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1.
J Biomol Struct Dyn ; : 1-9, 2024 Feb 07.
Article in English | MEDLINE | ID: mdl-38321944

ABSTRACT

In the fields of pharmacology and life sciences, it is essential to study how prescribed drugs interact with carrier proteins in human serum albumin. The current study has evaluated the binding properties of rhodanine derivative; (z)-2-(4-(5-((3-(3-chlorophenyl)-1-phenyl-1H-pyrazol-4-oxo-2-thioxothiazolidin-3-yl)benzamido)acetic acid (P3CL) on bovine serum albumin (BSA) by biophysical approach. BSA is a homology model of Human serum albumin. Due to the cost-effectiveness of Human Serum Albumin (HSA) we have studied the binding properties of rhodanine derivative (P3CL) on BSA. The BSA-P3CL interactions were investigated by fluorescence spectroscopy and revealed the presence of a static quenching mechanism. P3CL possesses good binding affinity on BSA with binding constant KP3CL = 5.36330 × 1013 M-1 binding free energy. We have calculated the binding free energy, the number of binding sites, and the binding constants. The establishment of hydrogen bonds and the active participation of amino acids in drug binding were confirmed by molecular docking studies. As conventional processes for the investigation of pharmacological drugs, therapeutic combinations, and coordinated drug intake, the offered strategies are simple to comprehend, accurate, and rapid to put into practice. Our findings will support an additional investigation into ligand's pharmacological activity.Communicated by Ramaswamy H. Sarma.

2.
J Biomol Struct Dyn ; 42(1): 475-482, 2024.
Article in English | MEDLINE | ID: mdl-36974960

ABSTRACT

Rhodanine is an important scaffold in medicinal chemistry and it act as potent anticancer agent and other pharmacological effects. In pharmacokinetics and pharmacodynamics studies of the drug, the drug binding properties on serum protein is crucial for producing better drug. This study was designed to explore the binding interactions between the Rhodanine derivative (P4OC) on Bovine Serum Albumin (BSA). The interactions between P4OC and BSA were investigated using biophysical approach and molecular docking. The quenching mechanism and binding constants of P4OC on BSA were determined by biophysical approach through fluorescence spectroscopic experiments. Circular dichroism (CD) spectroscopy was used to study the secondary structural changes of BSA upon P4OC binding. The fluorescence experiments of P4OC binding on BSA show good drug binding with static quenching constants using stern Volmer plot and found the quenching constant value KP4OC = 1.12762 × 1013 M-1 with corresponding binding free energy (ΔG) -2.303 kcal/mol. The molecular displacement fluorescence emission on BSA-P4OC complex by site specific markers shows that P4OC binds at I A sub-domain of BSA further confirmed peak shift by synchronous fluorescence of P4OC on BSA with tyrosine, tryptophan and phenylalanine amino acids. Increasing concentration of P4OC on BSA found secondary structural changes, the percentage of α-helix was decreased as well increase percentage of ß-sheet and random coil. The binding of P4OC to BSA was computationally studied by molecular docking methods. Thus, results obtained are in excellent agreement with experimental and theoretical results with respect to the binding mechanism and binding constant of P4OC on BSA. We concluded that, the rhodanine derivative P4OC possesses good drug binding properties on BSA. Further P4OC may be evaluated its potential pharmacological activities on clinical trial.Communicated by Ramaswamy H. Sarma.


Subject(s)
Rhodanine , Serum Albumin, Bovine , Molecular Docking Simulation , Binding Sites , Protein Binding , Serum Albumin, Bovine/chemistry , Rhodanine/pharmacology , Spectrometry, Fluorescence/methods , Circular Dichroism , Thermodynamics , Spectrophotometry, Ultraviolet
3.
Food Technol Biotechnol ; 60(3): 350-360, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36320357

