Parkinson’s Disease Master Regulators on Substantia Nigra and Frontal Cortex and Their Use for Drug Repositioning
Parkinson’s disease (PD) is among the most prevalent neurodegenerative diseases. Available evidences support the view of PD as a complex disease, being the outcome of interactions between genetic and environmental factors. In face of diagnosis and therapy challenges, and the elusive PD etiology, the...
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Veröffentlicht in: | Molecular neurobiology 2021-04, Vol.58 (4), p.1517-1534 |
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description | Parkinson’s disease (PD) is among the most prevalent neurodegenerative diseases. Available evidences support the view of PD as a complex disease, being the outcome of interactions between genetic and environmental factors. In face of diagnosis and therapy challenges, and the elusive PD etiology, the use of alternative methodological approaches for the elucidation of the disease pathophysiological mechanisms and proposal of novel potential therapeutic interventions has become increasingly necessary. In the present study, we first reconstructed the transcriptional regulatory networks (TN), centered on transcription factors (TF), of two brain regions affected in PD, the
substantia nigra pars compacta
(SNc) and the frontal cortex (FCtx). Then, we used case-control studies data from these regions to identify TFs working as master regulators (MR) of the disease, based on region-specific TNs. Twenty-nine regulatory units enriched with differentially expressed genes were identified for the SNc, and twenty for the FCtx, all of which were considered MR candidates for PD. Three consensus MR candidates were found for SNc and FCtx, namely ATF2, SLC30A9, and ZFP69B. In order to search for novel potential therapeutic interventions, we used these consensus MR candidate signatures as input to the Connectivity Map (CMap), a computational drug repositioning webtool. This analysis resulted in the identification of four drugs that reverse the expression pattern of all three MR consensus simultaneously, benperidol, harmaline, tubocurarine chloride, and vorinostat, thus suggested as novel potential PD therapeutic interventions. |
doi_str_mv | 10.1007/s12035-020-02203-x |
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substantia nigra pars compacta
(SNc) and the frontal cortex (FCtx). Then, we used case-control studies data from these regions to identify TFs working as master regulators (MR) of the disease, based on region-specific TNs. Twenty-nine regulatory units enriched with differentially expressed genes were identified for the SNc, and twenty for the FCtx, all of which were considered MR candidates for PD. Three consensus MR candidates were found for SNc and FCtx, namely ATF2, SLC30A9, and ZFP69B. In order to search for novel potential therapeutic interventions, we used these consensus MR candidate signatures as input to the Connectivity Map (CMap), a computational drug repositioning webtool. This analysis resulted in the identification of four drugs that reverse the expression pattern of all three MR consensus simultaneously, benperidol, harmaline, tubocurarine chloride, and vorinostat, thus suggested as novel potential PD therapeutic interventions.</description><identifier>ISSN: 0893-7648</identifier><identifier>EISSN: 1559-1182</identifier><identifier>DOI: 10.1007/s12035-020-02203-x</identifier><identifier>PMID: 33211252</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Biomedical and Life Sciences ; Biomedicine ; Cell Biology ; Computational neuroscience ; Cortex (frontal) ; Disease ; Environmental factors ; Etiology ; Movement disorders ; Neural networks ; Neurobiology ; Neurodegenerative diseases ; Neurology ; Neurosciences ; Parkinson's disease ; Substantia nigra ; Therapeutic applications ; Transcription factors ; Tubocurarine</subject><ispartof>Molecular neurobiology, 2021-04, Vol.58 (4), p.1517-1534</ispartof><rights>Springer Science+Business Media, LLC, part of Springer Nature 2020</rights><rights>Springer Science+Business Media, LLC, part of Springer Nature 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-56633247cc9e472ae8f80c5f8e6fb7cc75cbf043e7163a699c430fac944ddaba3</citedby><cites>FETCH-LOGICAL-c375t-56633247cc9e472ae8f80c5f8e6fb7cc75cbf043e7163a699c430fac944ddaba3</cites><orcidid>0000-0002-1487-5786</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/s12035-020-02203-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12035-020-02203-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33211252$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vargas, D. M.</creatorcontrib><creatorcontrib>De Bastiani, M. A.</creatorcontrib><creatorcontrib>Parsons, R. B.</creatorcontrib><creatorcontrib>Klamt, F.</creatorcontrib><title>Parkinson’s Disease Master Regulators on Substantia Nigra and Frontal Cortex and Their Use for Drug Repositioning</title><title>Molecular neurobiology</title><addtitle>Mol Neurobiol</addtitle><addtitle>Mol Neurobiol</addtitle><description>Parkinson’s disease (PD) is among the most prevalent neurodegenerative diseases. Available evidences support the view of PD as a complex disease, being the outcome of interactions between genetic and environmental factors. In face of diagnosis and therapy challenges, and the elusive PD etiology, the use of alternative methodological approaches for the elucidation of the disease pathophysiological mechanisms and proposal of novel potential therapeutic interventions has become increasingly necessary. In the present study, we first reconstructed the transcriptional regulatory networks (TN), centered on transcription factors (TF), of two brain regions affected in PD, the
