Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
The Richman Family Precision Medicine Center of Excellence in Alzheimer's Disease, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
Cells. 2023 Aug 2;12(15):1990. doi: 10.3390/cells12151990.
The recent advances in creating pluripotent stem cells from somatic cells and differentiating them into a variety of cell types is allowing us to study them without the caveats associated with disease-related changes. We generated induced Pluripotent Stem Cells (iPSCs) from eight Alzheimer's disease (AD) patients and six controls and used lentiviral delivery to differentiate them into excitatory glutamatergic neurons. We then performed RNA sequencing on these neurons and compared the Alzheimer's and control transcriptomes. We found that 621 genes show differences in expression levels at adjusted < 0.05 between the case and control derived neurons. These genes show significant overlap and directional concordance with genes reported from a single-cell transcriptome study of AD patients; they include five genes implicated in AD from genome-wide association studies and they appear to be part of a larger functional network as indicated by an excess of interactions between them observed in the protein-protein interaction database STRING. Exploratory analysis with Uniform Manifold Approximation and Projection (UMAP) suggests distinct clusters of patients, based on gene expression, who may be clinically different. Our research outcomes will enable the precise identification of distinct biological subtypes among individuals with Alzheimer's disease, facilitating the implementation of tailored precision medicine strategies.
最近,我们已经可以从体细胞中诱导产生多能干细胞并将其分化为多种细胞类型,这使得我们可以在不考虑与疾病相关变化的情况下对其进行研究。我们从八位阿尔茨海默病(AD)患者和六位对照者中生成诱导多能干细胞(iPSCs),并使用慢病毒传递将其分化为兴奋性谷氨酸能神经元。然后,我们对这些神经元进行 RNA 测序,并比较 AD 和对照者的转录组。我们发现,621 个基因在病例和对照者来源的神经元之间的表达水平存在差异,调整后的 < 0.05。这些基因与 AD 单细胞转录组研究报告的基因有显著重叠和方向一致性;它们包括五个来自全基因组关联研究的 AD 相关基因,并且它们似乎是更大功能网络的一部分,这表明它们在蛋白质-蛋白质相互作用数据库 STRING 中观察到的相互作用过多。基于基因表达的统一流形逼近和投影(UMAP)的探索性分析表明,基于基因表达,患者可能存在明显的临床差异。我们的研究结果将能够在阿尔茨海默病患者中精确识别出不同的生物学亚型,从而促进实施定制化的精准医学策略。