| Literature DB >> 34513113 |
Doaa A Ghareeb1,2,3, Samar R Saleh1,2,3, Mohamed G Seadawy4, Mohammed S Nofal1, Shaymaa A Abdulmalek1,2,3, Salma F Hassan1, Shaimaa M Khedr1, Miral G AbdElwahab1, Ahmed A Sobhy1,2,5, Ali Saber Ali Abdel-Hamid1, Abdelrahman Mohamed Yassin1, Alshimaa A Abd Elmoneam2,3, Aliaa A Masoud2,3, Mohamed M Y Kaddah1, Sally A El-Zahaby6, Abdulaziz Mohsen Al-Mahallawi7,8, Alaa M El-Gharbawy1, Ahmed Zaki1, Inas K Seif1,2,3, Marwa Y Kenawy2,3,9, Magdy Amin10, Khaled Amer11, Maha Adel El Demellawy1,12.
Abstract
Purpose: A novel coronavirus (COVID-19) that has not been previously identified in humans and has no specific treatment has recently spread. Treatment trials using antiviral and immune-modulating drugs such as hydroxychloroquine (HCQ) were used to control this viral outbreak however several side effects have emerged. Berberine (BER) is an alkaloid that has been reported to reveal some pharmacological properties including antioxidant and antimicrobial activities. Additionally, Zinc oxide nanoparticles (ZnO-NPs) possess potent antioxidant and anti-inflammatory properties. Therefore, this study was undertaken to estimate the efficiency of both BER and synthetic ZnO/BER complex as an anti-COVID-19 therapy.Entities:
Keywords: ACE2; Berberine; COVID-19; Molecular docking analysis; Papain-like proteinase; Spike protein RBD; Vero E6 toxicity; ZnO nanoparticles
Year: 2021 PMID: 34513113 PMCID: PMC8419391 DOI: 10.1007/s40005-021-00544-w
Source DB: PubMed Journal: J Pharm Investig ISSN: 2093-5552
The inhibitory/binding effect of the tested compounds on papain like proteinase, spike protein receptor binding domine and ACE2
| Tested compounds | Concentration (µg/ml) | PLpro (Inhibition %) | Spike protein- RBD- complex formation (Fold change) | ACE2 (Binding %) |
|---|---|---|---|---|
| ZnO-NPs | 104 | 71.06 ± 1.30 | 20.25 ± 0.50 | 16.40 ± 0.90 |
| 52 | 62.20 ± 0.90 | 13.38 ± 0.30 | 15.60 ± 0.70 | |
| 26 | 45.60 ± 1.10 | 06.63 ± 0.20 | 13.10 ± 1.30 | |
| 13 | 35.31 ± 0.77 | 03.50 ± 0.30 | 10.70 ± 0.80 | |
| 6.5 | 22.50 ± 0.12 | 00.50 ± 0.02 | 08.20 ± 0.08 | |
| BER | 1008 | 93.26 ± 0.73 | 16.13 ± 0.03 | 15.60 ± 1.10 |
| 504 | 84.80 ± 0.12 | 16.13 ± 0.20 | 15.60 ± 1.60 | |
| 252 | 78.93 ± 0.36 | 08.50 ± 0.00 | 13.90 ± 1.10 | |
| 126 | 65.89 ± 0.17 | 08.00 ± 0.10 | 13.10 ± 0.90 | |
| 62.5 | 49.80 ± 0.19 | 03.88 ± 0.08 | 13.10 ± 0.07 | |
| ZnO/BER | 166.5 | 98.10 ± 0.25 | 7.375 ± 0.02 | 15.60 ± 1.01 |
