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

被引:572
|
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
相关论文
共 50 条
  • [41] Guidelines for reporting single-cell RNA-seq experiments
    Anja Füllgrabe
    Nancy George
    Matthew Green
    Parisa Nejad
    Bruce Aronow
    Silvie Korena Fexova
    Clay Fischer
    Mallory Ann Freeberg
    Laura Huerta
    Norman Morrison
    Richard H. Scheuermann
    Deanne Taylor
    Nicole Vasilevsky
    Laura Clarke
    Nils Gehlenborg
    Jim Kent
    John Marioni
    Sarah Teichmann
    Alvis Brazma
    Irene Papatheodorou
    Nature Biotechnology, 2020, 38 : 1384 - 1386
  • [42] How deep is enough in single-cell RNA-seq?
    Aaron M Streets
    Yanyi Huang
    Nature Biotechnology, 2014, 32 : 1005 - 1006
  • [43] Single-cell RNA-Seq unveils tumor microenvironment
    Lee, Hae-Ock
    Park, Woong-Yang
    BMB REPORTS, 2017, 50 (06) : 283 - 284
  • [44] Single-cell topological RNA-seq analysis reveals insights into cellular differentiation and development
    Rizvi, Abbas H.
    Camara, Pablo G.
    Kandror, Elena K.
    Roberts, Thomas J.
    Schieren, Ira
    Maniatis, Tom
    Rabadan, Raul
    NATURE BIOTECHNOLOGY, 2017, 35 (06) : 551 - +
  • [45] Single-Cell RNA-Seq Reveals Cellular and Molecular Correlates of Severe Illness in RSV-Infected Infants
    Chu, C.
    Bhattacharya, S.
    McDavid, A.
    Slaunwhite, C.
    Ren, Y.
    Anderson, C. S.
    Myers, J.
    Falsey, A. R.
    Topham, D.
    Caserta, M.
    Walsh, E. E.
    Mariani, T. J.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [46] Single-cell RNA-seq analysis revealed long-lasting adverse effects of tamoxifen on neurogenesis in prenatal and adult brains
    Lee, Chia-Ming
    Zhou, Liqiang
    Liu, Jiping
    Shi, Jiayu
    Geng, Yanan
    Liu, Min
    Wang, Jiaruo
    Su, Xinjie
    Barad, Nicholas
    Wang, Junbang
    Sun, Yi Eve
    Lu, Quan
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (32) : 19578 - 19589
  • [47] Single-Cell RNA-Seq Reveals Alpha-Cell Maturation Stages in Pancreas Development
    Stanescu, Diana E.
    Won, Kyoung Jae
    Stoffers, Doris A.
    DIABETES, 2015, 64 : A735 - A735
  • [48] Single-cell RNA-seq reveals T cell exhaustion and immune response landscape in osteosarcoma
    Fan, Qizhi
    Wang, Yiyan
    Cheng, Jun
    Pan, Boyu
    Zang, Xiaofang
    Liu, Renfeng
    Deng, Youwen
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [49] How deep is enough in single-cell RNA-seq?
    Streets, Aaron M.
    Huang, Yanyi
    NATURE BIOTECHNOLOGY, 2014, 32 (10) : 1005 - 1006
  • [50] Single-cell RNA-seq keeps cells alive
    Eleni Kotsiliti
    Nature Biotechnology, 2022, 40 : 1432 - 1432