Synergistic effect of Moringa Leaves and Antifungal on Candida albicans
Hadeel Esam Hassan, Sundus Hameed Ahmed
College of Science, Mustansiriyah University, Baghdad, Iraq.
*Corresponding Author E-mail: drsundusahmed@uomustansiriyah.edu.iq
ABSTRACT:
Background: Increasing interests on the medicinal benefits of Moringa oleifera that is widely used as antibiotic, antioxidants, and nutrients due to high contains of minerals and vitamins. Objective: the goal of the current research is to extract the active materials from oleifera leaves and apply it as anti microbe. Materials and Methods: Different methods were used to extract the active compounds from oleifera leaves using cold water, hot water, and a mixture of water and alcohol in different ratios and hot alcohol. Suspensions of fungal and bacteria were also prepared for testing. Results: the results shows that the most active materials were extracted using hot alcohol, followed by hot water process and finally cold alcohol. The extracts show different bioactivities upon the percentage of the active materials in the extract solution. Conclusions: Oleifera leave extract can be used as bioactive material against C. albicans Moringa extracts and the antifungal nystatin, miconazol, and clotremazol showed the highest efficacy at 95/5, 50/50, and 75/25 on Candida albicans resprctively.
KEYWORDS: Oleifera leaf, extract, C. albicans, water, alcohol extraction.
INTRODUCTION:
Moringa oleifera Lam. is a Moringaceae tree that grows quickly and is drought tolerant. Moringa, drumstick tree (for the long and slender seedpods), horseradish tree (for the roots that taste like horseradish), ben oil tree (for being high in behenic acid), and miracle tree are some of the common names given to it (for the medicinal properties)1,2,3. For many years, moringaolifera has been used for health benefits. According to the WHO, over 5.6 billion people, or 80 percent of the world's population, rely on medicinal plants as part of their primary health care needs4,5. In locations where medicinal plants are important, there is still a lot of knowledge about how to use them for various conditions. Medicinal plants are used to treat a variety of acute and chronic illnesses6. In certain circumstances, it's difficult to tell the difference between a medical herb and a food supplement. In most situations, the medicinal and/or nutritional value of a plant is found in numerous compounds within the plant, the direct action of which may not yet be fully understood7,8.
Candida albicans is an opportunistic fungal pathogen that lives as a harmless commensal in the gastrointestinal and genitourinary tracts of around 70% of individuals and approximately 75% of women at some point in their lives9,10,11. For immune compromised patients, some immunologically weak individuals, and even healthy people, it becomes an opportunistic pathogen. Candida albicans infection is generally referred to as candidiasis. Candidiasis is divided into two categories based on the severity of the infection.
The first category includes mucosal infections, the most well-known of which is thrush, which is marked by white spots on diseased membranes. Infections of the gastrointestinal epithelial cells, vaginal, or or opharyngeal mucosa are the most common. Furthermore, Vulvo Vaginal Candidiasis (VVC) is quite frequent among women, and some of them suffer from recurrent Vulvo Vaginal Candidiasis (RVC) (RVVC). It, on the other hand, causes life-threatening, systemic infections in critically ill patients; with a high fatality rate is about 30%12,13,14,15. HIV-positive patients, transplant recipients, chemotherapy patients, and low-birth-weight newborns are all susceptible to systemic Candida infections16,17,18,19.
The current research aimed to extract the active materials from oleifera leaves, and investigate its bioactivity against certain microbes
MATERIALS AND METHODS:
Preparing of plant extracts:
Three extracts of moringa leaves are prepared as fallowing:
Cold Water Extract:
Anesini and Perez (1993)9 method is adopted in preparing aqueous by weighed 100gm of powder and leaves put it in a special beaker and added 500ml of distilled and sterile water to it. The beaker was left in the vibrating incubator for 24 hours at a temperature of 37 °C, then the aqueous extract is filtered first by using a Buchner funnel with a piece of gauze to remove the large plant parts and secondly using Whatman No.1 filter paper. The filtrate was exposed to centrifuge with a force of 2500rpm for 15 minutes and then the filtrate is taken and put in the incubator at a temperature of 37°C for 48-72hours to obtain the powder, where it was put in the refrigerator under 4°C until use.
