Uncovering the Mechanism of Chinese Hawthorn Leaf on Myocardial Ischemia Based on Network Pharmacology, Molecular Docking Verification, and In Vitro Studies
Hawthorn leaf has shown therapeutic effects in the patients with myocardial ischemia. Our study combines network pharmacology, molecular docking techniques, and in vitro experiment with the aim of revealing the mechanism of hawthorn leaves in the treatment of myocardial ischemia. The active ingredie...
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Veröffentlicht in: | Cardiovascular toxicology 2024-02, Vol.24 (2), p.171-183 |
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description | Hawthorn leaf has shown therapeutic effects in the patients with myocardial ischemia. Our study combines network pharmacology, molecular docking techniques, and in vitro experiment with the aim of revealing the mechanism of hawthorn leaves in the treatment of myocardial ischemia. The active ingredients and corresponding targets of hawthorn leaf through Traditional Chinese Medicine System Pharmacology and Swiss Target Prediction databases. Targets related to myocardial ischemia were retrieved by Gene Card, Online Mendelian Inheritance in Man, Disgenet, and Therapeutic Targets Database databases. Cytoscape software was used to construct an ingredient–target–organ network and enrichment analysis of common targets was analyzed. Molecular docking verification of the core compound and target interactions was performed using MOE software. In vitro cell experiment was performed to verify the findings from bioinformatics analysis. Six active components and 107 potential therapeutic targets were screened. The protein–protein interaction network analysis indicated that 10 targets, including AKT1 and EGFR, were hub genes. Quercetin, kaempferol and isorhamnetin were taken as core active components. Through pathway enrichment analysis, nearly 455 Gene Ontology entries and 77 Kyoto Encyclopedia of Genes and Genomes pathways were obtained, mainly including PI3K/Akt, estrogen and other signaling pathways. Molecular docking prediction showed that three main active ingredients were firmly combined with the core targets. Cellular experiments showed that quercetin alleviated oxidative damage in cells and regulated the expression of PI3K, P-AKT/AKT and Bax/Bcl-2 proteins. This study identified the potential targets of Hawthorn leaf against myocardial ischemia using network pharmacology and in vitro verification, which provided a new understanding of the pharmacological mechanisms of Hawthorn leaf in treatment of myocardial ischemia. |
doi_str_mv | 10.1007/s12012-024-09825-w |
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Our study combines network pharmacology, molecular docking techniques, and in vitro experiment with the aim of revealing the mechanism of hawthorn leaves in the treatment of myocardial ischemia. The active ingredients and corresponding targets of hawthorn leaf through Traditional Chinese Medicine System Pharmacology and Swiss Target Prediction databases. Targets related to myocardial ischemia were retrieved by Gene Card, Online Mendelian Inheritance in Man, Disgenet, and Therapeutic Targets Database databases. Cytoscape software was used to construct an ingredient–target–organ network and enrichment analysis of common targets was analyzed. Molecular docking verification of the core compound and target interactions was performed using MOE software. In vitro cell experiment was performed to verify the findings from bioinformatics analysis. Six active components and 107 potential therapeutic targets were screened. The protein–protein interaction network analysis indicated that 10 targets, including AKT1 and EGFR, were hub genes. Quercetin, kaempferol and isorhamnetin were taken as core active components. Through pathway enrichment analysis, nearly 455 Gene Ontology entries and 77 Kyoto Encyclopedia of Genes and Genomes pathways were obtained, mainly including PI3K/Akt, estrogen and other signaling pathways. Molecular docking prediction showed that three main active ingredients were firmly combined with the core targets. Cellular experiments showed that quercetin alleviated oxidative damage in cells and regulated the expression of PI3K, P-AKT/AKT and Bax/Bcl-2 proteins. This study identified the potential targets of Hawthorn leaf against myocardial ischemia using network pharmacology and in vitro verification, which provided a new understanding of the pharmacological mechanisms of Hawthorn leaf in treatment of myocardial ischemia.