The Research Progress of the Application of Bioinformatics in the Diagnosis and Treatment of Alzheimer's Disease

Zhiyang Yu, Wenpan Wang, Qiong Qiao, Yiran Sun, Zhishen Xie, Junying Song, Zhenqiang Zhang, Huifen Ma
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Abstract

Alzheimer's disease (AD) is characterized by a complex pathogenesis, limited diagnostic methods, and a lack of effective therapeutic drugs in clinical settings, posing significant challenges in modern medical research. Bioinformatics offers new perspectives for identifying key pathological biomarkers of AD, analyzing differentially expressed genes in AD, screening for effective drug targets against AD, studying the mechanisms of AD pathogenesis, and discovering novel anti-AD drugs. However, data preprocessing and statistical analysis methods in bioinformatics research can significantly impact results, and there is a lack of consistency and coordination in analysis methods across platforms and laboratories in practical studies, making it difficult to compare data between studies. Therefore, it is crucial to establish standardized operating procedures and quality control protocols, improve the reproducibility of methods across platforms, and promote data comparison between studies.
生物信息学在阿尔茨海默病诊治中的应用研究进展
阿尔茨海默病(AD)发病机制复杂,诊断方法有限,临床上缺乏有效的治疗药物,给现代医学研究带来了巨大挑战。生物信息学为确定阿尔茨海默病的关键病理生物标志物、分析阿尔茨海默病的差异表达基因、筛选有效的抗阿尔茨海默病药物靶点、研究阿尔茨海默病的发病机制以及发现新型抗阿尔茨海默病药物提供了新的视角。然而,生物信息学研究中的数据预处理和统计分析方法会对研究结果产生重大影响,而且在实际研究中,不同平台和实验室的分析方法缺乏一致性和协调性,因此很难对不同研究的数据进行比较。因此,建立标准化的操作程序和质量控制方案,提高不同平台方法的可重复性,促进研究间的数据对比至关重要。
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