MiRNA Differences Related to Treatment-Resistant Schizophrenia
Schizophrenia (SZ) is a serious mental disorder that is typically treated with antipsychotic medication. Treatment-resistant schizophrenia (TRS) is the condition where symptoms remain after pharmacological intervention, resulting in long-lasting functional and social impairments. As the identificati...
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Veröffentlicht in: | International journal of molecular sciences 2023-01, Vol.24 (3), p.1891 |
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creator | Pérez-Rodríguez, Daniel Penedo, Maria Aránzazu Rivera-Baltanás, Tania Peña-Centeno, Tonatiuh Burkhardt, Susanne Fischer, Andre Prieto-González, José M Olivares, José Manuel López-Fernández, Hugo Agís-Balboa, Roberto Carlos |
description | Schizophrenia (SZ) is a serious mental disorder that is typically treated with antipsychotic medication. Treatment-resistant schizophrenia (TRS) is the condition where symptoms remain after pharmacological intervention, resulting in long-lasting functional and social impairments. As the identification and treatment of a TRS patient requires previous failed treatments, early mechanisms of detection are needed in order to quicken the access to effective therapy, as well as improve treatment adherence. In this study, we aim to find a microRNA (miRNA) signature for TRS, as well as to shed some light on the molecular pathways potentially involved in this severe condition. To do this, we compared the blood miRNAs of schizophrenia patients that respond to medication and TRS patients, thus obtaining a 16-miRNA TRS profile. Then, we assessed the ability of this signature to separate responders and TRS patients using hierarchical clustering, observing that most of them are grouped correctly (~70% accuracy). We also conducted a network, pathway analysis, and bibliography search to spot molecular pathways potentially altered in TRS. We found that the response to stress seems to be a key factor in TRS and that proteins p53, SIRT1, MDM2, and TRIM28 could be the potential mediators of such responses. Finally, we suggest a molecular pathway potentially regulated by the miRNAs of the TRS profile. |
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Treatment-resistant schizophrenia (TRS) is the condition where symptoms remain after pharmacological intervention, resulting in long-lasting functional and social impairments. As the identification and treatment of a TRS patient requires previous failed treatments, early mechanisms of detection are needed in order to quicken the access to effective therapy, as well as improve treatment adherence. In this study, we aim to find a microRNA (miRNA) signature for TRS, as well as to shed some light on the molecular pathways potentially involved in this severe condition. To do this, we compared the blood miRNAs of schizophrenia patients that respond to medication and TRS patients, thus obtaining a 16-miRNA TRS profile. Then, we assessed the ability of this signature to separate responders and TRS patients using hierarchical clustering, observing that most of them are grouped correctly (~70% accuracy). We also conducted a network, pathway analysis, and bibliography search to spot molecular pathways potentially altered in TRS. We found that the response to stress seems to be a key factor in TRS and that proteins p53, SIRT1, MDM2, and TRIM28 could be the potential mediators of such responses. Finally, we suggest a molecular pathway potentially regulated by the miRNAs of the TRS profile.