| 83.25 | 90.51 ± 0.34 | 1.625 ± 0.05 | 11.50 ± 1.80 | |
| 41.63 | 81.80 ± 0.42 | 1.125 ± 0.09 | 10.70 ± 0.80 | |
| 20.81 | 77.40 ± 0.35 | 0.75 ± 0.008 | 02.60 ± 0.30 | |
| 10.41 | 70.80 ± 0.32 | 0.50 ± 0.002 | 00.80 ± 0.05 | |
| HCQ | 200 | 37.00 ± 0.42 | 0.50 ± 0.001 | 15.60 ± 1.40 |
| 100 | 30.00 ± 0.23 | 0.50 ± 0.001 | 14.80 ± 0.90 | |
| 50 | 22.50 ± 0.15 | 0.38 ± 0.003 | 14.50 ± 0.80 | |
| 25 | 11.20 ± 0.39 | 0.258 ± 0.001 | 13.80 ± 1.10 | |
| 12.5 | 08.10 ± 0.74 | 0.13 ± 0.007 | 09.02 ± 0.50 |
The results are mean ± SD
Effect of ZnO-NPs, BER and ZnO/BER complex on SARS-CoV2 gene expression and protein levels
| Concentration (µg/ml) | ORF gene expression | ORF gene down regulation (%) | E-gene expression | E-gene down regulation (%) | RdRp expression | RdRp down regulation (%) | E-protein inhibition (%) | Spike protein inhibition (%) | |
|---|---|---|---|---|---|---|---|---|---|
| ZnO-NPs | 5.48 | 0.55 ± 0.001 | 45.29 ± 0.9 | 0. 736E−5 ± 0.1E−6 | 99.9 ± 1.2 | 0.001 ± 0.0005 | 99.89 ± 2.8 | 85.71 ± 3.2 | 83.33 ± 4.4 |
| 2.74 | 0.18 ± 0.002 | 81.96 ± 0.3 | 0.336 E−5 ± 0.5E−6 | 99.9 ± 1.9 | 0.018 ± 0.0003 | 98.20 ± 3.1 | 78.57 ± 1.5 | 78.89 ± 3.7 | |
| 1.37 | 0.37 ± 0.001 | 62.63 ± 0.7 | 5.36 E−5 ± 0.2E−6 | 99.99 ± 0.9 | 0.019 ± 0.0005 | 98.10 ± 1.5 | 71.43 ± 1.4 | 66.67 ± 2.7 | |
| 0.685 | 0.47 ± 0.001 | 53.35 ± 0.2 | 7.36 E−5 ± 0.3E−6 | 89.78 ± 1.2 | 0.0277 ± 0.0003 | 97.22 ± 0.9 | 64.29 ± 2.4 | 57.78 ± 1.2 | |
| BER | 20 | 0.13 ± 0.008 | 86.69 ± 0.1 | 0.0002 ± 0.00001 | 99.98 ± 3.9 | 0.001 ± 0.00009 | 99.89 ± 3.8 | 87.50 ± 6.9 | 96.67 ± 1.7 |
| 10 | 0.39 ± 0.002 | 60.22 ± 0.8 | 0.003 ± 0.0001 | 99.70 ± 4.5 | 0.050 ± 0.0003 | 94.95 ± 6.9 | 50.00 ± 4.1 | 94.00 ± 2.1 | |
| 5 | 0.79 ± 0.003 | 21.54 ± 0.2 | 0.007 ± 0.0005 | 99.30 ± 1.8 | 0.207 ± 0.002 | 79.26 ± 3.5 | 25.00 ± 0.9 | 86.60 ± 1.5 | |
| 2.5 | 0.88 ± 0.001 | 11.73 ± 0.1 | 0.102 ± 0.0003 | 89.77 ± 3.5 | 0.233 ± 0.001 | 76.67 ± 2.9 | 12.50 ± 0.8 | 80.00 ± 0.8 | |
| ZnO/BER | 1.665 | 0.12 ± 0.001 | 87.71 ± 0.1 | 0.009 ± 0.00001 | 99.10 ± 1.9 | 0.030 ± 0.001 | 97.00 ± 8.4 | 87.50 ± 6.7 | 93.70 ± 5.3 |
| 0.833 | 0.13 ± 0.001 | 86.82 ± 0.5 | 0.010 ± 0.0003 | 99.00 ± 0.9 | 0.065 ± 0.0003 | 93.50 ± 6.3 | 62.50 ± 5.4 | 87.50 ± 1.8 | |
| 0.416 | 0.14 ± 0.001 | 85.87 ± 0.2 | 0.026 ± 0.0002 | 97.40 ± 8.7 | 0.0865 ± 0.0002 | 91.34 ± 4.8 | 37.50 ± 3.1 | 75.00 ± 2.8 | |
| 0.208 | 0.27 ± 0.001 | 72.89 ± 0.1 | 0.200 ± 0.0009 | 80.00 ± 3.2 | 0.1000 ± 0.009 | 90.00 ± 1.7 | 12.50 ± 1.1 | 62.50 ± 3.2 |
