Discovery of [alpha]-amylase and [alpha]-glucosidase dual inhibitors from NPASS database for management of Type 2 Diabetes Mellitus: A chemoinformatic approach
Postprandial hyperglycemia, typical manifestation of Type 2 Diabetes Mellitus (T.sub.2 DM), is associated with notable global morbidity and mortality. Preventing the advancement of this condition by delaying the rate of glucose absorption through inhibition of [alpha]-amylase and [alpha]-glucosidase...
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description | Postprandial hyperglycemia, typical manifestation of Type 2 Diabetes Mellitus (T.sub.2 DM), is associated with notable global morbidity and mortality. Preventing the advancement of this condition by delaying the rate of glucose absorption through inhibition of [alpha]-amylase and [alpha]-glucosidase enzymatic activities is of utmost importance. Finding a safe antidiabetic drug is essential since those that are currently on the market have drawbacks like unpleasant side effects. The current study utilized computer-aided drug design (CADD), as a quick and affordable method to find a substitute drug template that can be used to control postprandial hyperglycemia by modulating the activity of [alpha]-amylase and [alpha]-glucosidase enzymes. The Natural Products Activity and Species database (NPASS) (30,926 compounds) was screened in silico, with a focus on evaluating drug-likeness, toxicity profiles and ability to bind on a target protein. Two molecules NPC204580 (Chrotacumine C) and NPC137813 (1-O-(2-Methoxy-4-Acetylphenyl)-6-O-(E-Cinnamoyl)-Beta-D-Glucopyranoside) were identified as potential dual inhibitors for [alpha]-amylase and [alpha]-glucosidase with free binding energies of -14.46 kcal/mol and -12.58 kcal/mol for [alpha]-amylase, and -8.42 kcal/mol and -8.76 kcal/mol for [alpha]-glucosidase, respectively. The molecules showed ionic, H-bonding and hydrophobic interactions with critical amino acid residues of both enzymes. Moreover, 100 ns molecular dynamic simulations showed that both molecules are stable on the receptors' active sites based on root mean square deviation (RMSD), root mean square fluctuation (RMSF), and the Generalized Born surface area (GBSA) energy calculated. The two compounds are thus promising therapeutic agents for T.sub.2 DM that merit further investigation due to their excellent binding energies, encouraging pharmacokinetics, toxicity profiles, and stability as demonstrated in simulated studies. |
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R ; Kimani, Njogu M</creator><creatorcontrib>Ndarawit, Wilberforce ; Ochieng, Charles Otieno ; Angwenyi, David ; Cruz, Jorddy N ; Santos, Cleydson B. R ; Kimani, Njogu M</creatorcontrib><description>Postprandial hyperglycemia, typical manifestation of Type 2 Diabetes Mellitus (T.sub.2 DM), is associated with notable global morbidity and mortality. Preventing the advancement of this condition by delaying the rate of glucose absorption through inhibition of [alpha]-amylase and [alpha]-glucosidase enzymatic activities is of utmost importance. Finding a safe antidiabetic drug is essential since those that are currently on the market have drawbacks like unpleasant side effects. The current study utilized computer-aided drug design (CADD), as a quick and affordable method to find a substitute drug template that can be used to control postprandial hyperglycemia by modulating the activity of [alpha]-amylase and [alpha]-glucosidase enzymes. The Natural Products Activity and Species database (NPASS) (30,926 compounds) was screened in silico, with a focus on evaluating drug-likeness, toxicity profiles and ability to bind on a target protein. Two molecules NPC204580 (Chrotacumine C) and NPC137813 (1-O-(2-Methoxy-4-Acetylphenyl)-6-O-(E-Cinnamoyl)-Beta-D-Glucopyranoside) were identified as potential dual inhibitors for [alpha]-amylase and [alpha]-glucosidase with free binding energies of -14.46 kcal/mol and -12.58 kcal/mol for [alpha]-amylase, and -8.42 kcal/mol and -8.76 kcal/mol for [alpha]-glucosidase, respectively. The molecules showed ionic, H-bonding and hydrophobic interactions with critical amino acid residues of both enzymes. Moreover, 100 ns molecular dynamic simulations showed that both molecules are stable on the receptors' active sites based on root mean square deviation (RMSD), root mean square fluctuation (RMSF), and the Generalized Born surface area (GBSA) energy calculated. The two compounds are thus promising therapeutic agents for T.sub.2 DM that merit further investigation due to their excellent binding energies, encouraging pharmacokinetics, toxicity profiles, and stability as demonstrated in simulated studies.