Insights from Single-Cell RNA-seq: Identifying the Actin Gene Family as Novel Drivers in Parkinson's Disease

Saed Sayad, Mark Hiatt, Hazem Mustafa
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Abstract

Background. Parkinson's disease (PD) is the second most common neurodegenerative disorder, affecting millions of individuals worldwide. The complex etiology of PD involves a combination of genetic and environmental factors. The Actin family encompasses a group of highly conserved cytoskeletal proteins that play a crucial role in maintaining cellular structure and function. Actin proteins are involved in various cellular processes, including cell motility, vesicle trafficking, and synaptic transmission. This paper delves into the exploration of the Actin family of genes, revealing their potential as key contributors to PD through the application of single-cell RNA-seq. Method. We obtained single-cell transcriptomes (GSE237133) from the NIH portal website. We conducted an extensive comparative analysis of single-cell transcriptomes derived from Parkinson's disease organoids and two control organoids to identify differentially expressed genes, pathways, and gene ontology terms. Results. We conducted a comparative analysis of single-cell transcriptomes from Parkinson's disease organoid and two control organoids, aiming to identify differentially expressed genes, pathways, and gene ontology items. In comparing the PD organoid with the control organoid, we observed that the ACTB and ACTG1 genes were common among 18 of the top 20 upregulated KEGG pathways and among 15 of the top 20 upregulated Reactome pathways. Additionally, when comparing the PD organoid with the isogenic control organoid, we found the ACTB and ACTG1 genes shared among 19 out of the top 20 pathways and among 19 out of the top 20 upregulated Reactome pathways. An additional noteworthy finding includes the overexpression of several Mitochondrially Encoded NADH family genes in the PD organoid cells compare to the control organoids cells. Conclusion. The Actin family of genes in general and ACTB and ACTG1 genes in particular emerges as a potential new player in the convoluted landscape of Parkinson disease. Further research is needed to elucidate the precise mechanisms through which Actin dysregulation contributes to PD pathology and to develop targeted therapeutic approaches. Unraveling the connections between Actin and PD may pave the way for innovative strategies to intervene in the disease process, ultimately improving the lives of individuals affected by Parkinson's disease.
单细胞 RNA 截图的启示:确定肌动蛋白基因家族是帕金森病的新型驱动因子
背景。帕金森病(PD)是第二大最常见的神经退行性疾病,影响着全球数百万人。帕金森病的病因复杂,涉及遗传和环境因素的综合作用。肌动蛋白家族包括一组高度保守的细胞骨架蛋白,它们在维持细胞结构和功能方面发挥着至关重要的作用。肌动蛋白参与各种细胞过程,包括细胞运动、囊泡贩运和突触传递。本文深入探讨了肌动蛋白家族基因,通过应用单细胞 RNA-seq 技术揭示了它们作为 PD 关键贡献者的潜力。我们从美国国立卫生研究院门户网站获得了单细胞转录组(GSE237133)。我们对来自帕金森病器官组织和两个对照器官组织的单细胞转录组进行了广泛的比较分析,以确定差异表达的基因、通路和基因本体术语。我们对来自帕金森病类器官和两个对照类器官的单细胞转录组进行了比较分析,旨在确定差异表达的基因、通路和基因本体项目。在比较帕金森病类器官和对照类器官时,我们观察到在 KEGG 上调的前 20 个通路中,ACTB 和 ACTG1 基因在 18 个通路中是常见的,在 Reactome 上调的前 20 个通路中,ACTB 和 ACTG1 基因在 15 个通路中是常见的。此外,在比较 PD 有机体和同源对照有机体时,我们发现 ACTB 和 ACTG1 基因在前 20 个通路中的 19 个通路中以及在前 20 个上调 Reactome 通路中的 19 个通路中是共有的。另一个值得注意的发现是,与对照类器官细胞相比,线粒体编码 NADH 家族的几个基因在腹水癌类器官细胞中表达过高。总的来说,肌动蛋白家族基因,特别是 ACTB 和 ACTG1 基因,是帕金森病复杂病理过程中潜在的新角色。需要开展进一步研究,以阐明肌动蛋白失调导致帕金森病病理的确切机制,并开发有针对性的治疗方法。解开肌动蛋白与帕金森病之间的联系可能会为干预疾病过程的创新策略铺平道路,最终改善帕金森病患者的生活。
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