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本文引用的文献

1
Identification of quiescent and spatially restricted mammary stem cells that are hormone responsive.鉴定具有激素反应性的静止和空间受限的乳腺干细胞。
Nat Cell Biol. 2017 Mar;19(3):164-176. doi: 10.1038/ncb3471. Epub 2017 Feb 13.
2
A Quiescent Bcl11b High Stem Cell Population Is Required for Maintenance of the Mammary Gland.维持乳腺需要一个静止的Bcl11b高表达干细胞群体。
Cell Stem Cell. 2017 Feb 2;20(2):247-260.e5. doi: 10.1016/j.stem.2016.11.007. Epub 2016 Dec 29.
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Transcriptomic Profiling Maps Anatomically Patterned Subpopulations among Single Embryonic Cardiac Cells.转录组分析绘制单个胚胎心脏细胞中按解剖模式分布的亚群图谱。
Dev Cell. 2016 Nov 21;39(4):491-507. doi: 10.1016/j.devcel.2016.10.014. Epub 2016 Nov 10.
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Single-Cell Resolution of Temporal Gene Expression during Heart Development.心脏发育过程中时间基因表达的单细胞分辨率
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Molecular Diversity of Midbrain Development in Mouse, Human, and Stem Cells.小鼠、人类及干细胞中脑发育的分子多样性
Cell. 2016 Oct 6;167(2):566-580.e19. doi: 10.1016/j.cell.2016.09.027.
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Identification of blood vascular endothelial stem cells by the expression of protein C receptor.通过蛋白C受体表达鉴定血管内皮干细胞
Cell Res. 2016 Oct;26(10):1079-1098. doi: 10.1038/cr.2016.85. Epub 2016 Jul 1.
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Tracing haematopoietic stem cell formation at single-cell resolution.单细胞分辨率追踪造血干细胞的形成。
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8
Use of the Fluidigm C1 platform for RNA sequencing of single mouse pancreatic islet cells.使用Fluidigm C1平台对单个小鼠胰岛细胞进行RNA测序。
Proc Natl Acad Sci U S A. 2016 Mar 22;113(12):3293-8. doi: 10.1073/pnas.1602306113. Epub 2016 Mar 7.
9
Single-cell transcriptomes reveal characteristic features of human pancreatic islet cell types.单细胞转录组揭示了人类胰岛细胞类型的特征。
EMBO Rep. 2016 Feb;17(2):178-87. doi: 10.15252/embr.201540946. Epub 2015 Dec 21.
10
Single-Cell RNA-Seq with Waterfall Reveals Molecular Cascades underlying Adult Neurogenesis.利用Waterfall进行单细胞RNA测序揭示成体神经发生背后的分子级联反应。
Cell Stem Cell. 2015 Sep 3;17(3):360-72. doi: 10.1016/j.stem.2015.07.013. Epub 2015 Aug 20.

单细胞 RNA 测序揭示了小鼠乳腺上皮细胞内的细胞异质性和层次结构。

Single-cell RNA-Seq reveals cell heterogeneity and hierarchy within mouse mammary epithelia.

机构信息

From the Cancer Center.

Zhuhai Research Institute.

出版信息

J Biol Chem. 2018 Jun 1;293(22):8315-8329. doi: 10.1074/jbc.RA118.002297. Epub 2018 Apr 17.

DOI:10.1074/jbc.RA118.002297
PMID:29666189
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5986215/
Abstract

The mammary gland is very intricately and well organized into distinct tissues, including epithelia, endothelia, adipocytes, and stromal and immune cells. Many mammary gland diseases, such as breast cancer, arise from abnormalities in the mammary epithelium, which is mainly composed of two distinct lineages, the basal and luminal cells. Because of the limitation of traditional transcriptome analysis of bulk mammary cells, the hierarchy and heterogeneity of mammary cells within these two lineages remain unclear. To this end, using single-cell RNA-Seq coupled with FACS analysis and principal component analysis, we determined gene expression profiles of mammary epithelial cells of virgin and pregnant mice. These analyses revealed a much higher heterogeneity among the mammary cells than has been previously reported and enabled cell classification into distinct subgroups according to signature gene markers present in each group. We also identified and verified a rare CDH5 cell subpopulation within a basal cell lineage as quiescent mammary stem cells (MaSCs). Moreover, using pseudo-temporal analysis, we reconstructed the developmental trajectory of mammary epithelia and uncovered distinct changes in gene expression and in biological functions of mammary cells along the developmental process. In conclusion, our work greatly refines the resolution of the cellular hierarchy in developing mammary tissues. The discovery of CDH5 cells as MaSCs in these tissues may have implications for our understanding of the initiation, development, and pathogenesis of mammary tumors.

摘要

乳腺组织非常复杂,组织良好,分为不同的组织,包括上皮组织、内皮组织、脂肪细胞、基质和免疫细胞。许多乳腺疾病,如乳腺癌,源于乳腺上皮的异常,乳腺上皮主要由两个不同的谱系组成,基底细胞和腔细胞。由于传统的批量乳腺细胞转录组分析的局限性,这两个谱系内乳腺细胞的层次结构和异质性仍不清楚。为此,我们使用单细胞 RNA-Seq 结合 FACS 分析和主成分分析,确定了处女和怀孕小鼠乳腺上皮细胞的基因表达谱。这些分析显示,乳腺细胞的异质性比以前报道的要高得多,并能够根据每个组中存在的特征基因标记将细胞分类为不同的亚群。我们还在基底细胞谱系中鉴定并验证了一个罕见的 CDH5 细胞亚群作为静止乳腺干细胞(MaSCs)。此外,通过拟时分析,我们重建了乳腺上皮的发育轨迹,并揭示了乳腺细胞在发育过程中基因表达和生物学功能的明显变化。总之,我们的工作大大提高了发育中乳腺组织中细胞层次结构的分辨率。在这些组织中发现 CDH5 细胞作为 MaSCs,可能对我们理解乳腺肿瘤的发生、发展和发病机制具有重要意义。