In-vitro antioxidant activity of oxalis carniculata linn and investigation of plausible mechanism of photo-protection by molecular modeling study
Madhuri Baghel*, Hemant Badwaik, Sangeeta Patil
Rungta College of Pharmaceutical Sciences and Research, Bhilai, Chhattisgarh, India.
*Corresponding Author E-mail: banchhormadhuri@gmail.com
ABSTRACT:
Oxalis Carniculata Linn belonging to Oxalidaceae family is a small herb with variety of biological activity. The leaves of Oxalis Carniculata was extracted with different solvents and the fractions were screened for antioxidant potential using in-vitro methods such as 2, 2-Diphenyl-2-Picryl hydrazyl (DPPH) and H2O2 radical scavenging activity, and reducing power assay . Total flavonoid, phenolic content and total antioxidant capacity were determined spectrophotometrically. Among the six different fractions ethanolic fraction exhibited highest total flavonoid content (224.2±0.25 mg/g QAE) and methanolic fraction exhibited highest phenolic content (184.31±0.14 mg/g GAE) and total antioxidant capacity (232.79±0.17mg/g AAE). Further methanolic fraction showed highest DPPH and H2O2 radical scavenging activity with IC50 value 23.43±0.12 and 19.71±0.16 respectively. The major cause of skin photoaging is exposure to ultraviolet light that is coupled with the increased expression of matrix metalloproteinases (MMPs) and decreased collagen synthesis. MMPs (especially MMP-1, MMP-3 and MMP-9) expressions are associated with the decreased elasticity of the dermis due to collagen degradation. In the present study, we have assessed the antioxidant effects of Oxalis Carniculata extract, correlated it with skin photoaging and postulated its mechanism of action by molecular docking study. The molecular docking study of flavones present in O. Carniculata revealed that the phyto-constituents of O. Carniculata species have similar mechanism of binding to that of standard drug with MMP-9 inhibitory action. These results can facilitate the further preclinical models, and clinical study upon skin protective potential against UV-induced skin aging of the O. Carniculata flavones.
KEYWORDS: Photoageing, MMPs, phytoconstituents, Molecular Docking, Oxalis Carniculata Linn.
INTRODUCTION:
Frequent exposure to ultraviolet irradiation (UVR) from solar light causes histologic and clinical changes in human skin1. The photo-damaged skin is characterized by coarse and fine wrinkles, dryness, loss of skin tone and spotty pigmentation2. Collagen and elastin fibrils maintain the strength and flexibility of the skin3. Deterioration of these fibrils with photo-aging decreases the youthful appearance of the skin. Quantitative, qualitative and biochemical alterations were found in the dermal extracellular proteins elastin, interstitial collagen, and glycosaminoglycans in photoaged skin4.
The signaling pathways involving ERK, JNK, and p38 are activated by the ROS (Reactive Oxygen Species), followed by activation of AP-1 (activator protein-1) and NF-κB (nuclear factor κB) that triggers the transcription of genes for activation of skin MMPs (matrix metalloproteinases). The MMPs are a family of enzymes responsible for degradation of connective tissue5. These are related to endopeptidases structurally, which provoke the degradation of different macromolecular components of the ECM (extracelluar matrix). The human MMPs are classified into four different subfamilies, these are- collagenases, gelatinases, stromelysins, and membrane MMPs6.
Phyto-constituents7 protect the skin against endogenous and exogenous agents and can help to cure many skin conditions; hence theses are gaining popularity in cosmetic formulations8. Oxalis carniculata Linn, which belongs to the family Oxalidaceae, commonly known as yellow sorrel plant is distributed all over Chhattisgarh. The leaves of O. Carniculata are quite edible which has high nutritional value with tangy taste. The plant is rich in vitamin C. It also contains three antioxidant flavones; swerticin, isovitexin and isoorientin9 (Figure 1).
Fig. 1. Chemical structure of O. Carniculata phytoconstituents
Kaur S. et al10 have performed phytochemical screening and reported the biological potential of methanolic extract of O. Carniculata in different parts of plant. Badrul Alam M. et al11 have investigated the in-vitro and in-vivo antioxidant activity of O. Carniculata in different fractions. Both the authors have not proposed the plausible mechanism of skin antiphotoaging via molecular modeling studies. Hence the objective of present study is to evaluate antioxidant potential of different fractions of O. Carniculata in-vitro. Further we aimed to correlate the antioxidant activity with skin antiphotoaging potential utilizing the molecular modeling methodology. The mechanisms of binding of major phyto-constituent present in the plant with the MMPs were proposed.