Hot Water Extract:
Anesini and Perez (1993)9 method is adopted in preparing aqueous by weighed 100gm of Moringa leaves and add 500ml of sterile distilled water to it, then put it in a saxolith device for 24hours, then filter it by a piece of gauze and then filter it by the filter unit (whatman1), then itake the filter and collect it in suitable glass containers, It is placed in the incubator at a temperature of 40-45 degrees Celsius until it dries up until it is ready for use.
Cold Alcoholic Extract:
Method is adopted in preparing aqueous by weighed 100 gm of powder and leaves put it in a special beaker and added 600ml of ethanol alcohol to it. The beaker was left in the vibrating incubator for 24hours at a temperature of 37°C, then the alcoholic extracts is filtered first by using a Buchner funnel with a piece of gauze to remove the large plant parts and secondly using Whatman No.1 filter paper. The filtrate was exposed to centrifuge with a force of 2500rpm for 15 minutes and then the filtrate is taken and put in the incubator at a temperature of 40-45°C for 48-72hours to obtain the powder, where it was put in the refrigerator under 4 °C until use. (Ladd et al, 1978)10.
Hot alcohol Extract:
method is adopted in preparing aqueous by weighed 100 gm of moringa leaves and placed in a piece of gauze and then placed inside the saxolites device and 700ml of ethanol alcohol was added to it at a concentration 99% for 24hours. The process was repeated several times to obtain a sufficient amount of the active substance, then the sample was transferred to a glass beaker with a known weight after filtering it with a glass funnel and a piece of gauze. It was placed in the incubator at a temperature of 40-45 degrees Celsius until it dries up until it is ready for use. (Ladd et al, 1978)10.
Preparation of 70% alcoholic water extract:
Method is adopted in preparing by weighed 100gm of Moringa leaves were placed in 70percent, equivalent to 420ml of ethanol alcohol and 180ml of distilled water, and 400ml of the extract was obtained (Vongsak et al., 2013)11.
Activation and Preparation of the Fungal Suspension:
The fungal suspension was prepared by taking a few colonies by loop and put them in tubes containing mullerhinton broth for activating the fungal, then incubated the tubes to 18 hours. For each 1ml of the suspension, where it is preferred that the fungal number be close to (1.5 x 108) cells/ml. The isolates in our study were cultivated by using the agar well diffusion method 190.1ml of the fungal suspension with a number of 10^8 cells/ml were spread on the surface of the culture medium, then we make a well in 10mm. In the culture medium, then equal quantities of different concentrations of the plant extract were placed in these wells. Then left for 15 minutes until the extract was absorbed. Then incubated at 37°C for 24 hours, the inhibition zone was measured in mm by Vernia.
Qualitative analysis of some bioactive components of plant extracts:
Glycosides:
The detection is performed by adding 2ml of Benedict's reagent to 1ml of the plant extract in a test tube, shaken the solution well and put in a boiling water bath for 5 minutes, then left the tube to cool and a red sediment is observed and this is evidence of the presence of glycosides20.
Tannins:
Several drops of a 1% FeCl3 solution are added to a test tube containing 0.5ml of the extract and the appearance of a bluish green color was evidence of the presence of tannins21.
Phenols:
It was detected by using a solution of ferric chloride (Ferric Chloride), which is prepared by dissolving ferric chloride salt in distilled water at a ratio of (1%). This reagent gives a green or blue color when added to the amount of extract in the watch glass containing the phenolic compounds.
Flavonoids:
The detection solution is prepared by adding 10ml of ethyl alcohol at a concentration of 50% to 10ml of a solution of potassium hydroxide (KOH) at a concentration of 50%, after which equal quantities of the solution and the plant extract are mixed, and the appearance of the yellow color was evidence of the presence of flavonoids 22.
Saponin:
The test is performed by following the two methods below:
A- An aqueous solution of plant powder is prepared in the study and separately. The solution was placed in a test tube and was shaken very strongly. The appearance of thick and persistent foam for a long time was evidence of the presence of soap 23.
B- (1-3) ml of mercuric chloride solution (HgCl2) at a concentration of 1% is added to 5 ml of the plant extract, and a white precipitate appeared as evidence of positive detection 19.
Coumarins:
Coumarin was detected according to what was mentioned in 24. A little plant extract was placed for each of the aforementioned extracts in test tubes. The tubes were covered with filter papers moistened with diluted sodium hydroxide (NaOH) solution, and the tubes were placed in a boiling water bath for a few minutes, then the filter papers were exposed to a source of ultraviolet light. The appearance of a bright greenish-yellow color indicates the presence of coumarin.