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0313758</identifier><language>eng</language><publisher>Public Library of Science</publisher><subject>Amino acids ; Amylases ; Biological products ; Care and treatment ; Dextrose ; Diabetes therapy ; Diagnosis ; Force and energy ; Glucose ; Health aspects ; Hydrogen bonding ; Hyperglycemia ; Molecular dynamics ; Properties ; Protein binding ; Type 2 diabetes</subject><ispartof>PloS one, 2024-11, Vol.19 (11), p.e0313758</ispartof><rights>COPYRIGHT 2024 Public Library of Science</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27901,27902</link.rule.ids></links><search><creatorcontrib>Ndarawit, Wilberforce</creatorcontrib><creatorcontrib>Ochieng, Charles Otieno</creatorcontrib><creatorcontrib>Angwenyi, David</creatorcontrib><creatorcontrib>Cruz, Jorddy N</creatorcontrib><creatorcontrib>Santos, Cleydson B. R</creatorcontrib><creatorcontrib>Kimani, Njogu M</creatorcontrib><title>Discovery of [alpha]-amylase and [alpha]-glucosidase dual inhibitors from NPASS database for management of Type 2 Diabetes Mellitus: A chemoinformatic approach</title><title>PloS one</title><description>Postprandial hyperglycemia, typical manifestation of Type 2 Diabetes Mellitus (T.sub.2 DM), is associated with notable global morbidity and mortality. Preventing the advancement of this condition by delaying the rate of glucose absorption through inhibition of [alpha]-amylase and [alpha]-glucosidase enzymatic activities is of utmost importance. Finding a safe antidiabetic drug is essential since those that are currently on the market have drawbacks like unpleasant side effects. The current study utilized computer-aided drug design (CADD), as a quick and affordable method to find a substitute drug template that can be used to control postprandial hyperglycemia by modulating the activity of [alpha]-amylase and [alpha]-glucosidase enzymes. The Natural Products Activity and Species database (NPASS) (30,926 compounds) was screened in silico, with a focus on evaluating drug-likeness, toxicity profiles and ability to bind on a target protein. Two molecules NPC204580 (Chrotacumine C) and NPC137813 (1-O-(2-Methoxy-4-Acetylphenyl)-6-O-(E-Cinnamoyl)-Beta-D-Glucopyranoside) were identified as potential dual inhibitors for [alpha]-amylase and [alpha]-glucosidase with free binding energies of -14.46 kcal/mol and -12.58 kcal/mol for [alpha]-amylase, and -8.42 kcal/mol and -8.76 kcal/mol for [alpha]-glucosidase, respectively. The molecules showed ionic, H-bonding and hydrophobic interactions with critical amino acid residues of both enzymes. Moreover, 100 ns molecular dynamic simulations showed that both molecules are stable on the receptors' active sites based on root mean square deviation (RMSD), root mean square fluctuation (RMSF), and the Generalized Born surface area (GBSA) energy calculated. The two compounds are thus promising therapeutic agents for T.sub.2 DM that merit further investigation due to their excellent binding energies, encouraging pharmacokinetics, toxicity profiles, and stability as demonstrated in simulated studies.</description><subject>Amino acids</subject><subject>Amylases</subject><subject>Biological products</subject><subject>Care and treatment</subject><subject>Dextrose</subject><subject>Diabetes therapy</subject><subject>Diagnosis</subject><subject>Force and energy</subject><subject>Glucose</subject><subject>Health aspects</subject><subject>Hydrogen bonding</subject><subject>Hyperglycemia</subject><subject>Molecular dynamics</subject><subject>Properties</subject><subject>Protein binding</subject><subject>Type 2 diabetes</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqN0NFq2zAUBmAzWlja9Q16ISgUeuFUsmPZ7l1It7bQLaXpdjNGOJGObAXZMpY8lqfpq1ahpSSwi6ILiZ_vP4gTRaeMjlmas8u1HfoWzLizLY5pGrKs-BSNWJkmMU9oerDz_hwdObemNEsLzkfR87V2wv7FfkOsIr_BdDX8iaHZGHBIoJXvWWUGYZ2W21wOYIhua73S3vaOqN425MfDdLEgEjystkbZnjTQQoUNtn47_WnTIUnItYYVenTkOxqj_eCuyJSIGhur21BqwGtBoOt6C6L-Eh0qMA5P3u7j6Oe3r0-z2_h-fnM3m97HFeOcxZnkAjOZlpRRVeaZknLCxATSPJEqAVFgloiUF5LneZGXKyiRFUxBAnKST4I7js5e51ZgcLn9iO9BNGE5y2nBOM2KnLKgxv9R4UhstAjbVzrke4WLvUIwHv_5CgbnlneLx4_b-a99e75jawTja2fN4LVt3S58AUWVqJc</recordid><startdate>20241114</startdate><enddate>20241114</enddate><creator>Ndarawit, Wilberforce</creator><creator>Ochieng, Charles Otieno</creator><creator>Angwenyi, David</creator><creator>Cruz, Jorddy N</creator><creator>Santos, Cleydson B. 