extraction. Once extracted and filtered, the extract is then concentrated using low heat and low pressure to slowly remove the solvent and preserve the fragile plant constituents. Finally, HPLC analysis is carried to ensure the extract is concentrated to the correct activity levels.
Sample preparation
The plant materials in concentration of 100 mg/mL42 were prepared in a BSL-2 laboratory under reduced light and dissolved in the minimum volume of dimethyl sulfoxide (DMSO, ≥ 99.5%, plant cell culture tested, SIGMA), diluted to the working concentration using culture medium and filtered into 0.22 µm filter43. All the extracts were filtered to remove any plant fibers. The mixture of H. perforatum and Echinacea was prepared by mixing each plant material at 100 mg/mL.
Cytotoxicity assay
The cytotoxicity assays were performed using the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT, Roche, Germany) protocols as previously reported44 with minor modifications. Vero E6 cell monolayers with 4 × 103 cells/mL plated onto 96-well culture plates were washed 3 times with phosphate buffer saline (PBS) 1 ×, pH 7.4. 100 µL of prepared working solution of H. perforatum, Echinacea and the H. perforatum-Echinacea mixture diluted in serum-free DMEM medium (two-fold dilutions, ranging from 0.039 to 5 µg/mL) were added into each well of the 96-well plate and another 100 µL of maintenance medium added onto the wells (3 wells per each dilution in two independent experiments). Control cells were incubated with the corresponding concentrations of DMSO solutions as solvent controls and wells with no additives as negative controls. The cells were incubated at 37 °C for 48 h in a 5% CO2 atmosphere, the supernatant was then aspirated, and cells were washed 3 times with PBS, then 20 μL of MTT solution was added to each well and incubated for 4 h at 37 °C. Solubilization solution was added and incubated overnight at 37 °C. The plate was read using an ELISA reader (Synergy 2 microplate, BIOTIK, South Korea) with a reference wavelength of 570 nm (OD570). Cytotoxicity was calculated from mean values according to the following equation: (1 − (OD570 drug/OD570 control) × 100). Cytotoxicity graphs were then generated by plotting percentage of cytotoxicity versus log10 the drug concentration using Graphpad prism 9 (Version 9.0.0) and the CC50 was calculated using the nonlinear curve fitting with variable slope where the equation of the fit curve is: Y = 100/(1 + 10^((LogCC50-X)*HillSlope))) where Y is the % cytotoxicity and X is the concentration.
In vitro micro-inhibition assay
The plant extracts were evaluated as described previously45 with some modifications. Briefly, 96-well plates were prepared as mentioned above with Vero E6 cells. Then, the cells were washed twice with PBS, and two-fold serial dilutions of plant materials (H. perforatum, Echinacea and the H. perforatum-Echinacea mixture) (0.316–5 µg/mL) in medium were challenged with a multiplicity of infection (MOI) of 1 of the SARS-CoV-2 isolate and incubated for three days at 37 °C and 5% CO2 according to the procedures described in Section “Anti-viral activity assays”. The results were quantified as previously described. The % inhibition was expressed relative to the virus control using dose–response curves. Graphs were then generated by plotting % inhibition versus log10 the drug concentration using Graphpad Prism 9 (Version 9.0.0) and the IC50 was calculated using the nonlinear curve fitting with variable slope where the equation of the fit curve is represented by Eq. (1), where Y is the % inhibition and X is the concentration.
1 |
Anti-viral activity assays
The effect of the medicinal plants was tested in the BSL-3 biocontainment laboratory by the anti-viral assays (as represented in Fig. 1). The prepared 96-well plates of Vero E6 were treated with the herbal extracts in triplicate of two independent experiments:
Post treatment of virus-infected cells (anti-viral activity)
To determine the effect of H. perforatum, Echinacea and the H. perforatum-Echinacea mixture on SARS CoV-2 infected cells, the Vero E6 cells cultured on 96-well plates were infected with MOI = 1 of the virus isolate for 2 h at 37 °C, as described previously17. Then, treated with H. perforatum, Echinacea and the H. perforatum-Echinacea mixture, respectively, at 37 °C for 48 h. The supernatant of the cell samples was collected at 12, 16, 24, 36, and 48 h (3 wells per each time)46, the wells of each time point were pooled together to have enough material for RNA extraction and used for qRT-PCR41. The percent inhibition of SARS- CoV-2 was evaluated relative to the positive virus control (SARS-CoV-2 on Vero E6 cells with no compounds added).
Pre-treatment of cells prior to virus infection (anti-viral activity)
To investigate effect of the medicinal plants on cells to block the cell receptors, the Vero E6 cells cultured on 96-well plates were treated with H. perforatum, Echinacea and the H. perforatum-Echinacea mixture solutions, respectively, at 37 °C for 2 h, and then washed 3 times with PBS solution17. The cells were subsequently inoculated with SARS-CoV-2 (MOI = 1) and cultured at 37 °C for 48 h. Supernatant was collected at 12, 16, 24, 36, and 48 h (3 wells per each time point)46, pooled together and used for qPCR. The percent inhibition of SARS- CoV-2 was evaluated relative to the positive virus control (SARS-CoV-2 on Vero E6 cells with no compounds added)41.