The results are mean ± SD
Fig. 1Absorption spectrum of a ZnO-NPs suspension (104 µg/ml), b BER (62.5 µg/ml, Black) and ZnO/BER-NPs (166.5 µg/ml, Red) and ZnO-NPs (104 µug/ml, Blue) and c BER and ZnO/BER peaks at 420 nm with different ZnO-NPs concentration. d The fluorescence emission spectrum at λ excitation = 325 nm of the prepared materials suspended in milli Q water at room Temperature. BER (62.5 µg/ml, pH = 7.5, Black) and ZnO/BER (166.5 µg/ml, PH = 7.21, Red) and ZnO-NPs (104 µug/ml, pH = 7.45, Blue). e Overlap of the fluorescence emission spectrum of BER with the absorption spectrum of ZnO-NPs
Fig. 2a Hydrodynamic size (nm) of ZnO-NPs (448 nm) and ZnO/BER -NPs(583 nm) suspensions. b Zeta potential in (mv) of ZnO-NPs (−25.5 mv) andZnO/BER (−3.71 mv)
Fig. 3TEM images of ZnO-NPs a and ZnO/BER-NPs b, Energy Dispersive X-ray analysis (EDX) c, d of ZnO-NPs and ZnO/BER, respectively. e Quantitative determination of both the BER and elemental Zn content in ZnO/BER complex using high-performance liquid chromatography
Fig. 4FT-IR spectral analysis a, X-ray diffraction b of the ZnO-NPs, BER and ZnO/BER complex and c theproposed structure of the ZnO/BER complex
Docking results of the tested compounds with papain-likeproteinase, spike protein and spike protein receptor-binding domain
| Parameters | BER | ZnO-NPs | ZnO/BER |
|---|---|---|---|
| pH | 2.73 | 6.75 | 3.5 |
| Hydrogen bond | No hydrogen bond | No hydrogen bond | LIG 1 O Asp77.A O |
| LIG 1 O Glu78.A O | |||
| Binding energy | −8.64 | −2.77 | −10.48 |
| Estimated Ki | 464.26 nM | 9.28 mM | 11.38 nM |
| Hydrogen bond | Gln1036. BN-LIG O | LIG1O-Asp775.C OD1 | LIG 1 O Ile666.A O |
| LIG1O-Thr778.C-OG1 | LIG 1 O Pro862.B O | ||
| Hydrophobic bonds | |||
| Binding energy | −7.76 | −2.74 | −10.61 |
| Estimated Ki | 2.05 µM | 9880 µM | 16.64 nM |
| Hydrogen bond | No hydrogen bond | LIGO-Tyr183.A OH | LIG Zn-Glu402 A OH |
| LIGO-Val506.A O | LIG Zn-His378 A NH2 | ||
| No hydrogen bond | |||
| Binding energy | −8.51 | −2.31 | −10.77 |
| Estimated Ki | 0.58097 µM | 20,180 µM | 12.85 nM |
Fig. 5Molecular docking and LigPlus analysis illustrating the interaction betweenZnO-NPs, BER and ZnO/BER-NPs and the studied proteins (papain-like proteinase, spike protein and spike protein receptor-binding domain)
Antiviral Activity of the tested compounds using in vitro Vero E6 toxicity and plaque reduction assay against SARS-CoV2
