A Single-Cell Transcriptomic Atlas of Human Neocortical Development during Mid-gestation

被引:309
作者
Polioudakis, Damon [1 ]
de la Torre-Ubieta, Luis [1 ,2 ]
Langerman, Justin [3 ]
Elkins, Andrew G. [1 ]
Shi, Xu [4 ,5 ]
Stein, Jason L. [6 ,7 ]
Vuong, Celine K. [8 ]
Nichterwitz, Susanne [2 ]
Gevorgian, Melinda [2 ,9 ]
Opland, Carli K. [1 ]
Lu, Daning [1 ]
Connell, William [1 ]
Ruzzo, Elizabeth K. [1 ]
Lowe, Jennifer K. [1 ]
Hadzic, Tarik [1 ,2 ]
Hinz, Flora, I [1 ]
Sabri, Shan [3 ]
Lowry, William E. [10 ]
Gerstein, Mark B. [4 ,5 ,11 ,12 ]
Plath, Kathrin [3 ]
Geschwind, Daniel H. [1 ,13 ,14 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Psychiat & Biobehav Sci, Semel Inst, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Dept Biol Chem, Los Angeles, CA 90095 USA
[4] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT 06520 USA
[5] Yale Univ, Dept Mol Biophys & Biochem, New Haven, CT 06520 USA
[6] Univ N Carolina, Dept Genet, Chapel Hill, NC 27515 USA
[7] Univ N Carolina, UNC Neurosci Ctr, Chapel Hill, NC 27515 USA
[8] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA USA
[9] CSUN, Dept Biol, Northridge, CA USA
[10] Univ Calif Los Angeles, Dept Mol Cell & Dev Biol, Los Angeles, CA USA
[11] Yale Univ, Dept Comp Sci, New Haven, CT 06520 USA
[12] Yale Univ, Dept Stat & Data Sci, New Haven, CT 06520 USA
[13] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Ctr Autism Res & Treatment, Los Angeles, CA 90095 USA
[14] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
关键词
GENOME-WIDE ASSOCIATION; NEURAL STEM-CELLS; INTELLECTUAL DISABILITY; CORTICAL INTERNEURONS; OPEN CHROMATIN; MESSENGER-RNA; RADIAL GLIA; EXPRESSION; LANDSCAPE; EVOLUTION;
D O I
10.1016/j.neuron.2019.06.011
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We performed RNA sequencing on 40,000 cells to create a high-resolution single-cell gene expression atlas of developing human cortex, providing the first single-cell characterization of previously uncharacterized cell types, including human sub-plate neurons, comparisons with bulk tissue, and systematic analyses of technical factors. These data permit deconvolution of regulatory networks connecting regulatory elements and transcriptional drivers to single-cell gene expression programs, significantly extending our understanding of human neurogenesis, cortical evolution, and the cellular basis of neuropsychiatric disease. We tie cell-cycle progression with early cell fate decisions during neurogenesis, demonstrating that differentiation occurs on a transcriptomic continuum; rather than only expressing a few transcription factors that drive cell fates, differentiating cells express broad, mixed cell-type transcriptomes before telophase. By mapping neuropsychiatric disease genes to cell types, we implicate dysregulation of specific cell types in ASD, ID, and epilepsy. We developed CoDEx, an online portal to facilitate data access and browsing.
引用
收藏
页码:785 / +
页数:25
相关论文
共 74 条
[1]   Novel genetic loci underlying human intracranial volume identified through genome-wide association [J].
Adams, Hieab H. H. ;
Hibar, Derrek P. ;
Chouraki, Vincent ;
Stein, Jason L. ;
Nyquist, Paul A. ;
Renteria, Miguel E. ;
Trompet, Stella ;
Arias-Vasquez, Alejandro ;
Seshadri, Sudha ;
Desrivieres, Sylvane ;
Beecham, Ashley H. ;
Jahanshad, Neda ;
Wittfeld, Katharine ;
Van der Lee, Sven J. ;
Abramovic, Lucija ;
Alhusaini, Saud ;
Amin, Najaf ;
Andersson, Micael ;
Arfanakis, Konstantinos ;
Aribisala, Benjamin S. ;
Armstrong, Nicola J. ;
Athanasiu, Lavinia ;
Axelsson, Tomas ;
Beiser, Alexa ;
Bernard, Manon ;
Bis, Joshua C. ;
Blanken, Laura M. E. ;
Blanton, Susan H. ;
Bohlken, Marc M. ;
Boks, Marco P. ;
Bralten, Janita ;
Brickman, Adam M. ;
Carmichael, Owen ;
Chakravarty, M. Mallar ;
Chauhan, Ganesh ;
Chen, Qiang ;
Ching, Christopher R. K. ;
Cuellar-Partida, Gabriel ;
Den Braber, Anouk ;
Doan, Nhat Trung ;
Ehrlich, Stefan ;
Filippi, Irina ;
Ge, Tian ;
Giddaluru, Sudheer ;
Goldman, Aaron L. ;
Gottesman, Rebecca F. ;
Greven, Corina U. ;
Grimm, Oliver ;
Griswold, Michael E. ;
Guadalupe, Tulio .
