Epigenomic complexity of the human brain revealed by single-cell DNA methylomes and 3D genome structures
Tian, W.; Zhou, J.; Bartlett, A.; Zeng, Q.; Liu, H.; Castanon, R. G.; Kenworthy, M.; Altshul, J.; Valadon, C.; Aldridge, A.; Nery, J. R.; Chen, H.; Xu, J.; Johnson, N. D.; Lucero, J.; Osteen, J. K.; Emerson, N.; Rink, J.; Lee, J.; Li, Y.; Siletti, K.; Liem, M.; Claffey, N.; OConnor, C.; Yanny, A. M.; Nyhus, J.; Dee, N.; Casper, T.; Shapovalova, N.; Hirschstein, D.; Hodge, R.; Levi, B. P.; Keene, C. D.; Linnarsson, S.; Lein, E.; Ren, B.; Behrens, M. M.; Ecker, J. R.
Show abstract
Delineating the gene regulatory programs underlying complex cell types is fundamental for understanding brain functions in health and disease. Here, we comprehensively examine human brain cell epigenomes by probing DNA methylation and chromatin conformation at single-cell resolution in over 500,000 cells from 46 brain regions. We identified 188 cell types and characterized their molecular signatures. Integrative analyses revealed concordant changes in DNA methylation, chromatin accessibility, chromatin organization, and gene expression across cell types, cortical areas, and basal ganglia structures. With these resources, we developed scMCodes that reliably predict brain cell types using their methylation status at select genomic sites. This multimodal epigenomic brain cell atlas provides new insights into the complexity of cell type-specific gene regulation in the adult human brain.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Multi-omic profiling of the developing human cerebral cortex at the single cell level 97%
- XLID Syndrome Gene Med12 Promotes Ig Isotype Switching through Chromatin Modification and Enhancer RNA regulation 96%
- Circuit mechanisms for chemical modulation of cortex-wide network interactions and exploration behavior 96%
Similar papers in this journal
Similar papers in this journal
- Experience-independent transformation of single-cell 3D genome structure and transcriptome during postnatal development of the mammalian brain 98%
- Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution 96%
- Xist-seeded nucleation sites form local concentration gradients of silencing proteins to inactivate the X-chromosome 96%
"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.