Abstract
Background
Siddha Medicine is a valuable therapeutic choice which is classically used for treating viral respiratory infections, this principle of medicine is proven to contain antiviral compounds.
Objective
The study is aimed to execute the In Silico computational studies of phytoconstituents of Siddha official formulation Kabasura Kudineer and novel herbal preparation - JACOM which are commonly used in treating viral fever and respiratory infectious diseases and could be affective against the ongoing pandemic novel corona virus disease SARS-CoV-2.
Method
Cresset Flare software was used for molecular docking studies against the spike protein SARS-CoV-2 (PDB ID: 6VSB). Further, we also conducted insilico prediction studies on the pharmacokinetics (ADME) properties and the safety profile in order to identify the best drug candidates by using online pkCSM and SwissADME web servers.
Results
Totally 37 compounds were screened, of these 9 compounds showed high binding affinity against SARS-CoV-2 spike protein. All the phytoconstituents were free from carcinogenic and tumorigenic properties. Based on these, we proposed the new formulation called as “SNACK–V”
Conclusion
Based on further experiments and clinical trials, these formulations could be used for effective treatment of COVID-19.
Keywords: SARS-CoV-2, Spike protein, Kabasura Kudineer, JACOM, Molecular docking
Graphical abstract
1. Introduction
The novel Coronavirus disease-2019 (COVID-19) is an ongoing pandemic caused by Severe Acute Respiratory Syndrome Corona-Virus 2 (SARS-CoV-2) [1]. COVID-19 has been declared a pandemic disease by WHO which has severely affected the livelihood of the population. SARS-CoV-2 has spread across the continents, as of April 11, 2020, has led to a total of 16,99,676 cases with a mortality of 1,02,734 among the registered cases. Presently, quarantine and symptomatic treatment protocol for disease management exists and there are no specific antiviral drugs available to combat this virus. As per Ministry of Health and Family Welfare, Govt. of India, in India there are 7447 Active cases and 239 deaths as on April 11, 2020; these data commensurate the impending risk facing the country. This pandemic is still ongoing, hence there is an urgent need to find new preventive and therapeutic agents as soon as possible [2].
Knowledge of Microbes and their Disease spread is clearly mentioned in Siddha which is evinced by “Kirumiyal vandha thodam perugavundu lines mentioned in Guru naadi”[3]. Siddha holistic approach will be helpful in combating COVID 19 using both therapeutic and non-therapeutic interventions. Siddhar's have advised evidence based treatment approach to understand a disease (Noi naadi), its etiology (Mudhal Naadi) based on those, fix a treatment (Athu Thanikka Vainaadi). As per basic Siddha Concept, Siddhar Theran has defined Vatham is responsible for creation, Pittam for prevention and Aiyam for destruction. Infections happen to a person when his immunity is challenged which could be related with reduction of Pitham. According to Siddha theory, in a COVID-19 infection there is initial increase of body temperature, cough and throat pain which may subside if there is good amount of immunity and these symptoms subside when Pitta thathu (Humor) come into action. If not, it escalates to a phase of Kapha Dosham (Disorder) which is said as “Thanamulla sethumanthan ilagil veppu”. If not treated at this stage it slowly moves to a Stage of Sanni (Severe Pneumonia- Respiratory failure). It has been unanimously agreed to have equated diagnosis as Kaphasuram in Siddha in early stages moving towards Sanni and which is also reassured through Delphi or other sources of FGD (Focus group discussion).
The control and treatment of a viral infection depends mainly on the availability of antiviral drugs, which are few in numbers and usually are not directly acting on virus but prevent replication in the host. The Siddha herbal formulations having medicinal importance have proved to be potentially active against a wide range of causative agents as Influenza, Dengue, Chikungunya, Tuberculosis, etc [[4], [5], [6]]. Siddha medicines have been used effectively by human civilization over several centuries for treating various diseases and can be effectively employed to target the host response, like Kabasura Kudineer during influenza outbreaks [7]. Besides, during Dengue outbreak in India, a herbal formulation of Siddha medicine, Nilavembu Kudineer is used to prevent and control the morbidity level of public on contacting this viral fever [8].
Kabasura Kudineer, an official Siddha formulation described in Siddha manuscript 'Citta Vaittiyattirattu ' is used for Aiyacuram (phlegmatic fevers) and is a dependable Siddha prescription for fever with flu-like symptom [9]. Further, we choose another herbal formulation called “JACOM” a coded novel drug due to its Neuraminidase inhibition potential against inactivated influenza virus H1N1(Patent no.201741016901 A, dated 18.05.2018) [10].
Moreover, to screen out large number of herbs for compounds with antiviral activity against novel corona virus will be a challenge in very short period. Drug discovery is a time consuming, slow and challenging process [11,12], so it is necessary to depend on computational tools (Computer-aided drug design) to overcome these pitfalls to an extent. Of late, the impact on these tools for new drug development had made the drug discovery process very cost effective and time efficient [11]. For searching compounds, this ligand-based virtual screening tool is used to identify most probable molecule with pharmacological activity using molecular docking [[13], [14], [15]]. Similarly, for studies pharmacokinetics, toxicity, and drug-likeness prediction many algorithms exist which makes the job easier [16]. There are lots of evidence which prove the application of computational tools in the discovery of natural-derived drugs [[17], [18], [19], [20]]. Hence, the aim of the current study is to apply this incredible in-silico screening methodology for the official Siddha formulation Kabasura Kudineer and the novel formulation JACOM against SARS- CoV-2 spike protein.