Pre-treatment of virus prior to infection (virucidal activity)
To analyze the direct impact of the medicinal plants on SARS-CoV-2 infection, SARS-CoV-2 (MOI = 1) was incubated with H. perforatum, Echinacea and the H. perforatum-Echinacea mixture, respectively, at 37 °C for 2 h17. The three extract-treated SARS-CoV-2 were subsequently used to infect Vero E6 cells at 37 °C for 48 h. The percent inhibition of SARS-CoV-2 was evaluated relative to the positive virus control (SARS-CoV-2 on Vero E6 cells with no compounds added) using qRT-PCR41 at 12, 16, 24, 36, and 48 h supernatants cell samples46. During the post infection cycle, the plates were analyzed by observing virus-induced CPE by light microscope (Nikon-ECLIPSE-Ti, Japan), and was stained crystal violet staining (Sigma-Aldrich, USA), as previously described44.
Quantitative real-time PCR (qRT-PCR)
Viral RNA was extracted from all samples collected directly from the 96 well plates of the anti-viral assay, as previously described41 using the QIAmp Viral RNA Mini Kit (Qiagen, Germany) according to the manufacturer’s instructions. Relative quantification of the SARS-CoV-2 viral load was performed by one-step dual-target real time RT-PCR (RealStar SARS-CoV-2 RT-PCR Kit 1.0, Altona Diagnostics, Germany) according to the manufacturer’s instructions using a 7500 Fast Real-Time PCR System (Applied Biosystems, USA). The PCR detects a beta-coronavirus specific target (E-gene), a SARS-CoV- 2 specific target (RdRP-gene) and an internal control. The decrease in viral load was expressed by comparing the cycle threshold values from each sample relative to the Ct values of the pretreatment inoculated sample47. The SARS-CoV-2 titers were expressed as PFU equivalents per mL (PEq/mL) using a standard curve generated by testing serial dilutions of the viral stock using qRT-PCR under the same testing conditions as the test samples. Each run included a positive viral template control and no-template negative control. Each sample was tested in duplicate, and the mean is reported as PEq/mL. Y = 100/(1 + 10^((LogIC50-X)*HillSlope)) where Y is the % inhibition and X is the con-centration 4.9.
Statistical analysis
Data were analyzed with one- or two-way ANOVA with a Tukey’s test for multiple comparisons. P < 0.05 and < 0.005 are considered statistically significant. All analyses were per-formed with GraphPad Prism, version 8.
In silico study
Data collection, virtual screening, and re-docking
The in silico study was performed to predict the synergistic effect of E. angustifolia, E. purpurea, and H. perforatum phytochemicals against SARS-CoV-2. Briefly, information about the phytochemical compounds present in the selected plants were searched in published literature and their 3D structures were retrieved from PubChem database in SDF format48,49. Moreover, the crystal structures of SARS-CoV-2 Main protease (Mpro) and (b) of RNA-dependent RNA polymerase (RdRp) proteins were collected from RCSB Protein Databank (http://www.rcsb.org/) with PDB ID:6W6350 and PDB ID:7B3C51, respectively. Both target structures were prepared using Dockprep tool inbuilt in Chimera program, and all the compounds were prepared in PyRx software before screening. The active sites of both drug targets were predicted using Cavity Plus tool52. The predicted pocket which had native ligand binding residues was considered for grid generation in PyRx. Initially, structure based virtual Screening (SBVS) for the collected phytochemicals from each selected plant was performed using PyRx Software53, as reported earlier54. After completion of six separate SBVS experiments, viz. Mpro-E. angustifolia, Mpro-E. purpurea, Mpro-H. perforatum, RdRp- E. angustifolia, RdRp-E. purpurea, and RdRp-H. perforatum, the top potential compounds with highest docking scores from SBVS were further selected for re-docking analysis in Chimera-AutoDock Vina plugin setup55,56. Selected ligands poses and target proteins were prepared using Dockprep tool in-built in Chimera program before re-docking. In the case of Mpro, the grid (30 Å × 30 Å × 30 Å) was set up along the three center coordinates (119.44 × − 4.95 × 16.78), covering the entire crucial residues of the target protein to provide enough space for the ligand binding. In case of RdRp, the grid (30 Å × 30 Å × 40 Å) was set up along the three center coordinates (97.36 × 97.76 × 116.69). Similar methodology was used for docking both targets with control ligands [X-77 (Mpro), Remdesivir (RdRp)]. Later, potential top two compounds from re-docking analysis from each plant against selected viral proteins were studied for molecular interaction analysis in free academic Schrödinger-Maestro v12.7 (Schrödinger Re-lease 2021-1: Maestro, Schrödinger, LLC, New York, NY, 2021).
