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单细胞RNA测序揭示了间充质的异质性及其在牙齿发育中的关键功能。

Single cell RNA sequencing reveals mesenchymal heterogeneity and critical functions of in tooth development.

作者信息

Zhang Yan-Yan, Li Feng, Zeng Xiao-Ke, Zou Yan-Hui, Zhu Bing-Bing, Ye Jia-Jia, Zhang Yun-Xiao, Jin Qiu, Nie Xin

机构信息

School & Hospital of Stomatology, Wenzhou Medical University, Wenzhou 325027, Zhejiang Province, China.

出版信息

World J Stem Cells. 2023 Jun 26;15(6):589-606. doi: 10.4252/wjsc.v15.i6.589.

Abstract

BACKGROUND

Accumulating evidence suggests that the maxillary process, to which cranial crest cells migrate, is essential to tooth development. Emerging studies indicate that plays an essential role in odontogenesis. However, the underlying mechanisms have yet to be elucidated.

AIM

To establish the functionally heterogeneous population in the maxillary process, elucidate the effects of deficiency on gene expression differences.

METHODS

p75NTR knockout () mice (from American Jackson laboratory) were used to collect the maxillofacial process tissue of p75NTR knockout mice, and the wild-type maxillofacial process of the same pregnant mouse wild was used as control. After single cell suspension, the cDNA was prepared by loading the single cell suspension into the 10x Genomics Chromium system to be sequenced by NovaSeq6000 sequencing system. Finally, the sequencing data in Fastq format were obtained. The FastQC software is used to evaluate the quality of data and CellRanger analyzed the data. The gene expression matrix is read by R software, and Seurat is used to control and standardize the data, reduce the dimension and cluster. We search for marker genes for subgroup annotation by consulting literature and database; explore the effect of p75NTR knockout on mesenchymal stem cells (MSCs) gene expression and cell proportion by cell subgrouping, differential gene analysis, enrichment analysis and protein-protein interaction network analysis; understand the interaction between MSCs cells and the differentiation trajectory and gene change characteristics of p75NTR knockout MSCs by cell communication analysis and pseudo-time analysis. Last we verified the findings single cell sequencing .

RESULTS

We identified 21 cell clusters, and we re-clustered these into three subclusters. Importantly, we revealed the cell-cell communication networks between clusters. We clarified that was significantly associated with the regulation of mineralization.

CONCLUSION

This study provides comprehensive mechanistic insights into the maxillary- process-derived MSCs and demonstrates that is significantly associated with the odontogenesis in mesenchymal populations.

摘要

背景

越来越多的证据表明,颅嵴细胞迁移至的上颌突对牙齿发育至关重要。新出现的研究表明,在牙发生过程中起重要作用。然而,其潜在机制尚未阐明。

目的

在上颌突中建立功能异质性群体,阐明缺陷对基因表达差异的影响。

方法

使用p75NTR基因敲除()小鼠(来自美国杰克逊实验室)收集p75NTR基因敲除小鼠的颌面突组织,并将同一怀孕小鼠野生型的野生颌面突用作对照。制成单细胞悬液后,将单细胞悬液加载到10x Genomics Chromium系统中制备cDNA,由NovaSeq6000测序系统进行测序。最后获得Fastq格式的测序数据。使用FastQC软件评估数据质量,并用CellRanger分析数据。用R软件读取基因表达矩阵,并用Seurat对数据进行质控、标准化、降维和聚类。通过查阅文献和数据库寻找亚群注释的标记基因;通过细胞亚群划分、差异基因分析、富集分析和蛋白质-蛋白质相互作用网络分析,探讨p75NTR基因敲除对间充质干细胞(MSCs)基因表达和细胞比例的影响;通过细胞通讯分析和拟时间分析,了解MSCs细胞之间的相互作用以及p75NTR基因敲除MSCs的分化轨迹和基因变化特征。最后,我们通过单细胞测序验证了这些发现。

结果

我们鉴定出21个细胞簇,并将其重新聚类为三个亚簇。重要的是,我们揭示了簇间的细胞-细胞通讯网络。我们阐明,与矿化调节显著相关。

结论

本研究对上颌突来源的MSCs提供了全面的机制性见解,并证明与间充质群体中的牙发生显著相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b60f/10324503/6bdda254d3a9/WJSC-15-589-g001.jpg

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