Epigenomic and chromosomal architectural reconfiguration in developing human frontal cortex and hippocampus
Heffel, M. G.; Zhou, J.; Zhang, Y.; Lee, D.-S.; Hou, K.; Pastor Alonso, O.; Abuhanna, K.; Schmitt, A. D.; Li, T.; Haeussler, M.; Wick, B.; Zhang, M. J.; Xie, F.; Ziffra, R. S.; Mukamel, E. A.; Eskin, E.; Pasaniuc, B.; Ecker, J. R.; Dixon, J.; Nowakowski, T. J.; Paredes, M. F.; Luo, C.
Show abstract
The human frontal cortex and hippocampus play critical roles in learning and cognition. We investigated the epigenomic and 3D chromatin conformational reorganization during the development of the frontal cortex and hippocampus, using more than 53,000 joint single-nucleus profiles of chromatin conformation and DNA methylation (sn-m3C-seq). The remodeling of DNA methylation predominantly occurs during late-gestational to early-infant development and is temporally separated from chromatin conformation dynamics. Neurons have a unique Domain-Dominant chromatin conformation that is different from the Compartment-Dominant conformation of glial cells and non-brain tissues. We reconstructed the regulatory programs of cell-type differentiation and found putatively causal common variants for schizophrenia strongly overlap with chromatin loop-connected, cell-type-specific regulatory regions. Our data demonstrate that single-cell 3D-regulome is an effective approach for dissecting neuropsychiatric risk loci.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Single nucleus multi-omics links human cortical cell regulatory genome diversity to disease risk variants 97%
- Impact of disease-associated chromatin accessibility QTLs across immune cell types and contexts 95%
- Robust enhancer-gene regulation identified by single-cell transcriptomes and epigenomes 95%
Similar papers in this journal
Similar papers in this journal
- Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution 98%
- Experience-independent transformation of single-cell 3D genome structure and transcriptome during postnatal development of the mammalian brain 97%
- Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball patterned arrays 96%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.