MATERIALS AND METHODS:
Chemicals
Standards of Quercetin(QA), Ascorbic acid (AA), and Gallic acid (GA) were purchased from CDH fine chemicals Ltd, New Delhi. DPPH (2, 2’ Diphenyl -1-Picrylhydrazyl), Folin’s Ciocalteau reagent, Potassium acetate, Sodium carbonate, Aluminium chloride, Trichloroacetic acid, Potassium ferricyanide, Ammonium molybdate, Ferric chloride, Sodium phosphate monobasic were obtained from CDH fine chemicals Ltd, New Delhi. Solvents used for extraction of plants were obtained from Loba chieme Pvt Ltd, Mumbai.
Plant Materials
The plant of O. Corniculata was collected from the various places of village Raveli, Funda region, Durg dist. in the month of July and August. The plants were mounted on paper and the sample was indentified and authenticated by Dr. Ranjana Shrivastava, Professor and H.O.D. (Botany Department), Govt. V.V.T. PG College Durg (C.G.). Different parts of plant were first studied for their moisture content using the formula:
Where MC= Moisture content; W0 = weight (gm) loss on drying, Wi = initial weight of sample (gm).
Plant extraction
The dried leaves of O. Corniculata were extracted successively with organic solvents ranging from polar to non-polar. It was extracted with chloroform, ethylacetate, acetone, ethanol, methanol, and water by soxhlation process. 5 gm of the coarsely powdered plant material was weighed and packed into soxhlate extractor containing 1 lit round bottom flask. Then the flask was filled with different solvents (500 ml) separately. The plant material was soaked in extractor for 24 hrs at room temperature. Then the plant material was extracted for 48 hr at the boiling temperature of solvents. The extract collected was cooled to room temperature and the solvents were evaporated to dryness in rotary evaporator. The extractive value in percentage was calculated by using following formula and recorded. The extracts were stored in sealed bottles for further study.
Phytochemical analysis
The methanol, ethanol, aqueous, acetone, ethyl acetate and chloroform extract of leaves of O. Carniculata were evaluated for the detection of different active substances12,13.
Qualitative analysis
The prepared extracts were screened for the presence of Alkaloids, Flavanoids, Tannins, phenolic components, terpenoids, amino acids and Glycoside according to standard procedures of analysis and were identified using characteristic color changes14.
Quantitative analysis
Total flavonoids content
Total Flavonoid content (TFC) of methanol, ethanol, aqueous, acetone, ethyl acetate and chloroform extract of leaves of O. Carniculata was estimated by aluminium chloride Method15 . The reaction mixture contained 0.5 ml of plant extract, 1.5 ml of methanol, 0.1 ml of (10 %) aluminum Chloride, 0.1 ml of potassium acetate (1 M) and 2.8 ml of distilled water. The mixture was incubated for 30 min at room temperature and absorbance was recorded at 415 nm using UV-Vis Spectrophotometer. The standard curve was prepared using serial dilution of quercetin (200 mg/l). The concentration of flavonoids of the plant extract was calculated using the standard curve and the amounts were expressed in quercetin equivalent (mg/g QAE).
Total Phenolic Content
The phenols present in plants are act as highly effective free radical scavengers and antioxidants. The total phenolic content (TPC) in various extracts of leaves was determined spectrophotometrically by using Folin-Ciocalteu (FC) method. The reaction mixture contained 100 µL of O. Carniculata, 500 µL of the Folin-Ciocalteu reagent, and 1.5 mL of 20% sodium carbonate. The final volume was made up to 10 mL with pure water. After 2h of reaction, the absorbance at 765 nm was measured and used to calculate the phenolic contents using gallic acid as standards. Triplicate reactions were conducted16 and the amounts were expressed in gallic acid equivalent (mg/g GAE). The FC reagent is not specific to phenolic compounds and will react with other reducing species also.