2. Methods
2.1. Ligand preparation
Kabasura KudineerChooranam is a polyherbal formulation containing fifteen herbal drugs (Table 1 ) mixed in equal quantities and decoction is prepared. To prepare Kabasura Kudineer Chooranam all the fifteen ingredient drugs are coarsely powdered and mixed; 35 g of this powder is boiled with three liters of water and reduced to the volume of 1/12th. This has to be taken 30–60 mL twice or thrice daily [9]. The bioactive constituents used for docking were obtained from Kabasura Kudineer Chooranam are β-Sesquiphellandrene, β-Bisabolene, Geranial, Piperine, Piperlonguminine, Eugenol, β-Caryophyllene, Stigmosterol, 3-(2,4- dimethoxyphenyl)-6,7- dimethoxy-2,3- dihydrochromen-4-one, Squalene, γ-Sitosterol, Andrograpanin, 5-Hydroxy-7,8-dimethoxyflavanone, Lupeol, Betulin, Chebulagic acid, Gallic acid, Vasicinone, Carvacrol, Cirsimaritin, Chrysoeriol, 6-Methoxygenkwanin, Luteolin, Costunolide, Elemol, Tinosponone, Bharangin, Scutellarein, Magnoflorine, Cycleanine, Cyperene, β-Selinene [[21], [22], [23]] The bioactive constituents from JACOM are Vasicine, Andrographolide, Ursolic acid, Quercetin and Meliacine. The 2D structures of ligands are summarized in Supplementary Table S1. All the ligands were obtained from PubChem and prepared a single.sdf file, further optimization and minimization of all ligands were done in Cresset Flare software with default settings. The ligands file read in Autodetect under full protonation mode.
Table 1.
Plant Name | Compound name and Code | LF dG | LF VSscore | LF Rank Score | LF LE |
---|---|---|---|---|---|
Kabasura Kudineer Chooranam | |||||
Zingiber officinale Rosc | β-sesquiphellandrene (1) | −6.638 | −6.846 | −2.658 | −0.443 |
β-bisabolene(2) | −6.562 | −6.713 | −2.8 | −0.437 | |
Geranial(3) | −5.099 | −5.319 | −2.121 | −0.464 | |
Piper longum L | Piperine(4) | −6.768 | −7.445 | −4.143 | −0.322 |
Piperlonguminine(5) | −7.078 | −7.7 | −4.245 | −0.354 | |
Syzygium aromaticum | Eugenol(6) | −4.818 | −5.559 | −6.182 | −0.402 |
β-Caryophyllene(7) | −5.654 | −5.918 | −3.203 | −0.377 | |
Tragia involucrata L | Stigmosterol(8) | −9.724 | −10.39 | −7.466 | −0.324 |
3-(2,4- dimethoxyphenyl)-6,7- dimethoxy-2,3- dihydrochromen-4-one(9) | −6.433 | −7.316 | −9.011 | −0.247 | |
Anacyclus pyrethrum | Squalene(10) | −9.722 | −10.187 | −1.389 | −0.324 |
γ−Sitosterol(11) | −9.956 | −10.521 | −7.679 | −0.332 | |
Andrographis paniculata | Andrograpanin(12) | −6.819 | −7.678 | −7.854 | −0.296 |
5-Hydroxy-7,8-dimethoxyflavanone(13) | −7.356 | −7.966 | −9.035 | −0.334 | |
Hygrophilla auriculata (Schum.)Heine | Lupeol(14) | −8.337 | −8.917 | −6.41 | −0.269 |
Betulin(15) | −7.984 | −9.117 | −7.02 | −0.249 | |
Terminalia chebula Retz. | Chebulagic acid(16) | −10.769 | −11.138 | −9.723 | −0.158 |
Gallic acid(17) | −5.549 | −6.602 | −6.916 | −0.462 | |
Justicia adhatoda L. | Vasicinone(18) | −5.753 | −6.272 | −8.164 | −0.384 |
Plectranthus amboinicus (Lour) Spreng | Carvacrol(19) | −5.322 | −5.696 | −6.923 | −0.484 |
Cirsimaritin(20) | −6.42 | −7.227 | −9.228 | −0.279 | |
Chrysoeriol(21) | −7.954 | −8.352 | −11.392 | −0.362 | |
6- Methoxygenkwanin(22) | −6.415 | −7.527 | −9.293 | −0.279 | |
Costus speciosus | Luteolin(23) | −8.149 | −8.584 | −11.159 | −0.388 |
Costunolide(24) | −6.081 | −6.607 | −3.799 | −0.358 | |
Elemol(25) | −6.587 | −6.696 | −5.43 | −0.412 | |
Tinospora cordifolia (Willd.) Miers ex Hook.f&Thoms | Tinosponone(26) | −7.043 | −7.434 | −8.145 | −0.293 |
Clerodendrum serratum L. | Bharangin(27) | −7.418 | −7.744 | −6.682 | −0.309 |
Scutellarein(28) | −7.805 | −9.148 | −10.277 | −0.372 | |
Sida acuta Burm. f. | Magnoflorine(29) | −7.635 | −8.527 | −9.762 | −0.305 |
Cycleanine(30) | −6.184 | −8.214 | −3.432 | −0.134 | |
Cypreus rotundus L. | Cyperene(31) | −6.024 | −6.225 | −3.558 | −0.402 |
β-selinene(32) | −6.33 | −6.587 | −3.412 | −0.422 | |
JACOM Formulation | |||||
Justicia adathoda L. | Vasicine(33) | −5.19 | −6.1 | −7.67 | −0.37 |
Carica Papaya | Quercetin(34) | −8.408 | −8.59 | −11.478 | −0.382 |
Andrographis paniculata Burm.f.Nees | Andrographolide(35) | −7.74 | −8.45 | −7.85 | −0.31 |
Ocimum tenuiflorum | Ursolic acid(36) | −7.08 | −7.71 | −5.1 | −0.21 |
Melia azedarach | Meliacine(37) | −4.2 | −8.76 | −5.14 | −0.88 |
