Systems Pharmacology Approach to Investigate the Mechanism of Kai-Xin-San in Alzheimer's Disease
Alzheimer's disease (AD) is a complex neurodegenerative disease characterized by cognitive dysfunction. Kai-Xin-San (KXS) is a traditional Chinese medicine (TCM) formula that has been used to treat AD patients for over a thousand years in China. However, the therapeutic mechanisms of KXS for tr...
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creator | Luo, Yunxia Li, Dongli Liao, Yanfang Cai, Chuipu Wu, Qihui Ke, Hanzhong Liu, Xinning Li, Huilin Hong, Honghai Xu, Yumin Wang, Qi Fang, Jiansong Fang, Shuhuan |
description | Alzheimer's disease (AD) is a complex neurodegenerative disease characterized by cognitive dysfunction. Kai-Xin-San (KXS) is a traditional Chinese medicine (TCM) formula that has been used to treat AD patients for over a thousand years in China. However, the therapeutic mechanisms of KXS for treating AD have not been fully explored. Herein, we used a comprehensive network pharmacology approach to investigate the mechanism of action of KXS in the treatment of AD. This approach consists of construction of multiple networks and Gene Ontology enrichment and pathway analyses. Furthermore, animal experiments were performed to validate the predicted molecular mechanisms obtained from the systems pharmacology-based analysis. As a result, 50 chemicals in KXS and 39 AD-associated proteins were identified as major active compounds and targets, respectively. The therapeutic mechanisms of KXS in treating AD were primarily related to the regulation of four pathology modules, including amyloid beta metabolism, tau protein hyperphosphorylation process, cholinergic dysfunction, and inflammation. In scopolamine-induced cognitive dysfunction mice, we validated the anti-inflammatory effects of KXS on AD by determining the levels of inflammation cytokines including interleukin (IL)-6, IL-1 beta, and tumor necrosis factor (TNF)-alpha. We also found cholinergic system dysfunction amelioration of KXS is correlated with upregulation of the cholinergic receptor CHRNB2. In conclusion, our work proposes a comprehensive systems pharmacology approach to explore the underlying therapeutic mechanism of KXS for the treatment of AD. |
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Kai-Xin-San (KXS) is a traditional Chinese medicine (TCM) formula that has been used to treat AD patients for over a thousand years in China. However, the therapeutic mechanisms of KXS for treating AD have not been fully explored. Herein, we used a comprehensive network pharmacology approach to investigate the mechanism of action of KXS in the treatment of AD. This approach consists of construction of multiple networks and Gene Ontology enrichment and pathway analyses. Furthermore, animal experiments were performed to validate the predicted molecular mechanisms obtained from the systems pharmacology-based analysis. As a result, 50 chemicals in KXS and 39 AD-associated proteins were identified as major active compounds and targets, respectively. The therapeutic mechanisms of KXS in treating AD were primarily related to the regulation of four pathology modules, including amyloid beta metabolism, tau protein hyperphosphorylation process, cholinergic dysfunction, and inflammation. In scopolamine-induced cognitive dysfunction mice, we validated the anti-inflammatory effects of KXS on AD by determining the levels of inflammation cytokines including interleukin (IL)-6, IL-1 beta, and tumor necrosis factor (TNF)-alpha. We also found cholinergic system dysfunction amelioration of KXS is correlated with upregulation of the cholinergic receptor CHRNB2. In conclusion, our work proposes a comprehensive systems pharmacology approach to explore the underlying therapeutic mechanism of KXS for the treatment of AD.</description><identifier>ISSN: 1663-9812</identifier><identifier>EISSN: 1663-9812</identifier><identifier>DOI: 10.3389/fphar.2020.00381</identifier><identifier>PMID: 32317964</identifier><language>eng</language><publisher>LAUSANNE: Frontiers Media Sa</publisher><subject>Alzheimer's disease ; cholinergic system ; Kai-Xin-San ; Life Sciences & Biomedicine ; neuroinflammation ; Pharmacology ; Pharmacology & Pharmacy ; Science & Technology ; systems pharmacology</subject><ispartof>Frontiers in pharmacology, 2020-04, Vol.11, p.381-381, Article 381</ispartof><rights>Copyright © 2020 Luo, Li, Liao, Cai, Wu, Ke, Liu, Li, Hong, Xu, Wang, Fang and Fang.