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms24031891</identifier><identifier>PMID: 36768211</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Alzheimer's disease ; Antipsychotic Agents - pharmacology ; Antipsychotic Agents - therapeutic use ; Antipsychotics ; Biomarkers ; Clustering ; Drug Resistance - genetics ; Gene expression ; Humans ; Kinases ; MDM2 protein ; Mental disorders ; Metabolism ; MicroRNAs - genetics ; MicroRNAs - therapeutic use ; miRNA ; p53 Protein ; Psychosis ; Psychotropic drugs ; Schizophrenia ; Schizophrenia - diagnosis ; Schizophrenia - drug therapy ; Schizophrenia - genetics ; Schizophrenia, Treatment-Resistant ; SIRT1 protein ; Transcription factors</subject><ispartof>International journal of molecular sciences, 2023-01, Vol.24 (3), p.1891</ispartof><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 by the authors. 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-7f0eba2dc865a1e7522fee32a28b45c0080ea17bad3f475baf5dbc7ab81704fd3</citedby><cites>FETCH-LOGICAL-c412t-7f0eba2dc865a1e7522fee32a28b45c0080ea17bad3f475baf5dbc7ab81704fd3</cites><orcidid>0000-0002-8170-0724 ; 0000-0001-8546-1161 ; 0000-0002-8110-3567 ; 0000-0002-6476-7206 ; 0000-0001-9899-9569</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/PMC9916039/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916039/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36768211$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pérez-Rodríguez, Daniel</creatorcontrib><creatorcontrib>Penedo, Maria Aránzazu</creatorcontrib><creatorcontrib>Rivera-Baltanás, Tania</creatorcontrib><creatorcontrib>Peña-Centeno, Tonatiuh</creatorcontrib><creatorcontrib>Burkhardt, Susanne</creatorcontrib><creatorcontrib>Fischer, Andre</creatorcontrib><creatorcontrib>Prieto-González, José M</creatorcontrib><creatorcontrib>Olivares, José Manuel</creatorcontrib><creatorcontrib>López-Fernández, Hugo</creatorcontrib><creatorcontrib>Agís-Balboa, Roberto Carlos</creatorcontrib><title>MiRNA Differences Related to Treatment-Resistant Schizophrenia</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>Schizophrenia (SZ) is a serious mental disorder that is typically treated with antipsychotic medication. Treatment-resistant schizophrenia (TRS) is the condition where symptoms remain after pharmacological intervention, resulting in long-lasting functional and social impairments. As the identification and treatment of a TRS patient requires previous failed treatments, early mechanisms of detection are needed in order to quicken the access to effective therapy, as well as improve treatment adherence. In this study, we aim to find a microRNA (miRNA) signature for TRS, as well as to shed some light on the molecular pathways potentially involved in this severe condition. To do this, we compared the blood miRNAs of schizophrenia patients that respond to medication and TRS patients, thus obtaining a 16-miRNA TRS profile. Then, we assessed the ability of this signature to separate responders and TRS patients using hierarchical clustering, observing that most of them are grouped correctly (~70% accuracy). We also conducted a network, pathway analysis, and bibliography search to spot molecular pathways potentially altered in TRS. We found that the response to stress seems to be a key factor in TRS and that proteins p53, SIRT1, MDM2, and TRIM28 could be the potential mediators of such responses. Finally, we suggest a molecular pathway potentially regulated by the miRNAs of the TRS profile.</description><subject>Alzheimer's disease</subject><subject>Antipsychotic Agents - pharmacology</subject><subject>Antipsychotic Agents - therapeutic use</subject><subject>Antipsychotics</subject><subject>Biomarkers</subject><subject>Clustering</subject><subject>Drug Resistance - genetics</subject><subject>Gene expression</subject><subject>Humans</subject><subject>Kinases</subject><subject>MDM2 protein</subject><subject>Mental disorders</subject><subject>Metabolism</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - therapeutic use</subject><subject>miRNA</subject><subject>p53 Protein</subject><subject>Psychosis</subject><subject>Psychotropic drugs</subject><subject>Schizophrenia</subject><subject>Schizophrenia - diagnosis</subject><subject>Schizophrenia - drug therapy</subject><subject>Schizophrenia - genetics</subject><subject>Schizophrenia, Treatment-Resistant</subject><subject>SIRT1 