2.2. Protein preparation
To investigate the phytochemical analogs of Siddha formulation Kaba s ura Kudineer Chooranam and JACOM against SARS-CoV-2 virus, we have selected novel spike glycoprotein (PDB ID: 6VSB), a key target for therapeutics, vaccines and diagnostics in SARS-CoV-2. This spike glycoprotein 2019-nCOV S protein is a single receptor-binding domain (RBD) which binds to ACE2 (Angiotensin converting Enzyme-2) receptor on the host cell with high affinity, which makes it a key target for the novel coronavirus therapy development. The 3D structure of novel spike glycoprotein (PDB ID: 6VSB) were downloaded from Protein Data Bank (https://www.rcsb.org/structure/6VSB). The target protein was downloaded in PDB format and protein preparation was carried out in Cresset module Flare software with default settings. Missing residues, hydrogen's and 3D protonation were carried out on the target protein and minimized for the selected active residues [24].
2.3. Molecular docking studies
Molecular docking was carried for 32 phytochemical constituents of Siddha formulation Kaba ura Kudineer Chooranam and 05 phytoconstituents of JACOM. The phytochemical analogs were docked with spike protein SARS-CoV-2 (PDB ID: 6VSB) by using Cresset Flare Docking software with default settings and the grid box was defined based on trial and error and carried out in normal mode [25,26]. The crystal structure of protein was obtained from protein data bank. The structures of phytochemical constituents were downloaded from the PubChem and the structures were converted into a single database file in sdf file format in Data warrior software. Best poses were generated and visualized in pose viewer and 3D images stored in storyboard. Analysis of docking results was done with Flare Software and the results are shown in Table 1, Table 2 . Best score generating phytoconstituents in the largest cluster was analyzed for its interaction with the protein and 2D poses were obtained from LigPlus.
Table 2.
Compound Code | LF Rank Score | Interactions |
|
---|---|---|---|
H-Bonding | Hydrophobic | ||
β-sesquiphellandrene (1) | −2.65 | NHB | Ser373, Phe374 |
β-bisabolene(2) | −2.8 | Phe342, Ser373, | Phe338, Gly339 |
Geranial(3) | −2.12 | NHB | Ser373, Phe374, |
Piperine(4) | −4.14 | Phe374, Trp436 | Phe338, Ser373, |
Piperlonguminine(5) | −4.24 | Phe338 | Ser373, Phe342, Cys336, Leu335, Val367 |
Eugenol(6) | −6.18 | Asn343, Phe342, | Ser373 |
β-Caryophyllene(7) | −3.20 | Phe338, Gly337 | |
Stigmosterol(8) | −7.46 | Cys336, Gly336, | Phe342, Asn343, Ser373, |
3-(2,4- dimethoxyphenyl)-6,7- dimethoxy-2,3- dihydrochromen-4-one(9) | −9.01 | Arg509, Trp436, | Phe374, Phe342, Asn343, Thr345, Ala344, Leu441 |
Squalene(10) | −1.38 | NHB | Thr345, Asn643, Phe342, Asn343, Phe338, Leu335 |
γ−Sitosterol(11) | −7.67 | Cys336, Gly339 | Ser373, Phe374, Val510 |
Andrograpanin(12) | −7.85 | Asn343 | Phe342, Leu335, Asp364 |
5-Hydroxy-7,8-dimethoxyflavanone(13) | −9.03 | Asp 364, Gly339 | Cys336, Phe337, Leu335, Phe342, Phe338, Leu368 |
Lupeol(14) | −6.41 | Thr345 | Asn343, Ser373, Thr345, Arg509 |
Betulin(15) | −7.02 | Thr345, Ser373 | Asn422, Val341, Arg509, Phe373, Thr345 |
Chebulagic acid(16) | −9.72 | Tyr369, Asn370, Tyr369, Phe377, Cys379, Lys378 | Lys378, Phe337, Phe342, Cys336 |
Gallic acid(17) | −6.91 | Lys356, Val341 | Ala397, Val341, Lys356 |
Vasicinone(18) | −8.16 | Cys336, Gly339 | Val397, Cys336, Phe338, Leu335, Asp364 |
Carvacrol(19) | −6.92 | Asp364 | Cys336, Leu335, Asp364 |
Cirsimaritin(20) | −9.22 | Cys336, Asp364, Ser373, Asn343 | Phe338, Phe342, Phe374, Ser373 |
Chrysoeriol(21) | −11.39 | Cys336, Gly339, Asp364, | Phe338, Phe342, Phe374, Leu335, Val367, Ser373 |
6- Methoxygenkwanin(22) | −9.29 | Cys336, Phe342 | Ser373, Phe342, Leu368, Phe338, Leu335 |
Luteolin(23) | −11.15 | Asp364, Val367, Ser371, Ser373, Cys336, Val362 | Phe338, Gly339, Phe374, Phe342 |
Costunolide(24) | −3.79 | Phe515, Gly431 | Val511, Phe515, Gly431 |
Elemol(25) | −5.43 | Asp364, Asp364 | Phe374, Phe342, Asn343, |
Tinosponone(26) | −8.14 | Phe342, Gly339 | Trp436, Asn343, Leu368, Val367 |
Bharangin(27) | −6.68 | Phe338, Gly339, | Phe337, Phe342, Ser373 |
Scutellarein(28) | −10.27 | Cys336, Phe338, Gly339, Asp364, Val362 | Ser373, Phe374, Leu335, Asn343 |
