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DNA 甲基化分析鉴定了间充质干细胞成骨分化中涉及的关键转录因子。

DNA methylation analysis identifies key transcription factors involved in mesenchymal stem cell osteogenic differentiation.

机构信息

Musculoskeletal Pathology Group, Institute IDIS, Santiago University Clinical Hospital, Laboratorio 18, Edificio B, Planta -2, 15706, Santiago de Compostela, Spain.

Skeletal Research Group, Biosciences Institute, Newcastle University, Newcastle-upon-Tyne, NE1 3BZ, UK.

出版信息

Biol Res. 2023 Mar 8;56(1):9. doi: 10.1186/s40659-023-00417-6.

Abstract

BACKGROUND

Knowledge about regulating transcription factors (TFs) for osteoblastogenesis from mesenchymal stem cells (MSCs) is limited. Therefore, we investigated the relationship between genomic regions subject to DNA-methylation changes during osteoblastogenesis and the TFs known to directly interact with these regulatory regions.

RESULTS

The genome-wide DNA-methylation signature of MSCs differentiated to osteoblasts and adipocytes was determined using the Illumina HumanMethylation450 BeadChip array. During adipogenesis no CpGs passed our test for significant methylation changes. Oppositely, during osteoblastogenesis we identified 2462 differently significantly methylated CpGs (adj. p < 0.05). These resided outside of CpGs islands and were significantly enriched in enhancer regions. We confirmed the correlation between DNA-methylation and gene expression. Accordingly, we developed a bioinformatic tool to analyse differentially methylated regions and the TFs interacting with them. By overlaying our osteoblastogenesis differentially methylated regions with ENCODE TF ChIP-seq data we obtained a set of candidate TFs associated to DNA-methylation changes. Among them, ZEB1 TF was highly related with DNA-methylation. Using RNA interference, we confirmed that ZEB1, and ZEB2, played a key role in adipogenesis and osteoblastogenesis processes. For clinical relevance, ZEB1 mRNA expression in human bone samples was evaluated. This expression positively correlated with weight, body mass index, and PPARγ expression.

CONCLUSIONS

In this work we describe an osteoblastogenesis-associated DNA-methylation profile and, using these data, validate a novel computational tool to identify key TFs associated to age-related disease processes. By means of this tool we identified and confirmed ZEB TFs as mediators involved in the MSCs differentiation to osteoblasts and adipocytes, and obesity-related bone adiposity.

摘要

背景

关于调节间充质干细胞(MSCs)成骨细胞的转录因子(TFs)的知识有限。因此,我们研究了在成骨细胞分化过程中发生 DNA 甲基化变化的基因组区域与已知直接与这些调节区域相互作用的 TFs 之间的关系。

结果

使用 Illumina HumanMethylation450 BeadChip 阵列确定了向成骨细胞和脂肪细胞分化的 MSC 的全基因组 DNA 甲基化特征。在脂肪生成过程中,没有 CpG 通过我们对显著甲基化变化的测试。相反,在成骨细胞分化过程中,我们鉴定出 2462 个差异显著甲基化的 CpG(adj.p<0.05)。这些 CpG 位于 CpG 岛之外,并且在增强子区域中显著富集。我们证实了 DNA 甲基化与基因表达之间的相关性。因此,我们开发了一种生物信息学工具来分析差异甲基化区域及其与它们相互作用的 TFs。通过将我们的成骨细胞分化差异甲基化区域与 ENCODE TF ChIP-seq 数据叠加,我们获得了一组与 DNA 甲基化变化相关的候选 TFs。其中,ZEB1 TF 与 DNA 甲基化高度相关。使用 RNA 干扰,我们证实 ZEB1 和 ZEB2 在脂肪生成和成骨细胞分化过程中发挥关键作用。为了临床相关性,评估了人骨样本中 ZEB1 mRNA 的表达。这种表达与体重、体重指数和 PPARγ 表达呈正相关。

结论

在这项工作中,我们描述了一个与成骨细胞发生相关的 DNA 甲基化谱,并使用这些数据验证了一种新的计算工具,该工具可用于识别与年龄相关疾病过程相关的关键 TFs。通过该工具,我们鉴定并证实了 ZEB TFs 作为涉及 MSCs 向成骨细胞和脂肪细胞分化以及肥胖相关骨脂肪的介质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a77/9996951/b83d9a51cd36/40659_2023_417_Fig1_HTML.jpg

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