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A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism
The high number of failed pre-clinical and clinical studies for compounds targeting Alzheimer disease (AD) has demonstrated that there is a need to reassess existing strategies. Here, we pursue a holistic, mechanism-centric drug repurposing approach combining computational analytics and experimental...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058900/ https://www.ncbi.nlm.nih.gov/pubmed/35510183 http://dx.doi.org/10.1016/j.patter.2021.100433 |
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author | Lage-Rupprecht, Vanessa Schultz, Bruce Dick, Justus Namysl, Marcin Zaliani, Andrea Gebel, Stephan Pless, Ole Reinshagen, Jeanette Ellinger, Bernhard Ebeling, Christian Esser, Alexander Jacobs, Marc Claussen, Carsten Hofmann-Apitius, Martin |
author_facet | Lage-Rupprecht, Vanessa Schultz, Bruce Dick, Justus Namysl, Marcin Zaliani, Andrea Gebel, Stephan Pless, Ole Reinshagen, Jeanette Ellinger, Bernhard Ebeling, Christian Esser, Alexander Jacobs, Marc Claussen, Carsten Hofmann-Apitius, Martin |
author_sort | Lage-Rupprecht, Vanessa |
collection | PubMed |
description | The high number of failed pre-clinical and clinical studies for compounds targeting Alzheimer disease (AD) has demonstrated that there is a need to reassess existing strategies. Here, we pursue a holistic, mechanism-centric drug repurposing approach combining computational analytics and experimental screening data. Based on this integrative workflow, we identified 77 druggable modifiers of tau phosphorylation (pTau). One of the upstream modulators of pTau, HDAC6, was screened with 5,632 drugs in a tau-specific assay, resulting in the identification of 20 repurposing candidates. Four compounds and their known targets were found to have a link to AD-specific genes. Our approach can be applied to a variety of AD-associated pathophysiological mechanisms to identify more repurposing candidates. |
format | Online Article Text |
id | pubmed-9058900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90589002022-05-03 A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism Lage-Rupprecht, Vanessa Schultz, Bruce Dick, Justus Namysl, Marcin Zaliani, Andrea Gebel, Stephan Pless, Ole Reinshagen, Jeanette Ellinger, Bernhard Ebeling, Christian Esser, Alexander Jacobs, Marc Claussen, Carsten Hofmann-Apitius, Martin Patterns (N Y) Article The high number of failed pre-clinical and clinical studies for compounds targeting Alzheimer disease (AD) has demonstrated that there is a need to reassess existing strategies. Here, we pursue a holistic, mechanism-centric drug repurposing approach combining computational analytics and experimental screening data. Based on this integrative workflow, we identified 77 druggable modifiers of tau phosphorylation (pTau). One of the upstream modulators of pTau, HDAC6, was screened with 5,632 drugs in a tau-specific assay, resulting in the identification of 20 repurposing candidates. Four compounds and their known targets were found to have a link to AD-specific genes. Our approach can be applied to a variety of AD-associated pathophysiological mechanisms to identify more repurposing candidates. Elsevier 2022-01-26 /pmc/articles/PMC9058900/ /pubmed/35510183 http://dx.doi.org/10.1016/j.patter.2021.100433 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Lage-Rupprecht, Vanessa Schultz, Bruce Dick, Justus Namysl, Marcin Zaliani, Andrea Gebel, Stephan Pless, Ole Reinshagen, Jeanette Ellinger, Bernhard Ebeling, Christian Esser, Alexander Jacobs, Marc Claussen, Carsten Hofmann-Apitius, Martin A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title_full | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title_fullStr | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title_full_unstemmed | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title_short | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism |
title_sort | hybrid approach unveils drug repurposing candidates targeting an alzheimer pathophysiology mechanism |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058900/ https://www.ncbi.nlm.nih.gov/pubmed/35510183 http://dx.doi.org/10.1016/j.patter.2021.100433 |
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