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Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets

机译:发现阿尔茨海默氏病和缺血性卒中共有的生物标志物和途径以确定新的治疗靶标

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摘要

Background and objectives: Alzheimer’s disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood. We thus aimed to identify common molecular biomarkers and pathways in IS and AD that can help predict the progression of these diseases and provide clues to important pathological mechanisms. Materials and Methods: We have analyzed the microarray gene expression datasets of IS and AD. To obtain robust results, combinatorial statistical methods were used to analyze the datasets and 26 transcripts (22 unique genes) were identified that were abnormally expressed in both IS and AD. Results: Gene Ontology (GO) and KEGG pathway analyses indicated that these 26 common dysregulated genes identified several altered molecular pathways: Alcoholism, MAPK signaling, glycine metabolism, serine metabolism, and threonine metabolism. Further protein–protein interactions (PPI) analysis revealed pathway hub proteins PDE9A, GNAO1, DUSP16, NTRK2, PGAM2, MAG, and TXLNA. Transcriptional and post-transcriptional components were then identified, and significant transcription factors (SPIB, SMAD3, and SOX2) found. Conclusions: Protein–drug interaction analysis revealed PDE9A has interaction with drugs caffeine, γ-glutamyl glycine, and 3-isobutyl-1-methyl-7H-xanthine. Thus, we identified novel putative links between pathological processes in IS and AD at transcripts levels, and identified possible mechanistic and gene expression links between IS and AD.
机译:背景和目的:阿尔茨海默氏病(AD)是一种进行性神经退行性疾病,可导致严重的痴呆。患有缺血性中风(IS)是AD的危险因素之一,但是尚不清楚IS和AD的分子机制。因此,我们旨在鉴定IS和AD中常见的分子生物标志物和途径,以帮助预测这些疾病的进展并为重要的病理机制提供线索。材料和方法:我们分析了IS和AD的微阵列基因表达数据集。为了获得可靠的结果,使用组合统计方法分析了数据集,并鉴定了在IS和AD中均异常表达的26个转录本(22个独特基因)。结果:基因本体论(GO)和KEGG通路分析表明,这26个常见的失调基因鉴定了几种改变的分子通路:酒精中毒,MAPK信号传导,甘氨酸代谢,丝氨酸代谢和苏氨酸代谢。进一步的蛋白质-蛋白质相互作用(PPI)分析揭示了途径枢纽蛋白质PDE9A,GNAO1,DUSP16,NTRK2,PGAM2,MAG和TXLNA。然后鉴定出转录和转录后成分,并发现了重要的转录因子(SPIB,SMAD3和SOX2)。结论:蛋白质-药物相互作用分析表明PDE9A与咖啡因,γ-谷氨酰胺基甘氨酸和3-异丁基-1-甲基-7H-黄嘌呤具有相互作用。因此,我们在转录本水平上在IS和AD的病理过程之间发现了新颖的推测联系,并在IS和AD之间发现了可能的机理和基因表达联系。

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