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Expression-based drug screening of neural progenitor cells from individuals with schizophrenia
A lack of biologically relevant screening models hinders the discovery of better treatments for schizophrenia (SZ) and other neuropsychiatric disorders. Here we compare the transcriptional responses of 8 commonly used cancer cell lines (CCLs) directly with that of human induced pluripotent stem cell...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6200740/ https://www.ncbi.nlm.nih.gov/pubmed/30356048 http://dx.doi.org/10.1038/s41467-018-06515-4 |
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author | Readhead, Benjamin Hartley, Brigham J. Eastwood, Brian J. Collier, David A. Evans, David Farias, Richard He, Ching Hoffman, Gabriel Sklar, Pamela Dudley, Joel T. Schadt, Eric E. Savić, Radoslav Brennand, Kristen J. |
author_facet | Readhead, Benjamin Hartley, Brigham J. Eastwood, Brian J. Collier, David A. Evans, David Farias, Richard He, Ching Hoffman, Gabriel Sklar, Pamela Dudley, Joel T. Schadt, Eric E. Savić, Radoslav Brennand, Kristen J. |
author_sort | Readhead, Benjamin |
collection | PubMed |
description | A lack of biologically relevant screening models hinders the discovery of better treatments for schizophrenia (SZ) and other neuropsychiatric disorders. Here we compare the transcriptional responses of 8 commonly used cancer cell lines (CCLs) directly with that of human induced pluripotent stem cell (hiPSC)-derived neural progenitor cells (NPCs) from 12 individuals with SZ and 12 controls across 135 drugs, generating 4320 unique drug-response transcriptional signatures. We identify those drugs that reverse post-mortem SZ-associated transcriptomic signatures, several of which also differentially regulate neuropsychiatric disease-associated genes in a cell type (hiPSC NPC vs. CCL) and/or a diagnosis (SZ vs. control)-dependent manner. Overall, we describe a proof-of-concept application of transcriptomic drug screening to hiPSC-based models, demonstrating that the drug-induced gene expression differences observed with patient-derived hiPSC NPCs are enriched for SZ biology, thereby revealing a major advantage of incorporating cell type and patient-specific platforms in drug discovery. |
format | Online Article Text |
id | pubmed-6200740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62007402018-10-26 Expression-based drug screening of neural progenitor cells from individuals with schizophrenia Readhead, Benjamin Hartley, Brigham J. Eastwood, Brian J. Collier, David A. Evans, David Farias, Richard He, Ching Hoffman, Gabriel Sklar, Pamela Dudley, Joel T. Schadt, Eric E. Savić, Radoslav Brennand, Kristen J. Nat Commun Article A lack of biologically relevant screening models hinders the discovery of better treatments for schizophrenia (SZ) and other neuropsychiatric disorders. Here we compare the transcriptional responses of 8 commonly used cancer cell lines (CCLs) directly with that of human induced pluripotent stem cell (hiPSC)-derived neural progenitor cells (NPCs) from 12 individuals with SZ and 12 controls across 135 drugs, generating 4320 unique drug-response transcriptional signatures. We identify those drugs that reverse post-mortem SZ-associated transcriptomic signatures, several of which also differentially regulate neuropsychiatric disease-associated genes in a cell type (hiPSC NPC vs. CCL) and/or a diagnosis (SZ vs. control)-dependent manner. Overall, we describe a proof-of-concept application of transcriptomic drug screening to hiPSC-based models, demonstrating that the drug-induced gene expression differences observed with patient-derived hiPSC NPCs are enriched for SZ biology, thereby revealing a major advantage of incorporating cell type and patient-specific platforms in drug discovery. Nature Publishing Group UK 2018-10-24 /pmc/articles/PMC6200740/ /pubmed/30356048 http://dx.doi.org/10.1038/s41467-018-06515-4 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Readhead, Benjamin Hartley, Brigham J. Eastwood, Brian J. Collier, David A. Evans, David Farias, Richard He, Ching Hoffman, Gabriel Sklar, Pamela Dudley, Joel T. Schadt, Eric E. Savić, Radoslav Brennand, Kristen J. Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title | Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title_full | Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title_fullStr | Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title_full_unstemmed | Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title_short | Expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
title_sort | expression-based drug screening of neural progenitor cells from individuals with schizophrenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6200740/ https://www.ncbi.nlm.nih.gov/pubmed/30356048 http://dx.doi.org/10.1038/s41467-018-06515-4 |
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