Resins:
I followed the method presented in Al-Zubaidi 2020 25 for the detection of resins, (10) ml of each extract was taken and (20) ml of distilled water acidified with hydrochloric acid (4% HCl) was added to it. The presence of resins was indicated by the appearance of turbidity.
Alkaloids:
There are two methods for detection:
To begin, take one mL of the extract and mix in a few drops of Marquis reagent. The tint changed to a gritty gray color, indicating that alkaloids were present. Second, Mayer's reagent was applied to one ml of the extract, and the formation of a white precipitate or cream indicated the presence of alkaloids 23.
Examination of the synergistic effect of moringa extracts with anti-fungal Saginstc. albicans:
According to the method of the Veterinary Drugs Research and Production Center, The following antifungals have been used (nystatin - clotrimazole - miconazole nitrite)It worked like this:
A. 0.1 gm of dried samples of moringa extracts were dissolved in 10 ml of distilled water and then placed in the Vortex device in order for the dissolution process to take place well.
B. 0.01 g of the three anti-fungals (nystatin-clotremazole-miconazole nitrate )used in this research is dissolved in 10 ml of distilled water(pH 6) and supplement the dissolution with a Vortex device and a little heat if necessary in order for the dissolution to take place well, and then we make a number of dilutions, which are as follows:
1. First dilution, 50 ul of moringa extract and 50 ul of anti-fungals are taken and placed in culture media.
2. The second dilution is taken 75 ul of moringa extracts and 25 ul of anti-fungal and placed on culture media.
3. The third dilution is taken 95 ul of Moringa extracts and 5 ul of anti-fungal and applied to culture media, The dishes are placed in the incubator for 24 hours, after which we observe the results and measure the diameters.
RESULTS AND DISCUSSION:
The results as presented in Table 1; the phytochemical screening conducted on leaf extract of Moringaoleifera revealed the presence of some bioactive components such as alkaloids, tannins, phenol, flavonoids, glycosides, saponins, tannins and protein . The presence of some of these bioactive components confirms similar research conducted by 26, 27, 28.
Table 1: The Chemical constituents of leaf extracts of Moringa Oleifera
|
Detection type |
Cold Alcoholic Extract |
Cold Water Extract |
Hot water Extract |
Hot Alcohol Extract |
70% Alcoholic water Extract |
1 |
Tannins Test |
+ |
+ |
+ |
+ |
+ |
2 |
Carbohydrate Test |
_ |
_ |
_ |
_ |
_ |
3 |
Glycosides Test |
+ |
+ |
+ |
+ |
+ |
4 |
Phenols Test |
+ |
+ |
++ |
_ |
+ |
5 |
Resins Test |
+ |
_ |
_ |
+ |
_ |
6 |
Flavonoids Test |
+ |
+ |
+ |
+ |
+ |
7 |
Saponin Test |
+ |
+ |
+ |
+ |
+ |
8 |
Alkaloid Test |
+ |
+ |
+ |
+ |
+ |
9 |
Protein Test |
+ |
+ |
+ |
+ |
+ |
10 |
Coumarins Test |
+ |
+ |
+ |
+ |
+ |
11 |
Terpenes Test |
_ |
_ |
_ |
_ |
_ |
12 |
Steroids Test |
_ |
_ |
_ |
_ |
_ |
Table No. ( 2) and Fig (1) shows significant differences for the effect of Moringa extracts and nystatin on Candida albican, as it found that the concentration 50/50 hot alcoholic extract showed the highest inhibition Zone 25mm followed by the cold alcoholic extract 24.67 in compared with other extract hot water extract, 70% cold aqueous alcohol (20, 1.33, 16mm) respectively.
It was also found that the 25/75 dilution showed significant differences between the extracts, as it was found that the hot alcoholic extract had the highest inhibition zone on Candida albican 25.33mm in compared to other hot water extracts, 70% cold water alcoholic (19.33, 19, 15, 15mm), respectively. While at 95/5 dilution, it was found that the hot alcoholic extract showed the highest inhibitory activity against Candida albican mm 26 in compared to the other extracts: hot water, cold alcoholic, and 70% alcoholic water ( 17, 16, 14.33) ), respectively.