Magnoflorine(29) | −9.76 | Arg346, Val341, Thr345 | Ala344, Lys356, Ala397 |
Cycleanine(30) | −3.43 | Ser373 | Phe374, Trp436, |
Cyperene(31) | −3.55 | NHB | Ser373 |
β-selinene(32) | −3.41 | NHB | Phe342, Ser373 |
JACOM Formulation | |||
Vasicine(33) | −7.67 | Phe 338, Asn343 | Gly339 |
Quercetin(34) | −11.47 | Asp364 | Phe338, Leu335, Gly339, Leu368, cys336, he374 |
Andrographolide(35) | −7.85 | Asp364, Phe368, Gly339, Asn343 | Cys336, Phe342, Leu368, Phe374 |
Ursolic acid(36) | −5.1 | Val367 | Leu368 |
Meliacine(37) | −5.14 | Phe338 | Val367, Ser371, Leu368, Phe338 |
Hydroxychloroquine(38) | −8.35 | Phe342, Asn343 | Gly339, Phe338, Leu368, Trp436, Ser373, Phe374 |
NHB: No Hydrogen Bond Interactions.
3. Results
3.1. Molecular docking studies
The molecular docking studies were carried out for the 32 phytochemical constituent's of Siddha formulation Kaba s ura Kudineer Chooranam and 05 phytochemical constituent's JACOM against coronavirus spike protein to identify the molecular interactions between target protein with ligands. All the phytochemical analogs were docked with spike protein SARS-CoV-2 (PDB ID: 6VSB) by using Cresset Flare Docking software.
The crystal structure of protein was obtained from pdb bank. The structures of phytochemical constituents were downloaded from the PubChem and the structures converted into a single database file in sdf file format in Data warrior software. To fight against this deadly virus, many X-ray crystal structures of proteins were reposited in pdb bank for Receptor-binding protein (RBD, trimer) with PBD ID 6CRV and 6VSB; Heptad repeat 2(HR2) with PBD ID 2FXP.
The SARS-CoV-2 virus binds to human cells through its spike glycoprotein, making this protein as key target to design potential therapeutics. In this regard, we have selected potential phyto constituents with previously reported antiviral activity for carrying out the docking studies with the viral spike glycoprotein.
Binding affinities of phytocompounds of siddha formulation Kabasura Kudineer Chooranam and JACOM towards active site of spike protein SARS-CoV-2 was studied in detail. Biological interaction analyses of phytoconstituents with spike protein SARS-CoV-2 were carried out to identify the compound having highest binding affinity with target proteinin the Flare software docking analysis.
The LF rank score is an indicator of the binding affinity of protein-ligand complex. The LF rank for each phytocompound is described in Table 1, Table 2 The binding orientation for each phytocompounds into the active site of SARS-CoV-2 spike protein is identified based on the molecule having the least LF rank score. The more the negative LF rank score represent the better affinity of the phytocompound against target SARS-CoV-2 spike protein.
Among the docking studies performed on phytocompound, all the analogs had effective binding interactions with SARS-CoV-2 spike protein (LF rank score range from −5.75 to −11.03). From the results it reveals that Phytoconstituents with highest docking LF rank score were seen for Chrysoeriol and Luteolin from Kabasura Kudineer Chooranam and Quercetin from JACOM with LF rank score values −11.478, −11.392 and −11.159, respectively. Whereas, 5-Hydroxy-7,8-dimethoxyflavanone, Cirsimaritin, Scutellarein with LF rank score of −9.035, −9.228, and −10.277, show moderate binding affinity against the target protein. Remaining analogs also show lower binding affinity towards SARS-CoV-2 spike protein. We further studied detailed binding orientation of top 11 phytocompounds in the active site of spike protein and best poses in 2D and 3D were generated.
The number of hydrogen bond and the number of amino acid residues of SARS-CoV-2 interacting with each phytocompounds are given in Table 2. From the detailed docking analysis, it is observed that Chrysoeriol, Luteolin, and Scutellarein show a high binding affinity with target protein SARS-CoV-2 spike protein. It is found that, these three compounds have formed H-bond contact with more than four amino acid residues in spike protein showing that it forms more number of H-bonds resulting in increased binding affinity with target protein Fig. 1, Fig. 2, Fig. 3 .
