QUANTITATIVE SIMULTANEOUS RP-HPLC ESTIMATION OF GALLIC ACID, QUERCETIN AND GLYCYRRHIZIN IN THE METHANOLIC EXTRACTS OF ABRUS PRECATORIUS AND CORDIA WALLICHI LEAVES
HTML Full TextQUANTITATIVE SIMULTANEOUS RP-HPLC ESTIMATION OF GALLIC ACID, QUERCETIN AND GLYCYRRHIZIN IN THE METHANOLIC EXTRACTS OF ABRUS PRECATORIUS AND CORDIA WALLICHI LEAVES
Rupa Sengupta
Girijananda Chowdhury Institute of Pharmaceutical Sciences (GIPS), Guwahati, Assam, India.
ABSTRACT: Background: Important mistletoe species include Abrus precatorius (Linn.) and Cordia wallichi (Don). According to reports, the leaves of Abrus precatorius (L.) have neuromuscular, antiepileptic, anti-diabetic, and many other properties. Leaves are traditionally administered to cuts, swellings, and mouth ulcers as a nerve tonic. Less studies have been recorded on the species of wallichi, compared toother species of the genus. According to reports, both plants' leaves include alkaloids, flavonoids, tannins, terpenoids, saponins, steroids, and glycyrrhizin (Abrus). Objective: A simple, accurate and reproducible RP-HPLC method has been developed for the simultaneous quantification of Gallic acid, Quercetin and Glycyrrhizin equivalents in the methanolic extracts of Abrus precatorius (MEAP) and Cordia wallichi leaves (MECW). Material and Methods: The RP-HPLC method was carried out in reverse phase C18 column, (5 µm, 250mm x 4.6mm i.d) Dionex Ultimate 3000 liquid chromatography and detection was carried out at 254nm, using a mobile phase of Water: Acetonitrile: Methanol (pH 3.5) (15:15:70 v/v/v) with Isocratic reverse phase technique. Results: The experimental results showedthe amount of Gallic acid in the methanolic extracts of A. precatorius and C. wallichi leaves (0.63% and 0.36% respectively) , Quercetin(0.16% and 0.24% respectively), and Glycyrrhizin 0.11% in the extract of A. precatorius only. The high percentage of recovery (96-103%), low coefficient of variation (R2> 0.99) and low limit of detection (LOD), and limit of quantitation (LOQ) confirm the suitability of the method for simultaneous quantification of these three biomarkers in the two plants under investigation. Conclusion: This RP-HPLC may be useful for quantitative estimation of the chemical constituents present in the herbal product.
Keywords: Simultaneous quantification, RP-HPLC, Biomarkers, Abrus precatorius, Cordia wallichi
INTRODUCTION: Medicinal plants are also major raw materials for the pharmaceutical industry and thus have gained importance in the global drug market. However, the unavailability of documentation and rigorous quality control acts as a key hindrance in the approval of herbal products as alternative medicine in developed countries.
Abrus precatorius (L.) (Family Fabaceae) is a perennial climber, native to India and found throughout the tropical regions of the world. It is used in traditional medicine for the treatment of a wide range of ailments.
The leaves are used as sweeteners and also have therapeutic effects in treating fever, cough and cold while the seeds have been used in the treatment of worm infection, vitiligo patches, baldness 1, aphrodisiac, anti-diabetic, anti-cancer, anti-oxidative, anti-inflammatory, anti-microbial, anti-fertility in males, abortifacient in females 2, 3, 4. The seed kernels are found to contain flavonoids, abrectorin and glycoside semethoxycentaureidin 7-O-rutinoside 5, 8-C glucosylscutellarine 6, 7-dimethyl ether, 2-O-apioside flavones C-glycoside, alkaloids, methyl ester of N-N dimethyl-tryptophanmethylation and precatorine 6, indole derivatives, anthocyanins, sterols, terpenes. Despite many reports on the medicinal properties of Abrus precatorius and Cordia wallichi leaves, no paper has reported the simultaneous quantification of Gallic acid, Quercetin and Glycyrrhizin in the selected plants using RP-HPLC. Consequently, present study was focused on the quantitative estimation in the methanolic extracts of Abrus precatorius and Cordia wallichi leaves for the identification of Gallic acid, Quercetin and Glycyrrhizin equivalents by Reverse phase high performance thin layer chromatography. Three major chromatographic peaks were detected, attributed to, Gallic acid, Quercetin and Glycyrrhizin which have all been reported as major phytoconstituents for healing many disorders. This article presents a simple, accurate, reproducible and thoroughly validated RP-HPLC-based method for qualitative and quantitative analysis of these three phytoconstituents, as part of the quality assessment of products containing methanolic extracts of Abrus precatoriu s(MEAP) and Cordia wallichi leaves (MECW).
