Long-term maturation of human cortical organoids matches key early postnatal transitions

被引:222
作者
Gordon, Aaron [1 ]
Yoon, Se-Jin [2 ,3 ]
Tran, Stephen S. [4 ,5 ]
Makinson, Christopher D. [6 ]
Park, Jin Young [2 ,3 ]
Andersen, Jimena [2 ,3 ]
Valencia, Alfredo M. [2 ,3 ]
Horvath, Steve [7 ,8 ]
Xiao, Xinshu [5 ,9 ,10 ]
Huguenard, John R. [6 ]
Pasca, Sergiu P. [2 ,3 ]
Geschwind, Daniel H. [1 ,8 ,11 ,12 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USA
[2] Stanford Univ, Dept Psychiat & Behav Sci, Stanford, CA 94305 USA
[3] Stanford Univ, Wu Tsai Neurosci Inst, Stanford Brain Organogenesis, Stanford, CA 94305 USA
[4] Univ Calif San Diego, Dept Psychiat, San Diego, CA 92103 USA
[5] Univ Calif Los Angeles, Dept Integrat Biol, Los Angeles, CA USA
[6] Stanford Univ, Sch Med, Dept Neurol & Neurol Sci, Stanford, CA 94305 USA
[7] Univ Calif Los Angeles, Dept Biostat, Fielding Sch Publ Hlth, Los Angeles, CA USA
[8] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[9] Univ Calif Los Angeles, Inst Mol Biol, Los Angeles, CA 90024 USA
[10] Univ Calif Los Angeles, Inst Quantitat & Computat Biol, Los Angeles, CA USA
[11] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Program Neurobehav Genet, Los Angeles, CA 90095 USA
[12] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Ctr Autism Res & Treatment, Los Angeles, CA 90095 USA
关键词
GENOME-WIDE ASSOCIATION; HUMAN BRAIN-DEVELOPMENT; CEREBRAL ORGANOIDS; EXPRESSION; PACKAGE; DISEASE; IDENTIFICATION; DYSREGULATION; TRANSCRIPTOME; MECHANISMS;
D O I
10.1038/s41593-021-00802-y
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Human stem-cell-derived models provide the promise of accelerating our understanding of brain disorders, but not knowing whether they possess the ability to mature beyond mid- to late-fetal stages potentially limits their utility. We leveraged a directed differentiation protocol to comprehensively assess maturation in vitro. Based on genome-wide analysis of the epigenetic clock and transcriptomics, as well as RNA editing, we observe that three-dimensional human cortical organoids reach postnatal stages between 250 and 300 days, a timeline paralleling in vivo development. We demonstrate the presence of several known developmental milestones, including switches in the histone deacetylase complex and NMDA receptor subunits, which we confirm at the protein and physiological levels. These results suggest that important components of an intrinsic in vivo developmental program persist in vitro. We further map neurodevelopmental and neurodegenerative disease risk genes onto in vitro gene expression trajectories to provide a resource and webtool (Gene Expression in Cortical Organoids, GECO) to guide disease modeling. Gordon et al. use genome-wide unbiased approaches to show that human cerebral cortical organoids, when cultured for many months, start to resemble stages of postnatal brain development, with a timeline that parallels in vivo development.
引用
收藏
页码:331 / 342
页数:12
相关论文
共 81 条
[21]   Genome-wide meta-analysis identifies new loci and functional pathways influencing Alzheimer's disease risk [J].
Jansen, Iris E. ;
Savage, Jeanne E. ;
Watanabe, Kyoko ;
Bryois, Julien ;
Williams, Dylan M. ;
Steinberg, Stacy ;
Sealock, Julia ;
Karlsson, Ida K. ;
Hagg, Sara ;
Athanasiu, Lavinia ;
Voyle, Nicola ;
Proitsi, Petroula ;
Witoelar, Aree ;
Stringer, Sven ;
Aarsland, Dag ;
Almdahl, Ina S. ;
Andersen, Fred ;
Bergh, Sverre ;
Bettella, Francesco ;
Bjornsson, Sigurbjorn ;
Braekhus, Anne ;
Brathen, Geir ;
de Leeuw, Christiaan ;
Desikan, Rahul S. ;
Djurovic, Srdjan ;
Dumitrescu, Logan ;
Fladby, Tormod ;
Hohman, Timothy J. ;
Jonsson, Palmi, V ;
Kiddle, Steven J. ;
Rongve, Arvid ;
Saltvedt, Ingvild ;
Sando, Sigrid B. ;
Selbaek, Geir ;
Shoai, Maryam ;
Skene, Nathan G. ;
Snaedal, Jon ;
Stordal, Eystein ;
Ulstein, Ingun D. ;
Wang, Yunpeng ;
White, Linda R. ;
Hardy, John ;
Hjerling-Leffler, Jens ;
Sullivan, Patrick F. ;
van der Flier, Wiesje M. ;
Dobson, Richard ;
Davis, Lea K. ;
Stefansson, Hreinn ;
Stefansson, Kari ;
Pedersen, Nancy L. .
