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In Vitro, In Silico and Network Pharmacology Mechanistic Approach to Investigate the α-Glucosidase Inhibitors Identified by Q-ToF-LCMS from Phaleria macrocarpa Fruit Subcritical CO2 Extract
The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an...
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Published in: | Metabolites 2022-12, Vol.12 (12), p.1267 |
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description | The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an extract prepared with a non-conventional extraction technique. Hence, the major aim of this research was to evaluate the in vitro antioxidant, the α-glucosidase inhibitors, and the molecular dynamic simulations of the α-glucosidase inhibitors identified by Quadrupole Time-of-Flight Liquid Chromatography Mass Spectrometry (Q-ToF-LCMS) analysis. Initially, dry fruit were processed using non-conventional and conventional extraction methods to obtain subcritical carbon dioxide extracts (SCE-1 and SCE-2) and heating under reflux extract (HRE), respectively. Subsequently, all extracts were evaluated for their in vitro antioxidative and α-glucosidase inhibitory potentials. Subsequently, the most bioactive extract (SCE-2) was subjected to Q-ToF-LCMS analysis to confirm the presence of α-glucosidase inhibitors, which were then analysed through molecular dynamic simulations and network pharmacology approaches to confirm their possible mechanism of action. The highest inhibitory effects of the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical and α-glucosidase on SCE-2 was found as 75.36 ± 0.82% and 81.79 ± 0.82%, respectively, compared to the SCE-1 and HRE samples. The Q-ToF-LCMS analysis tentatively identified 14 potent α-glucosidase inhibitors. Finally, five identified compounds, viz., lupenone, swertianolin, m-coumaric acid, pantothenic acid, and 8-C-glucopyranosyleriodictylol displayed significant stability, compactness, stronger protein-ligand interaction up to 100 ns further confirming their potential as α-glucosidase inhibitors. Consequently, it was concluded that the SCE-2 possesses a strong α-glucosidase inhibitory effect due to the presence of these compounds. The findings of this study might prove useful to develop these compounds as alternative safe α-glucosidase inhibitors to manage diabetes more effectively. |
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Abdur Rashid ; Ahmed, Qamar Uddin ; Ferdosh, Sahena ; Helaluddin, Abul Bashar Mohammed ; Awal, Md. Shihabul ; Sarian, Murni Nazira ; Sarker, Md. Zaidul Islam ; Zakaria, Zainul Amiruddin</creator><creatorcontrib>Mia, Md. Abdur Rashid ; Ahmed, Qamar Uddin ; Ferdosh, Sahena ; Helaluddin, Abul Bashar Mohammed ; Awal, Md. Shihabul ; Sarian, Murni Nazira ; Sarker, Md. Zaidul Islam ; Zakaria, Zainul Amiruddin</creatorcontrib><description>The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an extract prepared with a non-conventional extraction technique. Hence, the major aim of this research was to evaluate the in vitro antioxidant, the α-glucosidase inhibitors, and the molecular dynamic simulations of the α-glucosidase inhibitors identified by Quadrupole Time-of-Flight Liquid Chromatography Mass Spectrometry (Q-ToF-LCMS) analysis. Initially, dry fruit were processed using non-conventional and conventional extraction methods to obtain subcritical carbon dioxide extracts (SCE-1 and SCE-2) and heating under reflux extract (HRE), respectively. Subsequently, all extracts were evaluated for their in vitro antioxidative and α-glucosidase inhibitory potentials. Subsequently, the most bioactive extract (SCE-2) was subjected to Q-ToF-LCMS analysis to confirm the presence of α-glucosidase inhibitors, which were then analysed through molecular dynamic simulations and network pharmacology approaches to confirm their possible mechanism of action. The highest inhibitory effects of the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical and α-glucosidase on SCE-2 was found as 75.36 ± 0.82% and 81.79 ± 0.82%, respectively, compared to the SCE-1 and HRE samples. The Q-ToF-LCMS analysis tentatively identified 14 potent α-glucosidase inhibitors. Finally, five identified compounds, viz., lupenone, swertianolin, m-coumaric acid, pantothenic acid, and 8-C-glucopyranosyleriodictylol displayed significant stability, compactness, stronger protein-ligand interaction up to 100 ns further confirming their potential as α-glucosidase inhibitors. Consequently, it was concluded that the SCE-2 possesses a strong α-glucosidase inhibitory effect due to the presence of these compounds. The findings of this study might prove useful to develop these compounds as alternative safe α-glucosidase inhibitors to manage diabetes more effectively.