ABSTRACT

Research background: Breast cancer is one of the most common cancers and remains a major cause of morbidity and mortality among women worldwide. In developed countries, breast cancer as a multifactorial disease is a major health concern, and its incidence is constantly rising in low and middle-income countries. Numerous studies have demonstrated that phytochemicals such as carotenoids inhibit breast cancer growth and induce apoptosis. We recently enhanced the solubility of capsanthin in water by encapsulating it in diosgenin polyethylene glycol succinate, a novel non-ionic surfactant. Thus, this study aims to evaluate the cytotoxicity of water-soluble capsanthin-loaded micelles in MDA-MB-231 cells in vitro through tetrazolium dye MTT assay. Experimental approach: In the current study, capsanthin, a hydrophobic carotenoid, is extracted from sweet red pepper (Capsicum annuum). Capsanthin-loaded diosgenin polyethylene glycol succinate 1000 (cap-DPGS-1000) micelles were prepared from capsanthin extract (cap) and diosgenin polyethylene glycol succinate 1000 (DPGS-1000) using the solid dispersion method. The capsanthin extract and cap-DPGS-1000 micelles were characterized by UV-visible spectroscopy, high-performance liquid chromatography (HPLC), Fourier-transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), particle size distribution, polydispersity, and scanning electron microscopy (SEM). The effects of capsanthin extract and cap-DPGS-1000 micelles on a human triple-negative breast cancer cell line (MDA-MB-231) were tested to check the cell viability, proliferation and cytotoxicity of the micelles. Results and conclusions: The solubility of encapsulated cap-DPGS-1000 micelles in water is greatly enhanced and leads to an increased scope for localized drug delivery, a better delivery option for treating residual cancerous tumours. The encapsulated capsanthin showed a sustained release in simulated intestinal fluid (pH=6.8). Our research proposes a sustained drug delivery system that ensures effective and controlled release to the affected site. The characterization data revealed no change in the structure and functional groups in the encapsulated capsanthin. The IC50 value of the cap-DPGS-1000 micelles against MDA-MB-231 breast cancer cells was (3.10±1.09) µg/mL, which is much lower than of capsanthin extract ((81.1±1.5) µg/mL). Capsanthin extract and capsanthin-loaded micelles are promising drug candidates to induce apoptosis and increase reactive oxygen species (ROS) in cancer cells. Novelty and scientific contribution: The result shows the cytotoxic effect of capsanthin and capsanthin-loaded micelles on MDA-MB-231 cell line for the first time. Capsanthin from sweet red pepper (Capsicum annuum) showed remarkable cytotoxic effect on the triple-negative MDA-MB-231 cell line.

4.
Procedia Comput Sci ; 204: 65-72, 2022.
Article in English | MEDLINE | ID: mdl-36120410

ABSTRACT

A continuing outbreak of pneumonia-related disease novel, Coronavirus has been recorded worldwide and has become a global health problem. This research aims to generate a constructive training data set for a neural network to detect COVID-19 from X-ray images. The creation of medical images is an issue in the field of deep learning. Medical image datasets are frequently unbalanced; using such datasets to train a deep neural network model to correctly classify medical conditions typically leads to over-fitting the data on majority class samples. Data augmentation is commonly used in training data to expand the dataset. Data augmentation may not be beneficial in medical domains with limited data. This paper proposed a data generation model using a Deep Convolutional Generative adversarial network (DCGAN), which generates fake instances with comparable properties to the original data. The model's Fréchet Distance of Inception (FID) was 23.78, close to the original data. Deep transfer learning-based models VGG-16, Inceptionv3 and MobilNet, were chosen as the backbone for COVID-19 detection. The present study aims to increase the dataset using the DCGAN data augmentation technique to improve classifier performance.