Table 2: Shows the results of the synergistic efficacy of Moringa leaf extracts with the antifungal Nystatin on Candida albicans
Moringa extracts |
50:50:00 |
75:25:00 |
95:05:00 |
p value |
Cold Alcoholic |
24.67 ±0.58 A a |
19 ±1 A b |
16 ±1 A c |
sig |
Cold water |
16 ±1 B a |
15 ±2 B a |
- |
not sig |
70%Alcoholic |
18.33 ±2.08 C a |
15 ±1 B a |
14.33 ±2.52 B a |
not sig |
Hot Alcoholic |
25 ±1 A |
25.33 ±1.53 C |
26 ±1 C |
not sig |
Hot Water |
20 ±1 C |
19.33 ±3.06 A |
17 ±2 A |
not sig |
p value |
Sig |
sig |
Sig |
|
Figure 1: The inhibition zone of C. albicans against moringa extract and nystatin
Table No. ( 3) and Fig(2)shows significant differences for the effect of Moringa extracts and miconazole on Candida albican, as it found that the concentration 50/50hot alcoholic extract showed the highest inhibition Zone 26.33mm followed by the cold alcoholic extract 23 in compared with other extract Cold water, Hot water, 70% alcoholic l (17, 16, 14.67mm) respectively. It was also found that the 25/75 dilution showed significant differences between the extracts, as it was found that the hot alcoholic extract had the highest inhibition zone on Candida albican 24 mm in compared to other Cold alcoholic,hot water, 70% alcoholic, cold water (21.33, 17, 16.33, 13.67mm), respectively While at 95/5 dilution, it was found that the hot alcoholic and cold alcoholic extract s showed the highest inhibitory activity against Candida albican 25 mm in compared to the other extracts: hot water, 70% alcoholic, cold water (16, 14.33, 13), respectively.
Table 3: Shows the results of the synergistic efficacy of Moringa leaf extracts with the antifungal Miconazole on Candida albican
Moringa extract |
50:50:00 |
75:25:00 |
95:05:00 |
Pvalue |
Cold Alcoholic |
23±1 A a |
21.33±2.08 A a |
25±1 A a |
Not sig |
Cold water |
17±1 B a |
13.67±0.58 B b |
13±1 B b |
sig |
70%Alcoholic |
14.67±1.15 B a |
16.33±2.52 C a |
14.33±1.53 B a |
Not sig |
Hot Alcoholic |
26.33±0.58 C a |
24±1 A a |
25±1 A a |
Not sig |
Hot Water |
16±1 B |
17±1 C |
16±1 B |
Not sig |
P value |
Sig |
Sig |
sig |
|
Figure 2: Inhibition zone of C. albicans against moringa extract and Miconazole nitrate
Table No. ( 4) and Fig(3)shows significant differences for the effect of Moringa extracts and clotremazol on Candida albican, as it found that the concentration 50/50hot alcoholic extract showed the highest inhibition Zone 23mm followed by the cold alcoholic 22.67 in compared with other extract Hot water, Cold water, 70% alcoholic l (22, 20, 17mm) respectively. It was also found that the 25/75 dilution showed significant differences between the extracts, as it was found that the hot alcoholic extract had the highest inhibition zone on Candida albican 27 mm in compared to other Cold alcoholic, Hot water, 70% alcoholic,and Cold water, (23.33, 19, 18, 17mm), respectively While at 95/5 dilution, it was found that the Cold alcoholic showed the highest inhibitory activity against Candida albican 24.33mm in compared to the other extracts: Hot alcoholic, hot water, cold water,70% alcoholic, (23.33, 18, 16.33, 16) ), respectively.
Table 4: Shows the results of the synergistic efficacy of Moringa leaf extracts with the antifungal Clotremazol on Candida albican
Moringa extract |
50:50:00 |
75:25:00 |
95:05:00 |
P value |
Cold Alcoholic |
22.67±0.58 A a |
23.33±1.53 A a |
24.33±0.58 A a |
Not sig |
Cold water |
17±1 B a |
17±1 B a |
16.33±1.53 B a |
Not sig |
70% Alcoholic |
20±1 C a |
19±1 B a |
16±1 B b |
Sig |
Hot Alcoholic |
23±1 A a |
27.67±0.58 C b |
23.33±2.52 A a |
Sig |
Hot Water |
22±1 A a |
18±1 B b |
18±1 B b |
Sig |
P value |
Sig |
Sig |
Sig |
P value |
Fig 3: The inhibition zone of C. albicans against moringa extract and clotremazole
CONCLUSION:
1. The leaf of Moringa Oleifera has shown the presence of some bioactive components which possesses activity against some microorganisms.
