Simultaneous profiling of 3D genome structure and DNA methylation in single human cells.
Dong-Sung LeeChongyuan LuoJingtian ZhouSahaana ChandranAngeline RivkinAnna BartlettJoseph R NeryConor FitzpatrickCarolyn O'ConnorJesse R DixonJoseph R EckerPublished in: Nature methods (2019)
Dynamic three-dimensional chromatin conformation is a critical mechanism for gene regulation during development and disease. Despite this, profiling of three-dimensional genome structure from complex tissues with cell-type specific resolution remains challenging. Recent efforts have demonstrated that cell-type specific epigenomic features can be resolved in complex tissues using single-cell assays. However, it remains unclear whether single-cell chromatin conformation capture (3C) or Hi-C profiles can effectively identify cell types and reconstruct cell-type specific chromatin conformation maps. To address these challenges, we have developed single-nucleus methyl-3C sequencing to capture chromatin organization and DNA methylation information and robustly separate heterogeneous cell types. Applying this method to >4,200 single human brain prefrontal cortex cells, we reconstruct cell-type specific chromatin conformation maps from 14 cortical cell types. These datasets reveal the genome-wide association between cell-type specific chromatin conformation and differential DNA methylation, suggesting pervasive interactions between epigenetic processes regulating gene expression.
Keyphrases
- genome wide
- dna methylation
- single cell
- gene expression
- rna seq
- high throughput
- copy number
- molecular dynamics simulations
- dna damage
- prefrontal cortex
- transcription factor
- cell therapy
- stem cells
- healthcare
- crystal structure
- induced apoptosis
- single molecule
- cell cycle arrest
- pi k akt
- endoplasmic reticulum stress
- quality improvement