Molecular dynamics simulation
Selected re-docked complexes from each docking group were studied under 100 ns molecular dynamics simulation to understand the binding stability of phytochemicals in the active pocket of the selected viral proteins, i.e., SARS-CoV-2 Mpro and SARS-CoV-2 RdRp, as reported earlier57. Briefly, the selected pose of docked complexes was pre-processed under default parameters using protein preparation tool in free academic Maestro-Desmond suite (Maestro-Desmond Interoperability Tools, Schrödinger, New York, NY, 2018)58. After that, the complexes were merged in orthorhombic water bath (10 × 10 × 10 Å) amended with TIP4P water solvent and the complete simulation system was neutralized by counter ions while ions were placed at a distance of 20 Å from the ligand using system building tool. Moreover, to mimick the in vitro physiochemical environment, 0.15 M salt was also amended in the simulation system by system building tool. Following, complete system was minimized using Desmond minimization tool58 under default parameters and then subjected to 100 ns MD simulation at 300 K temperature and 1.01325 bar pressure using molecular dynamics simulation tool with default parameters. Each docked complex was subjected to MD simulation under similar parameters. Subsequently, the MD simulation trajectories were analyzed by simulation interaction diagram59 tool in Maestro-Desmond suite58.
Results
Evaluation of cytotoxicity of Hypericum perforatum and Echinacea
The cytotoxicity of H. perforatum, Echinacea and the H. perforatum-Echinacea mixture were evaluated on Vero E6 cell 48 h post-treatment using MTT assay. The results showed that CC50 of H. perforatum and H. perforatum-Echinacea mixture were found to be: 66.78 and 141.1 µg/mL; respectively, while Echinacea showed the highest cytotoxicity with concentration-dependent cytotoxicity (Fig. S1).
Further evaluation of the cytotoxicity of the plant extracts was performed on HEK293 cells as a human cell line. The cytotoxicity of the extracts was not concentration-dependent with the highest cytotoxicity for the Echinacea extract (Fig. S1).
Anti-viral efficacy of Hypericum perforatum and Echinacea
The antiviral effect of the medicinal plants was evaluated using qRT-PCR assay relative to the virus control as shown in Fig. S2 which shows the dose–response curve for the tested plants. The time response of the plants tested were evaluated through the following assays:
Post-treatment of virus-infected cells assay Results from this assay showed that H. perforatum had the highest efficacy (Fig. 2A) with a minimum inhibitory concentration (MIC) of 1.56 µg/mL while the H. perforatum-Echinacea mixture showed an MIC of 6.25 µg/mL and the least effective was Echinacea of 6.25 µg/mL. Following the viral load with time (12, 18, 24, 36, 48 h) (Fig. 3A) after the addition of the mixture showed a significant reduction of the viral load for H. perforatum up to 36 h of addition (p = 0.0047) followed by the H. perforatum-Echinacea mixture up to 36 h of addition (p = 0.0048) and Echinacea up to 24 h of addition (p = 0.0060).
Pre-treatment of cells prior to viral infection assay: The outcome of this assay showed that H. perforatum had an MIC of 1.56 µg/mL, while Echinacea and the H. perforatum-Echinacea mixture had an MIC of 6.25 µg/mL. Figures 2B and 3B (represented previously) showed the efficacy in the viral inhibition (%) and the reduction in the viral load, respectively, with H. perforatum, the H. perforatum-Echinacea mixture and Echinacea over time (12–48 h).
Virucidal activity assay (Pre-treatment of virus prior to infection): Results from this assay showed that H. perforatum had the highest effect (Figs. 2C and 5c) of 1.56 µg/mL followed by the H. perforatum-Echinacea mixture then Echinacea of 6.25 µg/mL. The time of addition of the drug (during the infection cycle) showed a significant reduction in the viral load for H. perforatum that lasted longer than 48 h, and this result was shown as well with the H. perforatum-Echinacea mixture; however, Echinacea displayed a virucidal effect only up to 36 h.
The anti-viral effect of H. perforatum, Echinacea and the H. perforatum-Echinacea mixture (Figs. 2 and 3) was evaluated in maximum non-toxic concentration (1.56, 6.25, and 6.25 µg/mL, respectively), and it showed that the inhibition of H. perforatum on SARS-CoV-2 was higher than H. perforatum-Echinacea mixture and Echinacea in the three anti-viral assays. Also, it displayed that Echinacea was a weaker inhibitor than the H. perforatum and the H. perforatum-Echinacea mixture but slightly strong as a virucidal effect up to 24 h. In addition, the effect of the plant materials on SARS-CoV-2 infection was evaluated by crystal violet staining of the viral CPE effect on the cells (Fig. 4). Figure 4 shows the effect of evaluating the antiviral activity of adding the extracts in the three different antiviral assays (Panels A, B and C) and followed up for 48 h post addition. PC is the positive virus control with no treatments added, while NC is the negative cell control with no virus and no treatment added.