</description><identifier>ISSN: 1530-7905</identifier><identifier>EISSN: 1559-0259</identifier><identifier>DOI: 10.1007/s12012-024-09825-w</identifier><identifier>PMID: 38376772</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>1-Phosphatidylinositol 3-kinase ; AKT protein ; AKT1 protein ; BAX protein ; Bcl-2 protein ; Bioinformatics ; Biomedical and Life Sciences ; Biomedicine ; Cardiology ; Coronary Artery Disease ; Crataegus ; Databases, Genetic ; Drugs, Chinese Herbal - pharmacology ; Encyclopedias ; Estrogens ; Genes ; Genomes ; Herbal medicine ; Humans ; Ingredients ; Ischemia ; Kaempferol ; Leaves ; Molecular docking ; Molecular Docking Simulation ; Myocardial ischemia ; Myocardial Ischemia - drug therapy ; Myocardial Ischemia - genetics ; Network analysis ; Network Pharmacology ; Pharmacology ; Pharmacology/Toxicology ; Phosphatidylinositol 3-Kinases ; Proteins ; Proto-Oncogene Proteins c-akt ; Quercetin ; Quercetin - pharmacology ; Software ; Therapeutic targets ; Traditional Chinese medicine ; Verification</subject><ispartof>Cardiovascular toxicology, 2024-02, Vol.24 (2), p.171-183</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024. corrected publication 2024. 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The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c326t-24d83c730cecfe1160e06eb20063f5220b724337bd032434754d6c7c7f069ab63</cites><orcidid>0000-0002-1791-5827</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12012-024-09825-w$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12012-024-09825-w$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38376772$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gao, Jingyun</creatorcontrib><creatorcontrib>Wang, Yueyue</creatorcontrib><creatorcontrib>Xiong, Hui</creatorcontrib><creatorcontrib>Zhao, Shengnan</creatorcontrib><creatorcontrib>He, Mingmei</creatorcontrib><creatorcontrib>He, Meiting</creatorcontrib><creatorcontrib>Pan, Haifeng</creatorcontrib><title>Uncovering the Mechanism of Chinese Hawthorn Leaf on Myocardial Ischemia Based on Network Pharmacology, Molecular Docking Verification, and In Vitro Studies</title><title>Cardiovascular toxicology</title><addtitle>Cardiovasc Toxicol</addtitle><addtitle>Cardiovasc Toxicol</addtitle><description>Hawthorn leaf has shown therapeutic effects in the patients with myocardial ischemia. Our study combines network pharmacology, molecular docking techniques, and in vitro experiment with the aim of revealing the mechanism of hawthorn leaves in the treatment of myocardial ischemia. The active ingredients and corresponding targets of hawthorn leaf through Traditional Chinese Medicine System Pharmacology and Swiss Target Prediction databases. Targets related to myocardial ischemia were retrieved by Gene Card, Online Mendelian Inheritance in Man, Disgenet, and Therapeutic Targets Database databases. Cytoscape software was used to construct an ingredient–target–organ network and enrichment analysis of common targets was analyzed. Molecular docking verification of the core compound and target interactions was performed using MOE software. In vitro cell experiment was performed to verify the findings from bioinformatics analysis. Six active components and 107 potential therapeutic targets were screened. The protein–protein interaction network analysis indicated that 10 targets, including AKT1 and EGFR, were hub genes. Quercetin, kaempferol and isorhamnetin were taken as core active components. Through pathway enrichment analysis, nearly 455 Gene Ontology entries and 77 Kyoto Encyclopedia of Genes and Genomes pathways were obtained, mainly including PI3K/Akt, estrogen and other signaling pathways. Molecular docking prediction showed that three main active ingredients were firmly combined with the core targets. Cellular experiments showed that quercetin alleviated oxidative damage in cells and regulated the expression of PI3K, P-AKT/AKT and Bax/Bcl-2 proteins. This study identified the potential targets of Hawthorn leaf against myocardial ischemia using network pharmacology and in vitro verification, which provided a new understanding of the pharmacological mechanisms of Hawthorn leaf in treatment of myocardial ischemia.