</rights><rights>Copyright © 2020 Luo, Li, Liao, Cai, Wu, Ke, Liu, Li, Hong, Xu, Wang, Fang and Fang 2020 Luo, Li, Liao, Cai, Wu, Ke, Liu, Li, Hong, Xu, Wang, Fang and Fang</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>53</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000527943100001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c462t-1deb01fe25558cbf2938fdc37a984dcd0729669b5e15e9f43a70ac1e2eedb02c3</citedby><cites>FETCH-LOGICAL-c462t-1deb01fe25558cbf2938fdc37a984dcd0729669b5e15e9f43a70ac1e2eedb02c3</cites><orcidid>0000-0001-8148-2897</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147119/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147119/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,729,782,786,866,887,2104,2116,27931,27932,28255,53798,53800</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32317964$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Luo, Yunxia</creatorcontrib><creatorcontrib>Li, Dongli</creatorcontrib><creatorcontrib>Liao, Yanfang</creatorcontrib><creatorcontrib>Cai, Chuipu</creatorcontrib><creatorcontrib>Wu, Qihui</creatorcontrib><creatorcontrib>Ke, Hanzhong</creatorcontrib><creatorcontrib>Liu, Xinning</creatorcontrib><creatorcontrib>Li, Huilin</creatorcontrib><creatorcontrib>Hong, Honghai</creatorcontrib><creatorcontrib>Xu, Yumin</creatorcontrib><creatorcontrib>Wang, Qi</creatorcontrib><creatorcontrib>Fang, Jiansong</creatorcontrib><creatorcontrib>Fang, Shuhuan</creatorcontrib><title>Systems Pharmacology Approach to Investigate the Mechanism of Kai-Xin-San in Alzheimer's Disease</title><title>Frontiers in pharmacology</title><addtitle>FRONT PHARMACOL</addtitle><addtitle>Front Pharmacol</addtitle><description>Alzheimer's disease (AD) is a complex neurodegenerative disease characterized by cognitive dysfunction. Kai-Xin-San (KXS) is a traditional Chinese medicine (TCM) formula that has been used to treat AD patients for over a thousand years in China. However, the therapeutic mechanisms of KXS for treating AD have not been fully explored. Herein, we used a comprehensive network pharmacology approach to investigate the mechanism of action of KXS in the treatment of AD. This approach consists of construction of multiple networks and Gene Ontology enrichment and pathway analyses. Furthermore, animal experiments were performed to validate the predicted molecular mechanisms obtained from the systems pharmacology-based analysis. As a result, 50 chemicals in KXS and 39 AD-associated proteins were identified as major active compounds and targets, respectively. The therapeutic mechanisms of KXS in treating AD were primarily related to the regulation of four pathology modules, including amyloid beta metabolism, tau protein hyperphosphorylation process, cholinergic dysfunction, and inflammation. In scopolamine-induced cognitive dysfunction mice, we validated the anti-inflammatory effects of KXS on AD by determining the levels of inflammation cytokines including interleukin (IL)-6, IL-1 beta, and tumor necrosis factor (TNF)-alpha. We also found cholinergic system dysfunction amelioration of KXS is correlated with upregulation of the cholinergic receptor CHRNB2. In conclusion, our work proposes a comprehensive systems pharmacology approach to explore the underlying therapeutic mechanism of KXS for the treatment of AD.</description><subject>Alzheimer's disease</subject><subject>cholinergic system</subject><subject>Kai-Xin-San</subject><subject>Life Sciences & Biomedicine</subject><subject>neuroinflammation</subject><subject>Pharmacology</subject><subject>Pharmacology & Pharmacy</subject><subject>Science & Technology</subject><subject>systems pharmacology</subject><issn>1663-9812</issn><issn>1663-9812</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AOWDO</sourceid><sourceid>DOA</sourceid><recordid>eNqNks1vFCEYhydGY5vauyfDTRMzKx_zxcVks1rdWKNJNfGGDPOyQzMDU2Brtn-9zG7dtDc5AIHnfSD8yLKXBC8Ya_g7PfXSLyimeIExa8iT7JRUFct5Q-jTB_OT7DyEa5wa45xVxfPshFFGal4Vp9nvq12IMAb0PclGqdzgNju0nCbvpOpRdGhtbyFEs5ERUOwBfQXVS2vCiJxGX6TJfxmbX0mLjEXL4a4HM4J_HdAHE0AGeJE903IIcH4_nmU_Lz7-WH3OL799Wq-Wl7kqKhpz0kGLiQZalmWjWk05a3SnWC15U3SqwzXlVcXbEkgJXBdM1lgqAhSgazFV7CxbH7ydk9di8maUfiecNGK_4PxGSB-NGkBo1QCp2y45oGgY8AJaSupSFpqouqTJ9f7gmrbtCJ0CG70cHkkf71jTi427FTUpakJ4Ery5F3h3s03PJ0YTFAyDtOC2QVA2B5E6llB8QJV3IXjQx2MIFnPOYp-zmHMW-5xTyauH1zsW_Es1AW8PwB9onQ7KgFVwxNJHKGnNC0bmPzHrmv-nVybKaJxdua2N7C8zR8aw</recordid><startdate>20200403</startdate><enddate>20200403</enddate><creator>Luo, Yunxia</creator><creator>Li, Dongli</creator><creator>Liao, Yanfang</creator><creator>Cai, Chuipu</creator><creator>Wu, Qihui</creator><creator>Ke, Hanzhong</creator><creator>Liu, Xinning</creator><creator>Li, Huilin</creator><creator>Hong, Honghai</creator><creator>Xu, Yumin</creator><creator>Wang, Qi</creator><creator>Fang, Jiansong</creator><creator>Fang, Shuhuan</creator><general>Frontiers