Computational analysis
To decipher the potential compounds, present in the respective extracts of selected plants, phytochemicals reported in each plant were collected from literature and studied for putative inhibitory mechanism with the aid of computational methods. This aid includes molecular docking, molecular contact formation, and molecular dynamics simulation.
Data collection, virtual screening, and re-docking
SBVS of total 394 phytochemicals from E. angustifolia, E. purpurea, and H. perforatum against SARS-CoV-2 Mpro and SARS-CoV-2 RdRp predicted their binding affinity between − 11 and − 1 kcal/mol (Tables S1–S6). Following, top 10 compounds from each SBVS of Mpro-E. angustifolia, Mpro-E. purpurea, Mpro-H. perforatum, RdRp-E. angustifolia, RdRp-E. purpurea, and RdRp-H. perforatum were selected for re-docking analysis. The binding energies of re-docked molecules from each plant against both drug targets have been listed in Tables S7–S12. In the case of SARS-CoV-2 Mpro re-docking analysis, Echinacin (− 9.0 kcal/mol) and Echinacoside (− 8.6 kcal/mol) from E. angustifolia, Cyanin (− 9.6 kcal/mol) and Cyanidin 3-(6''-malonylglucoside) (− 9.0 kcal/mol) from E. purpurea, and Querce-tin-3-O-glucuronide (− 9.6 kcal/mol) and Proanthocyanidins (− 9.1 kcal/mol) from H. perforatum showed substantial binding energy with viral protease and much better than the native ligand X77 (− 8.4 kcal/mol).
While, in the case of SARS-CoV-2 RdRp re-docking analysis Echinacoside (− 9.0 kcal/mol) and Rutin (− 8.0 kcal/mol) from E. angustifolia, Kaempferol-3-O-rutinoside (− 9.3 kcal/mol) and Echinacoside (− 9.2 kcal/mol) from E. purpurea, and Rutin (− 9.2 kcal/mol) and Quercetin-3-O-xyloside (− 9.0 kcal/mol) from H. perforatum showed significant binding energy with the target protein. These observed binding energies for the above compounds are much better than control ligand Remdesivir (− 7.6 kcal/mol), and some previously reported FDA approved drugs, which were repurposed against SARS-CoV-260,61. This suggests that all the above reported compounds may be the potential inhibitors of both SARS-CoV-2 drug targets. The molecular interaction analysis results revealed the formation of good molecular contacts with catalytic residues and other substrate binding residues (Tables 1 and 2).
Table 1.
S. no. | Compound, PubChem ID, & source | H-bond | π–π stacking | Hydrophobic | Polar | Negative | Positive | Glycine |
---|---|---|---|---|---|---|---|---|
1 |
Echinacin (6439941) (E. angustifolia) |
Phe140, His163, Glu166, Gln192 | – | Pro168, Leu167, Met165, Phe140, Leu141, Cys145, Met49, Cys44, Pro52, Tyr54 | His172, Asn142, Ser144, Thr26, Thr25, His41, Gln189, Thr190, Gln192, His164, His163 | Glu166, Asp187 | Arg188 | Gly143 |
2 |
Echinacoside (5281771) (E. angustifolia) |
Thr190, Arg188, Asn142, Glu166, Gly143, Thr26, Thr25, His41, Cys44 | – | Ala191, Phe140, Leu141, Pro168, Met165, Cys145, Cys44, Val42, Met49 | Gln192, Thr190, Gln189, Hie172, Asn142, Ser144, Hie164, His163, Asn119, Thr26, Thr25, Thr24, His41, Thr45, Ser46 | Glu166 | Arg188 | Gly143 |
3 |
Cyanin (441688) (E. purpurea) |
Tyr54, Thr190, Cys44, Glu166, Hie163, Asn142 | – | Ala191, Pro168, Leu167, Met165, Phe140, Leu141, Cys145, Cys44, Met49, Pro52, Tyr54 | Gln189, Thr190, Gln192, Hie164, Hie163, Asn142, Hie172, Ser144, Hie41, Thr45, Ser46, Thr25 | Glu166, Asp187 | Arg188 | Gly143 |
4 |
Cyanidin 3-(6''-alonylglucoside (44256740) (E. purpurea) |
Glu166, Gln189, Asp187, Cys44 | – | Phe140, Leu141, Cys145, Met165, Leu167, Pro168, Ala191, Cys44, Tyr54, Pro52, Met49 | Asn142, Ser144, Hie163, Gln192, Thr190, Gln189, Hie41 | Glu166, Asp187 | Arg188 | Gly143 |
5 |
Quercetin-3-O-glucuronide (5274585) (H. perforatum) |
His163, Asn142, Glu166, Met49, Cys44, Thr190 | – | Pro168, Leu167, Met165, Leu141, Cys145, Tyr54, Pro52, Cys44, Met49, Ala191 | His163, Asn142, His172, Ser144, His41, Gln189, Thr190 Gln192 | Glu166, Asp187 | Arg188 | Gly143 |
6 |
Proanthocyanidins (107876) (H. perforatum) |
Arg188, Thr190, Glu166, Asn142, Ser144 | His41 | Cys44, Met49, Tyr54, Ala191, Pro168, Met165, Phe140, Leu141, Cys145 | His41, Gln189, Thr190, Gln192, His164, His163, Asn142, Ser144 | Glu166, Asp187 | Arg188 | – |
7 | Mpro-X77 (Control) | Gly143, His163, Glu166 | His41 | Leu27, Cys44, Met49, Pro52, Tyr54, Phe140, Leu141, Cys145, Met165, Leu167, Pro168 | Thr25, Thr26, Asn142, Ser144, His163, His164, His172, Gln189, Thr190, Gln192 | Glu166, Asp187 | His41 | Gly143 |
Table 2.