5.
Food Technol Biotechnol ; 60(2): 202-212, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35910274

ABSTRACT

Research background: Obesity increases mortality and morbidity due to its impact on type 2 diabetes, cardiovascular and gastrointestinal diseases, arthritis and certain cancers. The epidemic of excessive mass and obesity require constant research to improve therapies without undesirable side effects. Therefore, exploring the anti-obesity phytochemicals from food sources is essential. Most pharmacological studies of the anti-obesity potential of Capsicum annuum have been directed towards capsaicin and very few towards capsanthin. However, these studies utilized uncoated capsaicin and capsanthin. This study aims to compare the anti-obesity effects of enteric-coated capsaicin and capsanthin in a high-fat diet-induced obesity in animal model. Experimental approach: In this study, we investigated the anti-obesity properties of capsanthin-enriched pellets and capsaicin pellets derived from red chili fruit (Capsicum annuum) on high-fat diet (HFD)-induced obesity in C57BL/6J mice. First, the animals received HFD to induce their obesity. Animals were supplemented orally with pellets. The food intake, body mass, obesity and clinical biomarkers were assessed. Results and conclusions: The mice fed with HFD gained body mass and white adipose tissue mass compared to the mice that consumed a normal diet. The oral administration of capsanthin-enriched pellets and capsaicin pellets significantly reduced the body mass gain. These pellets have a statistically significant (p<0.05) impact on obesity biomarkers by increasing adiponectin and decreasing leptin, free fatty acid and insulin concentrations relative to HFD control. There was no change in the liver mass in all groups, but there was a significant decrease in white adipose tissue amounts. Inguinal adipose tissue amount was reduced by 37.0% and that of epididymal adipose tissue by 43.64% after treatment with capsanthin-enriched pellets. These results suggest that capsanthin-enriched pellets and capsaicin pellets may be useful in combating metabolic diseases, including obesity, without adverse effects. Novelty and scientific contribution: We increased the content of capsanthin for more than 50% in capsanthin-enriched extract and extended the room temperature stability for more than one year by converting the crystals into capsanthin-enriched pellets. This study breaks new ground by examining the potential of capsanthin >50% in the management of obesity for the first time.

6.
J Food Biochem ; 46(10): e14352, 2022 10.
Article in English | MEDLINE | ID: mdl-35892258

ABSTRACT

Dry eye disease (DED) is a complex ocular surface inflammatory disease. Its occurrence varies widely over the world, ranging from 5% to 34%. The use of preservatives, specifically benzalkonium chloride, in the ocular drops worsens the DED conditions. Furthermore, the Covid-19 pandemic increased screen time and the use of face masks and shields. As a result, the number of people suffering from dry eye disease (DED) has increased significantly in recent years. The main objective of our study is to find a solution to manage the dry eye disease (DED) preferably from natural source without any adverse events. In this study, the beneficial effects of capsanthin from Capsicum annum (CCA) were evaluated on benzalkonium chloride (BAC)-induced dry eye disease (DED) in Albino Wistar rats. Oral supplementation of CCA resulted in a statistically significant decrease in intraocular pressure (IOP) (p < .0001), increase in tear break-up time (TBUT) (p < .01), decline in Schirmer test results (p < .01), and decrease in corneal surface inflammation (p < .01). Capsanthin ameliorated in reducing oxidative stress by increasing serum antioxidant levels such as glutathione peroxidase (GPX), nitric oxide (NO), and lactoferrin (LTF) and inhibiting matrix metalloproteinases 2 and 9 (MMP2 and MMP9) (p < .0001). Capsanthin treatment significantly inhibited the expression of inflammatory cytokines, tumor necrosis factor-alpha (TNF-α), interleukins (IL-2, IL-4, IL-6), and pro-inflammatory mediator, matrix metalloproteinase-9 (MMP9). Furthermore, the lacrimal gland expressed vascular cell adhesion molecule (VCAM-1), and prostaglandin-endoperoxide synthase 2 (PTGS2) was suppressed by CCA treatment. PRACTICAL APPLICATIONS: Benzalkonium chloride (BAC), a preservative widely used in the topical ocular drug delivery system (ODDS), causes undesirable effects such as dry eye disease as well as ameliorating intraocular pressure leading to optical nerve damage and irreversible vision loss. Capsanthin from Capsicum annum (CCA) can be used to treat symptoms related to dry eye disease such as inflammation, eye irritation, visual disturbance, ocular discomfort with potential damage to the ocular surface. The CCA may be beneficial in the treatment of glaucoma, an elevated intraocular pressure. Capsanthin from C. annum can be useful in managing DED by increasing tear break-up time (TBUT), declining in Schirmer test results and decreasing in corneal surface inflammation.


