Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci

To assess the impact of genetic variation in regulatory loci on human health, we constructed a high-resolution map of allelic imbalances in DNA methylation, histone marks, and gene transcription in 71 epigenomes from 36 distinct cell and tissue types from 13 donors. Deep whole-genome bisulfite seque...

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Main Authors: Altshuler, Robert Charles, Onuchic, Vitor, Lurie, Eugene, Carrero, Ivenise, Pawliczek, Piotr, Patel, Ronak Y., Rozowsky, Joel, Galeev, Timur, Huang, Zhuoyi, Harris, R. Alan, Coarfa, Cristian, Ashmore, Lillian, Bertol, Jessica W., Fakhouri, Walid D., Yu, Fuli, Kellis, Manolis, Gerstein, Mark, Milosavljevic, Aleksandar
Other Authors: Massachusetts Institute of Technology. Department of Biology
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2019
Online Access:https://hdl.handle.net/1721.1/121218
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author Altshuler, Robert Charles
Onuchic, Vitor
Lurie, Eugene
Carrero, Ivenise
Pawliczek, Piotr
Patel, Ronak Y.
Rozowsky, Joel
Galeev, Timur
Huang, Zhuoyi
Harris, R. Alan
Coarfa, Cristian
Ashmore, Lillian
Bertol, Jessica W.
Fakhouri, Walid D.
Yu, Fuli
Kellis, Manolis
Gerstein, Mark
Milosavljevic, Aleksandar
author2 Massachusetts Institute of Technology. Department of Biology
author_facet Massachusetts Institute of Technology. Department of Biology
Altshuler, Robert Charles
Onuchic, Vitor
Lurie, Eugene
Carrero, Ivenise
Pawliczek, Piotr
Patel, Ronak Y.
Rozowsky, Joel
Galeev, Timur
Huang, Zhuoyi
Harris, R. Alan
Coarfa, Cristian
Ashmore, Lillian
Bertol, Jessica W.
Fakhouri, Walid D.
Yu, Fuli
Kellis, Manolis
Gerstein, Mark
Milosavljevic, Aleksandar
author_sort Altshuler, Robert Charles
collection MIT
description To assess the impact of genetic variation in regulatory loci on human health, we constructed a high-resolution map of allelic imbalances in DNA methylation, histone marks, and gene transcription in 71 epigenomes from 36 distinct cell and tissue types from 13 donors. Deep whole-genome bisulfite sequencing of 49 methylomes revealed sequence-dependent CpG methylation imbalances at thousands of heterozygous regulatory loci. Such loci are enriched for stochastic switching, which is defined as random transitions between fully methylated and unmethylated states of DNA.The methylation imbalances at thousands of loci are explainable by different relative frequencies of the methylated and unmethylated states for the two alleles. Further analyses provided a unifying model that links sequence-dependent allelic imbalances of the epigenome, stochastic switching at gene regulatory loci, and disease-associated genetic variation.
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spelling mit-1721.1/1212182022-09-29T14:14:56Z Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci Altshuler, Robert Charles Onuchic, Vitor Lurie, Eugene Carrero, Ivenise Pawliczek, Piotr Patel, Ronak Y. Rozowsky, Joel Galeev, Timur Huang, Zhuoyi Harris, R. Alan Coarfa, Cristian Ashmore, Lillian Bertol, Jessica W. Fakhouri, Walid D. Yu, Fuli Kellis, Manolis Gerstein, Mark Milosavljevic, Aleksandar Massachusetts Institute of Technology. Department of Biology To assess the impact of genetic variation in regulatory loci on human health, we constructed a high-resolution map of allelic imbalances in DNA methylation, histone marks, and gene transcription in 71 epigenomes from 36 distinct cell and tissue types from 13 donors. Deep whole-genome bisulfite sequencing of 49 methylomes revealed sequence-dependent CpG methylation imbalances at thousands of heterozygous regulatory loci. Such loci are enriched for stochastic switching, which is defined as random transitions between fully methylated and unmethylated states of DNA.The methylation imbalances at thousands of loci are explainable by different relative frequencies of the methylated and unmethylated states for the two alleles. Further analyses provided a unifying model that links sequence-dependent allelic imbalances of the epigenome, stochastic switching at gene regulatory loci, and disease-associated genetic variation. 2019-06-07T14:55:32Z 2019-06-07T14:55:32Z 2018-09 2017-10 2019-06-07T14:13:56Z Article http://purl.org/eprint/type/JournalArticle 0036-8075 1095-9203 https://hdl.handle.net/1721.1/121218 Onuchic, Vitor et al. "Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci." Science 361, 6409 (September 2018): eaar3146 © American Association for the Advancement of Science en http://dx.doi.org/10.1126/SCIENCE.AAR3146 Science Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf American Association for the Advancement of Science (AAAS) PMC
spellingShingle Altshuler, Robert Charles
Onuchic, Vitor
Lurie, Eugene
Carrero, Ivenise
Pawliczek, Piotr
Patel, Ronak Y.
Rozowsky, Joel
Galeev, Timur
Huang, Zhuoyi
Harris, R. Alan
Coarfa, Cristian
Ashmore, Lillian
Bertol, Jessica W.
Fakhouri, Walid D.
Yu, Fuli
Kellis, Manolis
Gerstein, Mark
Milosavljevic, Aleksandar
Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title_full Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title_fullStr Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title_full_unstemmed Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title_short Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci
title_sort allele specific epigenome maps reveal sequence dependent stochastic switching at regulatory loci
url https://hdl.handle.net/1721.1/121218
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