Phosphomolybdenum assay
The total antioxidant capacities of the extracts were determined by the phosphomolybdenum assay17, which is based on the reduction of Mo (VI) to Mo (V) by the extract and subsequent formation of a green phosphate-Mo (V) complex in acidic condition. 0.1 ml of each extract was combined with 1 ml of reagent solution (0.6 M sulphuric acid, 28 mM sodium phosphate and 4 mM ammonium molybdate). The reaction mixture was incubated at 95şC for 90 min. After cooling to room temperature, the absorbance of the solution was measured at 695 nm using a UV-visible spectrophotometer, 0.1 ml methanol was used as the blank. The total antioxidant capacity was expressed as the number of gram equivalents of ascorbic acid per ml of the extract.
In-vitro Antioxidant activity
DPPH radical scavenging assay
The free radical scavenging capacity of the extracts was determined using DPPH (2, 2-diphenyl 1-picryl hydrazyl) radical as described by Barros et al.18 with minor alterations. Each sample stock solution (1.0 mg/mL) was diluted to final concentrations of 15-55 µg/mL. with 95 % methanol. Various concentrations of plant extracts (0.3 mL) were mixed with freshly prepared methanolic solution containing DPPH radicals (0.004% (w/v), 2.7 mL). The mixture was shaken vigorously and allowed to stand for 60 min in the dark (until stable absorption values were obtained). The extent of reduction of the DPPH radical was determined by measuring the absorption at 517 nm. Ascorbic acid was used as a reference standard and DPPH solution was used as the control.
The percentage radical scavenging activity (% RSA) was calculated as a percentage of DPPH discoloration using the equation:
Where: A0 represents the absorbance of the control and A1 represents absorbance containing different extracts of O. Corniculata.
Percent (%) scavenging activity was plotted against concentration and IC50 (the extract concentration providing 50 % of radicals scavenging activity) value was calculated from the graph by linear regression analysis.
Hydrogen peroxide (H2O2) scavenging activity
The ability of the methanolic extracts of O. corniculata to scavenge hydrogen peroxide was evaluated by hydrogen peroxide. A solution of hydrogen peroxide (40mM) was prepared by using phosphate buffer (pH 7.4). Extracts of different parts of plant with various concentrations (15-55µg/mL) were added to a hydrogen peroxide solution (0.6 mL, 40mM). Absorbance was measured at 230 nm after 10 minutes against a blank solution containing the phosphate buffer without extract using spectrophotometer. Ascorbic acid was used as a positive control.
The percentage of hydrogen peroxide scavenging of extracts of different plant parts were calculated using following equation:
Where: A0 represents the absorbance of the control and A1 represents absorbance containing different extracts of O. Corniculata.
Reducing power assay
The reducing power of plant extracts was determined according to the method of Oyaizu19. The concentration of the extracts ranged from (15 to 55 µg/ml). 0.5 ml extract made to 1 ml with distilled water and mixed with 2.5 ml of Phosphate buffer (0.2 M, pH 6.6), 2.5 ml 1% Potassium ferricyanide [K3Fe(CN)6]. The mixture was incubated at 50 °C for 20 minutes and centrifuged at 5000 × g after addition of 2.5 ml of 10 % trichloroacetic acid. A 2.5 ml aliquot of upper layer (supernatant) was collected and mixed with 0.5 ml of 0.1 % ferric chloride. The absorbance was measured at 700 nm against a blank using UV-Vis spectrophotometer. Ascorbic acid at various concentrations was used as a standard. Increase in absorbance was directly correlated to increase in reducing power.
Molecular Docking studies
Molecular docking20-24 is carried out in order to provide a binding site with a population of probable ligand orientations and conformations25,26. It has been employed to validate the findings of screening studies, and understand the mechanism of skin anti photoaging property. A receptor-ligand interactions of phytoconstituents and standard Styraxjaponoside with MMP-9 enzymes (PDB Code: 2ow0) was studied using Argus lab 4.0. The ligand structures were generated using the Chemdraw software. Three-dimensional optimizations of the ligand structures were done and saved as PDB file format. Geometry optimizations of the ligands were performed using ArgusLab 4.0.1 (Mark A. Thompson, Planaria Software LLC, Seattle, WA, USA.) software27. MMP-9 enzymes was docked against three phytoconstituents viz isoorentin, isovitexin and swerticin, the interaction was carried out to find the favorable binding geometries of the ligand with the protein. The protein-ligand interaction was visualized by using Discovery studio 2016 software28.
