Tsang Jason C H, Yu Yong, Burke Shannon, Buettner Florian, Wang Cui, Kolodziejczyk Aleksandra A, Teichmann Sarah A, Lu Liming, Liu Pentao
Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA, UK.
EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, UK.
Genome Biol. 2015 Sep 21;16:178. doi: 10.1186/s13059-015-0739-5.
BACKGROUND: Hematopoietic stem cells (HSCs) are a rare cell type with the ability of long-term self-renewal and multipotency to reconstitute all blood lineages. HSCs are typically purified from the bone marrow using cell surface markers. Recent studies have identified significant cellular heterogeneities in the HSC compartment with subsets of HSCs displaying lineage bias. We previously discovered that the transcription factor Bcl11a has critical functions in the lymphoid development of the HSC compartment. RESULTS: In this report, we employ single-cell transcriptomic analysis to dissect the molecular heterogeneities in HSCs. We profile the transcriptomes of 180 highly purified HSCs (Bcl11a (+/+) and Bcl11a (-/-)). Detailed analysis of the RNA-seq data identifies cell cycle activity as the major source of transcriptomic variation in the HSC compartment, which allows reconstruction of HSC cell cycle progression in silico. Single-cell RNA-seq profiling of Bcl11a (-/-) HSCs reveals abnormal proliferative phenotypes. Analysis of lineage gene expression suggests that the Bcl11a (-/-) HSCs are constituted of two distinct myeloerythroid-restricted subpopulations. Remarkably, similar myeloid-restricted cells could also be detected in the wild-type HSC compartment, suggesting selective elimination of lymphoid-competent HSCs after Bcl11a deletion. These defects are experimentally validated in serial transplantation experiments where Bcl11a (-/-) HSCs are myeloerythroid-restricted and defective in self-renewal. CONCLUSIONS: Our study demonstrates the power of single-cell transcriptomics in dissecting cellular process and lineage heterogeneities in stem cell compartments, and further reveals the molecular and cellular defects in the Bcl11a-deficient HSC compartment.
背景:造血干细胞(HSCs)是一种罕见的细胞类型,具有长期自我更新能力和多能性,可重建所有血细胞谱系。造血干细胞通常利用细胞表面标志物从骨髓中纯化出来。最近的研究发现造血干细胞区室存在显著的细胞异质性,造血干细胞亚群表现出谱系偏向性。我们之前发现转录因子Bcl11a在造血干细胞区室的淋巴细胞发育中具有关键作用。 结果:在本报告中,我们采用单细胞转录组分析来剖析造血干细胞中的分子异质性。我们对180个高度纯化的造血干细胞(Bcl11a(+/+)和Bcl11a(-/-))的转录组进行了分析。对RNA测序数据的详细分析确定细胞周期活性是造血干细胞区室转录组变异的主要来源,这使得能够在计算机上重建造血干细胞的细胞周期进程。对Bcl11a(-/-)造血干细胞的单细胞RNA测序分析揭示了异常的增殖表型。对谱系基因表达的分析表明,Bcl11a(-/-)造血干细胞由两个不同的髓系红细胞系限制性亚群组成。值得注意的是,在野生型造血干细胞区室中也能检测到类似的髓系限制性细胞,这表明Bcl11a缺失后具有淋巴细胞生成能力的造血干细胞被选择性清除。这些缺陷在连续移植实验中得到了实验验证,其中Bcl11a(-/-)造血干细胞是髓系红细胞系限制性的,并且自我更新存在缺陷。 结论:我们的研究证明了单细胞转录组学在剖析干细胞区室中的细胞过程和谱系异质性方面的强大作用,并进一步揭示了Bcl11a缺陷型造血干细胞区室中的分子和细胞缺陷。
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