Oke Anandika Lestari , Nurheni Sri Palupi , Agus Setiyono , Feri Kusnandar , Nancy Dewi Yuliana
{"title":"用 LC-MS 代谢组学和分子对接方法鉴定 Melastoma malabathricum L. 叶中的抗高血糖和抗氧化化合物","authors":"Oke Anandika Lestari , Nurheni Sri Palupi , Agus Setiyono , Feri Kusnandar , Nancy Dewi Yuliana","doi":"10.1016/j.sjbs.2024.104047","DOIUrl":null,"url":null,"abstract":"<div><p>The dried leaves of Melastoma malabathricum L.<em>,</em> locally named Karamunting or Senduduk, is traditionally consumed in many regions in Indonesia as herbal tea to cure different illnesses, including diabetes. To date, information on the compounds responsible for their antidiabetic activity is still very rare. The study aimed to identify bioactive compounds of M. malabathricum L. leaves using LC-MS based metabolomics and molecular docking approaches. The leaves brewed with different methods were subjected to LC−MS measurements and several bioactivity tests (<em>in vivo</em> and <em>in vitro</em> antihyperglycemic, and <em>in vitro</em> antioxidant). LC−MS data were linked to the activity data using multivariate data analysis. Molecular docking using alpha-glucosidase, alpha-amylase, and insulin receptor as protein targets was used to verify the results and study the interaction between the identified compound and protein targets. As results, isoquercetin and myricitrin were identified as compounds strongly associated with alpha-amylase inhibitors, while rutin and epicatechin were identified as alpha-glucosidase inhibitors. Quercitrin, citric acid, quercetin, epicatechin, isoquercitrin, and 7-hydroxycoumarine were strongly correlated with both antihyperglycemic and antioxidant activities. The results of metabolomics were confirmed with molecular docking studies, which showed that some of these compounds acted as competitive inhibitors, while others acted as non-competitive ones. Possible synergism between epicatechin and citric acid in their interaction with IR was detected. Metabolomics combined with molecular docking efficiently identified and confirmed several antihyperglycemic and antioxidant compounds from M. malabathricum L.<em>,</em> leaf. This study provides scientific evidence for the traditional use of M. malabathricum L. as an antidiabetic herbal.</p></div>","PeriodicalId":21540,"journal":{"name":"Saudi Journal of Biological Sciences","volume":null,"pages":null},"PeriodicalIF":4.4000,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1319562X24001256/pdfft?md5=cf1b4483980852d20c5e01007d4b9272&pid=1-s2.0-S1319562X24001256-main.pdf","citationCount":"0","resultStr":"{\"title\":\"LC-MS metabolomics and molecular docking approaches to identify antihyperglycemic and antioxidant compounds from Melastoma malabathricum L. Leaf\",\"authors\":\"Oke Anandika Lestari , Nurheni Sri Palupi , Agus Setiyono , Feri Kusnandar , Nancy Dewi Yuliana\",\"doi\":\"10.1016/j.sjbs.2024.104047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The dried leaves of Melastoma malabathricum L.<em>,</em> locally named Karamunting or Senduduk, is traditionally consumed in many regions in Indonesia as herbal tea to cure different illnesses, including diabetes. To date, information on the compounds responsible for their antidiabetic activity is still very rare. The study aimed to identify bioactive compounds of M. malabathricum L. leaves using LC-MS based metabolomics and molecular docking approaches. The leaves brewed with different methods were subjected to LC−MS measurements and several bioactivity tests (<em>in vivo</em> and <em>in vitro</em> antihyperglycemic, and <em>in vitro</em> antioxidant). LC−MS data were linked to the activity data using multivariate data analysis. Molecular docking using alpha-glucosidase, alpha-amylase, and insulin receptor as protein targets was used to verify the results and study the interaction between the identified compound and protein targets. As results, isoquercetin and myricitrin were identified as compounds strongly associated with alpha-amylase inhibitors, while rutin and epicatechin were identified as alpha-glucosidase inhibitors. Quercitrin, citric acid, quercetin, epicatechin, isoquercitrin, and 7-hydroxycoumarine were strongly correlated with both antihyperglycemic and antioxidant activities. The results of metabolomics were confirmed with molecular docking studies, which showed that some of these compounds acted as competitive inhibitors, while others acted as non-competitive ones. Possible synergism between epicatechin and citric acid in their interaction with IR was detected. Metabolomics combined with molecular docking efficiently identified and confirmed several antihyperglycemic and antioxidant compounds from M. malabathricum L.