Media Sa</general><general>Frontiers Media S.A</general><scope>AOWDO</scope><scope>BLEPL</scope><scope>DTL</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-8148-2897</orcidid></search><sort><creationdate>20200403</creationdate><title>Systems Pharmacology Approach to Investigate the Mechanism of Kai-Xin-San in Alzheimer's Disease</title><author>Luo, Yunxia ; Li, Dongli ; Liao, Yanfang ; Cai, Chuipu ; Wu, Qihui ; Ke, Hanzhong ; Liu, Xinning ; Li, Huilin ; Hong, Honghai ; Xu, Yumin ; Wang, Qi ; Fang, Jiansong ; Fang, Shuhuan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c462t-1deb01fe25558cbf2938fdc37a984dcd0729669b5e15e9f43a70ac1e2eedb02c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Alzheimer's disease</topic><topic>cholinergic system</topic><topic>Kai-Xin-San</topic><topic>Life Sciences & Biomedicine</topic><topic>neuroinflammation</topic><topic>Pharmacology</topic><topic>Pharmacology & Pharmacy</topic><topic>Science & Technology</topic><topic>systems pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Luo, Yunxia</creatorcontrib><creatorcontrib>Li, Dongli</creatorcontrib><creatorcontrib>Liao, Yanfang</creatorcontrib><creatorcontrib>Cai, Chuipu</creatorcontrib><creatorcontrib>Wu, Qihui</creatorcontrib><creatorcontrib>Ke, Hanzhong</creatorcontrib><creatorcontrib>Liu, Xinning</creatorcontrib><creatorcontrib>Li, Huilin</creatorcontrib><creatorcontrib>Hong, Honghai</creatorcontrib><creatorcontrib>Xu, Yumin</creatorcontrib><creatorcontrib>Wang, Qi</creatorcontrib><creatorcontrib>Fang, Jiansong</creatorcontrib><creatorcontrib>Fang, Shuhuan</creatorcontrib><collection>Web of Science - Science Citation Index Expanded - 2020</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Luo, Yunxia</au><au>Li, Dongli</au><au>Liao, Yanfang</au><au>Cai, Chuipu</au><au>Wu, Qihui</au><au>Ke, Hanzhong</au><au>Liu, Xinning</au><au>Li, Huilin</au><au>Hong, Honghai</au><au>Xu, Yumin</au><au>Wang, Qi</au><au>Fang, Jiansong</au><au>Fang, Shuhuan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Systems Pharmacology Approach to Investigate the Mechanism of Kai-Xin-San in Alzheimer's Disease</atitle><jtitle>Frontiers in pharmacology</jtitle><stitle>FRONT PHARMACOL</stitle><addtitle>Front Pharmacol</addtitle><date>2020-04-03</date><risdate>2020</risdate><volume>11</volume><spage>381</spage><epage>381</epage><pages>381-381</pages><artnum>381</artnum><issn>1663-9812</issn><eissn>1663-9812</eissn><abstract>Alzheimer's disease (AD) is a complex neurodegenerative disease characterized by cognitive dysfunction. Kai-Xin-San (KXS) is a traditional Chinese medicine (TCM) formula that has been used to treat AD patients for over a thousand years in China. However, the therapeutic mechanisms of KXS for treating AD have not been fully explored. Herein, we used a comprehensive network pharmacology approach to investigate the mechanism of action of KXS in the treatment of AD. This approach consists of construction of multiple networks and Gene Ontology enrichment and pathway analyses. Furthermore, animal experiments were performed to validate the predicted molecular mechanisms obtained from the systems pharmacology-based analysis. As a result, 50 chemicals in KXS and 39 AD-associated proteins were identified as major active compounds and targets, respectively. The therapeutic mechanisms of KXS in treating AD were primarily related to the regulation of four pathology modules, including amyloid beta metabolism, tau protein hyperphosphorylation process, cholinergic dysfunction, and inflammation. In scopolamine-induced cognitive dysfunction mice, we validated the anti-inflammatory effects of KXS on AD by determining the levels of inflammation cytokines including interleukin (IL)-6, IL-1 beta, and tumor necrosis factor (TNF)-alpha. We also found cholinergic system dysfunction amelioration of KXS is correlated with upregulation of the cholinergic receptor CHRNB2. In conclusion, our work proposes a comprehensive systems pharmacology approach to explore the underlying therapeutic mechanism of KXS for the treatment of AD.</abstract><cop>LAUSANNE</cop><pub>Frontiers Media Sa</pub><pmid>32317964</pmid><doi>10.3389/fphar.2020.00381</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-8148-2897</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Alzheimer's disease cholinergic system Kai-Xin-San Life Sciences & Biomedicine neuroinflammation Pharmacology Pharmacology & Pharmacy Science & Technology systems pharmacology |
title | Systems Pharmacology Approach to Investigate the Mechanism of Kai-Xin-San in Alzheimer's Disease |
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