Zhao Yan, Xie Yong-Zhi, Liu You-Shuo
Department of Geriatrics, The Second Xiangya Hospital, Central South University, Changsha, China.
Institute of Aging and Age-Related Disease Research, Central South University, Changsha, China.
Front Aging Neurosci. 2022 Aug 18;14:949074. doi: 10.3389/fnagi.2022.949074. eCollection 2022.
Alzheimer's disease (AD) is the most common cause of dementia with no effective therapies. Aging is a dominant risk factor for AD. The neurovascular unit (NVU) plays an important role in maintaining homeostasis of the brain microenvironment. The accelerated aging of NVU cells may directly impair NVU function and contribute to AD pathogenesis. However, the expression patterns of aging-related genes (AGs) in NVU cells of AD remain unclear. In this study, we performed single-nucleus transcriptome analysis of 61,768 nuclei from prefrontal cortical samples of patients with AD and normal control (NC) subjects. Eight main cell types were identified, including astrocytes, microglia, excitatory neurons, inhibitory neurons, oligodendrocytes, oligodendrocyte precursor cells, pericytes, and endothelial cells. Transcriptomic analysis identified the expression patterns of AGs in NVU cells of AD. Gene set enrichment analysis confirmed the key aging-associated cellular pathways enriched in microglia and oligodendrocytes. These aging-related transcriptomic changes in NVU were cross-validated using bulk transcriptome data. The least absolute shrinkage and selection operator regression method was used to select the crucial AGs most associated with AD: IGF1R, MXI1, RB1, PPARA, NFE2L2, STAT5B, FOS, PRKCD, YWHAZ, HTT, MAPK9, HSPA9, SDHC, PRKDC, and PDPK1. This 15-gene model performed well in discriminating AD from NC samples. Among them, IGF1R, MXI1, PPARA, YWHAZ, and MAPK9 strongly correlated with pathologic progression in AD, were identified as critical regulators of AD. Although most AGs showed similar trends of expression changes in different types of NVU cells in AD, certain AGs were expressed in a cell-specific manner. Our comprehensive analysis of brain NVU from patients with AD reveals previously unknown molecular changes associated with aging that may underlie the functional dysregulation of NVU, providing important insights for exploring potential cell-specific therapeutic targets to restore brain homeostasis in AD.
阿尔茨海默病(AD)是导致痴呆最常见的病因,目前尚无有效治疗方法。衰老为AD的主要危险因素。神经血管单元(NVU)在维持脑微环境稳态方面发挥重要作用。NVU细胞的加速衰老可能直接损害NVU功能,并促进AD的发病机制。然而,AD患者NVU细胞中衰老相关基因(AGs)的表达模式仍不清楚。在本研究中,我们对AD患者和正常对照(NC)受试者前额叶皮质样本中的61768个细胞核进行了单核转录组分析。识别出8种主要细胞类型,包括星形胶质细胞、小胶质细胞、兴奋性神经元、抑制性神经元、少突胶质细胞、少突胶质前体细胞、周细胞和内皮细胞。转录组分析确定了AD患者NVU细胞中AGs的表达模式。基因集富集分析证实了在小胶质细胞和少突胶质细胞中富集的关键衰老相关细胞途径。使用批量转录组数据对NVU中这些与衰老相关的转录组变化进行了交叉验证。采用最小绝对收缩和选择算子回归方法选择与AD最相关的关键AGs:IGF1R、MXI1、RB1、PPARA、NFE2L2、STAT5B、FOS、PRKCD、YWHAZ、HTT、MAPK9、HSPA9、SDHC、PRKDC和PDPK1。这个15基因模型在区分AD和NC样本方面表现良好。其中,IGF1R、MXI1、PPARA、YWHAZ和MAPK9与AD的病理进展密切相关,被确定为AD的关键调节因子。尽管大多数AGs在AD不同类型的NVU细胞中显示出相似的表达变化趋势,但某些AGs以细胞特异性方式表达。我们对AD患者脑NVU的综合分析揭示了与衰老相关的先前未知的分子变化,这些变化可能是NVU功能失调的基础,为探索潜在的细胞特异性治疗靶点以恢复AD患者脑内稳态提供了重要见解。