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R ; Kimani, Njogu M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-g1661-5d6ce5d39010f975fdd41c4a372df2ac8e52c368d677879ba9e181fa2ad4744a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Amino acids</topic><topic>Amylases</topic><topic>Biological products</topic><topic>Care and treatment</topic><topic>Dextrose</topic><topic>Diabetes therapy</topic><topic>Diagnosis</topic><topic>Force and energy</topic><topic>Glucose</topic><topic>Health aspects</topic><topic>Hydrogen bonding</topic><topic>Hyperglycemia</topic><topic>Molecular dynamics</topic><topic>Properties</topic><topic>Protein binding</topic><topic>Type 2 diabetes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ndarawit, Wilberforce</creatorcontrib><creatorcontrib>Ochieng, Charles Otieno</creatorcontrib><creatorcontrib>Angwenyi, David</creatorcontrib><creatorcontrib>Cruz, Jorddy N</creatorcontrib><creatorcontrib>Santos, Cleydson B. R</creatorcontrib><creatorcontrib>Kimani, Njogu M</creatorcontrib><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ndarawit, Wilberforce</au><au>Ochieng, Charles Otieno</au><au>Angwenyi, David</au><au>Cruz, Jorddy N</au><au>Santos, Cleydson B. R</au><au>Kimani, Njogu M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discovery of [alpha]-amylase and [alpha]-glucosidase dual inhibitors from NPASS database for management of Type 2 Diabetes Mellitus: A chemoinformatic approach</atitle><jtitle>PloS one</jtitle><date>2024-11-14</date><risdate>2024</risdate><volume>19</volume><issue>11</issue><spage>e0313758</spage><pages>e0313758-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Postprandial hyperglycemia, typical manifestation of Type 2 Diabetes Mellitus (T.sub.2 DM), is associated with notable global morbidity and mortality. Preventing the advancement of this condition by delaying the rate of glucose absorption through inhibition of [alpha]-amylase and [alpha]-glucosidase enzymatic activities is of utmost importance. Finding a safe antidiabetic drug is essential since those that are currently on the market have drawbacks like unpleasant side effects. The current study utilized computer-aided drug design (CADD), as a quick and affordable method to find a substitute drug template that can be used to control postprandial hyperglycemia by modulating the activity of [alpha]-amylase and [alpha]-glucosidase enzymes. The Natural Products Activity and Species database (NPASS) (30,926 compounds) was screened in silico, with a focus on evaluating drug-likeness, toxicity profiles and ability to bind on a target protein. Two molecules NPC204580 (Chrotacumine C) and NPC137813 (1-O-(2-Methoxy-4-Acetylphenyl)-6-O-(E-Cinnamoyl)-Beta-D-Glucopyranoside) were identified as potential dual inhibitors for [alpha]-amylase and [alpha]-glucosidase with free binding energies of -14.46 kcal/mol and -12.58 kcal/mol for [alpha]-amylase, and -8.42 kcal/mol and -8.76 kcal/mol for [alpha]-glucosidase, respectively. The molecules showed ionic, H-bonding and hydrophobic interactions with critical amino acid residues of both enzymes. Moreover, 100 ns molecular dynamic simulations showed that both molecules are stable on the receptors' active sites based on root mean square deviation (RMSD), root mean square fluctuation (RMSF), and the Generalized Born surface area (GBSA) energy calculated. The two compounds are thus promising therapeutic agents for T.sub.2 DM that merit further investigation due to their excellent binding energies, encouraging pharmacokinetics, toxicity profiles, and stability as demonstrated in simulated studies.</abstract><pub>Public Library of Science</pub><doi>10.1371/journal.pone.0313758</doi><tpages>e0313758</tpages></addata></record> |
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subjects | Amino acids Amylases Biological products Care and treatment Dextrose Diabetes therapy Diagnosis Force and energy Glucose Health aspects Hydrogen bonding Hyperglycemia Molecular dynamics Properties Protein binding Type 2 diabetes |
title | Discovery of [alpha]-amylase and [alpha]-glucosidase dual inhibitors from NPASS database for management of Type 2 Diabetes Mellitus: A chemoinformatic approach |
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