Ren Peng, Ding Wencai, Li Siyang, Liu Guiyou, Luo Meng, Zhou Wenyang, Cheng Rui, Li Yiqun, Wang Pingping, Li Zhipeng, Yao Lifen, Jiang Qinghua, Liang Xia
School of Life Science and Technology, Harbin Institute of Technology, Harbin 150001, China; Laboratory for Space Environment and Physical Science, Harbin Institute of Technology, Harbin 150001, China.
Department of Neurology, First Affiliated Hospital of Harbin Medical University, Harbin 150001, China.
Neurobiol Dis. 2023 Feb;177:105983. doi: 10.1016/j.nbd.2022.105983. Epub 2022 Dec 29.
Nucleus basalis of Meynert (NbM), one of the earliest targets of Alzheimer's disease (AD), may act as a seed for pathological spreading to its connected regions. However, the underlying basis of regional vulnerability to NbM dysconnectivity remains unclear. NbM functional dysconnectivity was assessed using resting-state fMRI data of health controls and mild cognitive impairment (MCI) patients from the Alzheimer's disease Neuroimaging Initiative (ADNI2/GO phase). Transcriptional correlates of NbM dysconnectivity was explored by leveraging public intrinsic and differential post-mortem brain-wide gene expression datasets from Allen Human Brain Atlas (AHBA) and Mount Sinai Brain Bank (MSBB). By constructing an individual-level tissue-specific gene set risk score (TGRS), we evaluated the contribution of NbM dysconnectivity-correlated gene sets to change rate of cerebral spinal fluid (CSF) biomarkers during preclinical stage of AD, as well as to MCI onset age. An independent cohort of health controls and MCI patients from ADNI3 was used to validate our main findings. Between-group comparison revealed significant connectivity reduction between the right NbM and right middle temporal gyrus in MCI. This regional vulnerability to NbM dysconnectivity correlated with intrinsic expression of genes enriched in protein and immune functions, as well as with differential expression of genes enriched in cholinergic receptors, immune, vascular and energy metabolism functions. TGRS of these NbM dysconnectivity-correlated gene sets are associated with longitudinal amyloid-beta change at preclinical stages of AD, and contributed to MCI onset age independent of traditional AD risks. Our findings revealed the transcriptional vulnerability to NbM dysconnectivity and their crucial role in explaining preclinical amyloid-beta change and MCI onset age, which offer new insights into the early AD pathology and encourage more investigation and clinical trials targeting NbM.
梅纳特基底核(NbM)是阿尔茨海默病(AD)最早的靶点之一,可能作为病理扩散至其连接区域的种子。然而,区域易受NbM连接障碍影响的潜在基础仍不清楚。利用阿尔茨海默病神经影像倡议(ADNI2/GO阶段)中健康对照者和轻度认知障碍(MCI)患者的静息态功能磁共振成像数据评估NbM功能连接障碍。通过利用来自艾伦人类大脑图谱(AHBA)和西奈山脑库(MSBB)的公开的全脑固有和死后差异基因表达数据集,探索NbM连接障碍的转录相关性。通过构建个体水平的组织特异性基因集风险评分(TGRS),我们评估了与NbM连接障碍相关的基因集对AD临床前期脑脊液(CSF)生物标志物变化率以及MCI发病年龄的贡献。使用来自ADNI3的健康对照者和MCI患者的独立队列来验证我们的主要发现。组间比较显示MCI患者右侧NbM与右侧颞中回之间的连接性显著降低。这种对NbM连接障碍的区域易感性与富含蛋白质和免疫功能的基因的固有表达以及富含胆碱能受体、免疫、血管和能量代谢功能的基因的差异表达相关。这些与NbM连接障碍相关的基因集的TGRS与AD临床前期的纵向淀粉样β变化相关,并独立于传统AD风险因素对MCI发病年龄有影响。我们的发现揭示了对NbM连接障碍的转录易感性及其在解释临床前期淀粉样β变化和MCI发病年龄方面的关键作用,这为早期AD病理学提供了新见解,并鼓励针对NbM进行更多研究和临床试验。