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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7443741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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