FIG. 1: THE CHEMICAL STRUCTURES (A) GALLIC ACID, (B) QUERCETIN AND (C) GLYCYRRHIZIN
MATERIALS AND METHODS:
Collection and Extraction of Plants: The authentic plant materials of Abrus precatorius and Cordia wallichi leaves were collected from Kamrupdistrict, Assam and identified and authenticated by Dr. T. G. Gohil, taxonomist and HOD of Botany, Botanist in B.K.M Science College, Valsad (Gujarat). The voucher specimens Ref. no. (BKM/Bio/37/2018) were deposited Botany Department of BKM Science College, Valsad, Gujarat for further reference.Both the plant leaves were washed with water to remove any dust particles, shade dried, powdered and then sieved through BSS mesh size 85 and stored at 25oC in an airtight container for extraction. The dried plant materials were pulverized by using a mechanical grinder to make a coarse powder. Then 940 gm of powder was soaked with 95% methanol at room temperature (25ºC) for successive extraction. The whole extract was collected, and filtered and the solvent was evaporated to dryness under reduced pressure and temperature (45 ºC) by using DOLPHIN Rotary Evaporator (Mumbai, India). The yield of methanolic extracts of Abrus precatorius and Cordia wallichi were found to be 12.8% w/w and 5.2% w/w respectively. Dried extracts were stored at 4 ºC for further use 7, 8, 9.
Chemicals: Reference standards of Gallic acid (GA), Quercetin (QUE) and glycyrrhizin (GLY) were purchased from Sigma-Aldrich GmbH, Germany. All other solvents and chemicals were of the highest analytical grade. The HPLC-grade solvents such as methanol, acetonitrile and water were purchased from Merck (Germany).
RP-HPLC Instrumentation and Chromato-graphic Conditions: HPLC analyses were performed with Shimadzu LC2010 CHT integrated assembly, equipped with a UV detector, quaternary pump and autosampler, a manual sample injection valve equipped with a 20µL loop and LC solution software: Version: 1.25 as data processor. The separation was achieved by a reversed-phase Phenomenex Gemini C18 column, (5 µm, 250 mm x 4.6mm i.d). The mobile phase Acetonitrile: Methanol: Water (pH 3.5 with orthphosphric acid) (15:15:70 v/v/v) finally adopted with a flow rate of 1 µL min-1and column compartment temperature of 25ºC. The detection wavelength was 254 nm, followed by washing and reconditioning the column. The chromatographic peaks of the analytes were confirmed by their retention times and UV spectra with those of the reference standards. Working standard solutions were injected into the HPLC, and peak area responses obtained. Standard graphs were prepared by plotting concentration (µg mL-1) versus peak area. Gallic acid, quercetin and glycyrrhizin were quantified by an external standard method.
Selection of Wavelength: A UV spectrum of Gallic acid, Quercetin and Glycyrrhizin in methanol was noted by scanning the solution in the range of 200-400 nm, Gallic acid, Quercetin, and Glycyrrhizin were showing significant absorption at 248 nm. Thus, 248 nm was selected as the wavelength for analysis.
FIG. 2: AN UV OVERLAY SPECTRA OF QUERCETIN, GALLIC ACID AND GLYCYRRHIZIN IN METHANOL (248NM)
Preparation of Standard and Sample Solutions: A standard solution of gallic acid, quercetin and glycyrrhizin were prepared in methanol (1 mg/mL. It was further diluted to 100μg/ml in methanol. Calibration samples were prepared in the range of 40-200 μg/ml. The plant extracts, 1 gm powder extract with 25 ml methanol. The process was repeated three times, combining the methanolic extracts and volume was madeup to 100 ml with methanol both the standard and sample solutions were filtered through Whatman NYL 0.45 mm syringe filter. The resulting solution was injected to find the amount of components present in the powder. The responses were measured as peak areas vs concentration.
