Exploring the role of DNMT1 in dental papilla cell fate specification during mouse tooth germ development through integrated single-cell transcriptomics and bulk RNA sequencing

IF 2.6 Q1 DENTISTRY, ORAL SURGERY & MEDICINE
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引用次数: 0

Abstract

Objectives

This study aimed to investigate the regulatory mechanisms governing dental mesenchymal cell commitment during tooth development, focusing on odontoblast differentiation and the role of epigenetic regulation in this process.

Methods

We performed single-cell RNA sequencing (scRNA-seq) of dental cells from embryonic day 14.5 (E14.5) mice to understand the heterogeneity of developing tooth germ cells. Computational analyses including gene regulatory network (GRN) assessment were conducted.

We validated our findings using immunohistochemistry (IHC) and in vitro loss-of-function analyses using the DNA methyltransferase 1 (DNMT1) inhibitor Gsk-3484862 in primary dental mesenchymal cells (DMCs) isolated from E14.5 mouse tooth germs. Bulk RNA-seq of Gsk-3484862-treated DMCs was performed to identify potential downstream targets of DNMT1.

Results

scRNA-seq analysis revealed diverse cell populations within the tooth germs, including epithelial, mesenchymal, immune, and muscle cells. Using single-cell regulatory network inference and clustering (SCENIC), we identified Dnmt1 as a key regulator of early odontoblast development. IHC analysis showed the ubiquitous expression of DNMT1 in the dental papilla and epithelium. Bulk RNA-seq of cultured DMCs showed that Gsk-3484862 treatment upregulated odontoblast-related genes, whereas genes associated with cell division and the cell cycle were downregulated. Integrated analysis of bulk RNA-seq data with scRNA-seq SCENIC profiles was used to identify the potential Dnmt1 target genes.

Conclusions

Dnmt1 may negatively affect odontoblast commitment and differentiation during tooth development. These findings contribute to a better understanding of the molecular mechanisms underlying tooth development and future development of hard-tissue regenerative therapies.

通过整合单细胞转录组学和大容量 RNA 测序探索 DNMT1 在小鼠牙胚发育过程中牙乳头细胞命运规范中的作用
研究目的本研究旨在探讨牙齿发育过程中牙齿间充质细胞承诺的调控机制,重点是牙胚细胞分化以及表观遗传调控在这一过程中的作用:我们对胚胎14.5天(E14.5)小鼠的牙齿细胞进行了单细胞RNA测序(scRNA-seq),以了解发育中牙齿生殖细胞的异质性。我们还进行了计算分析,包括基因调控网络(GRN)评估。我们使用免疫组织化学(IHC)和体外功能缺失分析验证了我们的发现,体外分析使用的是 DNA 甲基转移酶 1(DNMT1)抑制剂 Gsk-3484862,分析对象是从 E14.5 日龄小鼠牙胚中分离出来的原始牙间质细胞(DMCs)。对经 Gsk-3484862 处理的 DMCs 进行了批量 RNA-seq 分析,以确定 DNMT1 的潜在下游靶标。结果:scRNA-seq 分析显示牙胚内存在不同的细胞群,包括上皮细胞、间充质细胞、免疫细胞和肌肉细胞。通过单细胞调控网络推断和聚类(SCENIC),我们发现Dnmt1是早期牙胚发育的关键调控因子。IHC分析表明,DNMT1在牙乳头和上皮细胞中的表达无处不在。对培养的 DMCs 进行的大量 RNA-seq 分析表明,Gsk-3484862 处理可上调与牙本质相关的基因,而与细胞分裂和细胞周期相关的基因则被下调。利用scRNA-seq SCENIC图谱对大量RNA-seq数据进行综合分析,确定了潜在的Dnmt1靶基因:结论:Dnmt1可能会对牙齿发育过程中骨母细胞的承诺和分化产生负面影响。这些发现有助于更好地理解牙齿发育的分子机制和未来硬组织再生疗法的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Oral Biosciences
Journal of Oral Biosciences DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
4.40
自引率
12.50%
发文量
57
审稿时长
37 days
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