NATURE GENETICS, 2019, 51 (03) :404-+
[22]   Spatio-temporal transcriptome of the human brain [J].
Kang, Hyo Jung ;
Kawasawa, Yuka Imamura ;
Cheng, Feng ;
Zhu, Ying ;
Xu, Xuming ;
Li, Mingfeng ;
Sousa, Andre M. M. ;
Pletikos, Mihovil ;
Meyer, Kyle A. ;
Sedmak, Goran ;
Guennel, Tobias ;
Shin, Yurae ;
Johnson, Matthew B. ;
Krsnik, Zeljka ;
Mayer, Simone ;
Fertuzinhos, Sofia ;
Umlauf, Sheila ;
Lisgo, Steven N. ;
Vortmeyer, Alexander ;
Weinberger, Daniel R. ;
Mane, Shrikant ;
Hyde, Thomas M. ;
Huttner, Anita ;
Reimers, Mark ;
Kleinman, Joel E. ;
Sestan, Nenad .
NATURE, 2011, 478 (7370) :483-489
[23]   Neuronal defects in a human cellular model of 22q11.2 deletion syndrome [J].
Khan, Themasap A. ;
Revah, Omer ;
Gordon, Aaron ;
Yoon, Se-Jin ;
Krawisz, Anna K. ;
Goold, Carleton ;
Sun, Yishan ;
Kim, Chul Hoon ;
Tian, Yuan ;
Li, Min-Yin ;
Schaepe, Julia M. ;
Ikeda, Kazuya ;
Amin, Neal D. ;
Sakai, Noriaki ;
Yazawa, Masayuki ;
Kushan, Leila ;
Nishino, Seiji ;
Porteus, Matthew H. ;
Rapoport, Judith L. ;
Bernstein, Jonathan A. ;
O'Hara, Ruth ;
Bearden, Carrie E. ;
Hallmayer, Joachim F. ;
Huguenard, John R. ;
Geschwind, Daniel H. ;
Dolmetsch, Ricardo E. ;
Pasca, Sergiu P. .
NATURE MEDICINE, 2020, 26 (12) :1888-1898
[24]  
Kim D, 2015, NAT METHODS, V12, P357, DOI [10.1038/NMETH.3317, 10.1038/nmeth.3317]
[25]  
Korotkevich G., 2019, FAST GENE SET ENRICH, DOI [10.1101/060012., 10.1101/060012]
[26]   Cerebral organoids model human brain development and microcephaly [J].
Lancaster, Madeline A. ;
Renner, Magdalena ;
Martin, Carol-Anne ;
Wenzel, Daniel ;
Bicknell, Louise S. ;
Hurles, Matthew E. ;
Homfray, Tessa ;
Penninger, Josef M. ;
Jackson, Andrew P. ;
Knoblich, Juergen A. .
NATURE, 2013, 501 (7467) :373-+
[27]   WGCNA: an R package for weighted correlation network analysis [J].
Langfelder, Peter ;
Horvath, Steve .
BMC BIOINFORMATICS, 2008, 9 (1)
[28]   Is My Network Module Preserved and Reproducible? [J].
Langfelder, Peter ;
Luo, Rui ;
Oldham, Michael C. ;
Horvath, Steve .
PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (01)
[29]   GABAergic Interneurons Shape the Functional Maturation of the Cortex [J].
Le Magueresse, Corentin ;
Monyer, Hannah .
NEURON, 2013, 77 (03) :388-405
[30]   Analysis and design of RNA sequencing experiments for identifying RNA editing and other single-nucleotide variants [J].
Lee, Jae-Hyung ;
Ang, Jason K. ;
Xiao, Xinshu .
RNA, 2013, 19 (06) :725-732