</description><subject>1-Phosphatidylinositol 3-kinase</subject><subject>AKT protein</subject><subject>AKT1 protein</subject><subject>BAX protein</subject><subject>Bcl-2 protein</subject><subject>Bioinformatics</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cardiology</subject><subject>Coronary Artery Disease</subject><subject>Crataegus</subject><subject>Databases, Genetic</subject><subject>Drugs, Chinese Herbal - pharmacology</subject><subject>Encyclopedias</subject><subject>Estrogens</subject><subject>Genes</subject><subject>Genomes</subject><subject>Herbal medicine</subject><subject>Humans</subject><subject>Ingredients</subject><subject>Ischemia</subject><subject>Kaempferol</subject><subject>Leaves</subject><subject>Molecular docking</subject><subject>Molecular Docking Simulation</subject><subject>Myocardial ischemia</subject><subject>Myocardial Ischemia - drug therapy</subject><subject>Myocardial Ischemia - genetics</subject><subject>Network analysis</subject><subject>Network Pharmacology</subject><subject>Pharmacology</subject><subject>Pharmacology/Toxicology</subject><subject>Phosphatidylinositol 3-Kinases</subject><subject>Proteins</subject><subject>Proto-Oncogene Proteins c-akt</subject><subject>Quercetin</subject><subject>Quercetin - pharmacology</subject><subject>Software</subject><subject>Therapeutic targets</subject><subject>Traditional Chinese medicine</subject><subject>Verification</subject><issn>1530-7905</issn><issn>1559-0259</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1u1DAURi0EoqXwAiyQJTYsGrix4zhZwvDTkWYACdqt5Tg3jdvEHuyE0bwLD4vDFJBYsPKVfe73WTqEPM3hZQ4gX8WcQc4yYEUGdcVEtr9HTnMh6nQl6vvLzCGTNYgT8ijGGwDGWCkekhNecVlKyU7Jj0tn_HcM1l3TqUe6RdNrZ-NIfUdXvXUYkV7o_dT74OgGdUe9o9uDNzq0Vg90HU2Po9X0jY7YLo8fcdr7cEs_9zqM2vjBXx_O6dYPaOZBB_rWm9ul7iq1dtboyXp3TrVr6drRKzsFT79Mc2sxPiYPOj1EfHJ3npHL9---ri6yzacP69XrTWY4K6eMFW3FjeRg0HSY5yUglNgwgJJ3gjFoJCs4l00LPA2FFEVbGmlkB2Wtm5KfkRfH3F3w32aMkxptNDgM2qGfo2I1qyrBKsET-vwf9MbPwaXfJYrnVSUrEIliR8oEH2PATu2CHXU4qBzU4k4d3ankTv1yp_Zp6dld9NyM2P5Z-S0rAfwIxN3iC8Pf7v_E_gRtgaVa</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Gao, Jingyun</creator><creator>Wang, Yueyue</creator><creator>Xiong, Hui</creator><creator>Zhao, Shengnan</creator><creator>He, Mingmei</creator><creator>He, Meiting</creator><creator>Pan, Haifeng</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-1791-5827</orcidid></search><sort><creationdate>20240201</creationdate><title>Uncovering the Mechanism of Chinese Hawthorn Leaf on Myocardial Ischemia Based on Network Pharmacology, Molecular Docking Verification, and In Vitro Studies</title><author>Gao, Jingyun ; Wang, Yueyue ; Xiong, Hui ; Zhao, Shengnan ; He, Mingmei ; He, Meiting ; Pan, Haifeng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c326t-24d83c730cecfe1160e06eb20063f5220b724337bd032434754d6c7c7f069ab63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>1-Phosphatidylinositol 3-kinase</topic><topic>AKT protein</topic><topic>AKT1 protein</topic><topic>BAX protein</topic><topic>Bcl-2 protein</topic><topic>Bioinformatics</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cardiology</topic><topic>Coronary Artery Disease</topic><topic>Crataegus</topic><topic>Databases, Genetic</topic><topic>Drugs, Chinese Herbal - pharmacology</topic><topic>Encyclopedias</topic><topic>Estrogens</topic><topic>Genes</topic><topic>Genomes</topic><topic>Herbal medicine</topic><topic>Humans</topic><topic>Ingredients</topic><topic>Ischemia</topic><topic>Kaempferol</topic><topic>Leaves</topic><topic>Molecular docking</topic><topic>Molecular Docking Simulation</topic><topic>Myocardial ischemia</topic><topic>Myocardial Ischemia - drug therapy</topic><topic>Myocardial Ischemia - genetics</topic><topic>Network analysis</topic><topic>Network Pharmacology</topic><topic>Pharmacology</topic><topic>Pharmacology/Toxicology</topic><topic>Phosphatidylinositol 3-Kinases</topic><topic>Proteins</topic><topic>Proto-Oncogene Proteins c-akt</topic><topic>Quercetin</topic><topic>Quercetin - pharmacology</topic><topic>Software</topic><topic>Therapeutic targets</topic><topic>Traditional Chinese