S. no. | Compound, PubChem ID, & source | H-bond | π–π/*π–π cation | Hydrophobic | Polar | Negative | Positive | Glycine |
---|---|---|---|---|---|---|---|---|
1 |
Echinacoside (5281771) (E. angustifolia) |
Asp452, Thr687, Asp760, Asp618, Lys551, Arg553, Ala554, Asp623 | – | Ala688, Tyr455, Cys622, Ala554, Pro620, Tyr619, Met794, Phe793, Val166 | Ser814, Ser795, Thr556, Ser682, Thr687, Asn691, Ser759 | Asp452, Asp623, Asp618, Asp164, Glu167, Asp761, Asp760 | Arg624, Arg555, Lys621, Arg553, Lys551, Lys798 | – |
2 |
Rutin (5280805) (E. angustifolia) |
Asp760, Asp452, Arg555, Arg553, Lys551, Asp618 | *Arg555, *Lys551 | Cys622, Pro620, Tyr619, Ala550, Ala554 | Ser549, Thr556 | Asp760, Asp623, Asp618, Asp452 | Arg624, Lys621, Lys798, Lys551, Arg553, Arg555 | – |
3 |
Kaempferol-3-O-rutinoside (5318767) (E. purpurea) |
Asp452, Lys551, Asp623, Lys621, Tyr619, Asp618, Asp760, | – | Ala554, Ala550, Cys622, Pro620, Tyr619, Trp617, Ala762, Cys813, Tyr455 | Ser814, Ser549, Thr556 | Asp452, Glu811, Asp761, Asp760, Asp618, Asp623 | Arg555, Arg553, Lys551, Arg624, Lys621, Lys798 | |
4 |
Echinacoside (5281771) (E. purpurea) |
Ser795, Asp164, Asp760, Thr687, Asp623, Asp452, Arg555, Ala554, Arg553 | – | Val166, Phe793, Ala554, Tyr619, Pro620, Tyr455, Cys622, Ala688 | Ser795, Ser814, Ser759, Asn691, Ser682, Thr687, Thr556 | Asp618, Asp164, Asp623, Asp452, Asp761, Asp760 | Lys798, Lys551, Arg553, Arg555, Lys621, Arg624 | – |
5 |
Rutin (5280805) (H. perforatum) |
Asp760, Asp452, Arg555, Arg553, Lys551, Asp618 | *Arg555, *Lys551 | Cys622, Pro620, Tyr619, Ala550, Ala554 | Ser549, Thr556 | Asp760, Asp623, Asp618, Asp452 | Arg624, Lys621, Lys798, Lys551, Arg553, Arg555 | – |
6 |
Quercetin-3-O-xyloside (5320863) (H. perforatum) |
Asn497, Arg569, Gly683, Asn543 | *Lys500 | Ala502, Val557, Ala558, Val560, Ile562, Leu498, Val495, Ala512, Tyr516, Ala685 | Asn543, Ser501, Asn497, Thr565 | Asp684 | Arg569, Lys500 | Gly683, Gly559 |
7 | Mpro-remdesivir (control) | Arg553, Thr556, Cys622, Asp623, Asn691,Ser759 | – | Tyr455, Ala554, Val557, Tyr619, Pro620, Cys622, Ala688 | Ser549, Thr556, Thr680, Ser682, Thr687, Asn691, Ser759 | Asp618, Asp623, Asp760 |
Lys545, Lys551 Arg553, Arg555, Lys621, Arg624 |
– |
Intermolecular interactions were also assessed for the respective docked complexes of SARS-CoV-2 Mpro (Table 1). Notably, SARS-CoV-2 Mpro-Echinacin complex analysis, four hydrogen bonds formation were observed with Echinacin and Phe140, His163, Glu166, and Gln192 residues of SARS-CoV-2 Mpro while Thr190, Arg188, Asn142, Glu166, Gly143, Thr26, Thr25, His41, and Cys44 residues of SARS-CoV-2 Mpro formed ten hydrogen bonds with Echinacoside from E. angustifolia (Fig. 5). Cyanin from E. purpurea formed six hydrogen bonds with Tyr54, Thr190, Cys44, Glu166, Hie163, and Asn142 while Cyanidin 3-(6ʺ-malonylglucoside) formed five bonds with Glu166, Gln189, Asp187, and Cys44 residues of SARS-CoV-2 Mpro (Fig. 5). Quercetin-3-O-glucuronide from H. perforatum formed six hydrogen bonds with His163, Asn142, Glu166, Met49, Cys44, and Thr190 while Proanthocyanidins formed five hydrogen bonds with Arg188, Thr190, Glu166, Asn142, and Ser144 residues of SARS-CoV-2 Mpro (Fig. 5). The observed interaction for each above discussed molecule is much better than the interaction reported in the crystal structure of SARS-CoV-2 Mpro bound to potent broad-spectrum non-covalent inhibitor X77 because only three hydrogen bonds (with Gly143, His163, and Glu166) had been observed in this determined structure of the complex and also in re-docked complex of SARS-CoV-2 Mpro -X77 (Fig. S5)50.
