Single-Cell RNA-Seq Reveals the Pseudo-temporal Dynamic Evolution Characteristics of ADSCs to Neuronal Differentiation.

IF 3.6 4区 医学 Q3 CELL BIOLOGY Cellular and Molecular Neurobiology Pub Date : 2024-12-11 DOI:10.1007/s10571-024-01524-y
Xiaodong Yuan, Wen Li, Qing Liu, Ya Ou, Jing Li, Qi Yan, Pingshu Zhang
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Abstract

Adipose-derived stromal cells (ADSCs) are commonly used in regenerative medicine, but the genetic features of their development into neuronal cells are unknown. This study used single-cell RNA sequencing (scRNA-seq) to reveal gene expression changes during ADSCs to neuronal differentiation. Sequencing of the ADSCs group, the prei-1d group, and the induction 1 h, 3 h, 5 h, 6 h, and 8 h groups was performed using the BD Rhapsody platform. Sequence data were analyzed using t-SNE, Monocle2, GO, and KEGG algorithms. Results showed that a total of 38,453 cells were collected, which were divided into 0-13 clusters. Monocle2 structured analysis revealed that ADSCs were located at the beginning of the trajectory, and the cells after 5 h of induction were mainly distributed at the end of the trajectory in branches 1 and 2. Up-regulated differentially expressed genes (DEGs) at 5 h after induction enriched GO items including cellular protein metabolism, cell adhesion, endocytosis, and cell migration. KEGG analysis showed that induced 6 h and 8 h groups mainly enriched pathways were oxidative phosphorylation, glutathione metabolism, and expression of Parkinson's disease-related genes. In conclusion, two distinct cell state mechanisms stimulate ADSCs to develop into mature neurons. ADSCs induced for 5 h had developed into mature neurons. Later, the differentiated cells undergo degenerative changes associated with senescence.

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单细胞RNA-Seq揭示ADSCs向神经元分化的伪时间动态进化特征。
脂肪源性基质细胞(ADSCs)在再生医学中被广泛使用,但其发育为神经细胞的遗传特征尚不清楚。本研究利用单细胞RNA测序(scRNA-seq)揭示了ADSCs向神经元分化过程中基因表达的变化。使用BD Rhapsody平台对ADSCs组、prei-1d组和诱导1、3、5、6、8 h组进行测序。序列数据采用t-SNE、Monocle2、GO和KEGG算法进行分析。结果共收集细胞38453个,分为0 ~ 13个簇。Monocle2结构分析显示,ADSCs位于轨迹的起始位置,诱导5h后的细胞主要分布在轨迹的末端分支1和分支2。诱导后5小时上调的差异表达基因(DEGs)富集了氧化石墨烯项目,包括细胞蛋白质代谢、细胞粘附、内吞作用和细胞迁移。KEGG分析显示,诱导的6 h和8 h组主要富集的途径是氧化磷酸化、谷胱甘肽代谢和帕金森病相关基因的表达。综上所述,两种不同的细胞状态机制刺激ADSCs发育成成熟的神经元。诱导5 h的ADSCs发育为成熟神经元。随后,分化的细胞发生与衰老相关的退行性变化。
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来源期刊
CiteScore
7.70
自引率
0.00%
发文量
137
审稿时长
4-8 weeks
期刊介绍: Cellular and Molecular Neurobiology publishes original research concerned with the analysis of neuronal and brain function at the cellular and subcellular levels. The journal offers timely, peer-reviewed articles that describe anatomic, genetic, physiologic, pharmacologic, and biochemical approaches to the study of neuronal function and the analysis of elementary mechanisms. Studies are presented on isolated mammalian tissues and intact animals, with investigations aimed at the molecular mechanisms or neuronal responses at the level of single cells. Cellular and Molecular Neurobiology also presents studies of the effects of neurons on other organ systems, such as analysis of the electrical or biochemical response to neurotransmitters or neurohormones on smooth muscle or gland cells.
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