RESULTS AND DISCUSSION:
Plant extraction and phytochemical screening
The moisture content (table 1), extractive value (table 3) and color of extracts of Oxalis Carniculata was investigated. From the present study it was found that, the extractive value of Oxalis Carniculata in methanolic extract was maximum followed by ethanol and aqueous solvents. The ethanolic extract showed slightly lower extractive value than methanolic extract. The chloroform extract showed least extractive value. The color of extracts observed were yellowish green in methanol, green in ethanol, dark brown in aqueous, light brown in acetone and ethyl acetate, and colorless in chloroform.
Table 1: moisture content of different plant parts of O. Carniculata
Sample |
Leaves |
Stems |
Initial weight (in Grams) |
13.12 |
11.89 |
Final weight (in grams) |
2.0 |
2.64 |
Loss in weight |
11.2 |
9.25 |
Moisture content |
85.36 |
77.79 |
The extracts of leaves of O. Carniculata were evaluated to various chemical tests for the detection of different active substances. The results were presented in table 2.
Quantitative analysis
Total flavonoids content
The qualitative estimation of total flavonoids in different extracts of O. Carniculata was carried out by aluminium chloride method and the results (table 3) were expressed in terms of mg/g of quercetin equivalents. The TFC was highest for ethanolic fraction followed by methanol and ethyl acetate. Chloroform extract had lowest TFC value while TFC value for acetone and aqueous extracts were found to be 61.1±0.20 mg/g and 50.99±0.18 mg/g of QE respectively.
Total Phenolic Content (TPC)
The total phenolics in diferent extraxts of O Carniculata was quantitatively estimated using Folin-Ciocalteau method and the results were expressed in terms of mg/g of gallic acid equivalents (table 3). The TPC was found to be highest in methanolic extract and lowest in chloroform extract. The TPC was found to increase in the order of chloroform>aqueous>acetone>Ethyl acetate > etanol>Methanol.
Table 2: Qualitative phytochemical analysis of O. Carniculata in different solvents
S. No |
Secondary Metabolite |
Phytochemical test |
H2O |
EtOH |
MeOH |
Acetone |
EtAC |
CHCl3 |
1. |
Carbohydrates |
Molisch’s Test |
- |
- |
- |
- |
- |
- |
2. |
Proteins |
Millon’s Reagent Test |
+ |
+ |
+ |
+ |
+ |
+ |
3. |
Amino acid |
Ninhydrin Test |
- |
- |
- |
- |
- |
- |
4. |
Steriod |
Liebermann Burchard Reaction |
+ |
+ |
+ |
+ |
+ |
+ |
5. |
Glycosides a)Cardiac |
Legal’s Test |
- |
- |
- |
- |
- |
- |
b)Anthraquinone |
Borntrager’s Test |
- |
- |
- |
- |
- |
- |
|
6. |
Saponin |
Foam Test |
+ |
+ |
+ |
+ |
+ |
+ |
7. |
Flavonoid |
Sodium hydroxide test |
+ |
+ |
+ |
+ |
+ |
+ |
Shinoda’s Test |
+ |
+ |
+ |
+ |
+ |
+ |
||
8. |
Phenolics |
Ferric chloride (FeCl3) Test |
+ |
+ |
+ |
+ |
+ |
+ |
Lead (Pb) Acetate Test |
+ |
+ |
+ |
+ |
+ |
+ |
||
9. |
Alkaloids |
Mayer’s Test |
+ |
+ |
+ |
+ |
+ |
+ |
Wagner’s Test |
+ |
+ |
+ |
+ |
+ |
+ |
||
Hager’s Test |
+ |
+ |
+ |
+ |
+ |
+ |
||
10. |
Tannins |
Dilute Nitric acid Test |
+ |
+ |
+ |
+ |
+ |
+ |
Table 3: Extractive value, total flavonoid aontent, total phenolic content, and total antioxidant capacity of Oxalis carniculata in different solvents.