Preparation of Mobile Phase: Mobile phase was prepared by using Acetonitrile: Methanol: Water (15:15:70 v/v/v). The pH of water was adjusted 3.5 with orthophosphoric acid. The orthophosphoric acid and all the solvents were filtered through 0.45 mm Millipore membrane filter followed by ultra-sonication to de-gas the solvent system.
Method Validation: The method was validated for linearity, specificity, limit of detection (LOD), limit of quantification (LOQ), accuracy and precision according to ICH guidelines 10.
Linearity: The linearity range of oleanolic acid was analyzed (n=6) of the standard solutions containing gallic acid, quercetin and glycyrrhizin of 40-200 μg/ml in the optimized chromatographic conditions. The calibration curve was made by plotting the main peak area in Y-axis vs the concentration in X-axis and linearity was determined by the linear regression analysis.
Specificity: The specificity of the method was determined by comparing the retention time of the standard and test samples. This mainly ensures the identity and the purity of the analyte and to minimize the error of the result.
Limit of Detection (LOD) and Limit of Quantification (LOQ): The LOD and LOQ were calculated based on the ICH guideline by determining the SD of the response (σ) and the slope of the linear equation (S). The LOD and LOQ were calculated by the following equation;
LOD = 3.3 σ / S
LOQ = 10 σ / S
Accuracy and Precision: Intra-day and inter-day assay accuracy and precision for each analyte were determined at Low quality control (LQC), Medium quality control (MQC) and High quality control (HQC). Both data were assessed by comparing the data within one run (n =6). Accuracy of the method was determined by standard addition technique and expressed in terms of % RSD. The precision of the method was analyzed by performing intra-day and inter-day variation, assessed by injecting six replicates at three different concentrations of the reference compounds. The values were represented as % RSD.
Robustness: Robustness study was performed by changing different mobile phase composition, flow rate and detection of wave length to determine their influence on the retention time. Statistical analysis was performed using the Graph Pad Prism Version 5.0 and results are represented as the mean ± % RSD.
RESULTS:
Optimization of Chromatographic Conditions: The chromatographic separation was determined through Isocratic reversed-phase technique. The separation was achieved by a reversed-phase Phenomenex Gemini C18 column, (5 µm, 250mm x 4.6mm i.d). The mobile phase Acetonitrile: Methanol: Water (pH 3.5 with orthphosphric acid) (15:15:70 v/v/v) finally adopted with a flow rate of 1 µL min-1and column compartment temperature of 25ºC. The detection wavelength was 248 nm. Sharp, symmetrical and with high resolution were obtained at Retention Time (Rt) 3.46±0.01, 5.03±0.02 and 9.37±0.03 for gallic acid, quercetin and glycyrrhizin respectively. Quantification of the selected three markers in the selected plants was done with respect to a linear regression equation. The results of the quantification of active markers in the MEAP and MECW are summarized in Table 1. Fig. 3, 4, 5 represents the chromatograms for standard markers as well as in MEAP and MECW at optimum chromatographical conditions,
TABLE 1: ASSAY RESULTS IN THE EXTRACTS
Methanolic extracts | Peak area of Standard (AUC) | Peak Area of the sample (AUC) | % Content | ||||||
GAE | QE | GE | GAE | QE | GE | GAE | QE | GE | |
Abrus precatorius
|
29947± 09.51 | 21596±
71.81 |
24295±
22.52 |
9475±
09.50 |
1699±
08.91 |
1305±
10.01 |
0.63 | 0.16 | 0.11 |
Cordia wallichi | 29947± 09.51 | 21596±
71.81 |
ND | 5458±
11.01 |
2598±
09.52 |
ND | 0.36 | 0.24 | ND |
FIG. 3: CHROMATOGRAM OF STANDARDS USING MOBILE PHASE WATER: ACETONITRILE: METHANOL (15: 15: 70V/V/V)
FIG. 4: CHROMATOGRAMS OF METHANOLIC EXTRACTS OF ABRUS PRECATORIUS LEAVES (MEAP) USING MOBILE PHASE WATER: ACETONITRILE: METHANOL (15:15:70V/V/V)
FIG. 5: CHROMATOGRAMS OF METHANOLIC EXTRACTS OF CORDIA WALLICHI LEAVES (MECW) USING MOBILE PHASE WATER: ACETONITRILE: METHANOL (15:15:70V/V/V)
Linearity: The calibration range of for gallic acid, quercetin and glycyrrhizin were found to be 40-200 µg/mL. The coefficient of determinants (r2) of for gallic acid, quercetin and glycyrrhizin were found to be 0.996 with linear equation Y=524562X-116219, Y= 9470X+26811 and Y=11063X+17379 respectively.
