Cai Suping, Huang Kexin, Yang Fan, Wang Xuwen, Wu Sijia, Wang Yubo, Huang Liyu
School of Life Sciences and Technology, Xidian University, Xi'an, China.
Front Aging Neurosci. 2021 Oct 29;13:745381. doi: 10.3389/fnagi.2021.745381. eCollection 2021.
Mild cognitive impairment (MCI) is a transition between normal cognition (NC) and Alzheimer's disease (AD). Differences in cortical thickness (ΔCT) have been reported in cases that degenerate from MCI to AD. The aspects of genetic and transcriptional variation related to ΔCT are vague. In this study, using an 8-year longitudinal follow-up outcome, we investigated the genetic correlates of ΔCT in MCI subjects with degeneration from MCI to AD (MCI_AD). We employed partial least squares regression (PLSR) on brain T1-weighted magnetic resonance imaging (MRI) images of 180 participants [143 stable MCI (MCI_S) participants and 37 MCI_AD participants] and brain gene expression data from the Allen Institute for Brain Science (AIBS) database to investigate genes associated with ΔCT. We found that upregulated PLS component 1 ΔCT-related genes were enriched in chemical synaptic transmission. To verify the robustness and specificity of the results, we conducted PLSR analysis invalidation and specificity datasets and performed weighted gene co-expression network analysis instead of PLSR for the above three datasets. We also used gene expression data in the brain prefrontal cortex from the Gene Expression Omnibus (GEO) database to indirectly validate the robustness and specificity of our results. We conclude that transcriptionally upregulated genes involved in chemical synaptic transmission are strongly related to global ΔCT in MCI patients who experience degeneration from MCI to AD.
轻度认知障碍(MCI)是正常认知(NC)与阿尔茨海默病(AD)之间的过渡阶段。据报道,从MCI发展为AD的病例存在皮质厚度差异(ΔCT)。与ΔCT相关的遗传和转录变异方面尚不明确。在本研究中,我们利用8年的纵向随访结果,调查了从MCI发展为AD(MCI_AD)的MCI受试者中ΔCT的遗传相关性。我们对180名参与者[143名稳定MCI(MCI_S)参与者和37名MCI_AD参与者]的脑T1加权磁共振成像(MRI)图像以及来自艾伦脑科学研究所(AIBS)数据库的脑基因表达数据进行偏最小二乘回归(PLSR),以研究与ΔCT相关的基因。我们发现,上调的PLS成分1中与ΔCT相关的基因在化学突触传递中富集。为了验证结果的稳健性和特异性,我们对无效和特异性数据集进行了PLSR分析,并对上述三个数据集进行了加权基因共表达网络分析,而不是PLSR。我们还使用了来自基因表达综合数据库(GEO)的脑前额叶皮质基因表达数据来间接验证我们结果的稳健性和特异性。我们得出结论,在从MCI发展为AD的MCI患者中,参与化学突触传递的转录上调基因与整体ΔCT密切相关。