Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation

In development, differentiation from a pluripotent state results in global epigenetic changes, although the extent to which this occurs in induced pluripotent stem cell-based neuronal models has not been extensively characterized. In the present study, induced pluripotent stem cell colonies (33Qn1 l...

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Main Authors: Jennifer Imm, Ehsan Pishva, Muhammadd Ali, Talitha L. Kerrigan, Aaron Jeffries, Joe Burrage, Enrico Glaab, Emma L. Cope, Kimberley M. Jones, Nicholas D. Allen, Katie Lunnon
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.647981/full
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spelling doaj-74e3d6a630b7493ab30116c44663fb952021-07-01T13:44:38ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-07-01910.3389/fcell.2021.647981647981Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal DifferentiationJennifer Imm0Ehsan Pishva1Ehsan Pishva2Muhammadd Ali3Talitha L. Kerrigan4Aaron Jeffries5Joe Burrage6Enrico Glaab7Emma L. Cope8Kimberley M. Jones9Nicholas D. Allen10Katie Lunnon11Institute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomInstitute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomDepartment of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, NetherlandsBiomedical Data Science Group, Luxembourg Centre for System Biomedicine, University of Luxembourg, Belvaux, LuxembourgInstitute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomInstitute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomInstitute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomBiomedical Data Science Group, Luxembourg Centre for System Biomedicine, University of Luxembourg, Belvaux, LuxembourgSchool of Biosciences, Cardiff University, Cardiff, United KingdomSchool of Biosciences, Cardiff University, Cardiff, United KingdomSchool of Biosciences, Cardiff University, Cardiff, United KingdomInstitute of Biomedical and Clinical Sciences, University of Exeter Medical School, University of Exeter, Exeter, United KingdomIn development, differentiation from a pluripotent state results in global epigenetic changes, although the extent to which this occurs in induced pluripotent stem cell-based neuronal models has not been extensively characterized. In the present study, induced pluripotent stem cell colonies (33Qn1 line) were differentiated and collected at four time-points, with DNA methylation assessed using the Illumina Infinium Human Methylation EPIC BeadChip array. Dynamic changes in DNA methylation occurring during differentiation were investigated using a data-driven trajectory inference method. We identified a large number of Bonferroni-significant loci that showed progressive alterations in DNA methylation during neuronal differentiation. A gene–gene interaction network analysis identified 60 densely connected genes that were influential in the differentiation of neurons, with STAT3 being the gene with the highest connectivity.https://www.frontiersin.org/articles/10.3389/fcell.2021.647981/fullagingDNA methylationEPIC arrayepigeneticsepigenome-wide association studyinduced pluripotent stem cells
collection DOAJ
language English
format Article
sources DOAJ
author Jennifer Imm
Ehsan Pishva
Ehsan Pishva
Muhammadd Ali
Talitha L. Kerrigan
Aaron Jeffries
Joe Burrage
Enrico Glaab
Emma L. Cope
Kimberley M. Jones
Nicholas D. Allen
Katie Lunnon
spellingShingle Jennifer Imm
Ehsan Pishva
Ehsan Pishva
Muhammadd Ali
Talitha L. Kerrigan
Aaron Jeffries
Joe Burrage
Enrico Glaab
Emma L. Cope
Kimberley M. Jones
Nicholas D. Allen
Katie Lunnon
Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
Frontiers in Cell and Developmental Biology
aging
DNA methylation
EPIC array
epigenetics
epigenome-wide association study
induced pluripotent stem cells
author_facet Jennifer Imm
Ehsan Pishva
Ehsan Pishva
Muhammadd Ali
Talitha L. Kerrigan
Aaron Jeffries
Joe Burrage
Enrico Glaab
Emma L. Cope
Kimberley M. Jones
Nicholas D. Allen
Katie Lunnon
author_sort Jennifer Imm
title Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
title_short Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
title_full Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
title_fullStr Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
title_full_unstemmed Characterization of DNA Methylomic Signatures in Induced Pluripotent Stem Cells During Neuronal Differentiation
title_sort characterization of dna methylomic signatures in induced pluripotent stem cells during neuronal differentiation
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2021-07-01
description In development, differentiation from a pluripotent state results in global epigenetic changes, although the extent to which this occurs in induced pluripotent stem cell-based neuronal models has not been extensively characterized. In the present study, induced pluripotent stem cell colonies (33Qn1 line) were differentiated and collected at four time-points, with DNA methylation assessed using the Illumina Infinium Human Methylation EPIC BeadChip array. Dynamic changes in DNA methylation occurring during differentiation were investigated using a data-driven trajectory inference method. We identified a large number of Bonferroni-significant loci that showed progressive alterations in DNA methylation during neuronal differentiation. A gene–gene interaction network analysis identified 60 densely connected genes that were influential in the differentiation of neurons, with STAT3 being the gene with the highest connectivity.
topic aging
DNA methylation
EPIC array
epigenetics
epigenome-wide association study
induced pluripotent stem cells
url https://www.frontiersin.org/articles/10.3389/fcell.2021.647981/full
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