| Tested compounds | Vero E6 IC50 (µg/ml) | Vero E6 reduction (%) | Dosage (µg/ml) | EC50 (µg/ml) | EC50/IC50% |
|---|---|---|---|---|---|
| ZnO-NPs | 4.55 ± 0.03 | 76.00 ± 1.5 | 2.20 ± 0.002 | 1.42 ± 0.002 | 31.3 ± 0.7 |
| BER | 50.73 ± 0.50 | 80.00 ± 1.7 | 37.04 ± 0.300 | 16.70 ± 0.010 | 32.9 ± 0.4 |
| ZnO/BER | 1.76 ± 0.002 | 81.25 ± 1.2 | 1.64 ± 0.01 | 0.333 ± 0.003 | 18.9 ± 1.2 |
| HCQ | 1.4 ± 0.20 | 76.00 ± 1.8 | .10 ± 0.050 | 0.39 ± 0.009 | 27.5 ± 0.9 |
Antioxidant and cytotoxic effects of the tested compounds
| RBC | PBMC | Antioxidants | |
|---|---|---|---|
| IC50 (µg/ml) | |||
| ZnO-NPs | 2140.41 ± 5.9 | 592 ± 11.2 | 2439.02 ± 12.3 |
| BER | 1349 ± 10.3 | 22.2 ± 0.9 | 121.36 ± 8.7 |
| ZnO/BER | 178.67 ± 1.1 | 6.2 ± 0.4 | 160.09 ± 2.9 |
| HCQ | 52 ± 0.9 | 3.2 ± 0.3 | 362.7 ± 6.7 |
Antimicrobial activity using agar well diffusion and turbidity assays
| Agar Well Diffusion Assay | Turbidity Assay | |||||||
|---|---|---|---|---|---|---|---|---|
| Concentrations of the tested compounds | Inhibition zone diameter (mm)a | MIC (µg/ml) | Percent of inhibition (%) | MIC (µg/ml) | ||||
| 100% | 50% | 25% | ||||||
| Gram negative Bacteria | ||||||||
| ZnO-NPs | 11 | ND | ND | 104 | 65.87 | 61.84 | 44.13 | 26 |
| BER | 20 | ND | ND | 1852 | 61.52 | 53.21 | 40.38 | 463 |
| ZnO/BER | ND | ND | ND | ND | 70.22 | 67.83 | 63.70 | 41.6 |
| Positive control | 35 ± 0.1E−6 | 78.91 | ||||||
| Gram positive Bacteria | ||||||||
| ZnO-NPs | 17 | ND | ND | 104 | 87.77 | 33.24 | 8.09 | 26 |
| BER | 20 | 12 | ND | 926 | 88.30 | 67.02 | 18.09 | 463 |
| ZnO/BER | 15 | ND | ND | 166.5 | 89.63 | 83.24 | 79.52 | 41.6 |
| Positive control | 25 | ND | ND | 90.43 | ||||
| ZnO-NPs | 12 | ND | ND | 104 | 68.31 | 50.85 | 41.49 | 26 |
| BER | 23 | 15 | 11 | 463 | 64.45 | 60.36 | 54.97 | 463 |
| ZnO/BER | 15 | ND | ND | 166.5 | 78.69 | 78.14 | 77.60 | 41.6 |
| Positive control | 35 | 79.78 | ||||||
| Yeast | ||||||||
| ZnO-NPs | 30 | 25 | 20 | 26 | 25.00 | 23.44 | 20.31 | 26 |
| BER | 14 | ND | ND | 1852 | 35.94 | 32.81 | 26.56 | 463 |
| ZnO/BER | 21 | 14 | ND | 83.3 | 40.63 | 34.38 | 31.25 | 41.6 |
| Positive control | 40 | 43.75 | ||||||
aDiameter includes 5 mm well diameter
ND Not detected
MIC Minimum inhibition concentration
Effect of BER and ZnO/BER complex alone or combined with HCQ on CBC profile and blood chemistry
| Control | BER | ZnO/BER | HCQ | HCQ + BER | HCQ + ZnO/BER | |
|---|---|---|---|---|---|---|