protein</subject><subject>Transcription factors</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpd0dtLwzAUBvAgipvTN5-l4IsPVnNpm_ZlMOYVpsKczyFNT1xGLzNJBf3r7dgc06ccyI-Pc_gQOiX4irEMX5tF5WiEGUkzsof6JKI0xDjh-ztzDx05t8CYMhpnh6jHEp6klJA-Gj6Z6fMouDFag4VagQumUEoPReCbYGZB-gpqH07BGedl7YNXNTffzXLeaSOP0YGWpYOTzTtAb3e3s_FDOHm5fxyPJqGKCPUh1xhySQuVJrEkwGNKNQCjkqZ5FCuMUwyS8FwWTEc8zqWOi1xxmaeE40gXbICG69xlm1dQqG4lK0uxtKaS9ks00oi_P7WZi_fmU2QZSTDLuoCLTYBtPlpwXlTGKShLWUPTOkE5jxPCeZZ29PwfXTStrbvzVirKCOWMdepyrZRtnLOgt8sQLFbFiN1iOn62e8AW_zbBfgC1gYo_</recordid><startdate>20230118</startdate><enddate>20230118</enddate><creator>Pérez-Rodríguez, Daniel</creator><creator>Penedo, Maria Aránzazu</creator><creator>Rivera-Baltanás, Tania</creator><creator>Peña-Centeno, Tonatiuh</creator><creator>Burkhardt, Susanne</creator><creator>Fischer, Andre</creator><creator>Prieto-González, José M</creator><creator>Olivares, José Manuel</creator><creator>López-Fernández, Hugo</creator><creator>Agís-Balboa, Roberto Carlos</creator><general>MDPI AG</general><general>MDPI</general><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>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8170-0724</orcidid><orcidid>https://orcid.org/0000-0001-8546-1161</orcidid><orcidid>https://orcid.org/0000-0002-8110-3567</orcidid><orcidid>https://orcid.org/0000-0002-6476-7206</orcidid><orcidid>https://orcid.org/0000-0001-9899-9569</orcidid></search><sort><creationdate>20230118</creationdate><title>MiRNA Differences Related to Treatment-Resistant Schizophrenia</title><author>Pérez-Rodríguez, Daniel ; 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Treatment-resistant schizophrenia (TRS) is the condition where symptoms remain after pharmacological intervention, resulting in long-lasting functional and social impairments. As the identification and treatment of a TRS patient requires previous failed treatments, early mechanisms of detection are needed in order to quicken the access to effective therapy, as well as improve treatment adherence. In this study, we aim to find a microRNA (miRNA) signature for TRS, as well as to shed some light on the molecular pathways potentially involved in this severe condition. To do this, we compared the blood miRNAs of schizophrenia patients that respond to medication and TRS patients, thus obtaining a 16-miRNA TRS profile. Then, we assessed the ability of this signature to separate responders and TRS patients using hierarchical clustering, observing that most of them are grouped correctly (~70% accuracy). We also conducted a network, pathway analysis, and bibliography search to spot molecular pathways potentially altered in TRS. We found that the response to stress seems to be a key factor in TRS and that proteins p53, SIRT1, MDM2, and TRIM28 could be the potential mediators of such responses. Finally, we suggest a molecular pathway potentially regulated by the miRNAs of the TRS profile.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>36768211</pmid><doi>10.3390/ijms24031891</doi><orcidid>https://orcid.org/0000-0002-8170-0724</orcidid><orcidid>https://orcid.org/0000-0001-8546-1161</orcidid><orcidid>https://orcid.org/0000-0002-8110-3567</orcidid><orcidid>https://orcid.org/0000-0002-6476-7206</orcidid><orcidid>https://orcid.org/0000-0001-9899-9569</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Alzheimer's disease Antipsychotic Agents - pharmacology Antipsychotic Agents - therapeutic use Antipsychotics Biomarkers Clustering Drug Resistance - genetics Gene expression Humans Kinases MDM2 protein Mental disorders Metabolism MicroRNAs - genetics MicroRNAs - therapeutic use miRNA p53 Protein Psychosis Psychotropic drugs Schizophrenia Schizophrenia - diagnosis Schizophrenia - drug therapy Schizophrenia - genetics Schizophrenia, Treatment-Resistant SIRT1 protein Transcription factors |
title | MiRNA Differences Related to Treatment-Resistant Schizophrenia |
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