Single-cell 5hmC sequencing reveals chromosome-wide cell-to-cell variability and enables lineage reconstruction
A genome-wide, strand-specific sequencing method to detect 5-hydroxymethylcytosine marks in single cells is developed. The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation 1 , 2 , 3 , 4 , 5 , 6 , 7 . Quantifying the abundance of this epi...
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Published in | Nature biotechnology Vol. 34; no. 8; pp. 852 - 856 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Nature Publishing Group US
01.08.2016
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
ISSN | 1087-0156 1546-1696 |
DOI | 10.1038/nbt.3598 |
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Abstract | A genome-wide, strand-specific sequencing method to detect 5-hydroxymethylcytosine marks in single cells is developed.
The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation
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. Quantifying the abundance of this epigenetic mark at the single-cell level could enable us to understand its roles. We present a single-cell, genome-wide and strand-specific 5hmC sequencing technology, based on 5hmC glucosylation and glucosylation-dependent digestion of DNA, that reveals pronounced cell-to-cell variability in the abundance of 5hmC on the two DNA strands of a given chromosome. We develop a mathematical model that reproduces the strand bias and use this model to make two predictions. First, the variation in strand bias should decrease when 5hmC turnover increases. Second, the strand bias of two sister cells should be strongly anti-correlated. We validate these predictions experimentally, and use our model to reconstruct lineages of two- and four-cell mouse embryos, showing that single-cell 5hmC sequencing can be used as a lineage reconstruction tool. |
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AbstractList | The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation1, 2, 3, 4, 5, 6, 7. Quantifying the abundance of this epigenetic mark at the single-cell level could enable us to understand its roles. We present a single-cell, genome-wide and strand-specific 5hmC sequencing technology, based on 5hmC glucosylation and glucosylation-dependent digestion of DNA, that reveals pronounced cell-to-cell variability in the abundance of 5hmC on the two DNA strands of a given chromosome. We develop a mathematical model that reproduces the strand bias and use this model to make two predictions. First, the variation in strand bias should decrease when 5hmC turnover increases. Second, the strand bias of two sister cells should be strongly anti-correlated. We validate these predictions experimentally, and use our model to reconstruct lineages of two- and four-cell mouse embryos, showing that single-cell 5hmC sequencing can be used as a lineage reconstruction tool. The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation. Quantifying the abundance of this epigenetic mark at the single-cell level could enable us to understand its roles. We present a single-cell, genome-wide and strand-specific 5hmC sequencing technology, based on 5hmC glucosylation and glucosylation-dependent digestion of DNA, that reveals pronounced cell-to-cell variability in the abundance of 5hmC on the two DNA strands of a given chromosome. We develop a mathematical model that reproduces the strand bias and use this model to make two predictions. First, the variation in strand bias should decrease when 5hmC turnover increases. Second, the strand bias of two sister cells should be strongly anti-correlated. We validate these predictions experimentally, and use our model to reconstruct lineages of two- and four-cell mouse embryos, showing that single-cell 5hmC sequencing can be used as a lineage reconstruction tool. A genome-wide, strand-specific sequencing method to detect 5-hydroxymethylcytosine marks in single cells is developed. The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation 1 , 2 , 3 , 4 , 5 , 6 , 7 . Quantifying the abundance of this epigenetic mark at the single-cell level could enable us to understand its roles. We present a single-cell, genome-wide and strand-specific 5hmC sequencing technology, based on 5hmC glucosylation and glucosylation-dependent digestion of DNA, that reveals pronounced cell-to-cell variability in the abundance of 5hmC on the two DNA strands of a given chromosome. We develop a mathematical model that reproduces the strand bias and use this model to make two predictions. First, the variation in strand bias should decrease when 5hmC turnover increases. Second, the strand bias of two sister cells should be strongly anti-correlated. We validate these predictions experimentally, and use our model to reconstruct lineages of two- and four-cell mouse embryos, showing that single-cell 5hmC sequencing can be used as a lineage reconstruction tool. The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation (1-7). Quantifying the abundance of this epigenetic mark at the single-cell level could enable us to understand its roles. We present a single-cell, genome-wide and strand-specific 5hmC sequencing technology, based on 5hmC glucosylation and glucosylation-dependent digestion of DNA, that reveals pronounced cell-to-cell variability in the abundance of 5hmC on the two DNA strands of a given chromosome. We develop a mathematical model that reproduces the strand bias and use this model to make two predictions. First, the variation in strand bias should decrease when 5hmC turnover increases. Second, the strand bias of two sister cells should be strongly anti-correlated. We validate these predictions experimentally, and use our model to reconstruct lineages of two- and four-cell mouse embryos, showing that single-cell 5hmC sequencing can be used as a lineage reconstruction tool. |
Audience | Academic |
Author | Dey, Siddharth S Boisset, Jean-Charles Crosetto, Nicola van Oudenaarden, Alexander Mooijman, Dylan |
Author_xml | – sequence: 1 givenname: Dylan surname: Mooijman fullname: Mooijman, Dylan organization: Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), University Medical Center Utrecht, Cancer Genomics Netherlands – sequence: 2 givenname: Siddharth S surname: Dey fullname: Dey, Siddharth S organization: Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), University Medical Center Utrecht, Cancer Genomics Netherlands – sequence: 3 givenname: Jean-Charles surname: Boisset fullname: Boisset, Jean-Charles organization: Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), University Medical Center Utrecht, Cancer Genomics Netherlands – sequence: 4 givenname: Nicola surname: Crosetto fullname: Crosetto, Nicola organization: Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), University Medical Center Utrecht, Cancer Genomics Netherlands, Division of Translational Medicine and Chemical Biology, Department of Medical Biochemistry and Biophysics, Science for Life Laboratory, Karolinska Institutet – sequence: 5 givenname: Alexander surname: van Oudenaarden fullname: van Oudenaarden, Alexander email: a.vanoudenaarden@hubrecht.eu organization: Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), University Medical Center Utrecht, Cancer Genomics Netherlands |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27347753$$D View this record in MEDLINE/PubMed http://kipublications.ki.se/Default.aspx?queryparsed=id:134090923$$DView record from Swedish Publication Index |
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Snippet | A genome-wide, strand-specific sequencing method to detect 5-hydroxymethylcytosine marks in single cells is developed.
The epigenetic DNA modification... The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation. Quantifying the abundance of this... The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation (1-7). Quantifying the abundance of this... The epigenetic DNA modification 5-hydroxymethylcytosine (5hmC) has crucial roles in development and gene regulation1, 2, 3, 4, 5, 6, 7. Quantifying the... |
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SubjectTerms | 38 38/23 5-Methylcytosine - analogs & derivatives 5-Methylcytosine - chemistry 631/1647/2217 631/208/177 631/553/2708 631/553/2709 Agriculture Animals Bioinformatics Biomedical Engineering/Biotechnology Biomedicine Biotechnology Cell Differentiation - genetics Cell Lineage - genetics Cellular biology Chromosome Mapping - methods Chromosomes - chemistry Chromosomes - genetics Computer Simulation Deoxyribonucleic acid DNA DNA sequencing Embryonic Development - genetics Embryos Epigenesis, Genetic - genetics Epigenetic inheritance Epigenetics Genetic regulation Genetic research Genetic Variation - genetics Genomics letter Life Sciences Male Mice Models, Chemical Models, Genetic Nucleotide sequencing Sequence Analysis, DNA - methods Stochastic models |
Title | Single-cell 5hmC sequencing reveals chromosome-wide cell-to-cell variability and enables lineage reconstruction |
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