Sample extract |
Extractive value (%) |
Total flavonoid content in plant extract (mg/g) QAE |
Total phenol content in plant extract (mg/g) GAE |
Total antioxidant capacity in plant extract (mg/g) AAE |
Aqueous |
16.78 |
50.99±0.18 |
69.28±0.11 |
194.56±0.19 |
Methanol |
19.42 |
205.18±0.2 |
184.31±0.14 |
232.79±0.17 |
Ethanol |
17.14 |
224.2±0.25 |
173.85±0.16 |
181.39±0.26 |
Acetone |
11.46 |
61.1±0.20 |
66.66±0.23
|
172.25±0.25 |
Ethyl acetate |
10.36 |
132.73±0.14 |
116.01±0.14 |
90.9±0.26 |
Chloroform |
6.1 |
12.58±0.28 |
20.58±0.27 |
8.71±0.2 |
Phosphomolybdenum assay
The total antioxidant capacity of different extracts was determined spectrophotometrically at maximum absorption of 695 nm, using phosphomolybdenum method. The antioxidant capacity was found to be highest in methanolic extract followed by aqueous, ethanol and then acetone. The antioxidant capacity is found to be lowest in chloroform. The results are shown in table 3.
DPPH radical scavenging assay
Higher antioxidant activity is correlated with the lower IC50 value. Lowest radical scavenging activity was observed in methanolic extract (23.43±0.12) while the chloroform extract showed highest (more than 500) radical scavenging activity. The IC50 value in ethanol, methanol and aqueous extracts were lower than the positive control gallic acid. The IC50 value of ethyl acetate extract was found to be similar to that of standard gallic acid. The results are shown in table 4.
Hydrogen peroxide (H2O2) scavenging activity
The H2O2 scavanging activity was eastimated in different extracts of O. Carniculata. The IC50 value were found in the order of methanol>ethanol>aqueous>ethylacetate>acetone> chloroform. The IC50 value in ethanol, methanol and aqueous extracts were lower than the positive control gallic acid. The IC50 value of ethyl acetate extract was found to be similar to that of standard gallic acid. The results are shown in table 4.
Reducing power assay
The reducing ability (reduction of iron (III) to iron (II)) of different fractions of O. Carniculata was estimated and compared with the strong reducing agent ascorbic acid (table 5). At 55 µg/ml concentration, the absorbance of methanol, ethanol, aqueous, acetone, ethyl acetate and chloroform extracts were found to be of 0.97, 0.872, 0.578, 0.528, 0.51and 0.19 respectively.
Table 4: DPPH and H2O2 free radical scavenging activity
Sample |
DPPH IC50 in µg/ml) |
H2O2 IC50 in µg/ml |
Aqueous |
35.06±0.16 |
26.80±0.44 |
Methanol |
23.43±0.12 |
19.71±0.16 |
Ethanol |
31.13±22 |
25.92±41 |
Acetone |
70.29±25 |
41.10±33 |
Ethyl acetate |
37.95±28 |
35.31±21 |
Chloroform |
569.80±72 |
614.23±0.86 |
Ascorbic Acid |
37.65±61 |
31.44±0.32 |
Molecular Docking Study
In this research, the phytoconstituents produced improved effects, which led us to consider its mechanism of action. We have, therefore, chosen the docking studies as an instrument to support our results. MMP-9 enzymes inhibition has been the most powerful method for managing photoageging to date. In this analysis, we contrasted the findings with Styraxjaponoside for the docking of our phytoconstituents. The binding data obtained from Argus Lab revealed, phytoconstituents have a good affinity towards MMP-9 enzymes with binding energy -10.175 and -10.289 kcal/mol. Analysis of residual interaction between the inhibitor and target enzyme at the active binding site are shown in Figure 2. Results revealed that the Styraxjaponoside and phytoconstituents bind with MMP-9 enzymes by van der Waals interaction, conventional hydrogen bond, carbon-hydrogen bond, Pi-sigma interaction, alkyl, and Pi-alkyl interaction (Figure 3 to 5)
Table 5: Reducing power of Oxalis carniculata (L) in different solvents at 700 nm
Conc (µg/ml) |
Absorbance (nm) |
|||||
0 |
Methanol |
Ethanol |
Aqueous |
Acetone |
Ethyl acetate |
Choloroform |
15 |
0.188±0.15 |
0.155±28 |
0.095±12 |
0.102±32 |
0.082±39 |
0.02±53 |
25 |
0.376±0.23 |
0.332±32 |
0.209±16 |
0.215±26 |
0.161±41 |
0.06±46 |
35 |
0.602±16 |
0.519±14 |
0.324±24 |
0.33±19 |
0.281±40 |
0.102±61 |
45 |
0.801±11 |
0.701±22 |
0.471±20 |
0.461±24 |
0.351±35 |
0.14±55 |
55 |
0.97±12 |
0.872±11 |
0.578±26 |
0.528±33 |
0.51±27 |
0.19±67 |
Fig.2. 3D representation of a) MMP-9 enzymes, b) docked structure of Styraxjaponoside with MMP-9 enzymes, c) docked structure of isoorientin with MMP-9 enzymes, d) docked structure of swerticin with MMP-9 enzymes
Fig.3. Receptor-ligand interactions of Styraxjaponoside as (a) 2D pose, (b) 3D pose
Fig.4. Receptor-ligand interactions of isoorientin as (a) 2D pose, (b) 3D pose
Discussion
Phenolics and flavones usually found in plants have proven variety of biological effects including antioxidant activity. The redox property of these phyto-constituents is responsible for antioxidant activity that absorbs and neutralizes the free radicals generated due to UV radiation. In the present study the total flavonoid content, total phenolic content and total antioxidant activity was found to be highest in ethanol, methanol and methanol extract respectively.