Likewise, interactions for the selected docked poses of SARS-CoV-2 RdRp with selected phytochemicals were also studied (Table 2). However, Interestingly, SARS-CoV-2 RdRp-Echinacoside showed 10 hydrogen bonds formation at Asp452, Thr687, Asp760, Asp618, Lys551, Arg553, Ala554, and Asp623 residues while Asp760, Asp452, Arg555, Arg553, Lys551, and Asp618 residues of SARS-CoV-2 RdRp formed 8 hydrogen bonds and three π-cation contacts (Arg555, and Lys551) with Rutin from E. angustifolia (Fig. 6). In this study, Kaempferol-3-O-rutinoside from E. purpurea formed nine hydrogen bonds with Asp452, Lys551, Asp623, Lys621, Tyr619, Asp618, and Asp760 residues of SARS-CoV-2 RdRp while Quercetin-3-O-xyloside from H. perforatum formed six hydrogen bonds and (with Asn497, Arg569, Gly683, Asn543) and one pi-cation interaction (Lys500) with SARS-CoV-2 RdRp (Fig. 6). Notably, a significant role of hydrogen bond formation between the receptor and ligand in the complex stability has been discussed and established in the field of drug discovery (please cite, Patil R, Das S, Stanley A, Yadav L, Sudhakar A, Varma AK. Optimized hydrophobic interactions and hydrogen bonding at the target-ligand interface leads the pathways of drug-designing62,63. Altogether, the calculated docking scores and intermolecular contact formation between RdRp and respective phytochemicals from E. angustifolia, E. purpurea, and H. perforatum suggested the screened compounds as potential inhibitors of SARS-CoV-2 RdRp by comparison to Remdesivir, potential inhibitors of SARS-CoV-2 RdRp, which was also reported with − 7.6 kcal/mol docking scores and interactions with similar active residues in SARS-CoV-2 RdRp58,60,61.
Molecular dynamics simulation analysis
In the area of drug discovery, molecular dynamics simulation of the screened complexes from molecular docking is performed to understand the respective complex stability and intermolecular interactions with respect to time. In this study, selected docked complexes were studied for MD simulation interval via root mean square deviation (RMSD), root mean square fluctuation (RMSF), and protein–ligand contacts mapping as function of 100 ns simulation interval.
RMSD analysis from MD trajectory of docked complex can be useful to understand the convergence of the complex with respect to time. Initially, protein (Cα) and protein fit ligands, i.e. selected phytochemical from three plants, were collected from the respective MD trajectories (Fig. 7). Notably, calculated RMSD values for alpha carbon (Cα) atoms of both SARS-CoV-2 Mpro and SARS-CoV-2 RdRp showed < 3 Å acceptable deviations throughout the course of simulation. These observations suggested that the docked viral proteins have no significant structural changes as function of 100 ns interval (Fig. 7). Likewise, all the selected phytochemical as protein fit ligands with respective viral proteins showed substantial stability of < 5 Å, except SARS-CoV-2 Mpro-Quercetin-3-O-glucuronide (< 6.5 Å), SARS-CoV-2 Mpro-Proanthocyanidins (< 11.3 Å), and SARS-CoV-2 RdRp-Rutin (< 7.5 Å) exhibited higher deviations at the end of 100 ns simulation interval, suggested the substantial stability of the docked complexes (Fig. 7). Furthermore, these observations were also supported by acceptable fluctuations in protein RMSF (< 3 Å for SARS-CoV-2 Mpro and < 6 Å SARS-CoV-2 RdRp) and protein fit ligand RMSF (< 3 Å in both proteins) values for the respective docked complexes, except higher < 6 Å deviations in SARS-CoV-2 RdRp in the region 300–325 residues in SARS-CoV-2 RdRp-Echinacoside and C-terminal in of the viral RdRp (Figs. S3–S4). Collectively, RMSD and RMSF analysis of the docked complexes supports the stability of the docked complexes in the active pocket of viral protease and RdRp during 100 ns MD simulation.