</description><identifier>ISSN: 2218-1989</identifier><identifier>EISSN: 2218-1989</identifier><identifier>DOI: 10.3390/metabo12121267</identifier><identifier>PMID: 36557305</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Antioxidants ; bioactive compounds ; Carbohydrates ; Carbon dioxide ; Coumaric acid ; Diabetes ; Diabetes mellitus ; Enzymes ; Ethanol ; Fruits ; Herbal medicine ; Hyperglycemia ; Insulin ; Ligands ; Liquid chromatography ; Mass spectroscopy ; molecular dynamic simulations ; network pharmacology ; Pantothenic acid ; Phaleria macrocarpa ; Phaleria macrocarpa fruit ; Proteins ; Regulatory sequences ; Solvents ; subcritical CO2 extract ; α-Glucosidase</subject><ispartof>Metabolites, 2022-12, Vol.12 (12), p.1267</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Abdur Rashid</creatorcontrib><creatorcontrib>Ahmed, Qamar Uddin</creatorcontrib><creatorcontrib>Ferdosh, Sahena</creatorcontrib><creatorcontrib>Helaluddin, Abul Bashar Mohammed</creatorcontrib><creatorcontrib>Awal, Md. Shihabul</creatorcontrib><creatorcontrib>Sarian, Murni Nazira</creatorcontrib><creatorcontrib>Sarker, Md. Zaidul Islam</creatorcontrib><creatorcontrib>Zakaria, Zainul Amiruddin</creatorcontrib><title>In Vitro, In Silico and Network Pharmacology Mechanistic Approach to Investigate the α-Glucosidase Inhibitors Identified by Q-ToF-LCMS from Phaleria macrocarpa Fruit Subcritical CO2 Extract</title><title>Metabolites</title><description>The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an extract prepared with a non-conventional extraction technique. Hence, the major aim of this research was to evaluate the in vitro antioxidant, the α-glucosidase inhibitors, and the molecular dynamic simulations of the α-glucosidase inhibitors identified by Quadrupole Time-of-Flight Liquid Chromatography Mass Spectrometry (Q-ToF-LCMS) analysis. Initially, dry fruit were processed using non-conventional and conventional extraction methods to obtain subcritical carbon dioxide extracts (SCE-1 and SCE-2) and heating under reflux extract (HRE), respectively. Subsequently, all extracts were evaluated for their in vitro antioxidative and α-glucosidase inhibitory potentials. Subsequently, the most bioactive extract (SCE-2) was subjected to Q-ToF-LCMS analysis to confirm the presence of α-glucosidase inhibitors, which were then analysed through molecular dynamic simulations and network pharmacology approaches to confirm their possible mechanism of action. The highest inhibitory effects of the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical and α-glucosidase on SCE-2 was found as 75.36 ± 0.82% and 81.79 ± 0.82%, respectively, compared to the SCE-1 and HRE samples. The Q-ToF-LCMS analysis tentatively identified 14 potent α-glucosidase inhibitors. Finally, five identified compounds, viz., lupenone, swertianolin, m-coumaric acid, pantothenic acid, and 8-C-glucopyranosyleriodictylol displayed significant stability, compactness, stronger protein-ligand interaction up to 100 ns further confirming their potential as α-glucosidase inhibitors. 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The findings of this study might prove useful to develop these compounds as alternative safe α-glucosidase inhibitors to manage diabetes more effectively.</description><subject>Antioxidants</subject><subject>bioactive compounds</subject><subject>Carbohydrates</subject><subject>Carbon dioxide</subject><subject>Coumaric acid</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Enzymes</subject><subject>Ethanol</subject><subject>Fruits</subject><subject>Herbal medicine</subject><subject>Hyperglycemia</subject><subject>Insulin</subject><subject>Ligands</subject><subject>Liquid chromatography</subject><subject>Mass spectroscopy</subject><subject>molecular dynamic simulations</subject><subject>network pharmacology</subject><subject>Pantothenic acid</subject><subject>Phaleria macrocarpa</subject><subject>Phaleria macrocarpa fruit</subject><subject>Proteins</subject><subject>Regulatory sequences</subject><subject>Solvents</subject><subject>subcritical CO2 extract</subject><subject>α-Glucosidase</subject><issn>2218-1989</issn><issn>2218-1989</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdks-O0zAQxiMEYlfLXjlb4sKBLP4T28kFaVVtl0pdFtSKazR2nMYliYvtLPSxeAEegWfCpStEsQ8ezXz-zejTZNlLgq8Yq_DbwURQjtDDFfJJdk4pKXNSldXTf-Kz7DKELU5HYC4xeZ6dMcG5ZJifZz8XI_pso3dvUIpWtrfaIRgb9MHEb85_QR878ANo17vNHt0Z3cFoQ7QaXe923oHuUHTp64NJyQ1Eg2Jn0K8f-W0_aRdsA8GkcmeVjc4HtGjMGG1rTYPUHn3K126eL2d3K9R6Nxya9cZbQKmjdxr8DtDcTzai1aS0t6kv9Gh2T9HN9-hBxxfZsxb6YC4f34tsPb9Zz97ny_vbxex6mWsmhcw5k4xopSvKORhCdUuFKgWDRlNuDC5Vg9uKV6JQWFGuDKe0aClQJkqqCbvIFkds42Bb77wdwO9rB7b-k3B-U4NPw_WmptIUhLWMy0IVheBAmoIlcMUTvOAisd4dWbtJDabRyQ8P_Qn0tDLart64h7qSJSOYJsDrR4B3X6fkez3YoE3fw2jcFNIEvCSYCSqT9NV_0q2b_JicOqiEZFXJDqqroyp5HoI37d9hCK4Pi1afLhr7DSu8xww</recordid><startdate>20221215</startdate><enddate>20221215</enddate><creator>Mia, Md. 