Gong Yun, Haeri Mohammad, Zhang Xiao, Li Yisu, Liu Anqi, Wu Di, Zhang Qilei, Jazwinski S Michal, Zhou Xiang, Wang Xiaoying, Jiang Lindong, Chen Yi-Ping, Yan Xiaoxin, Swerdlow Russell H, Shen Hui, Deng Hong-Wen
Tulane Center for Biomedical Informatics and Genomics, Deming Department of Medicine, School of Medicine, Tulane University, New Orleans, LA, 70112, USA.
Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, MO, 66160, USA.
medRxiv. 2024 May 22:2024.05.21.24306783. doi: 10.1101/2024.05.21.24306783.
Aging significantly elevates the risk for Alzheimer's disease (AD), contributing to the accumulation of AD pathologies, such as amyloid-β (Aβ), inflammation, and oxidative stress. The human prefrontal cortex (PFC) is highly vulnerable to the impacts of both aging and AD. Unveiling and understanding the molecular alterations in PFC associated with normal aging (NA) and AD is essential for elucidating the mechanisms of AD progression and developing novel therapeutics for this devastating disease. In this study, for the first time, we employed a cutting-edge spatial transcriptome platform, STOmics SpaTial Enhanced Resolution Omics-sequencing (Stereo-seq), to generate the first comprehensive, subcellular resolution spatial transcriptome atlas of the human PFC from six AD cases at various neuropathological stages and six age, sex, and ethnicity matched controls. Our analyses revealed distinct transcriptional alterations across six neocortex layers, highlighted the AD-associated disruptions in laminar architecture, and identified changes in layer-to-layer interactions as AD progresses. Further, throughout the progression from NA to various stages of AD, we discovered specific genes that were significantly upregulated in neurons experiencing high stress and in nearby non-neuronal cells, compared to cells distant from the source of stress. Notably, the cell-cell interactions between the neurons under the high stress and adjacent glial cells that promote Aβ clearance and neuroprotection were diminished in AD in response to stressors compared to NA. Through cell-type specific gene co-expression analysis, we identified three modules in excitatory and inhibitory neurons associated with neuronal protection, protein dephosphorylation, and negative regulation of Aβ plaque formation. These modules negatively correlated with AD progression, indicating a reduced capacity for toxic substance clearance in AD subject samples. Moreover, we have discovered a novel transcription factor, ZNF460, that regulates all three modules, establishing it as a potential new therapeutic target for AD. Overall, utilizing the latest spatial transcriptome platform, our study developed the first transcriptome-wide atlas with subcellular resolution for assessing the molecular alterations in the human PFC due to AD. This atlas sheds light on the potential mechanisms underlying the progression from NA to AD.
衰老显著增加了患阿尔茨海默病(AD)的风险,促使AD病理特征的积累,如β-淀粉样蛋白(Aβ)、炎症和氧化应激。人类前额叶皮质(PFC)极易受到衰老和AD的影响。揭示并理解与正常衰老(NA)和AD相关的PFC分子变化,对于阐明AD进展机制以及开发针对这种毁灭性疾病的新型疗法至关重要。在本研究中,我们首次采用了前沿的空间转录组平台——STOmics空间增强分辨率组学测序(Stereo-seq),生成了首个人类PFC的全面、亚细胞分辨率空间转录组图谱,该图谱来自六个处于不同神经病理阶段的AD病例以及六个年龄、性别和种族匹配的对照。我们的分析揭示了六个新皮质层中不同的转录变化,突出了AD相关的层状结构破坏,并确定了随着AD进展层间相互作用的变化。此外,在从NA到AD各个阶段的进展过程中,我们发现与远离应激源的细胞相比,在经历高应激的神经元及其附近的非神经元细胞中,特定基因显著上调。值得注意的是,与NA相比,在AD中,响应应激源时,高应激神经元与促进Aβ清除和神经保护的相邻神经胶质细胞之间的细胞间相互作用减弱。通过细胞类型特异性基因共表达分析,我们在兴奋性和抑制性神经元中确定了与神经元保护、蛋白质去磷酸化以及Aβ斑块形成负调控相关的三个模块。这些模块与AD进展呈负相关,表明AD受试者样本中有毒物质清除能力降低。此外,我们发现了一种新型转录因子ZNF460,它调控所有三个模块,使其成为AD潜在的新治疗靶点。总体而言,利用最新的空间转录组平台,我们的研究开发了首个具有亚细胞分辨率的全转录组图谱,用于评估AD导致的人类PFC分子变化。该图谱揭示了从NA进展到AD的潜在机制。