The interaction analysis of Chrysoeriol, Cirsimaritin, and Magnoflorine - SARS-CoV-2 spike protein complex reveals that amino acids Cys336, Asp364, Ser373, Asn343, Cys336, Gly339, Asp364, Arg346, Val341, and Thr345 have played important role in the formation of H-bond network. The possible binding orientation of phytocompounds from Siddha formulation Kabasura Kudineer Chooranam and JACOM into the active site of SARS-CoV-2 spike protein and corresponding hydrophobic interaction models, number of hydrogen bonds are shown in Table 1, Table 2 and Fig. 1, Fig. 3. The Docking studies of all the phytochemicals from two formulations were compared with positive control Hydroxychloroquine and found that all docked ligands were interacting with the same amino acid residues. The validation docking and Hydroxychloroquine has LF rank score −8.35 and forms two H-bond interactions with Phe342 and Asn343 Fig. 4 .
Flare was used to perform in silico computational studies, prediction of cavity, assigning bond orders, structure refinement, defining the active sites of the SARS-CoV-2 and structure preparation. The protein preparation was carried out with Flare and the chain was treated to add missing hydrogen, assign proper bond orders. The structure output format was set to pose viewer file so as to view the output of resulting docking studies and hydrogen bond interactions of different poses with the protein. The 2D and 3D interactions were generated with Ligplus and storyboard in Cresset. All the studied Phytoconstituents have showed excellent free energy of binding interactions with SARS-CoV-2 Figs. S1–S8.
3.2. In Silico prediction of drug likeliness, and synthetic accessibility
Rule of 5 by Lipinski is a significant criterion to evaluate drug likeliness and if a specific chemical compound with a certain biological activity has physio-chemical properties that would make it a likely orally active drug in humans. Lipinski's rule evaluates the different descriptors which are important for a drug design. Lipinski's rule of five states that (i) molecular mass less than 500 Da, (ii) no more than 5 H-bond donors, (iii) no more than 10 H-bond acceptors, (iv) O/W partition coefficient log P not greater than 5. If the molecule violates more than 3 descriptor parameters, it will not fit into the criteria of drug likeliness and it is not considered in order to proceed with drug discovery.
Supplementary Tables S2 and S3 depicts the drug likeliness and various rules like Lipinski rule of five, Veber Ghose, Muegge and Egan rules were applied to all phytochemical constituents. From the data, most of the Phytoconstituents obeyed the rules only few analogs violated. The low value of synthetic accessibility indicates that all the phytoconstituents could be synthesized. These results indicate the active ingredients of two Siddha Formulations of Kabasura Kudineer Chooranam and JACOM have drug like properties.
3.3. In Silico simulation of Pharmacokinetic Properties
In silico pharmacokinetics properties of phytochemical constituents of Siddha formulation Kabasura Kudineer Chooranam and JACOM were carried out with online pkCSM webserver.
From the data of pharmacokinetic properties shows that Lupeol, Betulin, Cycleanine, β-selinene, Quercetin, Andrograpanin and Tinosponone have the highest gastrointestinal absorption, tissue distribution (Vd), and respectable total clearance Supplementary Table S4. The Lupeol and Betulin ingredients of Kabasura Kudineer Chooranam formulation have 100% bioavailability and other ingredients also having oral bioavailability >80%. For JACOM formulation Ursolic acid has 100% bioavailability and other ingredients also having >80% bioavailability.
The Cytochrome P450 and P-glycoprotein simulation studies for substrate and inhibition were performed for all selected Phytoconstituents of two Siddha formulations by using online webserver. The results show that most of the Phytoconstituents has less CYP inducing and P-gp compatibility property Supplementary Table S5. Piperine, piperlonguminine, Stigmosterol, 3-(2,4-dimethoxyphenyl)-6,7- dimethoxy-2,3- dihydrochromen-4-one, Squalene, γ-sitosterol, Andrograpanin, 5-Hydroxy-7,8-dimethoxyflavanone, Lupeol, Betulin could undergoes metabolism via CYP3A4 enzyme Supplementary Table S5 Moreover, β-Sesquiphellandrene, β-Bisabolene, Geranial, Gallic acid, Carvacrol, Costunolide, and Elemol were free from drug–drug interaction via the inhibition of cytochrome-P (CYP) or P-glycoprotein (P-gp) I and II enzymes Supplementary Table S5.
3.4. In Silico toxicity prediction
Toxicity assessment was performed for the selected phytoconstituents of Siddha formulations and results show that very few analogs have deviated toxicity prediction. Overall the study indicates, the ingredients of these two formulations are free from carcinogenic, teratogenic, and tumorigenic properties Supplementary Table S6.
4. Discussion
In this work, we have chosen Official Siddha Formulation Kabasura Kudineer Chooranam and JACOM (patented formulation). Modern medicines focus on killing the virus but not on increasing the host immunity. In case of Siddha medicine, herbs like Amukkara, Nilavembu are immuno-modulator and having the capacity to inhibit the virus by enhancing and restoring immunity of human. So, we are utilizing this strength of Siddha medicine to arrive upon a potent formulation that is both anti-viral and Immuno-modulatory with minimum side effects on patients who are immuno compromised as well as those who have co-morbid conditions.
