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Molecular and functional variation in iPSC-derived sensory neurons
Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools to model biological processes, particularly in cell types that are difficult to access from living donors. We present the first map of regulatory variants in iPSC-derived neurons, based on 123 differentiations...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5742539/ https://www.ncbi.nlm.nih.gov/pubmed/29229984 http://dx.doi.org/10.1038/s41588-017-0005-8 |
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author | Schwartzentruber, Jeremy Foskolou, Stefanie Kilpinen, Helena Rodrigues, Julia Alasoo, Kaur Knights, Andrew Patel, Minal Goncalves, Angela Ferreira, Rita Benn, Caroline Louise Wilbrey, Anna Bictash, Magda Impey, Emma Cao, Lishuang Lainez, Sergio Loucif, Alexandre Julien Whiting, Paul John Gutteridge, Alex Gaffney, Daniel J. |
author_facet | Schwartzentruber, Jeremy Foskolou, Stefanie Kilpinen, Helena Rodrigues, Julia Alasoo, Kaur Knights, Andrew Patel, Minal Goncalves, Angela Ferreira, Rita Benn, Caroline Louise Wilbrey, Anna Bictash, Magda Impey, Emma Cao, Lishuang Lainez, Sergio Loucif, Alexandre Julien Whiting, Paul John Gutteridge, Alex Gaffney, Daniel J. |
author_sort | Schwartzentruber, Jeremy |
collection | PubMed |
description | Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools to model biological processes, particularly in cell types that are difficult to access from living donors. We present the first map of regulatory variants in iPSC-derived neurons, based on 123 differentiations of iPSCs to a sensory neuronal fate. Gene expression was more variable across cultures than in primary dorsal root ganglion, particularly in genes related to nervous system development. Using single-cell RNA-sequencing, we found that the fraction of neuronal vs. contaminating cells was influenced by iPSC culture conditions prior to differentiation. Despite high differentiation-induced variability, using an allele-specific method we detected thousands of quantitative trait loci (QTLs) influencing gene expression, chromatin accessibility, and RNA splicing. Based on our QTLs, we estimate that recall-by-genotype studies using iPSC-derived cells will require at least 20-80 individuals to detect the effects of regulatory variants with moderately large effect sizes. |
format | Online Article Text |
id | pubmed-5742539 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
spelling | pubmed-57425392018-06-11 Molecular and functional variation in iPSC-derived sensory neurons Schwartzentruber, Jeremy Foskolou, Stefanie Kilpinen, Helena Rodrigues, Julia Alasoo, Kaur Knights, Andrew Patel, Minal Goncalves, Angela Ferreira, Rita Benn, Caroline Louise Wilbrey, Anna Bictash, Magda Impey, Emma Cao, Lishuang Lainez, Sergio Loucif, Alexandre Julien Whiting, Paul John Gutteridge, Alex Gaffney, Daniel J. Nat Genet Article Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools to model biological processes, particularly in cell types that are difficult to access from living donors. We present the first map of regulatory variants in iPSC-derived neurons, based on 123 differentiations of iPSCs to a sensory neuronal fate. Gene expression was more variable across cultures than in primary dorsal root ganglion, particularly in genes related to nervous system development. Using single-cell RNA-sequencing, we found that the fraction of neuronal vs. contaminating cells was influenced by iPSC culture conditions prior to differentiation. Despite high differentiation-induced variability, using an allele-specific method we detected thousands of quantitative trait loci (QTLs) influencing gene expression, chromatin accessibility, and RNA splicing. Based on our QTLs, we estimate that recall-by-genotype studies using iPSC-derived cells will require at least 20-80 individuals to detect the effects of regulatory variants with moderately large effect sizes. 2017-12-11 2018-01 /pmc/articles/PMC5742539/ /pubmed/29229984 http://dx.doi.org/10.1038/s41588-017-0005-8 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Schwartzentruber, Jeremy Foskolou, Stefanie Kilpinen, Helena Rodrigues, Julia Alasoo, Kaur Knights, Andrew Patel, Minal Goncalves, Angela Ferreira, Rita Benn, Caroline Louise Wilbrey, Anna Bictash, Magda Impey, Emma Cao, Lishuang Lainez, Sergio Loucif, Alexandre Julien Whiting, Paul John Gutteridge, Alex Gaffney, Daniel J. Molecular and functional variation in iPSC-derived sensory neurons |
title | Molecular and functional variation in iPSC-derived sensory neurons |
title_full | Molecular and functional variation in iPSC-derived sensory neurons |
title_fullStr | Molecular and functional variation in iPSC-derived sensory neurons |
title_full_unstemmed | Molecular and functional variation in iPSC-derived sensory neurons |
title_short | Molecular and functional variation in iPSC-derived sensory neurons |
title_sort | molecular and functional variation in ipsc-derived sensory neurons |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5742539/ https://www.ncbi.nlm.nih.gov/pubmed/29229984 http://dx.doi.org/10.1038/s41588-017-0005-8 |
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