NATURE NEUROSCIENCE, 2016, 19 (12) :1569-1582
[2]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/nmeth.4463, 10.1038/NMETH.4463]
[3]   Transcriptome and epigenome landscape of human cortical development modeled in organoids [J].
Amiri, Anahita ;
Coppola, Gianfilippo ;
Scuderi, Soraya ;
Wu, Feinan ;
Roychowdhury, Tanmoy ;
Liu, Fuchen ;
Pochareddy, Sirisha ;
Shin, Yurae ;
Safi, Alexias ;
Song, Lingyun ;
Zhu, Ying ;
Sousa, Andre M. M. ;
Gerstein, Mark ;
Crawford, Gregory E. ;
Sestan, Nenad ;
Abyzov, Alexej ;
Vaccarino, Flora M. .
SCIENCE, 2018, 362 (6420) :1268-+
[4]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[5]   MEME SUITE: tools for motif discovery and searching [J].
Bailey, Timothy L. ;
Boden, Mikael ;
Buske, Fabian A. ;
Frith, Martin ;
Grant, Charles E. ;
Clementi, Luca ;
Ren, Jingyuan ;
Li, Wilfred W. ;
Noble, William S. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :W202-W208
[6]   A comprehensive transcriptional map of primate brain development [J].
Bakken, Trygve E. ;
Miller, Jeremy A. ;
Ding, Song-Lin ;
Sunkin, Susan M. ;
Smith, Kimberly A. ;
Ng, Lydia ;
Szafer, Aaron ;
Dalley, Rachel A. ;
Royall, Joshua J. ;
Lemon, Tracy ;
Shapouri, Sheila ;
Aiona, Kaylynn ;
Arnold, James ;
Bennett, Jeffrey L. ;
Bertagnolli, Darren ;
Bickley, Kristopher ;
Boe, Andrew ;
Brouner, Krissy ;
Butler, Stephanie ;
Byrnes, Emi ;
Caldejon, Shiella ;
Carey, Anita ;
Cate, Shelby ;
Chapin, Mike ;
Chen, Jefferey ;
Dee, Nick ;
Desta, Tsega ;
Dolbeare, Tim A. ;
Dotson, Nadia ;
Ebbert, Amanda ;
Fulfs, Erich ;
Gee, Garrett ;
Gilbert, Terri L. ;
Goldy, Jeff ;
Gourley, Lindsey ;
Gregor, Ben ;
Gu, Guangyu ;
Hall, Jon ;
Haradon, Zeb ;
Haynor, David R. ;
Hejazinia, Nika ;
Hoerder-Suabedissen, Anna ;
Howard, Robert ;
Jochim, Jay ;
Kinnunen, Marty ;
Kriedberg, Ali ;
Kuan, Chihchau L. ;
Lau, Christopher ;
Lee, Chang-Kyu ;
Lee, Felix .
NATURE, 2016, 535 (7612) :367-+
[7]   Lineage programming: navigating through transient regulatory states via binary decisions [J].
Bertrand, Vincent ;
Hobert, Oliver .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 2010, 20 (04) :362-368
[8]  
Buenrostro JD, 2013, NAT METHODS, V10, P1213, DOI [10.1038/NMETH.2688, 10.1038/nmeth.2688]
[9]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+
[10]   Human cerebral organoids recapitulate gene expression programs of fetal neocortex development [J].
Camp, J. Gray ;
Badsha, Farhath ;
Florio, Marta ;
Kanton, Sabina ;
Gerber, Tobias ;
Wilsch-Braeuninger, Michaela ;
Lewitus, Eric ;
Sykes, Alex ;
Hevers, Wulf ;
Lancaster, Madeline ;
Knoblich, Juergen A. ;
Lachmann, Robert ;
Paeaebo, Svante ;
Huttner, Wieland B. ;
Treutlein, Barbara .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (51) :15672-15677