The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology
Background Network pharmacology is used with bioinformatic tools to broaden the understanding of drugs’ potential targets and the intersections with key genes of particular disease. Here we applied network pharmacology to collect testable hypotheses about the multi-targets mechanism of hydroxychloro...
Gespeichert in:
Veröffentlicht in: | Lupus 2020-11, Vol.29 (13), p.1704-1711 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1711 |
---|---|
container_issue | 13 |
container_start_page | 1704 |
container_title | Lupus |
container_volume | 29 |
creator | Xie, Bo Geng, Qingwei Xu, Jinhui Lu, Haojie Luo, Haixin Hu, Yebei Song, Xiuzu |
description | Background
Network pharmacology is used with bioinformatic tools to broaden the understanding of drugs’ potential targets and the intersections with key genes of particular disease. Here we applied network pharmacology to collect testable hypotheses about the multi-targets mechanism of hydroxychloroquine (HCQ) against systemic lupus erythematosus (SLE).
Methods
Firstly, we predicted the potential targets of HCQ. Secondly, we got the related genes of SLE returned from databases. Thirdly, the intersections of the potential targets (HCQ) and related genes (SLE) were analyzed with gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Finally, we validated our predictions of the potential targets by performing docking studies with HCQ.
Results
The results suggest that the efficacy of HCQ against SLE is mainly associated with the targets of cyclin-dependent kinase 2 (CDK2), estrogen receptor alpha (ESR1) and CDK1, which regulate PI3K/Akt/GSK3β as well as interferon (IFN) signaling pathway. Biological process of the network associated with the three targets is concentrated in the inhibition of immune response, negative regulation of gene expression and regulation of immune system process. Molecular docking analysis proves that hydrogen bonding and π-π stacking are the main forms of interaction.
Conclusions
Our research provides protein targets affected by HCQ in the treatment of SLE. Three key targets (CDK2, ESR1 and CDK1) involving 1766 proteins become the multi-targets mechanism of HCQ in the treatment of SLE. As well, the research also provides a new idea for introducing network pharmacology into the evaluation of the drugs with multi-targets in dermatology. |
doi_str_mv | 10.1177/0961203320952541 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2438677027</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_0961203320952541</sage_id><sourcerecordid>2457237110</sourcerecordid><originalsourceid>FETCH-LOGICAL-c342t-20f07fa7c2d1f56b814fb42dd0a594bf784a5351b5ac0f7b5e60a1d4e077a4f33</originalsourceid><addsrcrecordid>eNp1kc1r3DAQxUVpoNuk9xwFvfTiRp_W7jGEJg0EcknOZiyP1k4tayPJNL71T4_MFgKBnIaZ-b3HG4aQc85-cm7MBdvVXDApBdtpoRX_RDZcGVOVufhMNuu6WvdfyNeUnhhjku_qDfn30CP185iHKkPcY07Uo-1hGpKnwdF-6WJ4WWw_hhie52FCOkw0F1GOCNnjlFcsLSmjHywd58OcKMalIB5ySKVrIWFHw0QnzH9D_EMPPUQPNoxhv5yREwdjwm__6yl5vP71cPW7uru_ub26vKusVCKX6I4ZB8aKjjtdt1uuXKtE1zHQO9U6s1WgpeatBsucaTXWDHinkBkDykl5Sn4cfQ_rHZhy44dkcRxhwjCnRii5rY1hwhT0-zv0KcxxKukKpY2QhnNWKHakbAwpRXTNIQ4e4tJw1qwvad6_pEiqoyTBHt9MP-RfAcUHjgg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2457237110</pqid></control><display><type>article</type><title>The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology</title><source>SAGE Complete A-Z List</source><creator>Xie, Bo ; Geng, Qingwei ; Xu, Jinhui ; Lu, Haojie ; Luo, Haixin ; Hu, Yebei ; Song, Xiuzu</creator><creatorcontrib>Xie, Bo ; Geng, Qingwei ; Xu, Jinhui ; Lu, Haojie ; Luo, Haixin ; Hu, Yebei ; Song, Xiuzu</creatorcontrib><description>Background
Network pharmacology is used with bioinformatic tools to broaden the understanding of drugs’ potential targets and the intersections with key genes of particular disease. Here we applied network pharmacology to collect testable hypotheses about the multi-targets mechanism of hydroxychloroquine (HCQ) against systemic lupus erythematosus (SLE).
