Zhang Tingting, Pan Linlin, Cao Yu, Liu Nanyang, Wei Wei, Li Hao
College of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, ShanDong Province, People's Republic of China.
Department of Geratology, Xiyuan Hospital, China Academy of Chinese Medical Science, Beijing, People's Republic of China.
Pharmgenomics Pers Med. 2020 Oct 15;13:487-502. doi: 10.2147/PGPM.S269726. eCollection 2020.
Yizhiqingxin formula (YZQX) is a promising formula for the treatment of Alzheimer's disease (AD) with significant clinical effects. Here, we coupled a network pharmacology approach with the Gene Expression Omnibus (GEO) database to illustrate comprehensive mechanisms and screen for molecular targets of YZQX for AD treatment.
First, active ingredients of YZQX were screened for the Traditional Chinese Medicine Systems Pharmacology (TCMSP) database with the absorption, distribution, metabolism, and excretion (ADME) parameters. Subsequently, putative targets of active ingredients were predicted using the DrugBank database. AD-related targets were retrieved by analyzing published microarray data (accession number GSE5281). Protein-protein interaction (PPI) networks of YZQX putative targets and AD-related targets were constructed visually and merged to identify candidate targets for YZQX against AD using Cytoscape 3.7.2 software. We performed gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis to further clarify the biological functions of the candidate targets. The gene-pathway network was established to filter for key target genes.
Forty-three active ingredients were identified, and 193 putative target genes were predicted. Seven hundred and ten targets related to AD were screened with |log2 FC| > 1 and < 0.05. Based on the PPI network, 110 target genes of YZQX against AD were identified. Moreover, 32 related pathways including the PI3K-Akt signaling pathway, MAPK signaling pathway, ubiquitin-mediated proteolysis, apoptosis and the NF-kappa B signaling pathway were significantly enriched. In the gene-pathway network, , and targets are putative core genes for YZQX in AD treatment.
YZQX against AD may exert its neuroprotective effect via the PI3K-Akt signaling pathway, MAPK signaling pathway, and ubiquitin-mediated proteolysis. YZQX may be a promising drug that can be used in the treatment of AD.
益智清心方(YZQX)是一种治疗阿尔茨海默病(AD)颇具前景的方剂,临床疗效显著。在此,我们将网络药理学方法与基因表达综合数据库(GEO)相结合,以阐明其综合作用机制并筛选YZQX治疗AD的分子靶点。
首先,利用中药系统药理学数据库(TCMSP)结合吸收、分布、代谢和排泄(ADME)参数筛选YZQX的活性成分。随后,使用药物银行数据库预测活性成分的潜在靶点。通过分析已发表的微阵列数据(登录号GSE5281)检索AD相关靶点。使用Cytoscape 3.7.2软件直观构建YZQX潜在靶点与AD相关靶点的蛋白质-蛋白质相互作用(PPI)网络并合并,以识别YZQX抗AD候选靶点。我们进行基因本体(GO)和京都基因与基因组百科全书(KEGG)通路分析,以进一步阐明候选靶点的生物学功能。建立基因-通路网络以筛选关键靶基因。
鉴定出43种活性成分,预测出193个潜在靶基因。筛选出710个与AD相关的靶点,其|log2 FC|>1且<0.05。基于PPI网络,鉴定出YZQX抗AD的110个靶基因。此外,32条相关通路显著富集,包括PI3K-Akt信号通路、MAPK信号通路、泛素介导的蛋白水解、凋亡和NF-κB信号通路。在基因-通路网络中, 、 和 靶点是YZQX治疗AD的潜在核心基因。
YZQX抗AD可能通过PI3K-Akt信号通路、MAPK信号通路和泛素介导的蛋白水解发挥神经保护作用。YZQX可能是一种可用于治疗AD的有前景的药物。