Md Parvez Mosharaf, Khorshed Alam, Jeff Gow, Rashidul Alam Mahumud, Md Nurul Haque Mollah
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However, the common molecular pathophysiology, key proteomic biomarkers, and functional pathways are largely unknown, whereby delirium is superimposed on AD and dementia.</p><p><strong>Methods: </strong>We employed an integrated bioinformatics and system biology analysis approach to decipher such common key proteomic signatures, pathophysiological links between delirium and AD by analyzing the gene expression data of AD-affected human brain samples and comparing them with delirium-associated proteins. The present study identified the common drug target hub-proteins examining the protein-protein interaction (PPI) and gene regulatory network analysis. The functional enrichment and pathway analysis was conducted to reveal the common pathophysiological relationship. Finally, the molecular docking and dynamic simulation was used to computationally identify and validate the potential drug target and repurposable drugs for delirium and AD.</p><p><strong>Results: </strong>We detected 99 shared differentially expressed genes (sDEGs) associated with AD and delirium. The sDEGs-set enrichment analysis detected the transmission across chemical synapses, neurodegeneration pathways, neuroinflammation and glutamatergic signaling pathway, oxidative stress, and BDNF signaling pathway as the most significant signaling pathways shared by delirium and AD. The disease-sDEGs interaction analysis highlighted the other disease risk factors with delirium and AD development and progression. Among the sDEGs of delirium and AD, the top 10 hub-proteins including ALB, APP, BDNF, CREB1, DLG4, GAD1, GAD2, GFAP, GRIN2B and GRIN2A were found by the PPI network analysis. Based on the maximum molecular docking binding affinities and molecular dynamic simulation (100 ns) results, the ALB and GAD2 were found as prominent drug target proteins when tacrine and donepezil were identified as potential drug candidates for delirium and AD.</p><p><strong>Conclusion: </strong>The study outlined the common key biomolecules and biological pathways shared by delirium and AD. The computationally reported potential drug molecules need a deeper investigation including clinical trials to validate their effectiveness. The outcomes from this study will help to understand the typical pathophysiological relationship between delirium and AD and flag future therapeutic development research for delirium.</p>","PeriodicalId":9056,"journal":{"name":"BMC Geriatrics","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11363673/pdf/","citationCount":"0","resultStr":"{\"title\":\"Common molecular and pathophysiological underpinnings of delirium and Alzheimer's disease: molecular signatures and therapeutic indications.\",\"authors\":\"Md Parvez Mosharaf, Khorshed Alam, Jeff Gow, Rashidul Alam Mahumud, Md Nurul Haque Mollah\",\"doi\":\"10.1186/s12877-024-05289-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Delirium and Alzheimer's disease (AD) are common causes of cognitive dysfunction among older adults. 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Finally, the molecular docking and dynamic simulation was used to computationally identify and validate the potential drug target and repurposable drugs for delirium and AD.</p><p><strong>Results: </strong>We detected 99 shared differentially expressed genes (sDEGs) associated with AD and delirium. The sDEGs-set enrichment analysis detected the transmission across chemical synapses, neurodegeneration pathways, neuroinflammation and glutamatergic signaling pathway, oxidative stress, and BDNF signaling pathway as the most significant signaling pathways shared by delirium and AD. The disease-sDEGs interaction analysis highlighted the other disease risk factors with delirium and AD development and progression. Among the sDEGs of delirium and AD, the top 10 hub-proteins including ALB, APP, BDNF, CREB1, DLG4, GAD1, GAD2, GFAP, GRIN2B and GRIN2A were found by the PPI network analysis. 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引用次数: 0
