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

Zizhen Yao(Allen Institute for Brain Science), Hanqing Liu(Salk Institute for Biological Studies), Fangming Xie(University of California San Diego), Stephan Fischer(Cold Spring Harbor Laboratory), Ricky S. Adkins(University of Maryland, Baltimore), Andrew Aldridge(Salk Institute for Biological Studies), Seth A. Ament(University of Maryland, Baltimore), Anna Bartlett(Salk Institute for Biological Studies), M. Margarita Behrens(Salk Institute for Biological Studies), Koen Van Den Berge(Ghent University), Darren Bertagnolli(Allen Institute for Brain Science), Hector Roux de Bézieux(University of California, Berkeley), Tommaso Biancalani(Broad Institute), A. Sina Booeshaghi(California Institute of Technology), Héctor Corrada Bravo(University of Maryland, College Park), Tamara Casper(Allen Institute for Brain Science), Carlo Colantuoni(University of Maryland, Baltimore), Jonathan Crabtree(University of Maryland, Baltimore), Heather H. Creasy(University of Maryland, Baltimore), Kirsten Crichton(Allen Institute for Brain Science), Megan Crow(Cold Spring Harbor Laboratory), Nick Dee(Allen Institute for Brain Science), Elizabeth L. Dougherty(Broad Institute), Wayne I. Doyle(University of California San Diego), Sandrine Dudoit(University of California, Berkeley), Rongxin Fang(University of California San Diego), Victor Felix(University of Maryland, Baltimore), Olivia Fong(Allen Institute for Brain Science), Michelle Giglio(University of Maryland, Baltimore), Jeff Goldy(Allen Institute for Brain Science), Mike Hawrylycz(Allen Institute for Brain Science), Brian R. Herb(University of Maryland, Baltimore), Ronna Hertzano(University of Maryland, Baltimore), Xiaomeng Hou(University of California San Diego), Qiwen Hu(Harvard University), Jayaram Kancherla(University of Maryland, College Park), Matthew Kroll(Allen Institute for Brain Science), Kanan Lathia(Allen Institute for Brain Science), Yang Eric Li(Ludwig Cancer Research), Jacinta Lucero(Salk Institute for Biological Studies), Chongyuan Luo(Salk Institute for Biological Studies), Anup Mahurkar(University of Maryland, Baltimore), Delissa McMillen(Allen Institute for Brain Science), Naeem Nadaf(Broad Institute), Joseph R. Nery(Salk Institute for Biological Studies), Thuc Nghi Nguyen(Allen Institute for Brain Science), Sheng-Yong Niu(Salk Institute for Biological Studies), Vasilis Ntranos(University of California, San Francisco), Joshua Orvis(University of Maryland, Baltimore), Julia Osteen(Salk Institute for Biological Studies), Thanh Pham(Allen Institute for Brain Science), António Pinto‐Duarte(Salk Institute for Biological Studies), Olivier Poirion(University of California San Diego), Sebastian Preißl(University of California San Diego), Elizabeth Purdom(University of California, Berkeley), Christine Rimorin(Allen Institute for Brain Science), Davide Risso(University of Padua), Angeline Rivkin(Salk Institute for Biological Studies), Kimberly A. Smith(Allen Institute for Brain Science), Kelly Street(Dana-Farber Cancer Institute), Josef Šulc(Allen Institute for Brain Science), Valentine Svensson(California Institute of Technology), Michael Tieu(Allen Institute for Brain Science), Amy Torkelson(Allen Institute for Brain Science), Herman Tung(Allen Institute for Brain Science), Eeshit Dhaval Vaishnav(Broad Institute), Charles Vanderburg(Broad Institute), Cindy T. J. van Velthoven(Allen Institute for Brain Science), Xinxin Wang(James S. McDonnell Foundation), Owen White(University of Maryland, Baltimore), Z. Josh Huang(Cold Spring Harbor Laboratory), Peter V. Kharchenko(Harvard University), Lior Pachter(California Institute of Technology), John Ngai(University of California, Berkeley), Aviv Regev(Broad Institute), Bosiljka Tasic(Allen Institute for Brain Science), Joshua D. Welch(University of Michigan), Jesse Gillis(Cold Spring Harbor Laboratory), Evan Z. Macosko(Broad Institute), Bing Ren(University of California San Diego), Joseph R. Ecker(Salk Institute for Biological Studies), Hongkui Zeng(Allen Institute for Brain Science), Eran A. Mukamel(University of California San Diego)
Nature
October 6, 2021
Cited by 372Open Access
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Abstract

Abstract Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased samples of the 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 more than 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 atlas—containing over 56 neuronal cell types that are highly replicable across analysis methods, sequencing technologies and modalities—is a comprehensive molecular and genomic account of the 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 layer 4 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 reagents to target specific cell types in the mouse primary motor cortex for functional analysis.


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