Proper acquisition of cell class identity in organoids allows definition of fate specification programs of the human cerebral cortex

被引:114
作者
Uzquiano, Ana [1 ,2 ]
Kedaigle, Amanda J. [1 ,2 ,3 ,9 ]
Pigoni, Martina [1 ,2 ]
Paulsen, Bruna [1 ,2 ]
Adiconis, Xian [2 ,3 ]
Kim, Kwanho [1 ,2 ,3 ]
Faits, Tyler [1 ,2 ,3 ]
Nagaraja, Surya [1 ,4 ,5 ]
Anton-Bolanos, Noelia [1 ,2 ]
Gerhardinger, Chiara [1 ,2 ]
Tucewicz, Ashley [1 ,2 ]
Murray, Evan [6 ]
Jin, Xin [1 ,6 ,7 ,10 ]
Buenrostro, Jason [1 ,5 ]
Chen, Fei [1 ,6 ]
Velasco, Silvia [1 ,2 ,11 ]
Regev, Aviv [3 ,8 ,12 ]
Levin, Joshua Z. [2 ,3 ]
Arlotta, Paola [1 ,2 ]
机构
[1] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[2] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
[3] Broad Inst MIT & Harvard, Klarman Cell Observ, Cambridge, MA 02142 USA
[4] Broad Inst MIT & Harvard, Gene Regulat Observ, Cambridge, MA 02142 USA
[5] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[6] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[7] Harvard Univ, Cambridge, MA 02138 USA
[8] MIT, Dept Biol, Cambridge, MA 02142 USA
[9] Decibel Therapeut, 1325 Boylston St, Boston, MA 02215 USA
[10] Scripps Res Inst, Dept Neurosci, La Jolla, CA 92037 USA
[11] Royal Childrens Hosp, Murdoch Childrens Res Inst, Parkville, Vic 3052, Australia
[12] Genentech Inc, 1 DNA Way, San Francisco, CA 94080 USA
基金
美国国家卫生研究院;
关键词
OUTER SUBVENTRICULAR ZONE; HUMAN CORTICAL ORGANOIDS; NEOCORTICAL EXPANSION; BRAIN ORGANOIDS; RADIAL GLIA; STEM-CELLS; DIVERSITY; ACCESSIBILITY; NEUROGENESIS; SIGNATURES;
D O I
10.1016/j.cell.2022.09.010
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Realizing the full utility of brain organoids to study human development requires understanding whether organoids precisely replicate endogenous cellular and molecular events, particularly since acquisition of cell identity in organoids can be impaired by abnormal metabolic states. We present a comprehensive sin-gle-cell transcriptomic, epigenetic, and spatial atlas of human cortical organoid development, comprising over 610,000 cells, from generation of neural progenitors through production of differentiated neuronal and glial subtypes. We show that processes of cellular diversification correlate closely to endogenous ones, irrespective of metabolic state, empowering the use of this atlas to study human fate specification. We define longitudinal molecular trajectories of cortical cell types during organoid development, identify genes with predicted human-specific roles in lineage establishment, and uncover early transcriptional diver-sity of human callosal neurons. The findings validate this comprehensive atlas of human corticogenesis in vitro as a resource to prime investigation into the mechanisms of human cortical development.
引用
收藏
页码:3770 / +
页数:47
相关论文
共 116 条
[1]   destiny: diffusion maps for large-scale single cell data in R [J].
Angerer, Philipp ;
Haghverdi, Laleh ;
Buettner, Maren ;
Theis, Fabian J. ;
Marr, Carsten ;
Buettner, Florian .
BIOINFORMATICS, 2016, 32 (08) :1241-1243
[2]   AUTORADIOGRAPHIC STUDY OF CELL MIGRATION DURING HISTOGENESIS OF CEREBRAL CORTEX IN MOUSE [J].
ANGEVINE, JB ;
SIDMAN, RL .