Methods
Firstly, we predicted the potential targets of HCQ. Secondly, we got the related genes of SLE returned from databases. Thirdly, the intersections of the potential targets (HCQ) and related genes (SLE) were analyzed with gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Finally, we validated our predictions of the potential targets by performing docking studies with HCQ.
Results
The results suggest that the efficacy of HCQ against SLE is mainly associated with the targets of cyclin-dependent kinase 2 (CDK2), estrogen receptor alpha (ESR1) and CDK1, which regulate PI3K/Akt/GSK3β as well as interferon (IFN) signaling pathway. Biological process of the network associated with the three targets is concentrated in the inhibition of immune response, negative regulation of gene expression and regulation of immune system process. Molecular docking analysis proves that hydrogen bonding and π-π stacking are the main forms of interaction.
Conclusions
Our research provides protein targets affected by HCQ in the treatment of SLE. Three key targets (CDK2, ESR1 and CDK1) involving 1766 proteins become the multi-targets mechanism of HCQ in the treatment of SLE. As well, the research also provides a new idea for introducing network pharmacology into the evaluation of the drugs with multi-targets in dermatology.</description><identifier>ISSN: 0961-2033</identifier><identifier>EISSN: 1477-0962</identifier><identifier>DOI: 10.1177/0961203320952541</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>1-Phosphatidylinositol 3-kinase ; AKT protein ; Cyclin-dependent kinase 2 ; Cyclin-dependent kinases ; Drug development ; Estrogen receptors ; Gene expression ; Genomes ; Hydrogen bonding ; Hydroxychloroquine ; Immune response ; Immunosuppressive agents ; Interferon ; Kinases ; Lupus ; Pharmacology ; Signal transduction ; Systemic lupus erythematosus</subject><ispartof>Lupus, 2020-11, Vol.29 (13), p.1704-1711</ispartof><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c342t-20f07fa7c2d1f56b814fb42dd0a594bf784a5351b5ac0f7b5e60a1d4e077a4f33</citedby><cites>FETCH-LOGICAL-c342t-20f07fa7c2d1f56b814fb42dd0a594bf784a5351b5ac0f7b5e60a1d4e077a4f33</cites><orcidid>0000-0001-9374-863X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/0961203320952541$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/0961203320952541$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,776,780,21798,27901,27902,43597,43598</link.rule.ids></links><search><creatorcontrib>Xie, Bo</creatorcontrib><creatorcontrib>Geng, Qingwei</creatorcontrib><creatorcontrib>Xu, Jinhui</creatorcontrib><creatorcontrib>Lu, Haojie</creatorcontrib><creatorcontrib>Luo, Haixin</creatorcontrib><creatorcontrib>Hu, Yebei</creatorcontrib><creatorcontrib>Song, Xiuzu</creatorcontrib><title>The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology</title><title>Lupus</title><description>Background
Network pharmacology is used with bioinformatic tools to broaden the understanding of drugs’ potential targets and the intersections with key genes of particular disease. Here we applied network pharmacology to collect testable hypotheses about the multi-targets mechanism of hydroxychloroquine (HCQ) against systemic lupus erythematosus (SLE).
Methods
Firstly, we predicted the potential targets of HCQ. Secondly, we got the related genes of SLE returned from databases. Thirdly, the intersections of the potential targets (HCQ) and related genes (SLE) were analyzed with gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Finally, we validated our predictions of the potential targets by performing docking studies with HCQ.