medicine</topic><topic>Verification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Jingyun</creatorcontrib><creatorcontrib>Wang, Yueyue</creatorcontrib><creatorcontrib>Xiong, Hui</creatorcontrib><creatorcontrib>Zhao, Shengnan</creatorcontrib><creatorcontrib>He, Mingmei</creatorcontrib><creatorcontrib>He, Meiting</creatorcontrib><creatorcontrib>Pan, Haifeng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Cardiovascular toxicology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Jingyun</au><au>Wang, Yueyue</au><au>Xiong, Hui</au><au>Zhao, Shengnan</au><au>He, Mingmei</au><au>He, Meiting</au><au>Pan, Haifeng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Uncovering the Mechanism of Chinese Hawthorn Leaf on Myocardial Ischemia Based on Network Pharmacology, Molecular Docking Verification, and In Vitro Studies</atitle><jtitle>Cardiovascular toxicology</jtitle><stitle>Cardiovasc Toxicol</stitle><addtitle>Cardiovasc Toxicol</addtitle><date>2024-02-01</date><risdate>2024</risdate><volume>24</volume><issue>2</issue><spage>171</spage><epage>183</epage><pages>171-183</pages><issn>1530-7905</issn><eissn>1559-0259</eissn><abstract>Hawthorn leaf has shown therapeutic effects in the patients with myocardial ischemia. Our study combines network pharmacology, molecular docking techniques, and in vitro experiment with the aim of revealing the mechanism of hawthorn leaves in the treatment of myocardial ischemia. The active ingredients and corresponding targets of hawthorn leaf through Traditional Chinese Medicine System Pharmacology and Swiss Target Prediction databases. Targets related to myocardial ischemia were retrieved by Gene Card, Online Mendelian Inheritance in Man, Disgenet, and Therapeutic Targets Database databases. Cytoscape software was used to construct an ingredient–target–organ network and enrichment analysis of common targets was analyzed. Molecular docking verification of the core compound and target interactions was performed using MOE software. In vitro cell experiment was performed to verify the findings from bioinformatics analysis. Six active components and 107 potential therapeutic targets were screened. The protein–protein interaction network analysis indicated that 10 targets, including AKT1 and EGFR, were hub genes. Quercetin, kaempferol and isorhamnetin were taken as core active components. Through pathway enrichment analysis, nearly 455 Gene Ontology entries and 77 Kyoto Encyclopedia of Genes and Genomes pathways were obtained, mainly including PI3K/Akt, estrogen and other signaling pathways. Molecular docking prediction showed that three main active ingredients were firmly combined with the core targets. Cellular experiments showed that quercetin alleviated oxidative damage in cells and regulated the expression of PI3K, P-AKT/AKT and Bax/Bcl-2 proteins. This study identified the potential targets of Hawthorn leaf against myocardial ischemia using network pharmacology and in vitro verification, which provided a new understanding of the pharmacological mechanisms of Hawthorn leaf in treatment of myocardial ischemia.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>38376772</pmid><doi>10.1007/s12012-024-09825-w</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-1791-5827</orcidid></addata></record> |
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subjects | 1-Phosphatidylinositol 3-kinase AKT protein AKT1 protein BAX protein Bcl-2 protein Bioinformatics Biomedical and Life Sciences Biomedicine Cardiology Coronary Artery Disease Crataegus Databases, Genetic Drugs, Chinese Herbal - pharmacology Encyclopedias Estrogens Genes Genomes Herbal medicine Humans Ingredients Ischemia Kaempferol Leaves Molecular docking Molecular Docking Simulation Myocardial ischemia Myocardial Ischemia - drug therapy Myocardial Ischemia - genetics Network analysis Network Pharmacology Pharmacology Pharmacology/Toxicology Phosphatidylinositol 3-Kinases Proteins Proto-Oncogene Proteins c-akt Quercetin Quercetin - pharmacology Software Therapeutic targets Traditional Chinese medicine Verification |
title | Uncovering the Mechanism of Chinese Hawthorn Leaf on Myocardial Ischemia Based on Network Pharmacology, Molecular Docking Verification, and In Vitro Studies |
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