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Integrating systematic biological and proteomics strategies to explore the pharmacological mechanism of danshen yin modified on atherosclerosis
This research utilized the systematic biological and proteomics strategies to explore the regulatory mechanism of Danshen Yin Modified (DSYM) on atherosclerosis (AS) biological network. The traditional Chinese medicine database and HPLC was used to find the active compounds of DSYM, Pharmmapper data...
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Published in: | Journal of cellular and molecular medicine 2020-12, Vol.24 (23), p.13876-13898 |
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description | This research utilized the systematic biological and proteomics strategies to explore the regulatory mechanism of Danshen Yin Modified (DSYM) on atherosclerosis (AS) biological network. The traditional Chinese medicine database and HPLC was used to find the active compounds of DSYM, Pharmmapper database was used to predict potential targets, and OMIM database and GeneCards database were used to collect AS targets. String database was utilized to obtain the other protein of proteomics proteins and the protein‐protein interaction (PPI) data of DSYM targets, AS genes, proteomics proteins and other proteins. The Cytoscape 3.7.1 software was utilized to construct and analyse the network. The DAVID database is used to discover the biological processes and signalling pathways that these proteins aggregate. Finally, animal experiments and proteomics analysis were used to further verify the prediction results. The results showed that 140 active compounds, 405 DSYM targets and 590 AS genes were obtained, and 51 differentially expressed proteins were identified in the DSYM‐treated ApoE‐/‐ mouse AS model. A total of 4 major networks and a number of their derivative networks were constructed and analysed. The prediction results showed that DSYM can regulate AS‐related biological processes and signalling pathways. Animal experiments have also shown that DSYM has a therapeutic effect on ApoE‐/‐mouse AS model (P |
doi_str_mv | 10.1111/jcmm.15979 |
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The traditional Chinese medicine database and HPLC was used to find the active compounds of DSYM, Pharmmapper database was used to predict potential targets, and OMIM database and GeneCards database were used to collect AS targets. String database was utilized to obtain the other protein of proteomics proteins and the protein‐protein interaction (PPI) data of DSYM targets, AS genes, proteomics proteins and other proteins. The Cytoscape 3.7.1 software was utilized to construct and analyse the network. The DAVID database is used to discover the biological processes and signalling pathways that these proteins aggregate. Finally, animal experiments and proteomics analysis were used to further verify the prediction results. The results showed that 140 active compounds, 405 DSYM targets and 590 AS genes were obtained, and 51 differentially expressed proteins were identified in the DSYM‐treated ApoE‐/‐ mouse AS model. A total of 4 major networks and a number of their derivative networks were constructed and analysed. The prediction results showed that DSYM can regulate AS‐related biological processes and signalling pathways. Animal experiments have also shown that DSYM has a therapeutic effect on ApoE‐/‐mouse AS model (P < .05). Therefore, this study proposed a new method based on systems biology, proteomics, and experimental pharmacology, and analysed the pharmacological mechanism of DSYM. DSYM may achieve therapeutic effects by regulating AS‐related signalling pathways and biological processes found in this research.</description><identifier>ISSN: 1582-1838</identifier><identifier>EISSN: 1582-4934</identifier><identifier>DOI: 10.1111/jcmm.15979</identifier><identifier>PMID: 33140562</identifier><language>eng</language><publisher>England: John Wiley & Sons, Inc</publisher><subject>Angina pectoris ; Animal research ; Animals ; ApoE‐/‐ mouse ; Apolipoprotein E ; Apolipoproteins E - deficiency ; Arteriosclerosis ; Atherosclerosis ; Atherosclerosis - blood ; Atherosclerosis - etiology ; Atherosclerosis - metabolism ; Biomarkers ; Cardiovascular disease ; Chinese medicine ; Computational Biology - methods ; Computer programs ; Danshen Yin Modified ; Disease Models, Animal ; Drugs ; Drugs, Chinese Herbal - pharmacology ; Endothelial Cells - metabolism ; Endothelial Cells - ultrastructure ; Enzymes ; Gene Expression Profiling ; Gene Ontology ; Genes ; Heart ; High-performance liquid chromatography ; Immunohistochemistry ; Ischemia ; Laboratory animals ; Medical research ; Medicine, Chinese Traditional ; Mice ; Mice, Knockout ; Original ; Pharmacokinetics ; Protein interaction ; Protein Interaction Mapping ; Protein Interaction Maps ; Proteins ; Proteome - drug effects ; Proteomics ; Proteomics - methods ; reverse transcription‐PCR ; Signal transduction ; Software ; systematic biology ; Systems Biology - methods ; Traditional Chinese medicine</subject><ispartof>Journal of cellular and molecular medicine, 2020-12, Vol.24 (23), p.13876-13898</ispartof><rights>2020 The Authors. published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd.</rights><rights>2020 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd.</rights><rights>2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4769-d7c38ef2f10a3cad0ac33ea2601bc749072ec105a0c1208d5e31c1b0fdd046c63</citedby><cites>FETCH-LOGICAL-c4769-d7c38ef2f10a3cad0ac33ea2601bc749072ec105a0c1208d5e31c1b0fdd046c63</cites><orcidid>0000-0002-1442-8644</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2906745580/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2906745580?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11562,25753,27924,27925,37012,37013,44590,46052,46476,53791,53793,74998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33140562$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Kailin</creatorcontrib><creatorcontrib>Zeng, Liuting</creatorcontrib><creatorcontrib>Ge, Anqi</creatorcontrib><creatorcontrib>Pan, Xiaoping</creatorcontrib><creatorcontrib>Bao, Tingting</creatorcontrib><creatorcontrib>Long, Zhiyong</creatorcontrib><creatorcontrib>Tong, Qiaozhen</creatorcontrib><creatorcontrib>Yuan, Mengxia</creatorcontrib><creatorcontrib>Zhu, Xiaofei</creatorcontrib><creatorcontrib>Ge, Jinwen</creatorcontrib><creatorcontrib>Huang, Zhengde</creatorcontrib><title>Integrating systematic biological and proteomics strategies to explore the pharmacological mechanism of danshen yin modified on atherosclerosis</title><title>Journal of cellular and molecular medicine</title><addtitle>J Cell Mol Med</addtitle><description>This research utilized the systematic biological and proteomics strategies to explore the regulatory mechanism of Danshen Yin Modified (DSYM) on atherosclerosis (AS) biological network. The traditional Chinese medicine database and HPLC was used to find the active compounds of DSYM, Pharmmapper database was used to predict potential targets, and OMIM database and GeneCards database were used to collect AS targets. String database was utilized to obtain the other protein of proteomics proteins and the protein‐protein interaction (PPI) data of DSYM targets, AS genes, proteomics proteins and other proteins. The Cytoscape 3.7.1 software was utilized to construct and analyse the network. The DAVID database is used to discover the biological processes and signalling pathways that these proteins aggregate. Finally, animal experiments and proteomics analysis were used to further verify the prediction results. The results showed that 140 active compounds, 405 DSYM targets and 590 AS genes were obtained, and 51 differentially expressed proteins were identified in the DSYM‐treated ApoE‐/‐ mouse AS model. A total of 4 major networks and a number of their derivative networks were constructed and analysed. The prediction results showed that DSYM can regulate AS‐related biological processes and signalling pathways. Animal experiments have also shown that DSYM has a therapeutic effect on ApoE‐/‐mouse AS model (P < .05). Therefore, this study proposed a new method based on systems biology, proteomics, and experimental pharmacology, and analysed the pharmacological mechanism of DSYM. DSYM may achieve therapeutic effects by regulating AS‐related signalling pathways and biological processes found in this research.</description><subject>Angina pectoris</subject><subject>Animal research</subject><subject>Animals</subject><subject>ApoE‐/‐ mouse</subject><subject>Apolipoprotein E</subject><subject>Apolipoproteins E - deficiency</subject><subject>Arteriosclerosis</subject><subject>Atherosclerosis</subject><subject>Atherosclerosis - blood</subject><subject>Atherosclerosis - etiology</subject><subject>Atherosclerosis - metabolism</subject><subject>Biomarkers</subject><subject>Cardiovascular disease</subject><subject>Chinese medicine</subject><subject>Computational Biology - methods</subject><subject>Computer programs</subject><subject>Danshen Yin Modified</subject><subject>Disease Models, Animal</subject><subject>Drugs</subject><subject>Drugs, Chinese Herbal - pharmacology</subject><subject>Endothelial Cells - metabolism</subject><subject>Endothelial