The Kabasura Kudineer increases the immunity and could act as immuno modulator as this virus is adversely affecting the immune response by effecting signaling pathway of TNF production as recent findings shows [27]. The formulation chosen are aimed at increasing immunity and also to expel out the k apham and reinstate respiratory health. Drugs in these formulations majorly possess Bitter taste or pungent taste. These drugs on post digestive transformation get converted to hot potency which increases and normalizes p itham and expel out excessive k apham out of lungs, which is the rationale behind selecting these formulations.
Based on these results, nine phytoconstituents (6 plants) were found to be the best lead and drug candidates with good synthetic accessibility. The nine phytoconstituents with the LF rank Score viz., Magnoflorine (−9.76), 5-Hydroxy-7,8-dimethoxyflavanone(-9.03), Tinosponone(-8.14), Cirsimaritin(-9.22), Chrysoeriol(-11.39), 6- Methoxygenkwanin(-9.293), Vasicinone(-8.16), Quercetin(-11.47) and Luteolin(-11.15) are having highest binding affinity with spike protein and the plants associated with the Phytoconstituents were chosen for novel “SNACK-V” formulation. These 6 plants containing 9 phytochemicals have interaction score higher than the positive control Hydroxychloroquine. Based on these results, we proposed a novel herbal formulation called “SNACK -V” (Sida acuta, Adhatoda vasica, Andrographis paniculata, Tinospora Cordifolia, Costus speciosus, Plectranthus ambonicus) it may have high probability of directly inhibiting the novel corona virus (2019-nCoV), possibly providing instant help in the prevention and treatment of the pneumonia that it can cause Table 3 . This formulation having herbs that possess bitter taste increases pittam and expels out k apham for their properties of immunomodulation, expectorant and antipyretic. These effects reinstate Gaseous exchange normalizing trithodam and Sanni Symptoms are wiped away thereby restoring normal health.
Table 3.
S.No | Plant Name | Phytoconstituents | LF Rank Score |
---|---|---|---|
1 | Sida acuta Burm. f. | Magnoflorine | −9.76 |
2 | Andrographis paniculata | 5-Hydroxy-7,8-dimethoxyflavanone | −9.03 |
3 | Tinospora cordifolia | Tinosponone | −8.14 |
4 | Plectranthus amboinicus | Cirsimaritin | −9.22 |
Chrysoeriol | −11.39 | ||
6- Methoxygenkwanin | −9.293 | ||
5 | Justicia adhatoda L | Vasicinone | −8.16 |
Quercetin | −11.47 | ||
6 | Costus speciosus | Luteolin | −11.15 |
Tinospora cordifolia is a one of the drug of choice in conditions wherever pitta is diminished and k apha dominates [28]. Due to its bitter taste in post digestive transformation it turns into hot potency as a pungent active molecule and helps in reinstating pitta to normalcy and eliminates kapha slowly out of the body. It is useful also in settling fever. Later studies had proved its efficacy as an antiviral and an immunomodulator. Its effect against HIV has been documented via clinical evaluation [29].
A. paniculata by its bitter taste and hot potency helps in all fevers by precipitating diaphoresis [28], in dengue out break and during other disaster mitigation interventions it was the drug of choice even by public health authorities [5]. By possessing anti-inflammatory, analgesic, anti pyretic and immuno - modulatory activity [30] this has also proven to inhibit dengue virus [5].
Adhatoda vasica is bitter in taste and turns into hot potency. It is also an expectorant and very useful in kapha disorders [28]. Studies suggest that extracts have strong anti-influenza virus activity that can inhibit viral attachment and/or viral replication, and may be used as viral prophylaxis [31].
P. ambonicus is a plant having pungent taste and gets converted to hot potency post transformation, possess diaphoretic and expectorant property [28]. Many antimicrobial studies have established its effectiveness in lower respiratory symptoms like pneumonia [32].
C. speciosus is bitter in taste and turns into hot potency [28], indicated in fever and used as an expectorant. Studies have proved that it inhibits Herpes simplex and Varicella virus [33].
S. acuta is bitter in taste and turns into hot potency. It is also an expectorant and very much useful in kapha disorders [28]. Studies show this herb inhibits the replication of dengue viruses in cell cultures and protected mice against dengue infection. It also showed antipyretic and anti-inflammatory effects [34]. To summarize, these above mentioned 6 plants possess both anti viral and immuno-modulatory property, also all the bioactive compounds are non-toxic and non-carcinogenic. However, further experimental studies and clinical studies are required to validate the results.
Siddha medicine is one of best way to control the COVID-19. The docking studies of bioactive compounds from Kabasura Kudineer and JACOM showed that stronger binding affinity with good ADMET properties. Further we propose a new formulation as SNACK-V. Given their binding affinity towards SARS-CoV-2 spike protein and in silico safety studies, these two formulations qualify as a potential therapeutic for further i n vitro, i n vivo and clinical studies.
