Decoding Neuronal Diversification by Multiplexed Single-cell RNA-Seq

被引:7
作者
Luginbuhl, Joachim [1 ,2 ]
Kouno, Tsukasa [1 ,2 ]
Nakano, Rei [1 ,3 ]
Chater, Thomas E. [4 ]
Sivaraman, Divya M. [1 ,2 ,5 ]
Kishima, Mami [1 ,2 ]
Roudnicky, Filip [6 ]
Carninci, Piero [1 ,2 ]
Plessy, Charles [1 ,2 ]
Shin, Jay W. [1 ,2 ]
机构
[1] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa 2300045, Japan
[2] RIKEN Ctr Life Sci Technol, Div Genom Technol, Yokohama, Kanagawa 2300045, Japan
[3] Nihon Univ, Coll Bioresource Sci, Lab Vet Radiol, Fujisawa, Kanagawa 2520880, Japan
[4] RIKEN Ctr Brain Sci, Wako, Saitama 3510198, Japan
[5] Sree Chitra Tirunal Inst Med Sci & Technol, Dept Pathol, Thiruvananthapuram 695011, Kerala, India
[6] Swiss Fed Inst Technol, Inst Pharmaceut Sci, CH-8057 Zurich, Switzerland
来源
STEM CELL REPORTS | 2021年 / 16卷 / 04期
基金
日本学术振兴会;
关键词
HUMAN FIBROBLASTS; DIRECT CONVERSION; DOPAMINERGIC-NEURONS; MOUSE; PAX6; GENERATION; NEUROTRANSMITTER; REGULATORS; INDUCTION; SCREEN;
D O I
10.1016/j.stemcr.2021.02.006
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Cellular reprogramming is driven by a defined set of transcription factors; however, the regulatory logic that underlies cell-type specifi-cation and diversification remains elusive. Single-cell RNA-seq provides unprecedented coverage to measure dynamic molecular changes at the single-cell resolution. Here, we multiplex and ectopically express 20 pro-neuronal transcription factors in human dermal fibroblasts and demonstrate a widespread diversification of neurons based on cell morphology and canonical neuronal marker expressions. Single-cell RNA-seq analysis reveals diverse and distinct neuronal subtypes, including reprogramming processes that strongly correlate with the developing brain. Gene mapping of 20 exogenous pro-neuronal transcription factors further unveiled key determinants responsible for neuronal lineage specification and a regulatory logic dictating neuronal diversification, including glutamatergic and cholinergic neurons. The multiplex scRNA-seq approach is a robust and scalable approach to elucidate lineage and cellular specification across various biolog-ical systems.
引用
收藏
页码:810 / 824
页数:15
相关论文
共 55 条
[1]   A Multiplexed Single-Cell CRISPR Screening Platform Enables Systematic Dissection of the Unfolded Protein Response [J].
Adamson, Britt ;
Norman, Thomas M. ;
Jost, Marco ;
Cho, Min Y. ;
Nunez, James K. ;
Chen, Yuwen ;
Villalta, Jacqueline E. ;
Gilbert, Luke A. ;
Horlbeck, Max A. ;
Hein, Marco Y. ;
Pak, Ryan A. ;
Gray, Andrew N. ;
Gross, Carol A. ;
Dixit, Atray ;
Parnas, Oren ;
Regev, Aviv ;
Weissman, Jonathan S. .
CELL, 2016, 167 (07) :1867-+
[2]   A Single-Cell Transcriptomics CRISPR-Activation Screen Identifies Epigenetic Regulators of the Zygotic Genome Activation Program [J].
Alda-Catalinas, Celia ;
Bredikhin, Danila ;
Hernando-Herraez, Irene ;
Santos, Fatima ;
Kubinyecz, Oana ;
Eckersley-Maslin, Melanie A. ;
Stegle, Oliver ;
Reik, Wolf .
CELL SYSTEMS, 2020, 11 (01) :25-+
[3]   Direct Conversion of Somatic Cells into Induced Neurons [J].
An, Na ;
Xu, Huiming ;
Gao, Wei-Qiang ;
Yang, Hao .
MOLECULAR NEUROBIOLOGY, 2018, 55 (01) :642-651
[4]   Near-optimal probabilistic RNA-seq quantification (vol 34, pg 525, 2016) [J].
Bray, Nicolas L. ;
Pimentel, Harold ;
Melsted, Pall ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2016, 34 (08) :888-888
[5]   Direct generation of functional dopaminergic neurons from mouse and human fibroblasts [J].
Caiazzo, Massimiliano ;
Dell'Anno, Maria Teresa ;
Dvoretskova, Elena ;
Lazarevic, Dejan ;
Taverna, Stefano ;
Leo, Damiana ;
Sotnikova, Tatyana D. ;
Menegon, Andrea ;
Roncaglia, Paola ;
Colciago, Giorgia ;
Russo, Giovanni ;
Carninci, Piero ;
Pezzoli, Gianni ;
Gainetdinov, Raul R. ;
Gustincich, Stefano ;
Dityatev, Alexander ;
Broccoli, Vania .
NATURE, 2011, 476 (7359) :224-U151
[6]   Generation of Induced Neuronal Cells by the Single Reprogramming Factor ASCL1 [J].
Chanda, Soham ;
Ang, Cheen Euong ;
Davila, Jonathan ;
Pak, ChangHui ;
Mall, Moritz ;
Lee, Qian Yi ;
Ahlenius, Henrik ;
Jung, Seung Woo ;
Suedhof, Thomas C. ;
Wernig, Marius .
STEM CELL REPORTS, 2014, 3 (02) :282-296
[7]  
Chapouton P, 1999, DEVELOPMENT, V126, P5569
[8]   Genome-wide CRISPR Screen in a Mouse Model of Tumor Growth and Metastasis [J].
Chen, Sidi ;
Sanjana, Neville E. ;
Zheng, Kaijie ;
Shalem, Ophir ;
Lee, Kyungheon ;
Shi, Xi ;
Scott, David A. ;
Song, Jun ;
Pan, Jen Q. ;
Weissleder, Ralph ;
Lee, Hakho ;
Zhang, Feng ;
Sharp, Phillip A. .
CELL, 2015, 160 (06) :1246-1260
[9]   Isl1 Directly Controls a Cholinergic Neuronal Identity in the Developing Forebrain and Spinal Cord by Forming Cell Type-Specific Complexes [J].
Cho, Hyong-Ho ;
Cargnin, Francesca ;
Kim, Yujin ;
Lee, Bora ;
Kwon, Ryuk-Jun ;
Nam, Heejin ;
Shen, Rongkun ;
Barnes, Anthony P. ;
Lee, Jae W. ;
Lee, Seunghee ;
Lee, Soo-Kyung .
PLOS GENETICS, 2014, 10 (04)
[10]   Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens [J].
Dixit, Atray ;
Pamas, Oren ;
Li, Biyu ;
Chen, Jenny ;
Fulco, Charles P. ;
Jerby-Amon, Livnat ;
Marjanovic, Nemanja D. ;
Dionne, Danielle ;
Burks, Tyler ;
Raychowdhury, Raktima ;
Adamson, Britt ;
Norman, Thomas M. ;
Lander, Eric S. ;
Weissman, Jonathan S. ;
Friedman, Nir ;
Regev, Aviv .
CELL, 2016, 167 (07) :1853-+