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探索关键药物靶标蛋白,重点关注与谵妄相关的调节分子、功能途径和候选药物:来自元数据分析的证据。

Exploration of key drug target proteins highlighting their related regulatory molecules, functional pathways and drug candidates associated with delirium: evidence from meta-data analyses.

机构信息

School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia.

Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh.

出版信息

BMC Geriatr. 2023 Nov 22;23(1):767. doi: 10.1186/s12877-023-04457-1.

Abstract

BACKGROUND

Delirium is a prevalent neuropsychiatric medical phenomenon that causes serious emergency outcomes, including mortality and morbidity. It also increases the suffering and the economic burden for families and carers. Unfortunately, the pathophysiology of delirium is still unknown, which is a major obstacle to therapeutic development. The modern network-based system biology and multi-omics analysis approach has been widely used to recover the key drug target biomolecules and signaling pathways associated with disease pathophysiology. This study aimed to identify the major drug target hub-proteins associated with delirium, their regulatory molecules with functional pathways, and repurposable drug candidates for delirium treatment.

METHODS

We used a comprehensive proteomic seed dataset derived from a systematic literature review and the Comparative Toxicogenomics Database (CTD). An integrated multi-omics network-based bioinformatics approach was utilized in this study. The STRING database was used to construct the protein-protein interaction (PPI) network. The gene set enrichment and signaling pathways analysis, the regulatory transcription factors and microRNAs were conducted using delirium-associated genes. Finally, hub-proteins associated repurposable drugs were retrieved from CMap database.

RESULTS

We have distinguished 11 drug targeted hub-proteins (MAPK1, MAPK3, TP53, JUN, STAT3, SRC, RELA, AKT1, MAPK14, HSP90AA1 and DLG4), 5 transcription factors (FOXC1, GATA2, YY1, TFAP2A and SREBF1) and 6 microRNA (miR-375, miR-17-5, miR-17-5p, miR-106a-5p, miR-125b-5p, and miR-125a-5p) associated with delirium. The functional enrichment and pathway analysis revealed the cytokines, inflammation, postoperative pain, oxidative stress-associated pathways, developmental biology, shigellosis and cellular senescence which are closely connected with delirium development and the hallmarks of aging. The hub-proteins associated computationally identified repurposable drugs were retrieved from database. The predicted drug molecules including aspirin, irbesartan, ephedrine-(racemic), nedocromil, and guanidine were characterized as anti-inflammatory, stimulating the central nervous system, neuroprotective medication based on the existing literatures. The drug molecules may play an important role for therapeutic development against delirium if they are investigated more extensively through clinical trials and various wet lab experiments.

CONCLUSION

This study could possibly help future research on investigating the delirium-associated therapeutic target biomarker hub-proteins and repurposed drug compounds. These results will also aid understanding of the molecular mechanisms that underlie the pathophysiology of delirium onset and molecular function.

摘要

背景

谵妄是一种普遍存在的神经精神医学现象,可导致严重的急诊结局,包括死亡率和发病率。它还增加了家庭和护理者的痛苦和经济负担。不幸的是,谵妄的病理生理学仍然未知,这是治疗开发的主要障碍。基于网络的现代系统生物学和多组学分析方法已广泛用于恢复与疾病病理生理学相关的关键药物靶标生物分子和信号通路。本研究旨在确定与谵妄相关的主要药物靶标枢纽蛋白、其具有功能途径的调节分子以及可重新用于治疗谵妄的候选药物。

方法

我们使用了从系统文献综述和比较毒理学基因组数据库 (CTD) 中得出的综合蛋白质组学种子数据集。本研究采用了综合的多组学网络为基础的生物信息学方法。使用 STRING 数据库构建蛋白质-蛋白质相互作用 (PPI) 网络。使用与谵妄相关的基因进行基因集富集和信号通路分析、调节转录因子和 microRNA。最后,从 CMap 数据库中检索与枢纽蛋白相关的可重新使用药物。

结果

我们已经区分了 11 种药物靶向枢纽蛋白(MAPK1、MAPK3、TP53、JUN、STAT3、SRC、RELA、AKT1、MAPK14、HSP90AA1 和 DLG4)、5 种转录因子(FOXC1、GATA2、YY1、TFAP2A 和 SREBF1)和 6 种 microRNA(miR-375、miR-17-5、miR-17-5p、miR-106a-5p、miR-125b-5p 和 miR-125a-5p)与谵妄相关。功能富集和通路分析揭示了与谵妄发展和衰老特征密切相关的细胞因子、炎症、术后疼痛、氧化应激相关途径、发育生物学、志贺氏菌病和细胞衰老。从数据库中检索到与枢纽蛋白相关的计算预测的可重新使用药物。基于现有文献,预测的药物分子包括阿司匹林、厄贝沙坦、麻黄碱(外消旋体)、奈多罗米和胍,具有抗炎、刺激中枢神经系统、神经保护作用。如果通过临床试验和各种湿实验室实验更广泛地进行研究,这些药物分子可能对治疗谵妄有重要作用。

结论

本研究可能有助于未来研究与谵妄相关的治疗靶标生物标志物枢纽蛋白和重新使用的药物化合物。这些结果也将有助于理解谵妄发病的病理生理学和分子功能的分子机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/09ee/10666371/aa86bca7d7a1/12877_2023_4457_Fig1_HTML.jpg

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