Combined Single-Cell Functional and Gene Expression Analysis Resolves Heterogeneity within Stem Cell Populations

被引:344
作者
Wilson, Nicola K. [1 ,2 ]
Kent, David G. [1 ,2 ]
Buettner, Florian [3 ]
Shehata, Mona [8 ,9 ]
Macaulay, Iain C. [4 ]
Calero-Nieto, Fernando J. [1 ,2 ]
Castillo, Manuel Sanchez [1 ,2 ]
Oedekoven, Caroline A. [1 ,2 ]
Diamanti, Evangelia [1 ,2 ]
Schulte, Reiner [5 ]
Ponting, Chris P. [4 ]
Voet, Thierry [4 ,7 ]
Caldas, Carlos [6 ,8 ,9 ]
Stingl, John [8 ,9 ]
Green, Anthony R. [1 ,2 ]
Theis, Fabian J. [3 ,10 ]
Goettgens, Berthold [1 ,2 ]
机构
[1] Univ Cambridge, Wellcome Trust & MRC Cambridge Stem Cell Inst, Dept Haematol, Cambridge CB2 0XY, England
[2] Univ Cambridge, Cambridge Inst Med Res, Cambridge CB2 0XY, England
[3] Helmholtz Zentrum Munchen, Inst Computat Biol, D-85764 Neuherberg, Germany
[4] Wellcome Trust Sanger Inst, Single Cell Genom Ctr, Cambridge CB10 1SA, England
[5] Univ Cambridge, Cambridge Inst Med Res, Head Flow Cytometry, Cambridge CB2 0XY, England
[6] Univ Oxford, Dept Physiol Anat & Genet, MRC Funct Genom Unit, MRC Computat Genom Anal & Training Programme, Oxford OX1 3PT, England
[7] Katholieke Univ Leuven, Dept Human Genet, Lab Reprod Gen, B-3000 Louvain, Belgium
[8] Univ Cambridge, Li Ka Shing Ctr, Dept Oncol, Cambridge CB2 0RE, England
[9] Univ Cambridge, Li Ka Shing Ctr, Canc Res UK Cambridge Inst, Cambridge CB2 0RE, England
[10] Tech Univ Munich, Dept Math, D-85748 Garching, Germany
基金
欧洲研究理事会; 英国生物技术与生命科学研究理事会; 加拿大健康研究院; 英国医学研究理事会; 英国惠康基金;
关键词
HEMATOPOIETIC STEM; SELF-RENEWAL; RNA-SEQ; PROGENITOR CELLS; HIERARCHY;
D O I
10.1016/j.stem.2015.04.004
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Heterogeneity within the self-renewal durability of adult hematopoietic stem cells (HSCs) challenges our understanding of the molecular framework underlying HSC function. Gene expression studies have been hampered by the presence of multiple HSC subtypes and contaminating non-HSCs in bulk HSC populations. To gain deeper insight into the gene expression program of murine HSCs, we combined single-cell functional assays with flow cytometric index sorting and single-cell gene expression assays. Through bioinformatic integration of these datasets, we designed an unbiased sorting strategy that separates non-HSCs away from HSCs, and single-cell transplantation experiments using the enriched population were combined with RNA-seq data to identify key molecules that associate with long-term durable self-renewal, producing a single-cell molecular dataset that is linked to functional stem cell activity. Finally, we demonstrated the broader applicability of this approach for linking key molecules with defined cellular functions in another stem cell system.
引用
收藏
页码:712 / 724
页数:13
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