摘要
背景:谵妄和阿尔茨海默病(AD)是导致老年人认知功能障碍的常见原因。这些神经退行性疾病有着共同而复杂的关系,可以单独发生,也可以同时发生,从而增加了永久性精神功能障碍的几率。然而,共同的分子病理生理学、关键的蛋白质组生物标志物和功能通路在很大程度上是未知的,因此谵妄与AD和痴呆是叠加在一起的:方法:我们采用生物信息学和系统生物学综合分析方法,通过分析受AD影响的人脑样本的基因表达数据,并将其与谵妄相关蛋白进行比较,从而破译谵妄与AD之间共同的关键蛋白组特征和病理生理学联系。本研究通过蛋白质-蛋白质相互作用(PPI)和基因调控网络分析,确定了共同的药物靶点枢纽蛋白。通过功能富集和通路分析,揭示了共同的病理生理学关系。最后,通过分子对接和动态模拟,计算鉴定和验证了治疗谵妄和注意力缺失症的潜在药物靶点和可再利用药物:结果:我们发现了 99 个与 AD 和谵妄相关的共有差异表达基因(sDEGs)。通过sDEGs集富集分析,我们发现化学突触传递、神经变性通路、神经炎症和谷氨酸能信号通路、氧化应激和BDNF信号通路是谵妄和AD最重要的共享信号通路。疾病-sDEGs相互作用分析强调了与谵妄和AD发展和进展相关的其他疾病风险因素。在谵妄和AD的sDEGs中,PPI网络分析发现了前10个枢纽蛋白,包括ALB、APP、BDNF、CREB1、DLG4、GAD1、GAD2、GFAP、GRIN2B和GRIN2A。根据最大分子对接结合亲和力和分子动态模拟(100 ns)结果,当他克林和多奈哌齐被确定为治疗谵妄和注意力缺失症的潜在候选药物时,ALB和GAD2被认为是突出的药物靶蛋白:结论:本研究概述了谵妄和注意力缺失症共有的关键生物分子和生物通路。计算报告的潜在药物分子需要更深入的研究,包括临床试验来验证其有效性。这项研究的成果将有助于了解谵妄和注意力缺失症之间的典型病理生理学关系,并为未来的谵妄治疗开发研究指明方向。
Common molecular and pathophysiological underpinnings of delirium and Alzheimer's disease: molecular signatures and therapeutic indications.
Background: Delirium and Alzheimer's disease (AD) are common causes of cognitive dysfunction among older adults. These neurodegenerative diseases share a common and complex relationship, and can occur individually or concurrently, increasing the chance of permanent mental dysfunction. However, the common molecular pathophysiology, key proteomic biomarkers, and functional pathways are largely unknown, whereby delirium is superimposed on AD and dementia.
Methods: We employed an integrated bioinformatics and system biology analysis approach to decipher such common key proteomic signatures, pathophysiological links between delirium and AD by analyzing the gene expression data of AD-affected human brain samples and comparing them with delirium-associated proteins. The present study identified the common drug target hub-proteins examining the protein-protein interaction (PPI) and gene regulatory network analysis. The functional enrichment and pathway analysis was conducted to reveal the common pathophysiological relationship. Finally, the molecular docking and dynamic simulation was used to computationally identify and validate the potential drug target and repurposable drugs for delirium and AD.
Results: We detected 99 shared differentially expressed genes (sDEGs) associated with AD and delirium. The sDEGs-set enrichment analysis detected the transmission across chemical synapses, neurodegeneration pathways, neuroinflammation and glutamatergic signaling pathway, oxidative stress, and BDNF signaling pathway as the most significant signaling pathways shared by delirium and AD. The disease-sDEGs interaction analysis highlighted the other disease risk factors with delirium and AD development and progression. Among the sDEGs of delirium and AD, the top 10 hub-proteins including ALB, APP, BDNF, CREB1, DLG4, GAD1, GAD2, GFAP, GRIN2B and GRIN2A were found by the PPI network analysis. Based on the maximum molecular docking binding affinities and molecular dynamic simulation (100 ns) results, the ALB and GAD2 were found as prominent drug target proteins when tacrine and donepezil were identified as potential drug candidates for delirium and AD.
Conclusion: The study outlined the common key biomolecules and biological pathways shared by delirium and AD. The computationally reported potential drug molecules need a deeper investigation including clinical trials to validate their effectiveness. The outcomes from this study will help to understand the typical pathophysiological relationship between delirium and AD and flag future therapeutic development research for delirium.
期刊介绍:
BMC Geriatrics is an open access journal publishing original peer-reviewed research articles in all aspects of the health and healthcare of older people, including the effects of healthcare systems and policies. The journal also welcomes research focused on the aging process, including cellular, genetic, and physiological processes and cognitive modifications.