Free radicals contain one or more unpaired electrons and they are highly unstable. They are highly reactive and to attain stability, they extract electrons from other molecules causing potential damage to the transient chemical species.The radical scavenging activity was determined by DPPH and H2O2 radical scavaging Assay. In this study it was observed that both DPPH and H2O2 radical scavenging activity of methanolic fraction was significantly lower than the standard ascorbic acid. It was revealed that the polar organic fraction of O. Carniculata showed the electron donating property and served as free radical scavenger and primary antioxidant that can reacts with the free radicals and protects the skin from free radical damage.
The potential antioxidant activity of a compound can be indicated by it’s reducing ability. The reductones present in compound or extract breaks the free radical chain reaction by donating the proton, thus it produces antioxidant action29. In the present study, the methanolic and ethanolic extract produces significant antioxidant activity and significantly contributes towards the observed antioxidant activity.
MMPs play crucial role in skin photoaging mediated by UVR. The connective tissue of the skin damages due to over expression of MMPs on exposure to UV B radiation. Initially types I, III, VII, VIII, and X collagens are cleaved by MMP-1 that are further degraded by MMP-2 and MMP-930 . The gelatinase activity of MMP-2 and MMP-9 play a important role in the formation of wrinkles by UV irradiation , while MMP-3 activates pro MMP-1. hence, topical MMP inhibitors may be effective at preventing UVB-induced photoageing and formation of wrinkles. Results of molecular docking revealed constituents of species O. Carniculata have similar antioxidant activity to that of standard drug with MMP-9 inhibitory action. Out of 14 amino acid residue which interacts with Styraxjaponoside, 12 were found common with phytoconstituent swerticin (Figure 3, 4, 5). While In case of isorientin 8 amino acid residue found similar to that Styraxjaponoside binding pocket. Noteworthy that out 3 hydrogen bond formed by standard with MMP-9 enzyme, two were found similar in isorientin (with LEU-188 and ALA-189). These interaction patterns give a strong impression that constituents of species O. Carniculata possess good inhibitory potential against MMP-9 enzyme.
Fig.5. Receptor-ligand interactions of swerticin as (a) 2D pose, (b) 3D pose
CONCLUSION:
The results presented in the present study indicate that the methanolic and ethanolic extracts exhibit significant in vitro antioxidant activity. Further the molecular docking study of flavonoid present in O. Carniculata reveleaed constituents of species O. Carniculata have similar mode of binding to that of standard drug with MMP-9 inhibitory action. These results can facilitate the further preclinical models, and clinical study upon skin protective potential against UV-induced skin aging of the O. Carniculata flavones therefore, O. Carniculata could be a promising agent for the prevention of photoageing.
ACKNOWLEDGEMENT:
The authors like to thank Chhattisgarh Swami Vivekanand Technical University, Bhilai and TEQIP-III (REF NO:CSVTU/CRP/TEQIP-III/105) for providing financial support.
CONFLICT OF INTEREST:
The authors declare no conflict of interest.
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Received on 06.03.2021 Modified on 20.07.2021
Accepted on 16.10.2021 © RJPT All right reserved
Research J. Pharm.and Tech 2022; 15(4):1843-1851.
DOI: 10.52711/0974-360X.2022.00310