To further assess the stability of the docked complexes, protein-ligand interaction profiles, which include hydrogen bonding, hydrophobic interactions, ionic interactions, and water bridge formation, were extracted from the respective MD simulation trajectories (Fig. 8). Notably, the simulated complexes exhibited considerable molecular contact formation with the essential residues in the active pockets of the viral proteins during 100 ns simulation interval. Interestingly, the interacting residues were also noted in the initial docked poses of respective complexes (Tables 1,2). Of note, A significant contribution of hydrogen bond formation and water bridge assimilations were noted in SARS-CoV-2 Mpro with selected phytochemicals while a substantial contribution of ionic interactions were also noted be-sides hydrogen and water bridge formation in SARS-CoV-2 RdRp docked with selected phytochemicals during simulation interval (Fig. 8). These protein-ligand contact maps, hence, suggested the considerable stability of docked ligands by formation of intermolecular contacts with the active residues of the viral proteins. Therefore, analysis of MD simulation suggested the selected phytochemicals, i.e. Echinacin, Echinacoside, Cyanin, Cyanidin 3-(6ʺ-alonylglucoside), Quercetin-3-O-glucuronide, Proanthocyanidins, Echinacoside, Rutin, Kaempferol-3-O-rutinoside, and Quercetin-3-O-xyloside, as key components in the extracts of the selected plants and responsible for imposing the inhibition of the SARS-CoV-2 as observed in the in vitro experimental studies.
Discussion
COVID-19 pandemic is causing a global challenge to the world economic, social and healthcare systems. The pandemic is responsible for the death of over 5 million confirmed cases and 288 million infections worldwide64. Although some vaccines are developed and are now being utilized under emergency use because of the pandemic, the efficacy of the vaccines is still debatable especially with the emergence of new variants of concern in the genomic structure63–66. Several non-specific treatment options were evaluated and entered clinical trials including the repurposing of known treatments against other diseases3. Therefore, improvement and investigation of an effective antiviral therapy is an urgent need for treating SARS-CoV-2 infection.
In our study, the anti-SARS-CoV-2 effect of the medicinal plants H. perforatum, Echinacea and their combination was evaluated. The medicinal plants were purchased from a commercial source to ensure consistency of the composition and were tested either individually or combined together as a single treatment. Their mode of action was evaluated using three approaches namely post treatment of virus–infected cells, pre-treatment of cells prior viral infection and virucidal approaches. The cytotoxic effect of the tested medicinal plants was evaluated using MTT assay with results presented as percent of cytotoxicity relative to cell control (cells with no added tested medicinal plants). The CC50 of H. perforatum and H. perforatum-Echinacea mixture was as follows 66.78 and 141.1 µg/mL; respectively while Echinacea was highly toxic.
The anti-viral activity of H. perforatum extract and hyperforin was previously reported to reduce the expression level of mRNA of IL-6 and TNF-α and to have a potent effect on the prevention of pro-inflammatory effect of numerous cytokines20,23,63. When exposed to light, hypericin showed different modes of anti-viral activities such as inhibition of budding of new virions64 cross-linking of capsids preventing viral uncoating65, and inhibition of protein kinase activity required for replication of a number of viruses66,67. Moreover, it binds to phospholipids such as phosphatidylcholine of cell membranes, and it binds to retroviral particles, maybe by correlating with the membrane-derived lipid envelope68. Gibbons et al. noted that many hypericum species include biologically active acyl phloroglucinols69,70. Furthermore, polycyclic quinone of hypericin were reported to have an effective light-induced antiviral activity against many of enveloped viruses, including HIV-164,65,71–73. The molecular site of action of hypericin is increased > 100-fold in the presence of light64,65,71–73 since it is a photosensitizing compound74. During illumination, singlet oxygen is efficiently produced with a quantum yield of 0.7375 which is suggested to be the causative agent of hypericin's antiviral activity64,65,72 or from complex mechanisms involving the superoxide anion and hypericin76. Other studies found64,65 hypericin induces significant changes in the HIV capsid protein p24, in the presence of light, and may suppress reverse transcriptase activity.