| WBC (×103/µl) | 6.3 ± 3.1 | 9.54 ± 3 | 7.8 ± 1.2 | 9.2 ± 3.4 | 9.85 ± 3.5 | 9.2 ± 2.6 |
| Lymphocyte (%) | 63.3 ± 14.8 | 52.5 ± 14 | 53 ± 14.2 | 56.1 ± 18 | 63.2 ± 11 | 61.2 ± 10.2 |
| Monocytes (%) | 3.9 ± 2 | 4.5 ± 0.7 | 4.5 ± 0.7 | 3.3 ± 0.8 | 3.7 ± 0.75 | 3.7 ± 0.5 |
| Granulocyte (%) | 32.8 ± 13 | 43 ± 14 | 42.9 ± 0.7 | 40.6 ± 17 | 33.1 ± 10.8 | 35.1 ± 1.2 |
| RBC (×105/µl) | 7.16 ± 0.4 | 7.2 ± 2 | 7.2 ± 0.9 | 5.3.75 ± 2.3 | 8.3 ± 1.3 | 7.6 ± 0.4 |
| Hb (g/dl) | 10.4 ± 0.6 | 10 ± 3 | 10.1 ± 1.2 | 8.3 ± 0.4 | 11.3 ± 2.8 | 11.3 ± 1.7 |
| Hct (%) | 32.3 ± 1.2 | 37.23 ± 08 | 31.5 ± 2.8 | 27.7 ± 10 | 33.9 ± 7.9 | 31.2 ± 5.3 |
| Platelet count (×103/µl) | 1116 ± 21 | 1044 ± 52 | 1144 ± 25 | 1348 ± 577 | 1158 ± 86 | 1157 ± 23 |
| ALT (U/L) | 20.4 ± 1.2 | 21.5 ± 2.1 | 21.9 ± 0.01 | 33.44 ± 2.3 | 25.6 ± 4.5 | 22.6 ± 1.2 |
| AST (U/L) | 33.8 ± 3.4 | 35 ± 1.8 | 33.9 ± 1.2 | 102.22 ± 21 | 43.2 ± 14.8 | 38.7 ± 2.8 |
| AST/ALT | 1.65 | 1.66 | 1.55 | 3.06 | 1.7 | 1.7 |
| ALP (U/L) | 11.8 ± 2.5 | 12.9 ± 0.96 | 12.1 ± 0.25 | 1.64 ± 0.6 | 8.5 ± 0.4 | 10.2 ± 0.9 |
| Total protein (g%) | 2.3 ± 0.03 | 2.5 ± 0.07 | 2.42 ± 0.002 | 1.54 ± 0.5 | 1.9 ± 0.4 | 2.1 ± 0.1 |
| Albumin (g%) | 0.9 ± 0.02 | 1.1 ± 0.02 | 0.99 ± 0.03 | 0.46 ± 0.15 | 0.7 ± 0.14 | 0.8 ± 0.05 |
| D-Bilirubin (mg/dl) | 0.15 ± 0.002 | 0.15 ± 0.01 | 0.15 ± 0.002 | 0.01 ± 0.0001 | 0.09 ± 0.004 | 0.15 ± 0.02 |
| TG (mg/dl) | 155 ± 1.5 | 70 ± 6.7 | 100 ± 6.9 | 50.44 ± 0.9 | 60 ± 0.2 | 60.8 ± 2.8 |
| Creatinine (mg/dl) | 0.29 ± 0.05 | 0.28 ± 0.004 | 0.28 ± 0.008 | 0.24 ± 0.01 | 0.26 ± 0.01 | 0.29 ± 0.02 |
| Uric acid (mg/dl) | 1.14 ± 0.2 | 1.09 ± 0.09 | 1.1 ± 0.001 | 1.5 ± 0.52 | 1.3 ± 0.08 | 1.1 ± 0.11 |
| Urea (mg/dl) | 15.5 ± 0.3 | 17.5 ± 1.7 | 16.5 ± 3.1 | 24.28 ± 3.5 | 18.3 ± 1.08 | 16.9 ± 3.6 |
The results are mean ± SD
Effect of the ZnO-NPs, BER and ZnO/BER complex on HCQ induced RBC hemolysis and WBC cytotoxicity
| Compounds | RBC hemolysis | WBC cytotoxicity | ||
|---|---|---|---|---|
| Concentration (µg/ml) | Hemolytic (%) | Concentration (µg/ml) | Viability (%) | |
| ZnO-NPs | 68.5 | 0.9 ± 0.008 | 12.5 | 53 ± 1.3 |
| BER | 463 | 21.62 ± 0.8 | 115.75 | 56 ± 2.7 |
| ZnO/BER | 84.1 | 6.31 ± 0.3 | 41.6 | 56 ± 1.9 |
| HCQ (+ ve Control) | 27.5 | 50.45 ± 0.9 | 200 | 6 ± 0.05 |
| HCQ + ZnO-NPs | 27.5 + 68.5 | 40.3 ± 2.3 | 200 + 12.5 | 34 ± 2.3 |
| HCQ + BER | 27.5 + 463 | 28.83 ± 3.1 | 200 + 115.75 | 46 ± 3.8 |
| HCQ + ZnO/BER | 27.5 + 84.1 | 8.11 ± 0.7 | 200 + 41.6 | 45 ± 0.9 |
The results are mean ± SD