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Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects

BACKGROUND: Stroke/thromboembolic events, infections, and death are all significantly increased by antipsychotics in dementia but little is known about why they can be harmful. Using a novel application of a drug repurposing paradigm, we aimed to identify potential mechanisms underlying adverse even...

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Autores principales: Malekizadeh, Yasaman, Williams, Gareth, Kelson, Mark, Whitfield, David, Mill, Jonathan, Collier, David A., Ballard, Clive, Jeffries, Aaron R., Creese, Byron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443741/
https://www.ncbi.nlm.nih.gov/pubmed/32864416
http://dx.doi.org/10.1002/trc2.12078
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author Malekizadeh, Yasaman
Williams, Gareth
Kelson, Mark
Whitfield, David
Mill, Jonathan
Collier, David A.
Ballard, Clive
Jeffries, Aaron R.
Creese, Byron
author_facet Malekizadeh, Yasaman
Williams, Gareth
Kelson, Mark
Whitfield, David
Mill, Jonathan
Collier, David A.
Ballard, Clive
Jeffries, Aaron R.
Creese, Byron
author_sort Malekizadeh, Yasaman
collection PubMed
description BACKGROUND: Stroke/thromboembolic events, infections, and death are all significantly increased by antipsychotics in dementia but little is known about why they can be harmful. Using a novel application of a drug repurposing paradigm, we aimed to identify potential mechanisms underlying adverse events. METHODS: Whole transcriptome signatures were generated for SH‐SY5Y cells treated with amisulpride, risperidone, and volinanserin using RNA sequencing. Bioinformatic analysis was performed that scored the association between antipsychotic signatures and expression data from 415,252 samples in the National Center for Biotechnology Information Gene Expression Omnibus (NCBI GEO) repository. RESULTS: Atherosclerosis, venous thromboembolism, and influenza NCBI GEO‐derived samples scored positively against antipsychotic signatures. Pathways enriched in antipsychotic signatures were linked to the cardiovascular and immune systems (eg, brain derived neurotrophic factor [BDNF], platelet derived growth factor receptor [PDGFR]‐beta, tumor necrosis factor [TNF], transforming growth factor [TGF]‐beta, selenoamino acid metabolism, and influenza infection). CONCLUSIONS: These findings for the first time mechanistically link antipsychotics to specific cardiovascular and infectious diseases which are known side effects of their use in dementia, providing new information to explain related adverse events.
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spelling pubmed-74437412020-08-28 Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects Malekizadeh, Yasaman Williams, Gareth Kelson, Mark Whitfield, David Mill, Jonathan Collier, David A. Ballard, Clive Jeffries, Aaron R. Creese, Byron Alzheimers Dement (N Y) Research Articles BACKGROUND: Stroke/thromboembolic events, infections, and death are all significantly increased by antipsychotics in dementia but little is known about why they can be harmful. Using a novel application of a drug repurposing paradigm, we aimed to identify potential mechanisms underlying adverse events. METHODS: Whole transcriptome signatures were generated for SH‐SY5Y cells treated with amisulpride, risperidone, and volinanserin using RNA sequencing. Bioinformatic analysis was performed that scored the association between antipsychotic signatures and expression data from 415,252 samples in the National Center for Biotechnology Information Gene Expression Omnibus (NCBI GEO) repository. RESULTS: Atherosclerosis, venous thromboembolism, and influenza NCBI GEO‐derived samples scored positively against antipsychotic signatures. Pathways enriched in antipsychotic signatures were linked to the cardiovascular and immune systems (eg, brain derived neurotrophic factor [BDNF], platelet derived growth factor receptor [PDGFR]‐beta, tumor necrosis factor [TNF], transforming growth factor [TGF]‐beta, selenoamino acid metabolism, and influenza infection). CONCLUSIONS: These findings for the first time mechanistically link antipsychotics to specific cardiovascular and infectious diseases which are known side effects of their use in dementia, providing new information to explain related adverse events. John Wiley and Sons Inc. 2020-08-24 /pmc/articles/PMC7443741/ /pubmed/32864416 http://dx.doi.org/10.1002/trc2.12078 Text en © 2020 The Authors. Alzheimer's & Dementia: Translational Research & Clinical Interventions published by Wiley Periodicals LLC on behalf of Alzheimer's Association This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research Articles
Malekizadeh, Yasaman
Williams, Gareth
Kelson, Mark
Whitfield, David
Mill, Jonathan
Collier, David A.
Ballard, Clive
Jeffries, Aaron R.
Creese, Byron
Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title_full Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title_fullStr Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title_full_unstemmed Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title_short Whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
title_sort whole transcriptome in silico screening implicates cardiovascular and infectious disease in the mechanism of action underlying atypical antipsychotic side effects
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443741/
https://www.ncbi.nlm.nih.gov/pubmed/32864416
http://dx.doi.org/10.1002/trc2.12078
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