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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
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.
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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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