High-coverage allele-resolved single-cell DNA methylation profiling by scDEEP-mC reveals cell lineage, X-inactivation state, and replication dynamics
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Abstract
DNA methylation is a relatively stable epigenetic mark with important roles in development and disease. 1 Since cell-to-cell variation in epigenetic programming can reflect important differences in cell state and fate, it is clear that single-cell methods are essential to understanding this key epigenetic mark in heterogeneous tissues. Existing single-cell whole-genome bisulfite sequencing (scWGBS) methods 2 have significant shortcomings, including very low CpG coverage 3–7 or inefficient library generation requiring extremely deep sequencing. 8 These methods offer limited insight into focal regulatory regions and generally preclude direct cell-to-cell comparisons. To address these shortcomings, we have developed an improved method, scDEEP-mC (single-cell Deep and Efficient Epigenomic Profiling of methyl-C). We show that high-coverage promoter methylation profiling by scDEEP-mC can identify multiple cell types, while allele-resolved methylation calls allow assessment of X-inactivation state in single cells and identification of transcription factor binding sites (TFBS) enriched for hemi-methylation. We also use scDEEP-mC to profile single-cell copy number alterations, identify actively replicating cells, and track DNA methylation dynamics during and after DNA replication. The high coverage of scDEEP-mC creates an exceptional opportunity to explore DNA methylation biology in individual cells.Keywords
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- Published version: Nature Communications, 16 (1), 1.
This publication has 35 references indexed in Scilit:
- Complex heatmap visualizationiMeta, 2022
- Variability of cross-tissue X-chromosome inactivation characterizes timing of human embryonic lineage specification eventsDevelopmental Cell, 2022
- High throughput screening identifies SOX2 as a super pioneer factor that inhibits DNA methylation maintenance at its binding sitesNature Communications, 2021
- Robust single-cell DNA methylome profiling with snmC-seq2Nature Communications, 2018
- High-Resolution Single-Cell DNA Methylation Measurements Reveal Epigenetically Distinct Hematopoietic Stem Cell SubpopulationsStem Cell Reports, 2018
- Hairpin Bisulfite Sequencing: Synchronous Methylation Analysis on Complementary DNA Strands of Individual Chromosomes2017
- Nextflow enables reproducible computational workflowsNature Biotechnology, 2017
- Parallel single-cell sequencing links transcriptional and epigenetic heterogeneityNature Methods, 2016
- Single-cell genome-wide bisulfite sequencing for assessing epigenetic heterogeneityNature Methods, 2014
- CpG Islands in vertebrate genomesJournal of Molecular Biology, 1987