FIG. 6: GRAPH REPRESENTING THE CALIBRATION CURVE OF GALLIC ACID
FIG. 7: GRAPH REPRESENTING THE CALIBRATION CURVE OF QUERCETIN
FIG. 8: GRAPH REPRESENTING THE CALIBRATION CURVE OF GLYCYRRHIZIN
Specificity: By the specificity test, the well-shaped peak indicated that other constituent present in the methanolic extracts of the leaves of Abrus precatorius and Cordia wallichi does not interfere with the main peak of gallic acid, quercetin and glycyrrhizin.
Limit of Detection (LOD) and Limit of Quantification (LOQ): The LOD and LOQ of gallic acid, quercetin and glycyrrhizin were found to be 14.64 ± 0.63 and 44.37 ± 0.87 mg/m, 13.45 ± 0.92and 40.75± 0.43 and 15.01± 0.22 and 45.47± 0.82 respectively.
Accuracy: High recoveries were obtained by the fortification of the sample at three QC levels for GA, QUE and GLY. It is evident from the results that the percent recoveries for three markers after sample processing and applying were in the range of 98.23-99.69% (gallic acid), 98.79-99.57% (quercetin) and 99.01-99.51% (glycyrrhizin) as shown in Table 2.
TABLE 2: RECOVERY STUDIES FOR DETERMINATION OF GALLIC ACID, QUERCETIN AND GLYCYRRHIZIN IN ABRUS PRECATORIUS
Biomarker | Amount added | Sample concentration (µg/mL) | Theoretical concentration (mg/mL) | Actual concentration (mg/mL) | Percentage recovery |
Gallic acid | 50 | 63 | 113 | 111 | 98.23 |
100 | 63 | 116 | 162.5 | 99.69 | |
150 | 63 | 213 | 209.9 | 98.54 | |
Quercetin | 50 | 16 | 66 | 65.2 | 98.79 |
100 | 16 | 116 | 115.5 | 99.57 | |
150 | 16 | 166 | 165.2 | 99.52 | |
Glycyrrhizin | 50 | 11 | 61 | 60.7 | 99.51 |
100 | 11 | 111 | 109.9 | 99.01 | |
150 | 11 | 161 | 159.95 | 99.35 |
The % RSD of intra-day and inter-day precision was found to be<2%, which confirms high repeatability of the method. Results are presented in Table 3.
TABLE 3: INTRA-DAY AND INTER-DAY PRECISION OF FOR GALLIC ACID, QUERCETIN AND GLYCYRRHIZIN BY USING HPLC METHOD
Gallic acid | |||||||
Intra Day(n=6) | Inter Day(n=6) | ||||||
Rt(Min) | Response(AU) | Rt(Min) | Response(AU) | ||||
Mean | %RSD | Mean | %RSD | Mean | %RSD | Mean | %RSD |
3.46 | 0.242 | 893354 | 0.01 | 3.45 | 0.508 | 893357.33 | 0.01 |
3.43 | 0.160 | 1947737 | 0.002 | 3.44 | 0.622 | 1947563.7 | 0.021 |
3.45 | 0.351 | 2994690 | 0.007 | 3.45 | 0.367 | 2994763.3 | 0.001 |
Quercetin | |||||||
Intra Day(n=6) | Inter Day(n=6) | ||||||
Rt(Min) | Response(AU) | Rt(Min) | Response(AU) | ||||
Mean | %RSD | Mean | %RSD | Mean | %RSD | Mean | %RSD |
5.05 | 0.583 | 657824 | 0.011 | 5.05 | 0.593 | 657610.83 | 0.062 |
5.07 | 0.738 | 1452992 | 0.033 | 5.06 | 0.537 | 1452532.3 | 0.041 |
5.06 | 0.570 | 2159476 | 0.018 | 5.05 | 0.560 | 2159624.2 | 0.004 |
Intra Day(n=6) | Inter Day(n=6) | ||||||
Rt(Min) | Response(AU) | Rt(Min) | Response(AU) | ||||
Mean | %RSD | Mean | %RSD | Mean | %RSD | Mean | %RSD |
9.35 | 0.416 | 658117.8 | 0.015 | 9.35 | 0.410 | 658307.83 | 0.048 |
9.35 | 0.468 | 1505401 | 0.003 | 9.33 | 0.491 | 1505420.3 | 0.004 |
9.34 | 0.397 | 2429046 | 0.034 | 9.34 | 0.382 | 2429543 | 0.002 |
Robustness: The robustness was evaluated by analyzing (n= 6) the standard solution of gallic acid, quercetin and glycyrrhizin (120µg/mL) under the small changes (±2) in the optimum conditions such as column temperature, flow rate, detection of wavelength and pH. But no significant changes were observed in the retention time, peak area, and recovery study.