Subject(s)
COVID-19 , Capsicum , Dry Eye Syndromes , Animals , Anti-Inflammatory Agents/pharmacology , Antioxidants/therapeutic use , Benzalkonium Compounds , Cyclooxygenase 2/metabolism , Cytokines/genetics , Cytokines/metabolism , Dry Eye Syndromes/chemically induced , Dry Eye Syndromes/drug therapy , Dry Eye Syndromes/genetics , Fruit/metabolism , Gene Expression , Glutathione Peroxidase/metabolism , Humans , Inflammation/chemically induced , Inflammation/drug therapy , Inflammation Mediators , Interleukin-2/metabolism , Interleukin-4 , Interleukin-6/metabolism , Lactoferrin/metabolism , Matrix Metalloproteinase 2/metabolism , Matrix Metalloproteinase 9/metabolism , Nitric Oxide/metabolism , Pandemics , Rats , Tumor Necrosis Factor-alpha/metabolism , Vascular Cell Adhesion Molecule-1/metabolism , Xanthophylls
7.
Toxicol Rep ; 9: 323-336, 2022.
Article in English | MEDLINE | ID: mdl-35284242

ABSTRACT

A ninety-day oral toxicity study of saponified Capsicum annum fruit extract with 50% (w/w) capsanthin (SCFE-50 C) was performed by oral gavage administration to male and female Sprague-Dawley (SD) rats at doses of 0, 500, 1000 and 2000 mg/kg BW/day for a period of ninety consecutive days. To assess the reversal of toxicity, the treatment phase was followed with a twenty-eight-day recovery period. The treatment with SCFE-50 C in both male and female SD rats showed no mortality, and no treatment-related toxicologically significant changes were observed in any groups. No significant differences between treated and control groups were found in feed consumption, body weight gain, individual organ weights, ocular examination, clinical chemistry or blood biochemistry. The necroscopy and histopathology examination did not reveal any clinically significant changes in male and female rats from the 2000 mg/kg BW/day group. According to this study, the no observable adverse effect level (NOAEL) for saponified Capsicum annum fruit extract with 50% (w/w) capsanthin (SCFE-50 C) administered by oral gavage for 90-days is > 2000 mg/kg BW/day in SD rats.

8.
J Food Biochem ; 45(7): e13776, 2021 07.
Article in English | MEDLINE | ID: mdl-34056744

ABSTRACT

The present study was aimed to explore the antiglaucoma activity of capsanthin enriched fraction (CEF) of Capsicum annum L fruits against carbomer-induced experimental glaucoma in Albino Wistar rats. CEF was orally administered to carbomer-induced glaucomatous rats, and pilocarpine 2% eye drops were used as a standard drug. Intraocular pressure (IOP) levels were determined after oral administration of a low, medium, and a high dose of CEF (20, 40, and 80 mg/kg bwt) in glaucomatous rats. In rats with elevated IOP in both eyes, oral administration of CEF resulted in a significant reduction in IOP (p < .05) even at a low dose of 20 mg/Kg body weight. There were no treatment-related changes in histopathology, hematology, and clinical chemistry parameters. Thus, CEF when administered orally in IOP-bearing rats successfully reduced IOP without any adverse effects. PRACTICAL APPLICATIONS: Capsanthin enriched fraction can be used to prevent permanent vision loss due to age-related macular diseases and high intraocular pressure. The intraocular pressure reduction action of capsanthin can be useful in the treatment of glaucoma. The medication available to treat glaucoma are topical drugs, and for the first time, we proved the oral supplementation of capsanthin from a food source can reduce the intraocular pressure in rats.


Subject(s)
Capsicum , Intraocular Pressure , Acrylic Resins , Animals , Fruit , Rats , Rats, Wistar , Xanthophylls
9.
J Complement Integr Med ; 13(4): 365-376, 2016 Dec 01.
Article in English | MEDLINE | ID: mdl-27476103

