Long Qingxi, Yuan Yi, Ou Ya, Li Wen, Yan Qi, Zhang Pingshu, Yuan Xiaodong
Department of Neurology, Kailuan General Hospital, Affiliated North China University of Science and Technology, Tangshan, China.
Department of Pediatric Othopedic, Children's Hospital of Capital Institute of Pediatrics, Beijing, China.
J Neurochem. 2025 Jan;169(1):e16269. doi: 10.1111/jnc.16269.
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.
本研究采用单细胞RNA测序(scRNA-seq)和转座酶可及染色质高通量测序技术检测(scATAC-seq),对脂肪来源干细胞(ADSCs)诱导分化为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ADSCs诱导分化为星形胶质细胞过程中的分化轨迹。使用拟时间分析来推断分化轨迹。此外,我们评估了分化过程中的染色质可及性模式。使用基序和足迹法鉴定驱动ADSCs分化为星形胶质细胞的关键转录因子。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,这些细胞通过两条不同的途径进一步成熟为星形胶质细胞。在ADSCs诱导分化过程中观察到染色质可及性的显著变化,影响转录调控和细胞功能。转录因子分析确定NFIA/B/C/X和CEBPA/B/D是ADSCs分化为星形胶质细胞的关键调节因子。我们观察到染色质可及性与基因表达之间存在相关性,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表现出广泛的染色质可及性,尽管转录尚未启动。这些发现为理解这一过程的分子机制提供了理论框架。