Content of Gallic Acid, Quercetin and Glycyrrhizin Methanolic Extracts of Abrus precatorius (MEAP) and Cordia wallichi Leaves (MECW): The mean retention time of gallic acid, quercetin and glycyrrhizin were observed 3.46±0.02, 5.03±0.04 and 9.37±0.02. The experimental results showed the amount of Gallic acid acid in the methanolic extracts of A. precatorius (L.) and C. wallichi (D.) leaves (0.63% w/w and 0.36%w/ respectively), Quercetin (0.16% w/w and 0.24% w/w respectively) and Glycyrrhizin 0.11%w/w in the extract of A. precatorius only.
DISCUSSION: Chemical marker plays an important role to ensure the quality of medicinal plants and their products. The limited evidence of chemical marker remains a major problem for the quality control of herbal medicines. Keeping in view, our present study dealt with the simultaneous estimation of gallic acid, quercetin and glycyrrhizin in HPLC and RP-HPLC method development in the methanolic extracts of the leaves of selected plants to ensure the content of active Phyto molecule responsible for physiological activity 11, 12.
A validated RP-HPLC method has been developed for the simultaneous determination of gallic acid, quercetin in the methanolic extracts of Abrus precatorius and Cordia wallichi leaves. Thus, it is utmost essential to determine most of the phytochemicals of medicinal plant products in order to ensure the reliability and repeatability of pharmacological research to ensure the quality of the medicinal plant products 13. Our present study dealt with the RP-HPLC method validation of leaves of Abrus precatorius and Cordia wallichi to ensure the content of active Phyto molecules as well as reproducibility of the developed method 14. The developed method was validated to quantify the amount of gallic acid, quercetin in the methanolic extracts of Abrus precatorius and Cordia wallichi leaves. This method was also found accurate, specific, precise, robust and reproducible with a narrow linearity range 15-18.
CONCLUSION: HPLC fingerprinting, estimation, and method validation of the methanolic extract of leaves of the selected plants were performed which confirmed the presence of the flavonoid quercetin, gallic acid, and glycyrrhizin equivalents in the extracts, which will definitely help future researchers for quantification of plant phytoconstituents.
ACKNOWLEDGEMENTS: Authors wish to acknowledge, Entire team of Emami Limited Masat, Quality Control Department, Dadra and Nagar Haveli (U.T) India, for providing excellent facilities to carry out HPLC work. We also would like to extent our sincere thanks to Dr. Prateek Patel, Quality Control Head, Emami Limited, Vapi (Gujarat) Plant for his unprecedented support and encouragement for development and providing HPLC facilities for this research work.
CONFLICTS OF INTEREST: We declare that we have no conflict of interest.
REFERENCES:
- Khare CP: Indian Medicinal Plants: An Illustrated Dictionary Springer-Verlag. Berlin 2007; 699-700.
- Shukla PK, Misra A, Kumar B, Niranjan A and Srivastava S: Simultaneous RP-HPLC quantification of four phenolics in Elephantopus scaber and their in-vitro pharmacological validation. Indian Journal of Pharmaceutical Education and Research 2020; 54(2): 368-73.
- Beltreschi L, de Lima RB and da Cruz DD: Traditional botanical knowledge of medicinal plants in a “quilombola” community in the Atlantic Forest of northeastern Brazil. Environment, Development and Sustainability 2019; 21: 1185-203.