5. Conclusion
Spike protein is an important target for binding with the ACE2 of the host cell, and the inhibitors of this protein could be a potential target for COVID-19 infection. In this study, we have done the i n silico molecular docking studies for the 37 phytoconstituents against the spike protein of SARS-CoV-2 (PDB ID: 6VSB). The results shown that Chrysoeriol and Luteolin from Kabasura Kudineer Chooranam and Quercetin from JACOM have high binding affinity and good binding interactions with spike protein. Further, In silico pharmacokinetic and toxicity prediction shown that all the phytoconstituents have good oral bioavailability and free from toxicity. Based on these, we proposed the new formulation called as “SNACK–V″ which contains nine phytoconstituents from the six plant herbs.
Conflict of interest
None.
Source of funding
None.
Acknowledgements
The authors thanks to management of all the institutes for their support to carry out this research and also thanks to Central Council for Research in Siddha, Ministry of AYUSH, Chennai, Tamilnadu, India and Salem Microbes Private Limited, Salem, Tamilnadu, India.
Footnotes
Peer review under responsibility of Transdisciplinary University, Bangalore.
Supplementary data to this article can be found online at https://doi.org/10.1016/j.jaim.2020.05.009.
Appendix A. Supplementary data
The following are the Supplementary data to this article:
References
- 1.Coronavirus disease 2019. World Health Organization; 15 March 2020. [Google Scholar]
- 2.World Health Organization . 2020-01-30. Statement on the second meeting of the International Health Regulations (2005) Emergency Committee regarding the outbreak of novel coronavirus (2019-nCoV) [2020-02-02] [Google Scholar]
- 3.Shanmugavelu M. 1st ed. Directorate of Indian Medicine & Homeopathy; Chennai: 2014. Noi nadal noi mudhal nadal thirattu part-I (in Tamil) p. 370. [Reprint] [Google Scholar]
- 4.Jain J., Pai S., Sunil S. Standardization of in vitro assays to evaluate the activity of polyherbal siddha formulations against Chikungunya virus infection. Virus Dis. 2018;29(1):32–39. doi: 10.1007/s13337-018-0421-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Jain J., Kumar A., Narayanan V., Ramaswamy R.S., Sathiyarajeswaran P., Devi M.S., et al. Antiviral activity of ethanolic extract of Nilavembu Kudineer against dengue and chikungunya virus through in vitro evaluation. J Ayurveda Integr Med. 2019;S0975-9476(18):30073-1. doi: 10.1016/j.jaim.2018.05.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Jain J., Narayanan V., Chaturvedi S., Pai S., Sunil S. In vivo evaluation of withania somnifera–based Indian traditional formulation (Amukkara choornam), against chikungunya virus–induced morbidity and arthralgia. J Evid Based Integr Med. 2018 Feb 26;23 doi: 10.1177/2156587218757661. 2156587218757661. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.https://www.nhp.gov.in/swine-flu_mtl
- 8.https://www.nhp.gov.in/pitha-suram-dengue-fever-_mtl
- 9.Siddha formulary of India Part II. The controller of Publications; Delhi: 2011. p.160,173,178, 179,181, 182,183,186,187,191,192. [Google Scholar]
- 10.Ramaswamy RS, Sathiyarajeswaran P, Shree Devi MS, Mohana Srinivasan V, Subathra Devi C, et al. Simple and low-cost process for the preparation of synergistic bio active compound JACOM for the management of H1N1 influenza virus infection, (Patent no: 201741016901 A, 18.05.2018).
- 11.Eweas A.F., Maghrabi I.A., Namarneh A.I. Advances in molecular modeling and docking as a tool for modern drug discovery. Sch Res Lib Der Pharma Chem. 2014;6:211–228. [Google Scholar]
- 12.Shaikh S.A., Jain T., Sandhu G., Latha N., Jayaram B. From drug target to leads-sketching a physico-chemical pathway for lead molecule design in silico. Curr Pharmaceut Des. 2007;13(34):3454–3470. doi: 10.2174/138161207782794220. [DOI] [PubMed] [Google Scholar]
- 13.Banegas-Luna A.J., Ceron-Carrasco J.P., Perez-Sanchez H. A review of ligand-based virtual screening web tools and screening algorithms in large molecular databases in the age of big data. Future Med Chem. 2018;10(22):2641–2658. doi: 10.4155/fmc-2018-0076. [DOI] [PubMed] [Google Scholar]
- 14.Guo Z.Y.L., Zheng X., Hu L., Yang Y., Wang J.A. A comparison of various optimization algorithms of protein-ligand docking programs by fitness accuracy. J Mol Model. 2014;20(7):2251–2261. doi: 10.1007/s00894-014-2251-3. [DOI] [PubMed] [Google Scholar]
- 15.Borgio J., Alsuwat H., Al Otaibi W., Ibrahim A., Almandil N., Al Asoom L., et al. State-of-the-art tools unveil potent drug targets amongst clinically approved drugs to inhibit helicase in SARS-CoV-2. Arch Med Sci. 2020;16(3):508–518. doi: 10.5114/aoms.2020.94567. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Daina A., Michielin O., Zoete V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep. 2017;7:42717. doi: 10.1038/srep42717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Singh S., Awasthi M., Tiwari S., Pandey V.P., Dwivedi U.N. Computational approaches for therapeutic application of natural products in Alzheimer's disease. Neuromethods. 2018;132:483–511. [Google Scholar]
