Li Xinzhong, Long Jintao, He Taigang, Belshaw Robert, Scott James
Centre for Biostatistics, Bioinformatics and Biomarkers, Plymouth University, Plymouth UK.
Institute of Cardiovascular and Cell Sciences, St. George University, London UK.
Sci Rep. 2015 Jul 23;5:12393. doi: 10.1038/srep12393.
Previous studies have evaluated gene expression in Alzheimer's disease (AD) brains to identify mechanistic processes, but have been limited by the size of the datasets studied. Here we have implemented a novel meta-analysis approach to identify differentially expressed genes (DEGs) in published datasets comprising 450 late onset AD (LOAD) brains and 212 controls. We found 3124 DEGs, many of which were highly correlated with Braak stage and cerebral atrophy. Pathway Analysis revealed the most perturbed pathways to be (a) nitric oxide and reactive oxygen species in macrophages (NOROS), (b) NFkB and (c) mitochondrial dysfunction. NOROS was also up-regulated, and mitochondrial dysfunction down-regulated, in healthy ageing subjects. Upstream regulator analysis predicted the TLR4 ligands, STAT3 and NFKBIA, for activated pathways and RICTOR for mitochondrial genes. Protein-protein interaction network analysis emphasised the role of NFKB; identified a key interaction of CLU with complement; and linked TYROBP, TREM2 and DOK3 to modulation of LPS signalling through TLR4 and to phosphatidylinositol metabolism. We suggest that NEUROD6, ZCCHC17, PPEF1 and MANBAL are potentially implicated in LOAD, with predicted links to calcium signalling and protein mannosylation. Our study demonstrates a highly injurious combination of TLR4-mediated NFKB signalling, NOROS inflammatory pathway activation, and mitochondrial dysfunction in LOAD.
以往的研究评估了阿尔茨海默病(AD)大脑中的基因表达,以确定其机制过程,但受到所研究数据集规模的限制。在此,我们采用了一种新颖的荟萃分析方法,以在包含450例晚发性AD(LOAD)大脑和212例对照的已发表数据集中鉴定差异表达基因(DEG)。我们发现了3124个DEG,其中许多与Braak分期和脑萎缩高度相关。通路分析显示,受干扰最严重的通路为:(a)巨噬细胞中的一氧化氮和活性氧(NOROS)、(b)NFkB和(c)线粒体功能障碍。在健康衰老受试者中,NOROS也上调,而线粒体功能障碍下调。上游调节因子分析预测,激活通路的TLR4配体、STAT3和NFKBIA以及线粒体基因的RICTOR。蛋白质-蛋白质相互作用网络分析强调了NFKB的作用;确定了CLU与补体的关键相互作用;并将TYROBP、TREM2和DOK3与通过TLR4调节LPS信号传导以及磷脂酰肌醇代谢联系起来。我们认为,NEUROD6、ZCCHC17、PPEF1和MANBAL可能与LOAD有关,预测与钙信号传导和蛋白质甘露糖基化有关。我们的研究表明,在LOAD中,TLR4介导的NFKB信号传导、NOROS炎症通路激活和线粒体功能障碍存在高度有害的组合。