Cells - ultrastructure</subject><subject>Enzymes</subject><subject>Gene Expression Profiling</subject><subject>Gene Ontology</subject><subject>Genes</subject><subject>Heart</subject><subject>High-performance liquid chromatography</subject><subject>Immunohistochemistry</subject><subject>Ischemia</subject><subject>Laboratory animals</subject><subject>Medical research</subject><subject>Medicine, Chinese Traditional</subject><subject>Mice</subject><subject>Mice, Knockout</subject><subject>Original</subject><subject>Pharmacokinetics</subject><subject>Protein interaction</subject><subject>Protein Interaction Mapping</subject><subject>Protein Interaction Maps</subject><subject>Proteins</subject><subject>Proteome - drug effects</subject><subject>Proteomics</subject><subject>Proteomics - methods</subject><subject>reverse transcription‐PCR</subject><subject>Signal transduction</subject><subject>Software</subject><subject>systematic biology</subject><subject>Systems Biology - methods</subject><subject>Traditional Chinese medicine</subject><issn>1582-1838</issn><issn>1582-4934</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>PIMPY</sourceid><recordid>eNp9ks2OFCEUhStG44yjGx_AkLgxJj1CAUXVxmTS8WfMTNzomtCXW1V0CmihWu2n8JWlp9uOuhgWcBO-e-DAqarnjF6yMt6swftLJjvVPajOmWzrhei4eHisWcvbs-pJzmtKecN497g645wJKpv6vPp1HWYckpldGEje5Rl9qYGsXJzi4MBMxARLNinOGL2DTPJcaBwcZjJHgj83U0xI5hHJZjTJGzg1eoTRBJc9iT2xJuQRA9m5QHy0rndoSQzElM4UM0z72eWn1aPeTBmfHdeL6uv7d1-WHxc3nz9cL69uFiBU0y2sAt5iX_eMGg7GUgOco6kbylagREdVjcCoNBRYTVsrkTNgK9pbS0UDDb-o3h50N9uVRwsYiq1Jb5LzJu10NE7_uxPcqIf4XSsledepIvDqKJDity3mWXuXAafJBIzbrGshVa1UK_foy__QddymUOzpuqONElK29F5KNKqlgt4d-_pAQXmunLA_XZlRvU-D3qdB36WhwC_-NnlC_3x_AdgB-OEm3N0jpT8tb28Por8BrEPECw</recordid><startdate>202012</startdate><enddate>202012</enddate><creator>Yang, Kailin</creator><creator>Zeng, Liuting</creator><creator>Ge, Anqi</creator><creator>Pan, Xiaoping</creator><creator>Bao, Tingting</creator><creator>Long, Zhiyong</creator><creator>Tong, Qiaozhen</creator><creator>Yuan, Mengxia</creator><creator>Zhu, Xiaofei</creator><creator>Ge, Jinwen</creator><creator>Huang, Zhengde</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><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>3V.</scope><scope>7QP</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88I</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1442-8644</orcidid></search><sort><creationdate>202012</creationdate><title>Integrating systematic biological and proteomics strategies to explore the pharmacological mechanism of danshen yin modified on atherosclerosis</title><author>Yang, Kailin ; Zeng, Liuting ; Ge, Anqi ; Pan, Xiaoping ; Bao, Tingting ; Long, Zhiyong ; Tong, Qiaozhen ; Yuan, Mengxia ; Zhu, Xiaofei ; Ge, Jinwen ; Huang, Zhengde</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4769-d7c38ef2f10a3cad0ac33ea2601bc749072ec105a0c1208d5e31c1b0fdd046c63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Angina pectoris</topic><topic>Animal research</topic><topic>Animals</topic><topic>ApoE‐/‐ mouse</topic><topic>Apolipoprotein E</topic><topic>Apolipoproteins E - deficiency</topic><topic>Arteriosclerosis</topic><topic>Atherosclerosis</topic><topic>Atherosclerosis - blood</topic><topic>Atherosclerosis - etiology</topic><topic>Atherosclerosis - metabolism</topic><topic>Biomarkers</topic><topic>Cardiovascular disease</topic><topic>Chinese medicine</topic><topic>Computational Biology - methods</topic><topic>Computer programs</topic><topic>Danshen Yin Modified</topic><topic>Disease Models, Animal</topic><topic>Drugs</topic><topic>Drugs, Chinese Herbal - pharmacology</topic><topic>Endothelial Cells - metabolism</topic><topic>Endothelial Cells - ultrastructure</topic><topic>Enzymes</topic><topic>Gene Expression Profiling</topic><topic>Gene Ontology</topic><topic>Genes</topic><topic>Heart</topic><topic>High-performance liquid chromatography</topic><topic>Immunohistochemistry</topic><topic>Ischemia</topic><topic>Laboratory animals</topic><topic>Medical research</topic><topic>Medicine, Chinese Traditional</topic><topic>Mice</topic><topic>Mice, Knockout</topic><topic>Original</topic><topic>Pharmacokinetics</topic><topic>Protein interaction</topic><topic>Protein Interaction Mapping</topic><topic>Protein Interaction Maps</topic><topic>Proteins</topic><topic>Proteome - drug effects</topic><topic>Proteomics</topic><topic>Proteomics - methods</topic><topic>reverse transcription‐PCR</topic><topic>Signal transduction</topic><topic>Software</topic><topic>systematic biology</topic><topic>Systems Biology - methods</topic><topic>Traditional Chinese