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网络药理学确定槲皮素与阿尔茨海默病的交集基因作为潜在治疗靶点。

Network pharmacology identify intersection genes of quercetin and Alzheimer's disease as potential therapeutic targets.

作者信息

Wei Caihui, Li Shu, Zhu Yu, Chen Wenzhi, Li Cheng, Xu Renshi

机构信息

Department of Neurology, Jiangxi Provincial People's Hospital, Medical College of Nanchang University, Nanchang, China.

Department of Neurology, The First Affiliated Hospital of Nanchang Medical College, Jiangxi Provincial People's Hospital, Nanchang, China.

出版信息

Front Aging Neurosci. 2022 Aug 23;14:902092. doi: 10.3389/fnagi.2022.902092. eCollection 2022.

Abstract

BACKGROUND

Currently, there are no efficient therapies for Alzheimer's disease (AD) among the elderly, although it is the most common etiology of dementia among the elderly. Quercetin, which has a variety of therapeutic properties, may pave the way for novel approaches to AD treatment. In the AD patients' frontal cortex, current study aims to identify the potential mechanisms of quercetin's pharmacological targets.

MATERIALS AND METHODS

The pharmacological targets of quercetin have been studied from DrugBank and SwissTarget. In order to distinguish AD-associated genes targeted by quercetin (Q-ADGs), we utilized an integrated intersection of gene expressions of the frontal cortex in combination with transcriptome analysis. To detect cortex-related Q-ADGs and immune-related Q-ADGs, a drug screening database and the immune infiltration analysis was utilized. The Q-ADGs were then linked with the AD severity scores (MMSE scores) to find severity-associated Q-ADGs. In addition, the miRNA-seq datasets were examined to identify severity-associated Q-ADG-miRNAs. Twelve genes, more frequently related to AD by previous studies among all the genes identified in the present study, were subjected to the verification of qRT-PCR in AD cell model.

RESULTS

In the frontal lobe of AD, 207 Q-ADGs were discovered and found that axonogenesis, glial differentiation, and other biological processes had been enriched. There were 155 immune-related Q-ADGs (e.g., COX2, NOS2, HMGB1) and 65 cortex-related Q-ADGs (e.g., FOXO1, CXCL16, NOTCH3). Sixteen Q-ADGs (e.g., STAT3, RORA, BCL6) and 28 miRNAs (e.g., miR-142-5p, miR-17-5p) were found to be related to MMSE scores. In the qRT-PCR results, six out of twelve genes were significantly regulated by quercetin. DYRK1A, FOXO1, NOS2, NGF, NQO1, and RORA genes were novel target of quercetin in AD. DYRK1A, NOS2, and NQO1 genes targeted by quercetin have benefits in the treatment of AD. However, FOXO1, NGF, and RORA genes targeted by quercetin might have a negative impact on AD.

CONCLUSION

The role of quercetin in AD appears to be multifaceted, and it can affect patients' frontal cortex in a variety of pathways, such as axonogenesis, immune infiltration, and glial cell differentiation. DYRK1A, NOS2, and NQO1 might be potential novel effective drug targets for quercetin in AD.

摘要

背景

尽管阿尔茨海默病(AD)是老年人痴呆最常见的病因,但目前在老年人中尚无针对AD的有效治疗方法。具有多种治疗特性的槲皮素可能为AD治疗的新方法铺平道路。本研究旨在确定AD患者额叶皮质中槲皮素药理靶点的潜在机制。

材料与方法

从DrugBank和SwissTarget研究了槲皮素的药理靶点。为了区分槲皮素靶向的AD相关基因(Q-ADG),我们利用额叶皮质基因表达的综合交集并结合转录组分析。为了检测与皮质相关的Q-ADG和与免疫相关的Q-ADG,利用了药物筛选数据库和免疫浸润分析。然后将Q-ADG与AD严重程度评分(MMSE评分)相关联,以找到与严重程度相关的Q-ADG。此外,检查miRNA-seq数据集以鉴定与严重程度相关的Q-ADG-miRNA。在本研究中鉴定的所有基因中,先前研究更常与AD相关的12个基因在AD细胞模型中进行qRT-PCR验证。

结果

在AD的额叶中,发现了207个Q-ADG,发现轴突形成、胶质细胞分化等生物学过程得到了富集。有155个与免疫相关的Q-ADG(如COX2、NOS2、HMGB1)和65个与皮质相关的Q-ADG(如FOXO1、CXCL16、NOTCH3)。发现16个Q-ADG(如STAT3、RORA、BCL6)和28个miRNA(如miR-142-5p、miR-17-5p)与MMSE评分相关。在qRT-PCR结果中,12个基因中有6个受槲皮素显著调控。DYRK1A、FOXO1、NOS2、NGF、NQO1和RORA基因是槲皮素在AD中的新靶点。槲皮素靶向的DYRK A、NOS2和NQO1基因在AD治疗中有益处。然而,槲皮素靶向的FOXO1、NGF和RORA基因可能对AD有负面影响。

结论

槲皮素在AD中的作用似乎是多方面的,它可以通过多种途径影响患者的额叶皮质,如轴突形成、免疫浸润和胶质细胞分化。DYRK1A、NOS2和NQO1可能是槲皮素在AD中潜在的新型有效药物靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ca8/9447902/71f8b7cf02e2/fnagi-14-902092-g001.jpg

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