Unknown

Dataset Information

0

A comparative atlas of single-cell chromatin accessibility in the human brain.


ABSTRACT: Recent advances in single-cell transcriptomics have illuminated the diverse neuronal and glial cell types within the human brain. However, the regulatory programs governing cell identity and function remain unclear. Using a single-nucleus assay for transposase-accessible chromatin using sequencing (snATAC-seq), we explored open chromatin landscapes across 1.1 million cells in 42 brain regions from three adults. Integrating this data unveiled 107 distinct cell types and their specific utilization of 544,735 candidate cis-regulatory DNA elements (cCREs) in the human genome. Nearly a third of the cCREs demonstrated conservation and chromatin accessibility in the mouse brain cells. We reveal strong links between specific brain cell types and neuropsychiatric disorders including schizophrenia, bipolar disorder, Alzheimer's disease (AD), and major depression, and have developed deep learning models to predict the regulatory roles of noncoding risk variants in these disorders.

SUBMITTER: Li YE 

PROVIDER: S-EPMC10852054 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature

altmetric image

Publications

A comparative atlas of single-cell chromatin accessibility in the human brain.

Li Yang Eric YE   Preissl Sebastian S   Miller Michael M   Johnson Nicholas D ND   Wang Zihan Z   Jiao Henry H   Zhu Chenxu C   Wang Zhaoning Z   Xie Yang Y   Poirion Olivier O   Kern Colin C   Pinto-Duarte Antonio A   Tian Wei W   Siletti Kimberly K   Emerson Nora N   Osteen Julia J   Lucero Jacinta J   Lin Lin L   Yang Qian Q   Zhu Quan Q   Zemke Nathan N   Espinoza Sarah S   Yanny Anna Marie AM   Nyhus Julie J   Dee Nick N   Casper Tamara T   Shapovalova Nadiya N   Hirschstein Daniel D   Hodge Rebecca D RD   Linnarsson Sten S   Bakken Trygve T   Levi Boaz B   Keene C Dirk CD   Shang Jingbo J   Lein Ed E   Wang Allen A   Behrens M Margarita MM   Ecker Joseph R JR   Ren Bing B  

Science (New York, N.Y.) 20231013 6667


Recent advances in single-cell transcriptomics have illuminated the diverse neuronal and glial cell types within the human brain. However, the regulatory programs governing cell identity and function remain unclear. Using a single-nucleus assay for transposase-accessible chromatin using sequencing (snATAC-seq), we explored open chromatin landscapes across 1.1 million cells in 42 brain regions from three adults. Integrating this data unveiled 107 distinct cell types and their specific utilization  ...[more]

Similar Datasets

| S-EPMC8664161 | biostudies-literature
| S-EPMC7785298 | biostudies-literature
| S-EPMC6071637 | biostudies-literature
| S-EPMC6158300 | biostudies-literature
2023-10-04 | GSE244618 | GEO
| S-EPMC10069466 | biostudies-literature
| S-EPMC7415678 | biostudies-literature
2023-03-12 | E-MTAB-12714 | biostudies-arrayexpress
| S-EPMC10502032 | biostudies-literature
| S-EPMC8024345 | biostudies-literature