medicine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Kailin</creatorcontrib><creatorcontrib>Zeng, Liuting</creatorcontrib><creatorcontrib>Ge, Anqi</creatorcontrib><creatorcontrib>Pan, Xiaoping</creatorcontrib><creatorcontrib>Bao, Tingting</creatorcontrib><creatorcontrib>Long, Zhiyong</creatorcontrib><creatorcontrib>Tong, Qiaozhen</creatorcontrib><creatorcontrib>Yuan, Mengxia</creatorcontrib><creatorcontrib>Zhu, Xiaofei</creatorcontrib><creatorcontrib>Ge, Jinwen</creatorcontrib><creatorcontrib>Huang, Zhengde</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley Free Archive</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection (Proquest)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest Science Journals</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of cellular and molecular medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Kailin</au><au>Zeng, Liuting</au><au>Ge, Anqi</au><au>Pan, Xiaoping</au><au>Bao, Tingting</au><au>Long, Zhiyong</au><au>Tong, Qiaozhen</au><au>Yuan, Mengxia</au><au>Zhu, Xiaofei</au><au>Ge, Jinwen</au><au>Huang, Zhengde</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrating systematic biological and proteomics strategies to explore the pharmacological mechanism of danshen yin modified on atherosclerosis</atitle><jtitle>Journal of cellular and molecular medicine</jtitle><addtitle>J Cell Mol Med</addtitle><date>2020-12</date><risdate>2020</risdate><volume>24</volume><issue>23</issue><spage>13876</spage><epage>13898</epage><pages>13876-13898</pages><issn>1582-1838</issn><eissn>1582-4934</eissn><abstract>This research utilized the systematic biological and proteomics strategies to explore the regulatory mechanism of Danshen Yin Modified (DSYM) on atherosclerosis (AS) biological network. The traditional Chinese medicine database and HPLC was used to find the active compounds of DSYM, Pharmmapper database was used to predict potential targets, and OMIM database and GeneCards database were used to collect AS targets. String database was utilized to obtain the other protein of proteomics proteins and the protein‐protein interaction (PPI) data of DSYM targets, AS genes, proteomics proteins and other proteins. The Cytoscape 3.7.1 software was utilized to construct and analyse the network. The DAVID database is used to discover the biological processes and signalling pathways that these proteins aggregate. Finally, animal experiments and proteomics analysis were used to further verify the prediction results. The results showed that 140 active compounds, 405 DSYM targets and 590 AS genes were obtained, and 51 differentially expressed proteins were identified in the DSYM‐treated ApoE‐/‐ mouse AS model. A total of 4 major networks and a number of their derivative networks were constructed and analysed. The prediction results showed that DSYM can regulate AS‐related biological processes and signalling pathways. Animal experiments have also shown that DSYM has a therapeutic effect on ApoE‐/‐mouse AS model (P < .05). Therefore, this study proposed a new method based on systems biology, proteomics, and experimental pharmacology, and analysed the pharmacological mechanism of DSYM. DSYM may achieve therapeutic effects by regulating AS‐related signalling pathways and biological processes found in this research.</abstract><cop>England</cop><pub>John Wiley & Sons, Inc</pub><pmid>33140562</pmid><doi>10.1111/jcmm.15979</doi><tpages>23</tpages><orcidid>https://orcid.org/0000-0002-1442-8644</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Angina pectoris Animal research Animals ApoE‐/‐ mouse Apolipoprotein E Apolipoproteins E - deficiency Arteriosclerosis Atherosclerosis Atherosclerosis - blood Atherosclerosis - etiology Atherosclerosis - metabolism Biomarkers Cardiovascular disease Chinese medicine Computational Biology - methods Computer programs Danshen Yin Modified Disease Models, Animal Drugs Drugs, Chinese Herbal - pharmacology Endothelial Cells - metabolism Endothelial Cells - ultrastructure Enzymes Gene Expression Profiling Gene Ontology Genes Heart High-performance liquid chromatography Immunohistochemistry Ischemia Laboratory animals Medical research Medicine, Chinese Traditional Mice Mice, Knockout Original Pharmacokinetics Protein interaction Protein Interaction Mapping Protein Interaction Maps Proteins Proteome - drug effects Proteomics Proteomics - methods reverse transcription‐PCR Signal transduction Software systematic biology Systems Biology - methods Traditional Chinese medicine |
title | Integrating systematic biological and proteomics strategies to explore the pharmacological mechanism of danshen yin modified on atherosclerosis |
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