Our results demonstrated that the H. perforatum, containing 0.9 mg/capsule of hypericins, can significantly reduce SARS-CoV-2 viral load compared to the positive control through the viral infectious cycle from 0 to 48 h (Table S13, Figs. 2, 3). This reduction is demonstrated in three mechanisms investigated in this study. Noticeably the results showed that the highest antiviral effect was through the virucidal mechanism (Fig. 3) compared to the other two mechanisms with the highest inhibition observed at 36 h after infection as shown in Fig. 2. While H. perforatum has the strongest inhibitory effect (35.77%) and reduction in viral load, up to 48 h, compared to Echinacea and the H. perforatum–Echinacea mixture that had 3.30 and 31.36%, up to 36 h, respectively. The lower inhibition of H. perforatum–Echinacea mixture than H. perforatum alone that would be expected as the active compounds in H. perforatum were diluted by the addition of Echinacea.
Hypericins were reported to be the active anti-viral compounds in H. perforatum extract against several viral infections both in vitro and in vivo including IBV17, bovine diarrhea virus (BVDV)77 and hepatitis C virus (HCV)47 with hypericin defined as the active ingredient. Other studies showed that H. perforatum extract had anti-viral effects against influenza A virus and HIV78–80. In addition to the anti-viral effect of H. perforatum extract, H. perforatum ethylacetate (HPE) extract showed a remarkable decrease in the concentration of IL-6 and TNF-α through the NF-κB in lung tissue of mice infected with an influenza A virus80 and in the trachea and kidney of chickens infected with IBV, mainly from hypericin content of HPE17.
The observation that the highest inhibition was shown upon virus treatment followed by cells treatment before infection indicate the potential role that H. perforatum might play in virus-cell interaction (Figs. 2 and 3). H. perforatum also showed prolonged activity up to 48 h compared to H. perforatum- Echinacea mixture or Echinacea alone indicating its potential long-acting effect when used as antiviral against SARS-CoV-2.
Although Echinacea has been shown to have antiviral activity by other studies81–84, the addition of Echinacea to H. perforatum resulted in decreasing the antiviral activity. Studies have shown that Echinacea has a better effect as a cytokine regulator as shown by others85,86. Therefore an in vivo study is needed to evaluate the effect of Echinacea on cytokine regulation during COVID-19 infection together with the anti-viral effect found in this study of H. perforatum. The in vivo experiments should also investigate the anti-inflammatory effect of the mixture by measuring the mRNA expression levels of pro-inflammatory cytokines such as: IL-6, TNF-α, INF-β. This reduction in the inflammation is expected to empower the viral inhibition effect of the medicinal plants as reported in previous studies17,20,23,31,34,37,46,48,63,72.
In silico finding using molecular docking and MD simulation suggests that Echinacin and Echinacoside from E. angustifolia, Cyanin and Cyanidin 3-(6ʺ-malonylglucoside) from E. purpurea, and Quercetin-3-O-glucuronide and Proanthocyanidins from H. perforatum have good inhibitory potential against SARS-CoV-2 Mpro via the inhibition of viral Mpro proteins (Figs. 6, 8). Likewise, Echinacoside and Rutin from E. angustifolia, Kaempferol-3-O-rutinoside and Echinacoside from E. purpurea, and Rutin and Quercetin-3-O-xyloside from H. perforatum were identified to have good binding with SARS-CoV-2 RdRp (Figs. 6, 8). In hence, as observed in the in vitro assays (Fig. 1), identified phytochemicals from the selected plants were marked as potent inhibitors for main protease and RdRp, which are the essential proteins required in the initiation and replication of SARS-CoV-2 respectively.
Conclusively, Echinacoside and Rutin are considered as multi targeted compounds due to their good in silico inhibitory potential against both viral targets. Therefore, the identified phytomolecules can be considered for further in vitro and in vivo validation for designing new potential drugs against SARS-CoV-2. As the standard treatment of COVID-19 is constantly changing with the new developments of antiviral therapies, future studies should include a comparison of the standard treatment at the time with the results from this study.
Supplementary Information
Author contributions
Conceptualization, L.H.B.; Data curation, L.H.B.; Formal analysis, L.H.B. and S.A.E.; Funding acquisition, E.I.A., Investigation, L.H.B., S.A.E. and E.I.A.; Methodology, L.H.B. and S.A.E.; Project administration, L.H.B., E.I.A.; Resources, L.H.B. E.I.A.; Software, L.H.B., S.A.E. A.M.T., A.M.H., S.S.S., M.R. and R.S.A.; Supervision, E.I.A.; Validation, L.H.B., S.A.E., S.S.S., M.R., and E.I.A.; Writing—original draft, L.H.B. and S.A.E.; Writing—review & editing, L.H.B., S.A.E. and E.I.A. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by Jameel Fund for Infectious Disease Research and Innovation in Saudi Arabia, Grant Number: (8-5)2120191. The authors, therefore, acknowledge King Abdulaziz University and Community Jameel with thanks for their financial and technical support.
Data availability
All data generated or analyzed during this study are included in this published article and its supplementary information files.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Leena Hussein Bajrai, Email: lbajrai@kau.edu.sa.
Esam Ibraheem Azhar, Email: eazhar@kau.edu.sa.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-022-26157-3.
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Data Availability Statement
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