- 18.Wadhwa B., Mahajan P., Barik M.R., Malik F., Nargotra A. Combining ligand- and structure-based in silico methods for the identification of natural product-based inhibitors of Akt1. Mol Divers. 2019;24(1):45–60. doi: 10.1007/s11030-019-09924-9. [DOI] [PubMed] [Google Scholar]
- 19.Pereira F., Aires-de-Sousa J. Computational methodologies in the exploration of the marine natural product leads. Mar Drugs. 2018;16(7):E236. doi: 10.3390/md16070236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Worachartcheewan A., Prachayasittikul V., Shoombuatong W., Songtawee N., Simeon S., Prachayasittikul V., et al. Computer aided drug design of bioactive natural products. Curr Top Med Chem. 2015;15(18):1780–1800. doi: 10.2174/1568026615666150506151101. [DOI] [PubMed] [Google Scholar]
- 21.Denyer C.V., Jackson P., Loakes D.M., Ellis M.R., Young D.A. Isolation of antirhinoviral sesquiterpenes from ginger (Zingiber officinale) J Nat Prod. 1994;57(5):658–662. doi: 10.1021/np50107a017. [DOI] [PubMed] [Google Scholar]
- 22.Koch C., Reichling J., Schneele J., Schnitzler P. Inhibitory effect of essential oils against Herpes Simplex virus type 2. Phytomedicine. 2008;15(1–2):71–78. doi: 10.1016/j.phymed.2007.09.003. [DOI] [PubMed] [Google Scholar]
- 23.Jiang Z.Y., Liu W.F., Zhang X.M., Luo J., Ma Y.B., Chen J.J. Anti-HBV active constituents from Piper longum. Bioorg Med Chem Lett. 2013;23(7):2123–2127. doi: 10.1016/j.bmcl.2013.01.118. [DOI] [PubMed] [Google Scholar]
- 24.Wrapp D., Wang N., Corbett K.S., Goldsmith J.A., Hsieh C.L., Abiona O., et al. Cryo-EM structure of the 2019-nCoV spike in the prefusion conformation. Science. 2020;367(6483):1260–1263. doi: 10.1126/science.abb2507. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Flare, version, Cresset®, Litlington, Cambridgeshire, UK. Cheeseright T., Mackey M., Rose S., Vinter A. Molecular field extrema as descriptors of biological activity: definition and validation. J Chem Inf Model. 2006;46(2):665–676. doi: 10.1021/ci050357s. http://www.cresset-group.com/flare [DOI] [PubMed] [Google Scholar]
- 26.Bauer M.R., Mackey M.D. Electrostatic complementarity as a fast and effective tool to optimize binding and selectivity of protein–ligand complexes. J Med Chem. 2019;62(6):3036–3050. doi: 10.1021/acs.jmedchem.8b01925. [DOI] [PubMed] [Google Scholar]
- 27.Saravanan J., Devasia N., Gopalasatheeskumar K., Sanish Devan V., Thanga Kokila K., Sanjay M. Anti-inflammatory, antipyretic and antibacterial study of Kabasura kudineer choornam. Int J Curr Adv Res. 2018;7(2):9992–9997. [Google Scholar]
- 28.Murugesa mudaliyar K.S. 8th ed. Directorate of Indian Medicine & Homeopathy; Chennai: 2006. Siddha materia media (medicinal plants division) pp. 7–713. [Google Scholar]
- 29.Kalikar M.V., Thawani V.R., Varadpande U.K., Sontakke S.D., Singh R.P., Khiyani R.K. Immunomodulatory effect of Tinospora cordifolia extract in human immuno-deficiency virus positive patients. Indian J Pharmacol. 2008;40(3):107–110. doi: 10.4103/0253-7613.42302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Wang W., Wang J., Dong S.F., Liu C.H., Italiani P., Sun S.H., et al. Immunomodulatory activity of andrographolide on macrophage activation and specific antibody response. Acta Pharmacol Sin. 2010;31(2):191–201. doi: 10.1038/aps.2009.205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Shahid M., Dar F.K., Ismaeel A.Y., Al-Mahmeed A., Al Sindi K., Malik A., et al. Recent trends in biotechnology and therapeutic applications of medicinal plants. Springer; Dordrecht: 2013. Plant natural products as a potential source of antimicrobial agents: an overview and a glimpse on recent developments; pp. 93–107. [Google Scholar]
- 32.Arumugam G., Swamy M.K., Sinniah U.R. Plectranthus amboinicus (Lour.) Spreng: Botanical, phytochemical, pharmacological, and nutritional significance. Molecules. 2016;21(4):369. doi: 10.3390/molecules21040369. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ali A.M., Mackeen M.M., Ei-Sharkawy S.H., Hamid J.A., Ismail N.H., Ahmad F.B.H., et al. Antiviral and Cytotoxic Activities of Som.e Plants Used in Malaysian Indigenous Medicine Pertanika. J Trop Agric Sci. 1996;19(2/3):129–136. [Google Scholar]
- 34.Sood R., Raut R., Tyagi P., Pareek P.K., Barman T.K., Singhal S., et al. Cissampelos pareira Linn: natural source of potent antiviral activity against all four dengue virus serotypes. PLoS Neglected Trop Dis. 2015;9(12) doi: 10.1371/journal.pntd.0004255. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.