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...

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Veröffentlicht in:Lupus 2020-11, Vol.29 (13), p.1704-1711
Hauptverfasser: Xie, Bo, Geng, Qingwei, Xu, Jinhui, Lu, Haojie, Luo, Haixin, Hu, Yebei, Song, Xiuzu
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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.
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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. 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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>
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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
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