2. Candida albicans is most sensitive to moringa extracts and antifungal (Nystatin, Miconazole nitrate, Clotremazole).
3. Moringa extracts and the antifungal nystatin showed the highest efficacy at 95/5 on Candida albicans.
4. Moringa extracts and the antifungal miconazol showed the highest efficacy at 50/50 on Candida albicans.
5. Moringa extracts and the antifungal clotremazol showed the highest efficacy at 75/25 on Candida albicans.
RECOMMENDATION:
· Further researches should be carried out on the dosage and in vivo evaluation of the leaf extract.
· Candida albicans is most sensitive to moringa extracts and antifungal (Nystatin, Miconazole nitrate, Clotremazole), it was recommended to carry out more studies toward other cell lines microbes.
ACKNOWLEDGMENT:
The authors would like to thank Mustansiriyah University (www.uomustansiriyah.edu.iq) Baghdad-Iraq for its support in the present work.
REFERENCE:
1. Desai SA. Darji D. Makwana M. In-Vitro Anti Bacterial Activity of Water Extract of Moringa oleifera Leaf Stalk. Research Journal of Pharmacognosy and Phytochemistry 2011, 3(6): 297-299.
2. Olson ME. Fahey JW. Moringaoleifera: Unárbolmultiusos para laszonastropicalessecas. Revista Mexicana de Biodiversidad 2011, 82: 1071–1082.
3. Sawant PS. Sankpal PB. Jagtap AM. Gavade AS. Vambhurkar GB. Formulation and Evaluation of Herbal Shampoo. Research Journal of Topical and Cosmetic Sciences 2020, 11(1):01-04. DOI: 10.5958/2321-5844.2020.00001.1
4. Panya T. Chansri N. Daodee S. Development and Evaluation of Lozenge from Moringa oleifera leaf extract. Research Journal of Pharmacy and Technology 2016, 9(7): 805-809. DOI:10.5958/0974-360X.2016.00154.2
5. Okoye EI. Awotunde TO. Morales TG. Formulation and Characterization of Moringa oleifera Leaf Granules. I: Micromeritic Properties. Research Journal of Pharmacy and Technology 2013, 6(1): 66-74. DOI:10.5958/0974-360X.2016.00154.2
6. Diallo D. Hveem B. Mahmoud MA. Berge G. et al. An Ethnobotanical survey of herbal drugs of Gourma district, Mali. Pharmaceutical Biology 1999, 37: 80–91. DOI: 10.1076/phbi.37.1.80.6313
7. Riyaniarti MM. Estri W. Widodo N. Widjajanto E. et al. Red Moringa oleifera leaf fermentation extract protecting Hepatotoxicity in Balb/C mice injected with Salmonella typhi through Nrf-2, HO-1, and SOD-2 signaling pathways. Research Journal of Pharmacy and Technology 2020, 13(12): 5947-5952. DOI:10.5958/0974-360X.2020.01038.0
8. Ghadage P K. Mahamuni SS. Kachare DS. Formulation and Evaluation of Herbal Scrub using Tamarind Peel. Research Journal of Topical and Cosmetic Sciences 2021, 12(1): 39-42. DOI: 10.52711/2321-5844.2021.00006
9. Anesini C. Perez C. Screening of plant used in Agrentine folk medicine for antimicrobial activity. Journal of Ethnopharmacology 1993, 39(2): 119-128. doi: 10.1016/0378-8741(93)90027-3.
10. Ladd JL. Jacobson M. Buriff CR. Japanese beetles extracts from neem tree seeds as feeding deterents. Journal of Economic Extomology 1978, 71: 810-813. https://doi.org/10.1093/jee/71.5.810
11. Vongsaka B. Sithisarna P. Mangmoolb P. Thongpraditchotec S. et al. Maximizing total phenolics, total flavonoids contents and antioxidant activity of Moringaoleifera leaf extract by the appropriate extraction method. Industrial Crops and Products 2013, 44: 566-571. https://doi.org/10.1016/j.indcrop.2012.09.021
12. Soll DR. Staebell M. Langtimm C. Pfaller M. Hicks J. Rao TV. Multiple Candida strains in the course of a single systemic infection. Journal of Clinical Microbiology 1988, 26(8): 1448-59. doi: 10.1128/jcm.26.8.1448-1459.1988.
