单细胞RNA-seq和ATAC-seq综合分析脂肪干细胞诱导成星形胶质细胞的进化轨迹特征

IF 4.2 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Qingxi Long, Yi Yuan, Ya Ou, Wen Li, Qi Yan, Pingshu Zhang, Xiaodong Yuan
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引用次数: 0

摘要

本研究采用单细胞RNA测序(scRNA-seq)和高通量测序技术转座酶可及染色质测定(scATAC-seq)对脂肪源性干细胞(ADSCs)诱导成星形胶质细胞过程中不同时间点的细胞进行联合测序。我们应用生物信息学方法研究了ADSCs诱导分化为星形胶质细胞过程中的分化轨迹。伪时间分析用于推断分化轨迹。此外,我们评估了分化过程中的染色质可接近性模式。利用基序和足迹方法鉴定驱动ADSCs向星形胶质细胞分化的关键转录因子。我们的分析揭示了诱导过程中基因表达的显著变化,星形胶质细胞相关基因上调,干细胞相关基因下调。ADSCs首先分化为具有高可塑性的神经干细胞样细胞,并通过两条不同的途径成熟为星形胶质细胞。在adsc诱导的分化过程中,染色质可及性发生了显著变化,影响了转录调控和细胞功能。转录因子分析发现NFIA/B/C/X和CEBPA/B/D是ADSCs向星形胶质细胞分化的关键调控因子。我们观察到染色质可及性和基因表达之间的相关性,ADSCs在谱系承诺之前表现出广泛的染色质可及性,其中染色质开放先于转录起始。总之,我们发现ADSCs在分化为星形胶质细胞之前首先进入神经干细胞样状态。ADSCs在星形胶质细胞分化之前也显示出广泛的染色质可及性,尽管转录尚未开始。这些发现为理解这一过程背后的分子机制提供了理论框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Integrative single-cell RNA-seq and ATAC-seq analysis of the evolutionary trajectory features of adipose-derived stem cells induced into astrocytes

Integrative single-cell RNA-seq and ATAC-seq analysis of the evolutionary trajectory features of adipose-derived stem cells induced into astrocytes

This study employs single-cell RNA sequencing (scRNA-seq) and assay for transposase-accessible chromatin with high-throughput sequencing technologies (scATAC-seq) to perform joint sequencing on cells at various time points during the induction of adipose-derived stem cells (ADSCs) into astrocytes. We applied bioinformatics approaches to investigate the differentiation trajectories of ADSCs during their induced differentiation into astrocytes. Pseudotemporal analysis was used to infer differentiation trajectories. Additionally, we assessed chromatin accessibility patterns during the differentiation process. Key transcription factors driving the differentiation of ADSCs into astrocytes were identified using motif and footprint methods. Our analysis revealed significant shifts in gene expression during the induction process, with astrocyte-related genes upregulated and stem cell-related genes downregulated. ADSCs first differentiated into neural stem cell-like cells with high plasticity, which further matured into astrocytes via two distinct pathways. Marked changes in chromatin accessibility were observed during ADSC-induced differentiation, affecting transcription regulation and cell function. Transcription factors analysis identified NFIA/B/C/X and CEBPA/B/D as key regulators in ADSCs differentiation into astrocytes. We observed a correlation between chromatin accessibility and gene expression, with ADSCs exhibiting broad chromatin accessibility prior to lineage commitment, where chromatin opening precedes transcription initiation. In summary, we found that ADSCs first enter a neural stem cell-like state before differentiating into astrocytes. ADSCs also display extensive chromatin accessibility prior to astrocyte differentiation, although transcription has not yet been initiated. These findings offer a theoretical framework for understanding the molecular mechanisms underlying this process.

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来源期刊
Journal of Neurochemistry
Journal of Neurochemistry 医学-神经科学
CiteScore
9.30
自引率
2.10%
发文量
181
审稿时长
2.2 months
期刊介绍: Journal of Neurochemistry focuses on molecular, cellular and biochemical aspects of the nervous system, the pathogenesis of neurological disorders and the development of disease specific biomarkers. It is devoted to the prompt publication of original findings of the highest scientific priority and value that provide novel mechanistic insights, represent a clear advance over previous studies and have the potential to generate exciting future research.
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