ABSTRACT

Background Antioxidant and antihistamine agents from Barleria noctiflora L.f. as natural source due to the existing modern medicine give various adverse effects to overcome these problems with natural products. MethodsB. noctiflora leaves extract was fractionated with column chromatography; the homogenized fractions were monitored with thin layer chromatography (TLC) and characterized by using UV-visible, FT-IR, 1H NMR, 13C NMR and mass spectrometry spectral studies. The volatile phytoconstituents of B. noctiflora extract were analysed by gas chromatography-mass spectrometry. Phytoconstituents from B. noctiflora leaves extract were screened for their antioxidant and antihistamine potential in vitro (2,2-diphenyl-1-picrylhydrazyl radical scavenging activity, 2,2'-azinobis-3-ethylbenzothiozoline-6-sulfonic acid radical decolouration assay, nitric oxide radical scavenging activity, superoxide radical scavenging activity and hydrogen peroxide radical scavenging activity) and in silico (molecular docking), respectively. Results Antioxidant and antihistamine barlerinoside has been isolated and characterized from the leaves of B. noctiflora L.f. Barlerinoside revealed their free-radical scavenging ability on OH-, OH•, NO-, O2- and H2O2 radicals and found high percentage inhibition against OH- radical at the IC50 value of 50.45±2.52  µg. The methanol (MeOH) extract of B. noctiflora leaves contains cyclotene; N,N-dimethylglycine; tetrahydrocyclopenta [1,3] dioxin-4-one; phenol, 2-methoxy-; benzofuran, 2-methyl-; 1,4:3,6-dianhydro-α-d-glucopyranose; 2-methoxy-4-vinylphenol; 1,3;2,5-dimethylene-l-rhamnitol; levoglucosan and bicyclo[2.2.2]oct-7-ene-2,5-dione as being the major compounds. Among phytoconstituents present in the extract, the hexestrol; 1,2-benzenedicarboxylic acid, bis(2-methylpropyl) ester; 1-(3,6,6-trimethyl-1,6,7,7a-tetrahydrocyclopenta[c]pyran-1-yl) ethanone; megastigmatrienone; furan interacted with histamine H1 receptor and bind at GLU-177 and ASP-178 with high binding energy score -13.95, -13.41, -12.56, -12.03, and -11.72 kcal/mol, respectively, and the expected hydrolysed products of compound-1a and compound-1b from barlerinoside showed -8.91 and -8.68 kcal/mol binding energy against the histamine H1 receptor. This showed that the active ligands exactly bind with active binding site of the protein. ConclusionsWe can conclude that isolated barlerinoside from B. noctflora L.f. has potent antioxidant activity against synthetic free radicals and antihistamine activity against histamine H1 receptor.


Subject(s)
Acanthaceae/chemistry , Antioxidants/pharmacology , Caffeic Acids/pharmacology , Histamine Antagonists/pharmacology , Oligosaccharides/pharmacology , Plant Extracts/pharmacology , Antioxidants/isolation & purification , Biphenyl Compounds/metabolism , Caffeic Acids/isolation & purification , Caffeic Acids/metabolism , Guaiacol/analogs & derivatives , Guaiacol/isolation & purification , Guaiacol/pharmacology , Histamine Antagonists/isolation & purification , Hydroxyl Radical/metabolism , Oligosaccharides/isolation & purification , Oligosaccharides/metabolism , Picrates/metabolism , Plant Extracts/chemistry , Plant Leaves/chemistry , Receptors, Histamine H1/metabolism , Vinyl Compounds/isolation & purification , Vinyl Compounds/pharmacology
10.
J Complement Integr Med ; 12(3): 217-26, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26043438

ABSTRACT

BACKGROUND: Synthetic antihistamine drugs cause various adverse effects to overcome these problems with natural phytomedicine or phytoconstituents. METHODS: Tragia involucrata leaves were extracted with soxhlet apparatus and fractionated with column chromatography the homogenized fractions were monitored with thin layer chromatography (TLC) and characterized by using UV-visible, FT-IR, 1H NMR, 13C NMR and MS spectral studies. Isolated compounds were screened their antihistamine activity on ileum preparation, bronchoconstriction and triple response on histamine-induced guinea pig. RESULTS: Antihistamine 5-hydroxy-1-methylpiperidin-2-one has been isolated and characterized from the leaves of Tragia involucrata L. A promising muscle relaxant, bronchorelaxant and anti-allergic effect of 5-hydroxy-1-methylpiperidin-2-one was observed in histamine-induced guinea pig and found to be 55.54±2.78% protection at the dose level of 12.5 mg/kg in bronchoconstriction effect and 49.05±2.45% protection in triple response. These findings were confirmed by in silico molecular docking also against histamine H1 receptor compared with chlorpheniramine maleate and mepyramine. This shows that the 5-hydroxy-1-methylpiperidine-2-one possess good inhibitory effect on histamine-induced guinea pig. The muscle relaxant, bronchodilating and anti-allergic potency of 5-hydroxy-1-methylpiperidin-2-one has been discussed in context with its probable profile as an anti-asthmatic agent from T. involucrata L. leaves. CONCLUSIONS: We can conclude that isolated 5-hydroxy-1-methylpiperidin-2-one from T. involucrata L. has potent antihistamine agent on histamine-induced guinea pig.