- Isenberg SL, Carter MD, Miller MA, Noras AI, Mojica MA, Carlsen ST, Bulathsinghala CP, Thomas JD and Johnson RC: Quantification of ricinine and abrine in human plasma by HPLC–MS-MS: biomarkers of exposure to ricin and abrin. Journal of Analytical Toxicology 2018; 42(9): 630-6.
- Qian H, Wang L, Li Y, Wang B, Li C, Fang L and Tang L: The traditional uses, phytochemistry and pharmacology of Abrus precatorius: A comprehensive review. Journal of Ethnopharmacology 2022; 296: 115463.
- Ghosal S and Dutta SK: Alkaloids of Abrus precatorius. Phytochemistry 1971; 10(1): 195-8.
- Nag M, Kar A, Chanda J and Mukherjee PK: RP-HPLC analysis of methanol extract of Viscum articulatum. Journal of Ayurveda and Integrative Medicine 2020; 11(3): 277-80.
- Park JS, Kim IS, Rehman SU, Na CS and Yoo HH: HPLC determination of bioactive flavonoids in Hovenia dulcis fruit extracts. Journal of Chromatographic Science 2016; 54(2): 130-5.
- Kumar BR: Application of HPLC and ESI-MS techniques in the analysis of phenolic acids and flavonoids from green leafy vegetables (GLVs). Journal of Pharmaceutical Analysis 2017; 7(6): 349-64.
- ICH I. Q2 (R1): Validation of analytical procedures: text and methodology. In International conference on harmonization, Geneva 2005; 1-13.
- Vaidya V, Kondalkar P, Shinde M and Gotmare S: HPTLC fingerprinting for simultaneous quantification of harmine, kaempferol, diosgenin and oleic acid in the fruit extract of Tribulus terrestris and its formulation. Int J Pharm Sci Res 2018; 9: 3066-74.
- Kamboj A and Saluja AK: Development of validated HPTLC method for quantification of stigmasterol from leaf and stem of Bryophyllum pinnatum. Arabian Journal of Chemistry 2017; 10: 2644-50.
- Gökbulut A: Validated RP-HPLC method for quantification of phenolic compounds in methanol extracts of aerial parts and roots of Thymus sipyleus and evaluation of antioxidant potential. Tropical Journal of Pharmaceutical Research 2015; 14(10): 1871-7.
- Mukherjee PK, Bahadur S, Chaudhary SK, Kar A and Mukherjee K: Quality related safety issue-evidence-based validation of herbal medicine farm to pharma. In Evidence-based Validation of Herbal Medicin 2015; 1-28.
- Sahani SW and Jain VA: A novel RP-HPLC method for simultaneous estimation of berberine, quercetin, and piperine in an ayurvedic formulation. Inter J Appl Pharma 2019; 11: 94-.
- Tsochatzis ED and Tzimou-Tsitouridou R: Validated RP-HPLC method for simultaneous determination of tocopherols and tocotrienols in whole grain barley using matrix solid-phase dispersion. Food Analytical Methods 2015; 8: 392-400.
- Rossini EL, Milani MI, Carrilho E, Pezza L and Pezza HR: Simultaneous determination of renal function biomarkers in urine using a validated paper-based microfluidic analytical device. Analytica chimica Acta 2018; 997: 16-23.
- Chaudhary P and Patel HU: RP-HPLC and Spectrophotometric determination of rutin Trihydrate, Berberine chloride and trigonelline Hydrochloride in Antidiabetic Polyherbal Formulations. Research Journal of Pharmacy and Technology 2020; 13(7): 3293-9.
How to cite this article:
Sengupta R: “Quantitative simultaneous RP-HPLC estimation of gallic acid, quercetin and glycyrrhizin in the methanolic extracts of Abrus precatorius and Cordia wallichi leaves ’’. Int J Pharm Sci & Res 2023; 14(10): 4929-36. doi: 10.13040/IJPSR.0975-8232.14(10).4929-36.
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4929-4936
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English
IJPSR
Rupa Sengupta
Girijananda Chowdhury Institute of Pharmaceutical Sciences (GIPS), Guwahati, Assam, India.
rupasengupta222@rediffmail.com
21 February 2023
06 July 2023
15 July 2023
10.13040/IJPSR.0975-8232.14(10).4929-36
01 October 2023