<em>,</em> leaf. This study provides scientific evidence for the traditional use of M. malabathricum L. as an antidiabetic herbal.</p></div>\",\"PeriodicalId\":21540,\"journal\":{\"name\":\"Saudi Journal of Biological Sciences\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2024-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1319562X24001256/pdfft?md5=cf1b4483980852d20c5e01007d4b9272&pid=1-s2.0-S1319562X24001256-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Saudi Journal of Biological Sciences\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1319562X24001256\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Agricultural and Biological Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Saudi Journal of Biological Sciences","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1319562X24001256","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
引用次数: 0
摘要
Melastoma malabathricum L.(当地名称为 Karamunting 或 Senduduk)的干叶在印度尼西亚许多地区传统上作为草药茶饮用,以治疗包括糖尿病在内的各种疾病。迄今为止,有关其具有抗糖尿病活性的化合物的信息仍然非常罕见。本研究旨在利用基于 LC-MS 的代谢组学和分子对接方法,鉴定 M. malabathricum L. 叶子中的生物活性化合物。采用不同方法酿造的叶片接受了 LC-MS 测量和几种生物活性测试(体内和体外抗高血糖和体外抗氧化)。利用多元数据分析将 LC-MS 数据与活性数据联系起来。以α-葡萄糖苷酶、α-淀粉酶和胰岛素受体为蛋白质靶标进行了分子对接,以验证结果并研究已鉴定化合物与蛋白质靶标之间的相互作用。结果表明,异槲皮素和米果苷被鉴定为与α-淀粉酶抑制剂密切相关的化合物,而芦丁和表儿茶素被鉴定为α-葡萄糖苷酶抑制剂。槲皮素、柠檬酸、槲皮素、表儿茶素、异槲皮素和 7-羟基香豆素与抗高血糖和抗氧化活性密切相关。分子对接研究证实了代谢组学的结果,表明其中一些化合物是竞争性抑制剂,而另一些则是非竞争性抑制剂。研究发现,表儿茶素和柠檬酸在与红外的相互作用中可能存在协同作用。代谢组学与分子对接相结合,有效地鉴定并证实了 M. malabathricum L. 叶中的几种抗高血糖和抗氧化化合物。这项研究为M. malabathricum L.作为一种抗糖尿病草药的传统用途提供了科学证据。
LC-MS metabolomics and molecular docking approaches to identify antihyperglycemic and antioxidant compounds from Melastoma malabathricum L. Leaf
The dried leaves of Melastoma malabathricum L., locally named Karamunting or Senduduk, is traditionally consumed in many regions in Indonesia as herbal tea to cure different illnesses, including diabetes. To date, information on the compounds responsible for their antidiabetic activity is still very rare. The study aimed to identify bioactive compounds of M. malabathricum L. leaves using LC-MS based metabolomics and molecular docking approaches. The leaves brewed with different methods were subjected to LC−MS measurements and several bioactivity tests (in vivo and in vitro antihyperglycemic, and in vitro antioxidant). LC−MS data were linked to the activity data using multivariate data analysis. Molecular docking using alpha-glucosidase, alpha-amylase, and insulin receptor as protein targets was used to verify the results and study the interaction between the identified compound and protein targets. As results, isoquercetin and myricitrin were identified as compounds strongly associated with alpha-amylase inhibitors, while rutin and epicatechin were identified as alpha-glucosidase inhibitors. Quercitrin, citric acid, quercetin, epicatechin, isoquercitrin, and 7-hydroxycoumarine were strongly correlated with both antihyperglycemic and antioxidant activities. The results of metabolomics were confirmed with molecular docking studies, which showed that some of these compounds acted as competitive inhibitors, while others acted as non-competitive ones. Possible synergism between epicatechin and citric acid in their interaction with IR was detected. Metabolomics combined with molecular docking efficiently identified and confirmed several antihyperglycemic and antioxidant compounds from M. malabathricum L., leaf. This study provides scientific evidence for the traditional use of M. malabathricum L. as an antidiabetic herbal.
期刊介绍:
Saudi Journal of Biological Sciences is an English language, peer-reviewed scholarly publication in the area of biological sciences. Saudi Journal of Biological Sciences publishes original papers, reviews and short communications on, but not limited to:
• Biology, Ecology and Ecosystems, Environmental and Biodiversity
• Conservation
• Microbiology
• Physiology
• Genetics and Epidemiology
Saudi Journal of Biological Sciences is the official publication of the Saudi Society for Biological Sciences and is published by King Saud University in collaboration with Elsevier and is edited by an international group of eminent researchers.