A survey of human brain transcriptome diversity at the single cell level

被引:902
作者
Darmanis, Spyros [1 ,4 ]
Sloan, Steven A. [2 ]
Zhang, Ye [2 ]
Enge, Martin [1 ,4 ]
Caneda, Christine [2 ]
Shuer, Lawrence M. [3 ]
Gephart, Melanie G. Hayden [3 ]
Barres, Ben A. [2 ]
Quake, Stephen R. [1 ,4 ]
机构
[1] Stanford Univ, Dept Bioengn & Appl Phys, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Neurobiol, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Neurosurg, Stanford, CA 94305 USA
[4] Stanford Univ, Howard Hughes Med Inst, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
human brain; single cells; RNAseq; neurons; interneurons; MHC CLASS-I; GENE-EXPRESSION; CEREBRAL-CORTEX; RNA-SEQ; NEURONS; MOUSE; CNS; INTERNEURONS; HIPPOCAMPUS; PROTEIN;
D O I
10.1073/pnas.1507125112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The human brain is a tissue of vast complexity in terms of the cell types it comprises. Conventional approaches to classifying cell types in the human brain at single cell resolution have been limited to exploring relatively few markers and therefore have provided a limited molecular characterization of any given cell type. We used single cell RNA sequencing on 466 cells to capture the cellular complexity of the adult and fetal human brain at a whole transcriptome level. Healthy adult temporal lobe tissue was obtained during surgical procedures where otherwise normal tissue was removed to gain access to deeper hippocampal pathology in patients with medical refractory seizures. We were able to classify individual cells into all of the major neuronal, glial, and vascular cell types in the brain. We were able to divide neurons into individual communities and show that these communities preserve the categorization of interneuron subtypes that is typically observed with the use of classic interneuron markers. We then used single cell RNA sequencing on fetal human cortical neurons to identify genes that are differentially expressed between fetal and adult neurons and those genes that display an expression gradient that reflects the transition between replicating and quiescent fetal neuronal populations. Finally, we observed the expression of major histocompatibility complex type I genes in a subset of adult neurons, but not fetal neurons. The work presented here demonstrates the applicability of single cell RNA sequencing on the study of the adult human brain and constitutes a first step toward a comprehensive cellular atlas of the human brain.
引用
收藏
页码:7285 / 7290
页数:6
相关论文
共 26 条
[11]   Regulation of the neuronal proteasome by Zif268 (Egr1) [J].
James, AB ;
Conway, AM ;
Morris, BJ .
JOURNAL OF NEUROSCIENCE, 2006, 26 (05) :1624-1634
[12]   In situ sequencing for RNA analysis in preserved tissue and cells [J].
Ke, Rongqin ;
Mignardi, Marco ;
Pacureanu, Alexandra ;
Svedlund, Jessica ;
Botling, Johan ;
Wahlby, Carolina ;
Nilsson, Mats .
NATURE METHODS, 2013, 10 (09) :857-+
[13]   Neuronal Classification and Marker Gene Identification via Single-Cell Expression Profiling of Brainstem Vestibular Neurons Subserving Cerebellar Learning [J].
Kodama, Takashi ;
Guerrero, Shiloh ;
Shin, Minyoung ;
Moghadam, Seti ;
Faulstich, Michael ;
du Lac, Sascha .
JOURNAL OF NEUROSCIENCE, 2012, 32 (23) :7819-7831
[14]   Fluorescent in situ sequencing (FISSEQ) of RNA for gene expression profiling in intact cells and tissues [J].
Lee, Je Hyuk ;
Daugharthy, Evan R. ;
Scheiman, Jonathan ;
Kalhor, Reza ;
Ferrante, Thomas C. ;
Terry, Richard ;
Turczyk, Brian M. ;
Yang, Joyce L. ;
Lee, Ho Suk ;
Aach, John ;
Zhang, Kun ;
Church, George M. .
NATURE PROTOCOLS, 2015, 10 (03) :442-458
[15]   Single-cell gene expression profiling [J].
Levsky, JM ;
Shenoy, SM ;
Pezo, RC ;
Singer, RH .
SCIENCE, 2002, 297 (5582) :836-840
[16]   Visualization of Dynamics of Single Endogenous mRNA Labeled in Live Mouse [J].
Park, Hye Yoon ;
Lim, Hyungsik ;
Yoon, Young J. ;
Follenzi, Antonia ;
Nwokafor, Chiso ;
Lopez-Jones, Melissa ;
Meng, Xiuhua ;
Singer, Robert H. .
SCIENCE, 2014, 343 (6169) :422-424
[17]   Low-coverage single-cell mRNA sequencing reveals cellular heterogeneity and activated signaling pathways in developing cerebral cortex [J].
Pollen, Alex A. ;
Nowakowski, Tomasz J. ;
Shuga, Joe ;
Wang, Xiaohui ;
Leyrat, Anne A. ;
Lui, Jan H. ;
Li, Nianzhen ;
Szpankowski, Lukasz ;
Fowler, Brian ;
Chen, Peilin ;
Ramalingam, Naveen ;
Sun, Gang ;
Thu, Myo ;
Norris, Michael ;
Lebofsky, Ronald ;
Toppani, Dominique ;
Kemp, Darnell W., II ;
Wong, Michael ;
Clerkson, Barry ;
Jones, Brittnee N. ;
Wu, Shiquan ;
Knutsson, Lawrence ;
Alvarado, Beatriz ;
Wang, Jing ;
Weaver, Lesley S. ;
May, Andrew P. ;
Jones, Robert C. ;
Unger, Marc A. ;
Kriegstein, Arnold R. ;
West, Jay A. A. .
NATURE BIOTECHNOLOGY, 2014, 32 (10) :1053-+
[18]   Three Groups of Interneurons Account for Nearly 100% of Neocortical GABAergic Neurons [J].
Rudy, Bernardo ;
Fishell, Gordon ;
Lee, SooHyun ;
Hjerling-Leffler, Jens .
DEVELOPMENTAL NEUROBIOLOGY, 2011, 71 (01) :45-61
[19]   MHC Class I: An Unexpected Role in Neuronal Plasticity [J].
Shatz, Carla J. .
NEURON, 2009, 64 (01) :40-45
[20]   CALCIUM-BINDING PROTEIN (CALBINDIN-D28K) AND PARVALBUMIN IMMUNOCYTOCHEMISTRY IN THE NORMAL AND EPILEPTIC HUMAN HIPPOCAMPUS [J].
SLOVITER, RS ;
SOLLAS, AL ;
BARBARO, NM ;
LAXER, KD .
JOURNAL OF COMPARATIVE NEUROLOGY, 1991, 308 (03) :381-396