TY - JOUR
T1 - Molecular and functional variation in iPSC-derived sensory neurons
AU - Schwartzentruber, Jeremy
AU - Foskolou, Stefanie
AU - Kilpinen, Helena
AU - Rodrigues, Julia
AU - Alasoo, Kaur
AU - Knights, Andrew J.
AU - Patel, Minal
AU - Goncalves, Angela
AU - Ferreira, Rita
AU - Benn, Caroline Louise
AU - Wilbrey, Anna
AU - Bictash, Magda
AU - Impey, Emma
AU - Cao, Lishuang
AU - Lainez, Sergio
AU - Loucif, Alexandre Julien
AU - Whiting, Paul John
AU - Gutteridge, Alex
AU - Gaffney, Daniel J.
N1 - Publisher Copyright:
© 2017 The Author(s).
PY - 2018/1/1
Y1 - 2018/1/1
N2 - Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools for modeling biological processes, particularly in cell types that are difficult to obtain from living donors. Here we present a 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 for genes related to nervous system development. Using single-cell RNA-sequencing, we found that the number of neuronal versus contaminating cells was influenced by iPSC culture conditions before differentiation. Despite high differentiation-induced variability, our allele-specific method detected thousands of quantitative trait loci (QTLs) that influenced gene expression, chromatin accessibility, and RNA splicing. On the basis of these detected QTLs, we estimate that recall-by-genotype studies that use iPSC-derived cells will require cells from at least 20-80 individuals to detect the effects of regulatory variants with moderately large effect sizes.
AB - Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools for modeling biological processes, particularly in cell types that are difficult to obtain from living donors. Here we present a 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 for genes related to nervous system development. Using single-cell RNA-sequencing, we found that the number of neuronal versus contaminating cells was influenced by iPSC culture conditions before differentiation. Despite high differentiation-induced variability, our allele-specific method detected thousands of quantitative trait loci (QTLs) that influenced gene expression, chromatin accessibility, and RNA splicing. On the basis of these detected QTLs, we estimate that recall-by-genotype studies that use iPSC-derived cells will require cells from at least 20-80 individuals to detect the effects of regulatory variants with moderately large effect sizes.
UR - http://www.scopus.com/inward/record.url?scp=85037691883&partnerID=8YFLogxK
U2 - 10.1038/s41588-017-0005-8
DO - 10.1038/s41588-017-0005-8
M3 - Article
SN - 1061-4036
VL - 50
SP - 54
EP - 61
JO - Nature Genetics
JF - Nature Genetics
IS - 1
ER -