substantia nigra pars compacta
(SNc) and the frontal cortex (FCtx). Then, we used case-control studies data from these regions to identify TFs working as master regulators (MR) of the disease, based on region-specific TNs. Twenty-nine regulatory units enriched with differentially expressed genes were identified for the SNc, and twenty for the FCtx, all of which were considered MR candidates for PD. Three consensus MR candidates were found for SNc and FCtx, namely ATF2, SLC30A9, and ZFP69B. In order to search for novel potential therapeutic interventions, we used these consensus MR candidate signatures as input to the Connectivity Map (CMap), a computational drug repositioning webtool. This analysis resulted in the identification of four drugs that reverse the expression pattern of all three MR consensus simultaneously, benperidol, harmaline, tubocurarine chloride, and vorinostat, thus suggested as novel potential PD therapeutic interventions.</description><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cell Biology</subject><subject>Computational neuroscience</subject><subject>Cortex (frontal)</subject><subject>Disease</subject><subject>Environmental factors</subject><subject>Etiology</subject><subject>Movement disorders</subject><subject>Neural networks</subject><subject>Neurobiology</subject><subject>Neurodegenerative diseases</subject><subject>Neurology</subject><subject>Neurosciences</subject><subject>Parkinson's disease</subject><subject>Substantia nigra</subject><subject>Therapeutic applications</subject><subject>Transcription factors</subject><subject>Tubocurarine</subject><issn>0893-7648</issn><issn>1559-1182</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kMlOwzAQhi0EomV5AQ7IEueAl8RJjqhQQCqLoD1bTuoEl9YuHkcqN16D1-NJMJTlxsGyNf7nm9GH0AElx5SQ_AQoIzxLCCPxxGey2kB9mmVlQmnBNlGfFCVPcpEWPbQDMCMxRUm-jXqcM0pZxvoI7pR_MhacfX99A3xmQCvQ-FpB0B7f67abq-A8YGfxQ1dBUDYYhW9M6xVWdoqH3tmg5njgfNCrr9L4URuPJxHTOI_PfNdG0NKBCcZZY9s9tNWoOej973sXTYbn48FlMrq9uBqcjpKa51lIMiHinmle16VOc6Z00RSkzppCi6aK1Tyrq4akXOdUcCXKsk45aVRdpul0qirFd9HRmrv07rnTEOTMdd7GkZKlpWCCUS5iiq1TtXcAXjdy6c1C-RdJifz0LNeeZfQsvzzLVWw6_EZ31UJPf1t-xMYAXwcgftlW-7_Z_2A_ACehiww</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Vargas, D. 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B. ; Klamt, F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-56633247cc9e472ae8f80c5f8e6fb7cc75cbf043e7163a699c430fac944ddaba3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cell Biology</topic><topic>Computational neuroscience</topic><topic>Cortex (frontal)</topic><topic>Disease</topic><topic>Environmental factors</topic><topic>Etiology</topic><topic>Movement disorders</topic><topic>Neural networks</topic><topic>Neurobiology</topic><topic>Neurodegenerative diseases</topic><topic>Neurology</topic><topic>Neurosciences</topic><topic>Parkinson's disease</topic><topic>Substantia nigra</topic><topic>Therapeutic applications</topic><topic>Transcription factors</topic><topic>Tubocurarine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vargas, D. 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M.</au><au>De Bastiani, M. A.</au><au>Parsons, R. B.</au><au>Klamt, F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Parkinson’s Disease Master Regulators on Substantia Nigra and Frontal Cortex and Their Use for Drug Repositioning</atitle><jtitle>Molecular neurobiology</jtitle><stitle>Mol Neurobiol</stitle><addtitle>Mol Neurobiol</addtitle><date>2021-04-01</date><risdate>2021</risdate><volume>58</volume><issue>4</issue><spage>1517</spage><epage>1534</epage><pages>1517-1534</pages><issn>0893-7648</issn><eissn>1559-1182</eissn><abstract>Parkinson’s disease (PD) is among the most prevalent neurodegenerative diseases. Available evidences support the view of PD as a complex disease, being the outcome of interactions between genetic and environmental factors. 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substantia nigra pars compacta
(SNc) and the frontal cortex (FCtx). Then, we used case-control studies data from these regions to identify TFs working as master regulators (MR) of the disease, based on region-specific TNs. Twenty-nine regulatory units enriched with differentially expressed genes were identified for the SNc, and twenty for the FCtx, all of which were considered MR candidates for PD. Three consensus MR candidates were found for SNc and FCtx, namely ATF2, SLC30A9, and ZFP69B. In order to search for novel potential therapeutic interventions, we used these consensus MR candidate signatures as input to the Connectivity Map (CMap), a computational drug repositioning webtool. This analysis resulted in the identification of four drugs that reverse the expression pattern of all three MR consensus simultaneously, benperidol, harmaline, tubocurarine chloride, and vorinostat, thus suggested as novel potential PD therapeutic interventions.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>33211252</pmid><doi>10.1007/s12035-020-02203-x</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-1487-5786</orcidid></addata></record> |
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subjects | Biomedical and Life Sciences Biomedicine Cell Biology Computational neuroscience Cortex (frontal) Disease Environmental factors Etiology Movement disorders Neural networks Neurobiology Neurodegenerative diseases Neurology Neurosciences Parkinson's disease Substantia nigra Therapeutic applications Transcription factors Tubocurarine |
title | Parkinson’s Disease Master Regulators on Substantia Nigra and Frontal Cortex and Their Use for Drug Repositioning |
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