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通过生物信息学和系统生物学方法发现牙周炎和阿尔茨海默病之间的共同发病机制。

Discovering common pathogenetic processes between periodontitis and Alzheimer's disease by bioinformatics and system biology approach.

机构信息

Department of Oral Implantology and Prosthodontics, The First Affiliated Hospital of Xinjiang Medical University (The Affiliated Stomatology Hospital of Xinjiang Medical University, Urumqi, 830054, People's Republic of China.

Department of Pacing and Electrophysiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, People's Republic of China.

出版信息

BMC Oral Health. 2024 Sep 12;24(1):1074. doi: 10.1186/s12903-024-04775-9.

Abstract

BACKGROUND

There is increasing evidence that inflammation plays a key role in the pathophysiology of periodontitis (PT) and Alzheimer's disease (AD), but the roles of inflammation in linking PT and AD are not clear. Our aim is to analyze the potential molecular mechanisms between these two diseases using bioinformatics and systems biology approaches.

METHODS

To elucidate the link between PT and AD, we selected shared genes (SGs) with gene-disease-association scores of ≥ 0.1 from the Disease Gene Network (DisGeNET) database, followed by extracting the hub genes. Based on these genes, we constructed gene ontology (GO) enrichment analysis, pathway enrichment analysis, protein-protein interaction (PPI) networks, transcription factors (TFs)-gene networks, microRNAs (miRNAs)-gene regulatory networks, and gene-disease association analyses. Finally, the Drug Signatures database (DSigDB) was utilized to predict candidate molecular drugs related to hub genes.

RESULTS

A total of 21 common SGs between PT and AD were obtained. Cell cytokine activity, inflammatory response, and extracellular membrane were the most important enriched items in GO analysis. Interleukin-10 Signaling, LTF Danger Signal Response Pathway, and RAGE Pathway were identified as important shared pathways. IL6, IL10, IL1B, TNF, IFNG, CXCL8, CCL2, MMP9, TLR4 were identified as hub genes. Both shared pathways and hub genes are closely related to endoplasmic reticulum (ER) stress and mitochondrial dysfunction. Importantly, glutathione, simvastatin, and dexamethasone were identified as important candidate drugs for the treatment of PT and AD.

CONCLUSIONS

There is a close link between PT and AD pathogenesis, which may involve in the inflammation, ER and mitochondrial function.

摘要

背景

越来越多的证据表明,炎症在牙周炎(PT)和阿尔茨海默病(AD)的病理生理学中起着关键作用,但炎症在将 PT 和 AD 联系起来的作用尚不清楚。我们的目的是使用生物信息学和系统生物学方法分析这两种疾病之间的潜在分子机制。

方法

为了阐明 PT 和 AD 之间的联系,我们从疾病基因网络(DisGeNET)数据库中选择了具有基因-疾病关联评分≥0.1 的共享基因(SGs),然后提取了枢纽基因。基于这些基因,我们构建了基因本体(GO)富集分析、途径富集分析、蛋白质-蛋白质相互作用(PPI)网络、转录因子(TF)-基因网络、miRNAs-基因调控网络以及基因-疾病关联分析。最后,利用药物特征数据库(DSigDB)预测与枢纽基因相关的候选分子药物。

结果

共获得 21 个 PT 和 AD 之间的共同 SG。GO 分析中最重要的富集项是细胞细胞因子活性、炎症反应和细胞外膜。IL-10 信号、LTF 危险信号反应途径和 RAGE 途径被鉴定为重要的共享途径。IL6、IL10、IL1B、TNF、IFNG、CXCL8、CCL2、MMP9、TLR4 被鉴定为枢纽基因。共享途径和枢纽基因都与内质网(ER)应激和线粒体功能障碍密切相关。重要的是,谷胱甘肽、辛伐他汀和地塞米松被鉴定为治疗 PT 和 AD 的重要候选药物。

结论

PT 和 AD 发病机制之间存在密切联系,可能涉及炎症、ER 和线粒体功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ae5/11391628/872ca180aaa6/12903_2024_4775_Fig1_HTML.jpg

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