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Abdur Rashid ; Ahmed, Qamar Uddin ; Ferdosh, Sahena ; Helaluddin, Abul Bashar Mohammed ; Awal, Md. Shihabul ; Sarian, Murni Nazira ; Sarker, Md. 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Abdur Rashid</au><au>Ahmed, Qamar Uddin</au><au>Ferdosh, Sahena</au><au>Helaluddin, Abul Bashar Mohammed</au><au>Awal, Md. Shihabul</au><au>Sarian, Murni Nazira</au><au>Sarker, Md. Zaidul Islam</au><au>Zakaria, Zainul Amiruddin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In Vitro, In Silico and Network Pharmacology Mechanistic Approach to Investigate the α-Glucosidase Inhibitors Identified by Q-ToF-LCMS from Phaleria macrocarpa Fruit Subcritical CO2 Extract</atitle><jtitle>Metabolites</jtitle><date>2022-12-15</date><risdate>2022</risdate><volume>12</volume><issue>12</issue><spage>1267</spage><pages>1267-</pages><issn>2218-1989</issn><eissn>2218-1989</eissn><abstract>The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an extract prepared with a non-conventional extraction technique. Hence, the major aim of this research was to evaluate the in vitro antioxidant, the α-glucosidase inhibitors, and the molecular dynamic simulations of the α-glucosidase inhibitors identified by Quadrupole Time-of-Flight Liquid Chromatography Mass Spectrometry (Q-ToF-LCMS) analysis. Initially, dry fruit were processed using non-conventional and conventional extraction methods to obtain subcritical carbon dioxide extracts (SCE-1 and SCE-2) and heating under reflux extract (HRE), respectively. Subsequently, all extracts were evaluated for their in vitro antioxidative and α-glucosidase inhibitory potentials. Subsequently, the most bioactive extract (SCE-2) was subjected to Q-ToF-LCMS analysis to confirm the presence of α-glucosidase inhibitors, which were then analysed through molecular dynamic simulations and network pharmacology approaches to confirm their possible mechanism of action. The highest inhibitory effects of the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical and α-glucosidase on SCE-2 was found as 75.36 ± 0.82% and 81.79 ± 0.82%, respectively, compared to the SCE-1 and HRE samples. The Q-ToF-LCMS analysis tentatively identified 14 potent α-glucosidase inhibitors. Finally, five identified compounds, viz., lupenone, swertianolin, m-coumaric acid, pantothenic acid, and 8-C-glucopyranosyleriodictylol displayed significant stability, compactness, stronger protein-ligand interaction up to 100 ns further confirming their potential as α-glucosidase inhibitors. Consequently, it was concluded that the SCE-2 possesses a strong α-glucosidase inhibitory effect due to the presence of these compounds. The findings of this study might prove useful to develop these compounds as alternative safe α-glucosidase inhibitors to manage diabetes more effectively.</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>36557305</pmid><doi>10.3390/metabo12121267</doi><orcidid>https://orcid.org/0000-0002-9974-4565</orcidid><orcidid>https://orcid.org/0000-0003-0752-0108</orcidid><orcidid>https://orcid.org/0000-0001-5525-7821</orcidid><orcidid>https://orcid.org/0000-0003-0565-3222</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Antioxidants bioactive compounds Carbohydrates Carbon dioxide Coumaric acid Diabetes Diabetes mellitus Enzymes Ethanol Fruits Herbal medicine Hyperglycemia Insulin Ligands Liquid chromatography Mass spectroscopy molecular dynamic simulations network pharmacology Pantothenic acid Phaleria macrocarpa Phaleria macrocarpa fruit Proteins Regulatory sequences Solvents subcritical CO2 extract α-Glucosidase |
title | In Vitro, In Silico and Network Pharmacology Mechanistic Approach to Investigate the α-Glucosidase Inhibitors Identified by Q-ToF-LCMS from Phaleria macrocarpa Fruit Subcritical CO2 Extract |
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