Single-cell 5hmC sequencing reveals chromosome-wide cell-to-cell variability and enables lineage reconstruction

Publication date

2016-01-08

Authors

Mooijman, Dylan
Dey, Siddharth S.
Boisset, Jean Charles
Crosetto, Nicola
van Oudenaarden, AlexanderORCID 0000-0002-9442-3551ISNI 0000000042369843

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Advisors

Supervisors

Document Type

Article

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License

taverne

Abstract

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.

Keywords

Epigenomics, Genomic analysis, Molecular fluctuations, Stochastic modelling, Taverne, Biotechnology, Bioengineering, Applied Microbiology and Biotechnology, Biomedical Engineering, Molecular Medicine, Journal Article

Citation

Mooijman, D, Dey, S S, Boisset, J C, Crosetto, N & Van Oudenaarden, A 2016, 'Single-cell 5hmC sequencing reveals chromosome-wide cell-to-cell variability and enables lineage reconstruction', Nature Biotechnology, vol. 34, no. 8, pp. 852-856. https://doi.org/10.1038/nbt.3598