Literature DB >> 36071287

Exploring the inverse association of glioblastoma multiforme and Alzheimer's disease via bioinformatics analysis.

Jiayang Cai1,2, Liguo Ye1,2, Yuanyuan Hu3, Zhang Ye1,2, Lun Gao1,2, Yixuan Wang1,2, Qian Sun1,2, Shiao Tong1,2, Ji'an Yang4,5, Qianxue Chen6,7.   

Abstract

Glioblastoma multiforme (GBM) and Alzheimer's disease (AD) are two major diseases in the nervous system with a similar peak age of onset, which has the typical characteristics of high cost, difficult treatment, and poor prognosis. Epidemiological studies and a few molecular biological studies have hinted at an opposite relationship between AD and GBM. However, there are few studies on their reverse relationship, and the regulatory mechanism is still unclear, indicating that further systematic research is urgently needed. Our study firstly employs advanced bioinformatics methods to explore the inverse relationship between them and find various target drugs. We obtained the gene expression dataset from public databases (GEO, TCGA, and GTEx). Then, we identified 122 differentially expressed genes (DEGs) of AD and GBM. Four significant gene modules were identified through protein-protein interaction (PPI) and module construction, and 13 hub genes were found using cytoHubba. We constructed co-expression networks and found various target drugs through these hub genes. Functional enrichment analysis revealed that the AMPK pathway, cell cycle, and cellular senescence play important roles in AD and GBM. Our study may provide a potential direction for studying the opposite molecular mechanism of AD and GBM in the future.
© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Alzheimer’s disease; Bioinformatics; Glioblastoma multiforme; Hub genes

Mesh:

Year:  2022        PMID: 36071287     DOI: 10.1007/s12032-022-01786-w

Source DB:  PubMed          Journal:  Med Oncol        ISSN: 1357-0560            Impact factor:   3.738


  32 in total

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