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Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains
The power of human induced pluripotent stem cell (hiPSC)-based studies to resolve the smaller effects of common variants within the size of cohorts that can be realistically assembled remains uncertain. We identified and accounted for a variety of technical and biological sources of variation in a l...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5738408/ https://www.ncbi.nlm.nih.gov/pubmed/29263384 http://dx.doi.org/10.1038/s41467-017-02330-5 |
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author | Hoffman, Gabriel E. Hartley, Brigham J. Flaherty, Erin Ladran, Ian Gochman, Peter Ruderfer, Douglas M. Stahl, Eli A. Rapoport, Judith Sklar, Pamela Brennand, Kristen J. |
author_facet | Hoffman, Gabriel E. Hartley, Brigham J. Flaherty, Erin Ladran, Ian Gochman, Peter Ruderfer, Douglas M. Stahl, Eli A. Rapoport, Judith Sklar, Pamela Brennand, Kristen J. |
author_sort | Hoffman, Gabriel E. |
collection | PubMed |
description | The power of human induced pluripotent stem cell (hiPSC)-based studies to resolve the smaller effects of common variants within the size of cohorts that can be realistically assembled remains uncertain. We identified and accounted for a variety of technical and biological sources of variation in a large case/control schizophrenia (SZ) hiPSC-derived cohort of neural progenitor cells and neurons. Reducing the stochastic effects of the differentiation process by correcting for cell type composition boosted the SZ signal and increased the concordance with post-mortem data sets. We predict a growing convergence between hiPSC and post-mortem studies as both approaches expand to larger cohort sizes. For studies of complex genetic disorders, to maximize the power of hiPSC cohorts currently feasible, in most cases and whenever possible, we recommend expanding the number of individuals even at the expense of the number of replicate hiPSC clones. |
format | Online Article Text |
id | pubmed-5738408 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57384082017-12-22 Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains Hoffman, Gabriel E. Hartley, Brigham J. Flaherty, Erin Ladran, Ian Gochman, Peter Ruderfer, Douglas M. Stahl, Eli A. Rapoport, Judith Sklar, Pamela Brennand, Kristen J. Nat Commun Article The power of human induced pluripotent stem cell (hiPSC)-based studies to resolve the smaller effects of common variants within the size of cohorts that can be realistically assembled remains uncertain. We identified and accounted for a variety of technical and biological sources of variation in a large case/control schizophrenia (SZ) hiPSC-derived cohort of neural progenitor cells and neurons. Reducing the stochastic effects of the differentiation process by correcting for cell type composition boosted the SZ signal and increased the concordance with post-mortem data sets. We predict a growing convergence between hiPSC and post-mortem studies as both approaches expand to larger cohort sizes. For studies of complex genetic disorders, to maximize the power of hiPSC cohorts currently feasible, in most cases and whenever possible, we recommend expanding the number of individuals even at the expense of the number of replicate hiPSC clones. Nature Publishing Group UK 2017-12-20 /pmc/articles/PMC5738408/ /pubmed/29263384 http://dx.doi.org/10.1038/s41467-017-02330-5 Text en © The Author(s) 2017 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 Hoffman, Gabriel E. Hartley, Brigham J. Flaherty, Erin Ladran, Ian Gochman, Peter Ruderfer, Douglas M. Stahl, Eli A. Rapoport, Judith Sklar, Pamela Brennand, Kristen J. Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title | Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title_full | Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title_fullStr | Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title_full_unstemmed | Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title_short | Transcriptional signatures of schizophrenia in hiPSC-derived NPCs and neurons are concordant with post-mortem adult brains |
title_sort | transcriptional signatures of schizophrenia in hipsc-derived npcs and neurons are concordant with post-mortem adult brains |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5738408/ https://www.ncbi.nlm.nih.gov/pubmed/29263384 http://dx.doi.org/10.1038/s41467-017-02330-5 |
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