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单细胞 RNA 测序突出了体外培养的人原 Wharton 胶间充质干细胞/基质细胞的异质性。

Single-cell RNA-seq highlights heterogeneity in human primary Wharton's jelly mesenchymal stem/stromal cells cultured in vitro.

机构信息

BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, China.

BGI-Shenzhen, Shenzhen, 518083, China.

出版信息

Stem Cell Res Ther. 2020 Apr 6;11(1):149. doi: 10.1186/s13287-020-01660-4.

Abstract

BACKGROUND

Mesenchymal stem/stromal cells (MSCs) are multipotent cells with a promising application potential in regenerative medicine and immunomodulation. However, MSCs cultured in vitro exhibit functional heterogeneity. The underlying molecular mechanisms that define MSC heterogeneity remain unclear.

METHODS

We investigated the gene expression profile via single-cell RNA sequencing (scRNA-seq) of human primary Wharton's jelly-derived MSCs (WJMSCs) cultured in vitro from three donors. We also isolated CD142 and CD142 WJMSCs based on scRNA-seq data and compared their proliferation capacity and "wound healing" potential in vitro. Meanwhile, we analyzed publicly available adipose-derived MSC (ADMSCs) scRNA-seq data and performed transcriptome comparison between WJMSCs and ADMSCs at the single-cell level.

RESULTS

GO enrichment analysis of highly variable genes (HVGs) obtained from WJMSCs revealed that these genes are significantly enriched in extracellular region with binding function, involved in developmental process, signal transduction, cell proliferation, etc. Pathway analysis showed that these HVGs are associated with functional characteristics of classic MSCs, such as inflammation mediated by chemokine and cytokine signaling, integrin signaling, and angiogenesis. After regressing out the batch and cell cycle effects, these HVGs were used for dimension reduction and clustering analysis to identify candidate subpopulations. Differentially expressed gene analysis revealed the existence of several distinct subpopulations of MSCs that exhibit diverse functional characteristics related to proliferation, development, and inflammation response. In line with our data, sorted CD142 and CD142 WJMSCs showed distinct proliferation capacity as well as "wound healing" potential. Although WJMSCs and ADMSCs were derived from different tissues and were displaying different differentiation potencies, their HVGs were largely overlapped and had similar functional enrichment.

CONCLUSION

HVGs identified in MSCs are associated with classic MSC function. Regarding therapeutic potential, these genes are associated with functional characteristics, on which the MSC clinical application were theoretically based, such as development and inflammation response. Altogether, these HVGs hold the potential to be used as candidate markers for further potency association studies.

摘要

背景

间充质干细胞(MSCs)是多能细胞,在再生医学和免疫调节方面具有广阔的应用前景。然而,体外培养的 MSCs 表现出功能异质性。定义 MSC 异质性的潜在分子机制尚不清楚。

方法

我们通过对来自 3 位供体的体外培养的人原代 Wharton 胶衍生的间充质干细胞(WJMSCs)进行单细胞 RNA 测序(scRNA-seq),研究了其基因表达谱。我们还根据 scRNA-seq 数据分离出 CD142+和 CD142-WJMSCs,并比较了它们在体外的增殖能力和“伤口愈合”潜能。同时,我们分析了公开的脂肪来源间充质干细胞(ADMSCs)scRNA-seq 数据,并在单细胞水平上比较了 WJMSCs 和 ADMSCs 之间的转录组。

结果

对 WJMSCs 中高变基因(HVGs)进行 GO 富集分析表明,这些基因显著富集于具有结合功能的细胞外区,参与发育过程、信号转导、细胞增殖等。通路分析表明,这些 HVGs 与经典 MSCs 的功能特征相关,如趋化因子和细胞因子信号介导的炎症、整合素信号和血管生成。在回归批次和细胞周期效应后,这些 HVGs 用于降维和聚类分析,以识别候选亚群。差异表达基因分析揭示了存在几种不同的 MSC 亚群,它们表现出与增殖、发育和炎症反应相关的不同功能特征。与我们的数据一致,分选的 CD142+和 CD142-WJMSCs 表现出不同的增殖能力和“伤口愈合”潜能。尽管 WJMSCs 和 ADMSCs 来自不同的组织,具有不同的分化潜能,但它们的 HVGs 大部分重叠,且具有相似的功能富集。

结论

MSC 中的 HVGs 与经典 MSC 功能相关。就治疗潜力而言,这些基因与功能特征相关,这些特征是 MSC 临床应用的理论基础,如发育和炎症反应。总之,这些 HVGs 有可能被用作进一步效力关联研究的候选标记物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0931/7132901/488b69648f00/13287_2020_1660_Fig1_HTML.jpg

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