A transcriptomic and epigenomic cell atlas of the mouse primary motor cortex

被引:160
|
作者
Yao, Zizhen [1 ]
Liu, Hanqing [2 ]
Xie, Fangming [3 ]
Fischer, Stephan [4 ]
Adkins, Ricky S. [5 ]
Aldridge, Andrew, I [2 ]
Ament, Seth A. [5 ]
Bartlett, Anna [2 ]
Behrens, M. Margarita [6 ]
Van den Berge, Koen [7 ,8 ]
Bertagnolli, Darren [1 ]
de Bezieux, Hector Roux [9 ]
Biancalani, Tommaso [10 ]
Booeshaghi, A. Sina [11 ]
Bravo, Hector Corrada [12 ]
Casper, Tamara [1 ]
Colantuoni, Carlo [5 ,13 ,14 ]
Crabtree, Jonathan [5 ]
Creasy, Heather [5 ]
Crichton, Kirsten [1 ]
Crow, Megan [4 ]
Dee, Nick [1 ]
Dougherty, Elizabeth L. [10 ]
Doyle, Wayne, I [15 ]
Dudoit, Sandrine [7 ]
Fang, Rongxin [16 ]
Felix, Victor [5 ]
Fong, Olivia [1 ]
Giglio, Michelle [5 ]
Goldy, Jeff [1 ]
Hawrylycz, Mike [1 ]
Herb, Brian R. [5 ]
Hertzano, Ronna [5 ,17 ]
Hou, Xiaomeng [18 ]
Hu, Qiwen [19 ]
Kancherla, Jayaram [12 ]
Kroll, Matthew [1 ]
Lathia, Kanan [1 ]
Li, Yang Eric [20 ]
Lucero, Jacinta D. [6 ]
Luo, Chongyuan [2 ,21 ,22 ]
Mahurkar, Anup [5 ]
McMillen, Delissa [1 ]
Nadaf, Naeem M. [10 ]
Nery, Joseph R. [2 ]
Nguyen, Thuc Nghi [1 ]
Niu, Sheng-Yong [2 ]
Ntranos, Vasilis [23 ]
Orvis, Joshua [5 ]
Osteen, Julia K. [6 ]
机构
[1] Allen Inst Brain Sci, Seattle, WA 98109 USA
[2] Salk Inst Biol Studies, Genom Anal Lab, La Jolla, CA USA
[3] Univ Calif San Diego, Dept Phys, La Jolla, CA 92093 USA
[4] Cold Spring Harbor Lab, Stanley Inst Cognit Genom, POB 100, Cold Spring Harbor, NY 11724 USA
[5] Univ Maryland, Sch Med, Inst Genome Sci, Baltimore, MD 21201 USA
[6] Salk Inst Biol Studies, Computat Neurobiol Lab, 10010 N Torrey Pines Rd, La Jolla, CA 92037 USA
[7] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[8] Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, Belgium
[9] Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USA
[10] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[11] CALTECH, Pasadena, CA 91125 USA
[12] Univ Maryland, Ctr Bioinformat & Computat Biol, College Pk, MD 20742 USA
[13] Johns Hopkins Sch Med, Dept Neurol, Baltimore, MD USA
[14] Johns Hopkins Sch Med, Dept Neurosci, Baltimore, MD USA
[15] Univ Calif San Diego, Dept Cognit Sci, La Jolla, CA 92093 USA
[16] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, San Diego, CA 92103 USA
[17] Univ Maryland, Sch Med, Dept Otorhinolaryngol Anat & Neurobiol, Baltimore, MD 21201 USA
[18] Univ Calif San Diego, Sch Med, Ctr Epigen, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[19] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[20] Ludwig Inst Canc Res, La Jolla, CA USA
[21] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA USA
[22] Salk Inst Biol Studies, Howard Hughes Med Inst, La Jolla, CA 92037 USA
[23] Univ Calif San Francisco, San Francisco, CA 94143 USA
[24] Univ Padua, Dept Stat Sci, Padua, Italy
[25] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02115 USA
[26] Cold Spring Harbor Lab, POB 100, Cold Spring Harbor, NY 11724 USA
[27] Univ Calif Berkeley, Dept Mol & Cell Biol, 229 Stanley Hall, Berkeley, CA 94720 USA
[28] MIT, Dept Biol, Howard Hughes Med Inst, Cambridge, MA USA
[29] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[30] Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA
关键词
CLASSIFICATION; ARCHITECTURE; MAPS;
D O I
10.1038/s41586-021-03500-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased samples ofthe diverse cell types in the brain(1-3). With the proliferation of multi-omics datasets, a major challenge is to validate and integrate results into a biological understanding of cell-type organization. Here we generated transcriptomes and epigenomes from morethan 500,000 individual cells in the mouse primary motor cortex, a structure that has an evolutionarily conserved role in locomotion. We developed computational and statistical methods to integrate multimodal data and quantitatively validate cell-type reproducibility. The resulting reference atlascontaining over 56 neuronal cell types that are highly replicable across analysis methods, sequencing technologies and modalities-is a comprehensive molecular and genomic account ofthe diverse neuronal and non-neuronal cell types in the mouse primary motor cortex. The atlas includes a population of excitatory neurons that resemble pyramidal cells in layer4 in other cortical regions(4). We further discovered thousands of concordant marker genes and gene regulatory elements for these cell types. Our results highlight the complex molecular regulation of cell types in the brain and will directly enable the design of reagentsto target specific cell types in the mouse primary motor cortex for functional analysis.
引用
收藏
页码:103 / +
页数:31
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