Single-Cell RNA-Seq with Waterfall Reveals Molecular Cascades underlying Adult Neurogenesis

被引:591
作者
Shin, Jaehoon [1 ,2 ]
Berg, Daniel A. [2 ,3 ,7 ]
Zhu, Yunhua [2 ,3 ]
Shin, Joseph Y. [4 ]
Song, Juan [2 ,3 ]
Bonaguidi, Michael A. [2 ,3 ]
Enikolopov, Grigori [8 ,9 ,10 ]
Nauen, David W. [5 ]
Christian, Kimberly M. [2 ,3 ]
Ming, Guo-li [1 ,2 ,3 ,4 ,6 ]
Song, Hongjun [1 ,2 ,3 ,4 ]
机构
[1] Johns Hopkins Univ, Sch Med, Grad Program Cellular & Mol Med, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Med, Inst Cell Engn, Baltimore, MD 21205 USA
[3] Johns Hopkins Univ, Sch Med, Dept Neurol, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Sch Med, Solomon Snyder Dept Neurosci, Baltimore, MD 21205 USA
[5] Johns Hopkins Univ, Sch Med, Dept Pathol, Baltimore, MD 21205 USA
[6] Johns Hopkins Univ, Sch Med, Dept Psychiat & Behav Sci, Baltimore, MD 21205 USA
[7] Karolinska Inst, Dept Med Biochem & Biophys, Mol Neurobiol Lab, S-17117 Stockholm, Sweden
[8] Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA
[9] SUNY Stony Brook, Ctr Dev Genet, Stony Brook, NY 11794 USA
[10] SUNY Stony Brook, Dept Anesthesiol, Stony Brook, NY 11794 USA
基金
瑞典研究理事会;
关键词
NEURAL STEM-CELLS; PROGENITOR CELLS; QUIESCENT; QUANTIFICATION; DYNAMICS;
D O I
10.1016/j.stem.2015.07.013
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Somatic stem cells contribute to tissue ontogenesis, homeostasis, and regeneration through sequential processes. Systematic molecular analysis of stem cell behavior is challenging because classic approaches cannot resolve cellular heterogeneity or capture developmental dynamics. Here we provide a comprehensive resource of single-cell transcriptomes of adult hippocampal quiescent neural stem cells (qNSCs) and their immediate progeny. We further developed Waterfall, a bioinformatic pipeline, to statistically quantify singe-cell gene expression along a de novo reconstructed continuous developmental trajectory. Our study reveals molecular signatures of adult qNSCs, characterized by active niche signaling integration and low protein translation capacity. Our analyses further delineate molecular cascades underlying qNSC activation and neurogenesis initiation, exemplified by decreased extrinsic signaling capacity, primed translational machinery, and regulatory switches in transcription factors, metabolism, and energy sources. Our study reveals the molecular continuum underlying adult neurogenesis and illustrates how Waterfall can be used for single-cell omics analyses of various continuous biological processes.
引用
收藏
页码:360 / 372
页数:13
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