NATURE, 1961, 192 (480) :766-&
[3]   Human neocortical expansion involves glutamatergic neuron diversification [J].
Berg, Jim ;
Sorensen, Staci A. ;
Ting, Jonathan T. ;
Miller, Jeremy A. ;
Chartrand, Thomas ;
Buchin, Anatoly ;
Bakken, Trygve E. ;
Budzillo, Agata ;
Dee, Nick ;
Ding, Song-Lin ;
Gouwens, Nathan W. ;
Hodge, Rebecca D. ;
Kalmbach, Brian ;
Lee, Changkyu ;
Lee, Brian R. ;
Alfiler, Lauren ;
Baker, Katherine ;
Barkan, Eliza ;
Beller, Allison ;
Berry, Kyla ;
Bertagnolli, Darren ;
Bickley, Kris ;
Bomben, Jasmine ;
Braun, Thomas ;
Brouner, Krissy ;
Casper, Tamara ;
Chong, Peter ;
Crichton, Kirsten ;
Dalley, Rachel ;
de Frates, Rebecca ;
Desta, Tsega ;
Lee, Samuel Dingman ;
D'Orazi, Florence ;
Dotson, Nadezhda ;
Egdorf, Tom ;
Enstrom, Rachel ;
Farrell, Colin ;
Feng, David ;
Fong, Olivia ;
Furdan, Szabina ;
Galakhova, Anna A. ;
Gamlin, Clare ;
Gary, Amanda ;
Glandon, Alexandra ;
Goldy, Jeff ;
Gorham, Melissa ;
Goriounova, Natalia A. ;
Gratiy, Sergey ;
Graybuck, Lucas ;
Gu, Hong .
NATURE, 2021, 598 (7879) :151-+
[4]   Precursor Diversity and Complexity of Lineage Relationships in the Outer Subventricular Zone of the Primate [J].
Betizeau, Marion ;
Cortay, Veronique ;
Patti, Dorothee ;
Pfister, Sabina ;
Gautier, Elodie ;
Bellemin-Menard, Angele ;
Afanassieff, Marielle ;
Huissoud, Cyril ;
Douglas, Rodney J. ;
Kennedy, Henry ;
Dehay, Colette .
NEURON, 2013, 80 (02) :442-457
[5]   Cell stress in cortical organoids impairs molecular subtype specification [J].
Bhaduri, Aparna ;
Andrews, Madeline G. ;
Mancia Leon, Walter ;
Jung, Diane ;
Shin, David ;
Allen, Denise ;
Jung, Dana ;
Schmunk, Galina ;
Haeussler, Maximilian ;
Salma, Jahan ;
Pollen, Alex A. ;
Nowakowski, Tomasz J. ;
Kriegstein, Arnold R. .
NATURE, 2020, 578 (7793) :142-+
[6]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[7]   Single-cell chromatin accessibility reveals principles of regulatory variation [J].
Buenostro, Jason D. ;
Wu, Beijing ;
Litzenburger, Ulrike M. ;
Ruff, Dave ;
Gonzales, Michael L. ;
Snyder, Michael P. ;
Chang, Howard Y. ;
Greenleaf, William J. .
NATURE, 2015, 523 (7561) :486-U264
[8]   Robust decomposition of cell type mixtures in spatial transcriptomics [J].
Cable, Dylan M. ;
Murray, Evan ;
Zou, Luli S. ;
Goeva, Aleksandrina ;
Macosko, Evan Z. ;
Chen, Fei ;
Irizarry, Rafael A. .
NATURE BIOTECHNOLOGY, 2022, 40 (04) :517-+
[9]   Improved identification of concordant and discordant gene expression signatures using an updated rank-rank hypergeometric overlap approach [J].
Cahill, Kelly M. ;
Huo, Zhiguang ;
Tseng, George C. ;
Logan, Ryan W. ;
Seney, Marianne L. .
SCIENTIFIC REPORTS, 2018, 8
[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