Results
The results suggest that the efficacy of HCQ against SLE is mainly associated with the targets of cyclin-dependent kinase 2 (CDK2), estrogen receptor alpha (ESR1) and CDK1, which regulate PI3K/Akt/GSK3β as well as interferon (IFN) signaling pathway. Biological process of the network associated with the three targets is concentrated in the inhibition of immune response, negative regulation of gene expression and regulation of immune system process. Molecular docking analysis proves that hydrogen bonding and π-π stacking are the main forms of interaction.
Conclusions
Our research provides protein targets affected by HCQ in the treatment of SLE. Three key targets (CDK2, ESR1 and CDK1) involving 1766 proteins become the multi-targets mechanism of HCQ in the treatment of SLE. As well, the research also provides a new idea for introducing network pharmacology into the evaluation of the drugs with multi-targets in dermatology.</description><subject>1-Phosphatidylinositol 3-kinase</subject><subject>AKT protein</subject><subject>Cyclin-dependent kinase 2</subject><subject>Cyclin-dependent kinases</subject><subject>Drug development</subject><subject>Estrogen receptors</subject><subject>Gene expression</subject><subject>Genomes</subject><subject>Hydrogen bonding</subject><subject>Hydroxychloroquine</subject><subject>Immune response</subject><subject>Immunosuppressive agents</subject><subject>Interferon</subject><subject>Kinases</subject><subject>Lupus</subject><subject>Pharmacology</subject><subject>Signal transduction</subject><subject>Systemic lupus erythematosus</subject><issn>0961-2033</issn><issn>1477-0962</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp1kc1r3DAQxUVpoNuk9xwFvfTiRp_W7jGEJg0EcknOZiyP1k4tayPJNL71T4_MFgKBnIaZ-b3HG4aQc85-cm7MBdvVXDApBdtpoRX_RDZcGVOVufhMNuu6WvdfyNeUnhhjku_qDfn30CP185iHKkPcY07Uo-1hGpKnwdF-6WJ4WWw_hhie52FCOkw0F1GOCNnjlFcsLSmjHywd58OcKMalIB5ySKVrIWFHw0QnzH9D_EMPPUQPNoxhv5yREwdjwm__6yl5vP71cPW7uru_ub26vKusVCKX6I4ZB8aKjjtdt1uuXKtE1zHQO9U6s1WgpeatBsucaTXWDHinkBkDykl5Sn4cfQ_rHZhy44dkcRxhwjCnRii5rY1hwhT0-zv0KcxxKukKpY2QhnNWKHakbAwpRXTNIQ4e4tJw1qwvad6_pEiqoyTBHt9MP-RfAcUHjgg</recordid><startdate>202011</startdate><enddate>202011</enddate><creator>Xie, Bo</creator><creator>Geng, Qingwei</creator><creator>Xu, Jinhui</creator><creator>Lu, Haojie</creator><creator>Luo, Haixin</creator><creator>Hu, Yebei</creator><creator>Song, Xiuzu</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-9374-863X</orcidid></search><sort><creationdate>202011</creationdate><title>The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology</title><author>Xie, Bo ; Geng, Qingwei ; Xu, Jinhui ; Lu, Haojie ; Luo, Haixin ; Hu, Yebei ; Song, Xiuzu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-20f07fa7c2d1f56b814fb42dd0a594bf784a5351b5ac0f7b5e60a1d4e077a4f33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>1-Phosphatidylinositol 3-kinase</topic><topic>AKT protein</topic><topic>Cyclin-dependent kinase 2</topic><topic>Cyclin-dependent kinases</topic><topic>Drug development</topic><topic>Estrogen receptors</topic><topic>Gene expression</topic><topic>Genomes</topic><topic>Hydrogen bonding</topic><topic>Hydroxychloroquine</topic><topic>Immune response</topic><topic>Immunosuppressive agents</topic><topic>Interferon</topic><topic>Kinases</topic><topic>Lupus</topic><topic>Pharmacology</topic><topic>Signal transduction</topic><topic>Systemic lupus erythematosus</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xie, Bo</creatorcontrib><creatorcontrib>Geng, Qingwei</creatorcontrib><creatorcontrib>Xu, Jinhui</creatorcontrib><creatorcontrib>Lu, Haojie</creatorcontrib><creatorcontrib>Luo, Haixin</creatorcontrib><creatorcontrib>Hu, Yebei</creatorcontrib><creatorcontrib>Song, Xiuzu</creatorcontrib><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>Lupus</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xie, Bo</au><au>Geng, Qingwei</au><au>Xu, Jinhui</au><au>Lu, Haojie</au><au>Luo, Haixin</au><au>Hu, Yebei</au><au>Song, Xiuzu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology</atitle><jtitle>Lupus</jtitle><date>2020-11</date><risdate>2020</risdate><volume>29</volume><issue>13</issue><spage>1704</spage><epage>1711</epage><pages>1704-1711</pages><issn>0961-2033</issn><eissn>1477-0962</eissn><abstract>Background
