Comparative cellular analysis of motor cortex in human, marmoset and mouse

Trygve E. Bakken(Allen Institute for Brain Science), Nikolas L. Jorstad(Allen Institute for Brain Science), Qiwen Hu(Harvard University), Blue B. Lake(University of California San Diego), Wei Tian(Salk Institute for Biological Studies), Brian Kalmbach(Allen Institute for Brain Science), Megan Crow(Cold Spring Harbor Laboratory), Rebecca D. Hodge(Allen Institute for Brain Science), Fenna M. Krienen(Harvard University), Staci A. Sorensen(Allen Institute for Brain Science), Jeroen Eggermont(Leiden University Medical Center), Zizhen Yao(Allen Institute for Brain Science), Brian D. Aevermann(J. Craig Venter Institute), Andrew Aldridge(Salk Institute for Biological Studies), Anna Bartlett(Salk Institute for Biological Studies), Darren Bertagnolli(Allen Institute for Brain Science), Tamara Casper(Allen Institute for Brain Science), Rosa Castanon(Salk Institute for Biological Studies), Kirsten Crichton(Allen Institute for Brain Science), Tanya L. Daigle(Allen Institute for Brain Science), Rachel Dalley(Allen Institute for Brain Science), Nick Dee(Allen Institute for Brain Science), Nikolai Dembrow(University of Washington), Dinh Diep(University of California San Diego), Song‐Lin Ding(Allen Institute for Brain Science), Weixiu Dong(University of California San Diego), Rongxin Fang(University of California San Diego), Stephan Fischer(Cold Spring Harbor Laboratory), Melissa Goldman(Harvard University), Jeff Goldy(Allen Institute for Brain Science), Lucas T. Graybuck(Allen Institute for Brain Science), Brian R. Herb(University of Maryland, Baltimore), Xiaomeng Hou(University of California San Diego), Jayaram Kancherla(University of Maryland, College Park), Matthew Kroll(Allen Institute for Brain Science), Kanan Lathia(Allen Institute for Brain Science), Baldur van Lew(Leiden University Medical Center), Yang Eric Li(University of California San Diego), Christine S. Liu(Sanford Burnham Prebys Medical Discovery Institute), Hanqing Liu(Salk Institute for Biological Studies), Jacinta Lucero(Salk Institute for Biological Studies), Anup Mahurkar(University of Maryland, Baltimore), Delissa McMillen(Allen Institute for Brain Science), Jeremy A. Miller(Allen Institute for Brain Science), Marmar R. Moussa(University of Connecticut), Joseph R. Nery(Salk Institute for Biological Studies), Philip R. Nicovich(Allen Institute for Brain Science), Sheng-Yong Niu(Salk Institute for Biological Studies), Joshua Orvis(University of Maryland, Baltimore), Julia Osteen(Salk Institute for Biological Studies), Scott F. Owen(Allen Institute for Brain Science), Carter R. Palmer(Sanford Burnham Prebys Medical Discovery Institute), Thanh Pham(Allen Institute for Brain Science), Nongluk Plongthongkum(University of California San Diego), Olivier Poirion(University of California San Diego), Nora Reed(Harvard University), Christine Rimorin(Allen Institute for Brain Science), Angeline Rivkin(Salk Institute for Biological Studies), William J. Romanow(Sanford Burnham Prebys Medical Discovery Institute), Adriana E. Sedeño-Cortés(Allen Institute for Brain Science), Kimberly Siletti(Karolinska Institutet), Saroja Somasundaram(Allen Institute for Brain Science), Josef Šulc(Allen Institute for Brain Science), Michael Tieu(Allen Institute for Brain Science), Amy Torkelson(Allen Institute for Brain Science), Herman Tung(Allen Institute for Brain Science), Xinxin Wang(James S. McDonnell Foundation), Fangming Xie(University of California San Diego), Anna Marie Yanny(Allen Institute for Brain Science), Renee Zhang(J. Craig Venter Institute), Seth A. Ament(University of Maryland, Baltimore), M. Margarita Behrens(Salk Institute for Biological Studies), Héctor Corrada Bravo(University of Maryland, College Park), Jerold Chun(Sanford Burnham Prebys Medical Discovery Institute), Alexander Dobin(Cold Spring Harbor Laboratory), Jesse Gillis(Cold Spring Harbor Laboratory), Ronna Hertzano(University of Maryland, Baltimore), Patrick R. Hof(Allen Institute for Brain Science), Thomas Höllt(Delft University of Technology), Gregory D. Horwitz(University of Washington), C. Dirk Keene(University of Washington), Peter V. Kharchenko(Harvard University), Andrew L. Ko(University of Washington), Boudewijn P. F. Lelieveldt(Leiden University Medical Center), Chongyuan Luo(University of California, Los Angeles), Eran A. Mukamel(University of California San Diego), António Pinto‐Duarte(Salk Institute for Biological Studies), Sebastian Preißl(University of California San Diego), Aviv Regev(Broad Institute), Bing Ren(University of California San Diego), Richard H. Scheuermann(J. Craig Venter Institute), Kimberly A. Smith(Allen Institute for Brain Science), William J. Spain(University of Washington), Owen White(University of Maryland, Baltimore), Christof Koch(Allen Institute for Brain Science), Michael Hawrylycz(Allen Institute for Brain Science), Bosiljka Tasic(Allen Institute for Brain Science), Evan Z. Macosko(Broad Institute), Steven A. McCarroll(Broad Institute), Jonathan T. Ting(Allen Institute for Brain Science), Hongkui Zeng(Allen Institute for Brain Science), Kun Zhang(University of California San Diego), Guoping Feng(Broad Institute), Joseph R. Ecker(Salk Institute for Biological Studies), Sten Linnarsson(Karolinska Institutet), Ed S. Lein(Allen Institute for Brain Science)
Nature
October 6, 2021
Cited by 821Open Access
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Abstract

. Here, using high-throughput transcriptomic and epigenomic profiling of more than 450,000 single nuclei in humans, marmoset monkeys and mice, we demonstrate a broadly conserved cellular makeup of this region, with similarities that mirror evolutionary distance and are consistent between the transcriptome and epigenome. The core conserved molecular identities of neuronal and non-neuronal cell types allow us to generate a cross-species consensus classification of cell types, and to infer conserved properties of cell types across species. Despite the overall conservation, however, many species-dependent specializations are apparent, including differences in cell-type proportions, gene expression, DNA methylation and chromatin state. Few cell-type marker genes are conserved across species, revealing a short list of candidate genes and regulatory mechanisms that are responsible for conserved features of homologous cell types, such as the GABAergic chandelier cells. This consensus transcriptomic classification allows us to use patch-seq (a combination of whole-cell patch-clamp recordings, RNA sequencing and morphological characterization) to identify corticospinal Betz cells from layer 5 in non-human primates and humans, and to characterize their highly specialized physiology and anatomy. These findings highlight the robust molecular underpinnings of cell-type diversity in M1 across mammals, and point to the genes and regulatory pathways responsible for the functional identity of cell types and their species-specific adaptations.


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