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Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination
Disruption or loss of oligodendrocytes (OLs) and myelin has devastating effects on CNS function and integrity, which occur in diverse neurological disorders, including Multiple Sclerosis (MS), Alzheimer’s disease and neuropsychiatric disorders. Hence, there is a need to develop new therapies that pr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Editions Scientifiques Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8664715/ https://www.ncbi.nlm.nih.gov/pubmed/34813998 http://dx.doi.org/10.1016/j.biopha.2021.112436 |
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author | Rivera, A.D. Pieropan, F. Williams, G. Calzolari, F. Butt, A.M. Azim, K. |
author_facet | Rivera, A.D. Pieropan, F. Williams, G. Calzolari, F. Butt, A.M. Azim, K. |
author_sort | Rivera, A.D. |
collection | PubMed |
description | Disruption or loss of oligodendrocytes (OLs) and myelin has devastating effects on CNS function and integrity, which occur in diverse neurological disorders, including Multiple Sclerosis (MS), Alzheimer’s disease and neuropsychiatric disorders. Hence, there is a need to develop new therapies that promote oligodendrocyte regeneration and myelin repair. A promising approach is drug repurposing, but most agents have potentially contrasting biological actions depending on the cellular context and their dose-dependent effects on intracellular pathways. Here, we have used a combined systems biology and neurobiological approach to identify compounds that exert positive and negative effects on oligodendroglia, depending on concentration. Notably, next generation pharmacogenomic analysis identified the PI3K/Akt modulator LY294002 as the most highly ranked small molecule with both pro- and anti-oligodendroglial concentration-dependent effects. We validated these in silico findings using multidisciplinary approaches to reveal a profoundly bipartite effect of LY294002 on the generation of OPCs and their differentiation into myelinating oligodendrocytes in both postnatal and adult contexts. Finally, we employed transcriptional profiling and signalling pathway activity assays to determine cell-specific mechanisms of action of LY294002 on oligodendrocytes and resolve optimal in vivo conditions required to promote myelin repair. These results demonstrate the power of multidisciplinary strategies in determining the therapeutic potential of small molecules in neurodegenerative disorders. |
format | Online Article Text |
id | pubmed-8664715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Editions Scientifiques Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86647152022-01-01 Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination Rivera, A.D. Pieropan, F. Williams, G. Calzolari, F. Butt, A.M. Azim, K. Biomed Pharmacother Article Disruption or loss of oligodendrocytes (OLs) and myelin has devastating effects on CNS function and integrity, which occur in diverse neurological disorders, including Multiple Sclerosis (MS), Alzheimer’s disease and neuropsychiatric disorders. Hence, there is a need to develop new therapies that promote oligodendrocyte regeneration and myelin repair. A promising approach is drug repurposing, but most agents have potentially contrasting biological actions depending on the cellular context and their dose-dependent effects on intracellular pathways. Here, we have used a combined systems biology and neurobiological approach to identify compounds that exert positive and negative effects on oligodendroglia, depending on concentration. Notably, next generation pharmacogenomic analysis identified the PI3K/Akt modulator LY294002 as the most highly ranked small molecule with both pro- and anti-oligodendroglial concentration-dependent effects. We validated these in silico findings using multidisciplinary approaches to reveal a profoundly bipartite effect of LY294002 on the generation of OPCs and their differentiation into myelinating oligodendrocytes in both postnatal and adult contexts. Finally, we employed transcriptional profiling and signalling pathway activity assays to determine cell-specific mechanisms of action of LY294002 on oligodendrocytes and resolve optimal in vivo conditions required to promote myelin repair. These results demonstrate the power of multidisciplinary strategies in determining the therapeutic potential of small molecules in neurodegenerative disorders. Editions Scientifiques Elsevier 2022-01 /pmc/articles/PMC8664715/ /pubmed/34813998 http://dx.doi.org/10.1016/j.biopha.2021.112436 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Rivera, A.D. Pieropan, F. Williams, G. Calzolari, F. Butt, A.M. Azim, K. Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title | Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title_full | Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title_fullStr | Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title_full_unstemmed | Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title_short | Drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
title_sort | drug connectivity mapping and functional analysis reveal therapeutic small molecules that differentially modulate myelination |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8664715/ https://www.ncbi.nlm.nih.gov/pubmed/34813998 http://dx.doi.org/10.1016/j.biopha.2021.112436 |
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