Network pharmacology is used with bioinformatic tools to broaden the understanding of drugs’ potential targets and the intersections with key genes of particular disease. Here we applied network pharmacology to collect testable hypotheses about the multi-targets mechanism of hydroxychloroquine (HCQ) against systemic lupus erythematosus (SLE).
Methods
Firstly, we predicted the potential targets of HCQ. Secondly, we got the related genes of SLE returned from databases. Thirdly, the intersections of the potential targets (HCQ) and related genes (SLE) were analyzed with gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Finally, we validated our predictions of the potential targets by performing docking studies with HCQ.
Results
The results suggest that the efficacy of HCQ against SLE is mainly associated with the targets of cyclin-dependent kinase 2 (CDK2), estrogen receptor alpha (ESR1) and CDK1, which regulate PI3K/Akt/GSK3β as well as interferon (IFN) signaling pathway. Biological process of the network associated with the three targets is concentrated in the inhibition of immune response, negative regulation of gene expression and regulation of immune system process. Molecular docking analysis proves that hydrogen bonding and π-π stacking are the main forms of interaction.
Conclusions
Our research provides protein targets affected by HCQ in the treatment of SLE. Three key targets (CDK2, ESR1 and CDK1) involving 1766 proteins become the multi-targets mechanism of HCQ in the treatment of SLE. As well, the research also provides a new idea for introducing network pharmacology into the evaluation of the drugs with multi-targets in dermatology.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><doi>10.1177/0961203320952541</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0001-9374-863X</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0961-2033 |
ispartof | Lupus, 2020-11, Vol.29 (13), p.1704-1711 |
issn | 0961-2033 1477-0962 |
language | eng |
recordid | cdi_proquest_miscellaneous_2438677027 |
source | SAGE Complete A-Z List |
subjects | 1-Phosphatidylinositol 3-kinase AKT protein Cyclin-dependent kinase 2 Cyclin-dependent kinases Drug development Estrogen receptors Gene expression Genomes Hydrogen bonding Hydroxychloroquine Immune response Immunosuppressive agents Interferon Kinases Lupus Pharmacology Signal transduction Systemic lupus erythematosus |
title | The multi-targets mechanism of hydroxychloroquine in the treatment of systemic lupus erythematosus based on network pharmacology |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-03T21%3A16%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20multi-targets%20mechanism%20of%20hydroxychloroquine%20in%20the%20treatment%20of%20systemic%20lupus%20erythematosus%20based%20on%20network%20pharmacology&rft.jtitle=Lupus&rft.au=Xie,%20Bo&rft.date=2020-11&rft.volume=29&rft.issue=13&rft.spage=1704&rft.epage=1711&rft.pages=1704-1711&rft.issn=0961-2033&rft.eissn=1477-0962&rft_id=info:doi/10.1177/0961203320952541&rft_dat=%3Cproquest_cross%3E2457237110%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2457237110&rft_id=info:pmid/&rft_sage_id=10.1177_0961203320952541&rfr_iscdi=true |