Subject(s)
Euphorbiaceae/chemistry , Histamine Antagonists/pharmacology , Histamine/isolation & purification , Histamine/pharmacology , Plant Extracts/pharmacology , Pyrilamine/pharmacology , Animals , Bronchoconstriction/drug effects , Guinea Pigs , Ileum/drug effects , India , Muscle Contraction/drug effects , Muscle Relaxation/drug effects , Plant Leaves/chemistry
11.
Nat Prod Res ; 22(17): 1510-5, 2008.
Article in English | MEDLINE | ID: mdl-19023815

ABSTRACT

The petroleum ether, chloroform, ethyl acetate and methanol extracts of the whole plant of Oldenlandia herbacea were screened for in vitro antioxidant activity by using ABTS, DPPH, nitric oxide and hydrogen peroxide assay methods. The chloroform, ethyl acetate and methanol extracts showed potent antioxidant activity against ABTS free radicals. In the hydrogen peroxide method, the methanol and ethyl acetate extracts showed potent activity. Chemical investigation of the petroleum ether extract yielded a long chain hydrocarbon, 9,9-dimethyl hexacosane (1), and a steroid, 23-ethyl-cholest-23-en-3beta-ol (2).


Subject(s)
Alkanes/isolation & purification , Alkanes/pharmacology , Antioxidants/isolation & purification , Antioxidants/pharmacology , Bridged Bicyclo Compounds/isolation & purification , Bridged Bicyclo Compounds/pharmacology , Cholestenes/isolation & purification , Cholestenes/pharmacology , Oldenlandia/chemistry , Alkanes/chemistry , Antioxidants/chemistry , Bridged Bicyclo Compounds/chemistry , Cholestenes/chemistry , India , Molecular Structure
12.
J Nat Med ; 62(3): 369-73, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18404308

ABSTRACT

Two new flavonoids named castilliferol 1 and castillicetin 2, as well as a known compound, isochlorogenic acid 3, were isolated from the whole plant of Centella asiatica. Isolates 1 and 2 exhibited good antioxidant activity using 2,2-diphenyl-1-picryl hydrazyl radical solution with IC(50) values of 23.10 and 13.30, respectively. The structures of these isolates were determined by analytical and spectral data, including 1-D and 2-D NMR spectra.


Subject(s)
Centella/chemistry , Flavonoids/isolation & purification , Antioxidants/isolation & purification , Antioxidants/pharmacology , Biphenyl Compounds , Chlorogenic Acid/analogs & derivatives , Chlorogenic Acid/isolation & purification , Flavonoids/pharmacology , Inhibitory Concentration 50 , Magnetic Resonance Spectroscopy , Picrates , Plant Extracts/chemistry , Plant Extracts/pharmacology
13.
J Sep Sci ; 27(1-2): 129-31, 2004 Jan.
Article in English | MEDLINE | ID: mdl-15335069

ABSTRACT

A sensitive, rapid, simple, and accurate high performance thin layer chromatographic method has been developed to standardize the bark of Grewia tiliaefolia Vahl. (Family: Tiliaceae) using betulin as an analytical marker. Chloroform extracts of bark from five different sources were used for HPTLC on silica gel with toluene-ethyl acetate, 90 + 10 v/v, as mobile phase. Under these conditions, the Rf of betulin was 0.22. The calibration plot was linear in the range of 1000 ng to 1800 ng of betulin and the correlation coefficient, 0.999, was indicative of good linear dependence of peak area on concentration. The mean assay of betulin was 2.596 +/- 0.594 mg g(-1) of bark. The method permits reliable quantification of betulin and good resolution and separation of betulin from other constituents of Grewia tiliaefolia. Recovery values from 96.09 to 98.87% showed that the reliability and reproducibility of the method were excellent. The proposed HPTLC method for quantitative monitoring of betulin in Grewia tiliaefolia can be used for routine quality testing.


Subject(s)
Chromatography, Thin Layer/methods , Grewia/chemistry , Triterpenes/analysis , Chromatography, Thin Layer/statistics & numerical data , Plant Bark/chemistry , Plant Extracts/chemistry , Sensitivity and Specificity
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