13. Calderone RA. Candida and Candidiasis,AmericanSocietyfor Microbiology Press, Washington, DC, USA, 2002.
14. Sexton JA. Brown V. Johnston M. Regulation ofsugar transport and metabolism by the Candida albicans Rgt1transcriptional repressor, Yeast 2007, 24(10): 847–860. doi: 10.1002/yea.1514.
15. Henriques M. Silva S. Candida Albicans Virulence Factors and Its Pathogenicity. Microorganisms. 2021; 9(4): 704. https://doi.org/10.3390/microorganisms9040704
16. Schulze J. Sonnenborn U. Yeast in the Gut: from commensals to infectious agents. Deutsches Arzteblatt 2009, 106(51-52): 837–842. doi: 10.3238/arztebl.2009.0837.
17. Chaudhari-Urvashi R. Jaydeep C. Jigar V. Janhvi G. Herbal Radish and Carrot Topical gel. Research Journal of Topical and Cosmetic Sciences 2020, 11(2):65-69. DOI: 10.5958/2321-5844.2020.00012.6
18. Yadav AR. Mohite SK. Screening of In-vitro anti-inflammatory and Antifungal assay of Psidium guajava Leaf Extracts. Research Journal of Topical and Cosmetic Sciences 2020, 11(2): 62-64. DOI:10.5958/2321-5844.2020.00011.4
19. Ahmed SH. Synthesis of novel Iron Nanoparticles using the aqueous extract of the Pumpkin plant, and used it in the treatment of burns. Egyptian Journal of Chemistry 2022, 65(3-3): 353-362. 10.21608/EJCHEM.2021.91007.4330
20. Bashir AK. Pharmacogenetic Studies on Certain Sudanese Medicinal Plants Randianilotica and Grewiavillosa (Doctoral dissertation, PhD Thesis, 1980, University of Wales, Cardiff).
21. Burns RE. Method for estimation of tannin in grain sorghum 1. Agron Journal 1971, 63(3): 511-512. https://doi.org/10.2134/agronj1971.00021962006300030050x
22. Jaffer H. J.; Mohamed, M.J.; Jawad, A. M.; Naj, A. and Al-Naib, A. (1983). Phytochemical and biological Screening of some Iraqi Plant. Fitoterapialix (in Arabic).
23. Harbone JB. Phytochemical methods. A guide to modern techniques of plant analysis. 2nd Ed., Chapman and Hall. London. 1984, P: 288. ISBN: 978-94-009-5570-7
24. Geisman TA. Chemistry of Flavonoids compounds. Macmillan Co. New York. 1962, pp. 90-101
25. Al-Zubaidi MRK. Effect of Ethanol Crude Extract from Thymus vulgaris on Pathogens and Detection of Chemical Compounds. Indian Journal of Ecology 2020, 47: 240-243.
26. Dahiru D. Onubiyi JA. Umaru HA. Phytochemical Screening and Antiulcerogenic Effect of MoringaOleifera Aqueous Leaf Extract: African Journal of Trading CAM 2006, 3(3): 70-75. DOI: 10.4314/ajtcam.v3i3.31167
27. Henriques M. Silva S. Candida Albicans Virulence Factors and Its Pathogenicity. Microorganisms 2021, 9(4): 704. https://doi.org/10.3390/microorganisms9040704
28. Abd El-Rahman ES. Abdulla G. El-Araby GM. El-Nemr SE. El-Shourbagy GA. Effect of moringa leaves (Moringaoleifera Lam.) extract extract addition on luncheon meat quality. Zagazig Journal of Agricultural Researches 2019, 46(6B): 2307-2316. DOI: 10.21608/ZJAR.2019.65093
Received on 25.05.2022 Modified on 02.07.2022
Accepted on 06.08.2022 © RJPT All right reserved
Research J. Pharm. and Tech 2023; 16(3):1369-1374.
DOI: 10.52711/0974-360X.2023.00225