Target oxidative stress-induced disulfidptosis: novel therapeutic avenues in Parkinson's disease.

IF 3.3 3区 医学 Q2 NEUROSCIENCES
Junshi Zhang, Tingting Liu, Haojie Wu, Jianshe Wei, Qiumin Qu
{"title":"Target oxidative stress-induced disulfidptosis: novel therapeutic avenues in Parkinson's disease.","authors":"Junshi Zhang, Tingting Liu, Haojie Wu, Jianshe Wei, Qiumin Qu","doi":"10.1186/s13041-025-01200-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Parkinson's disease (PD), a globally prevalent neurodegenerative disorder, has been implicated with oxidative stress (OS) as a central pathomechanism. Excessive reactive oxygen species (ROS) trigger neuronal damage and may induce disulfidptosis-a novel cell death modality not yet characterized in PD pathogenesis.</p><p><strong>Method: </strong>Integrated bioinformatics analyses were conducted using GEO datasets to identify PD-associated differentially expressed genes (DEGs). These datasets were subjected to: immune infiltration analysis, gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), intersection analysis of oxidative stress-related genes (ORGs) and disulfidptosis-related genes (DRGs) for functional enrichment annotation. Following hub gene identification, diagnostic performance was validated using independent cohorts. LASSO regression was applied for feature selection, with subsequent experimental validation in MPTP-induced PD mouse models. Single-cell transcriptomic profiling and molecular docking studies were performed to map target gene expression and assess drug-target interactions.</p><p><strong>Result: </strong>A total of 1615 PD DEGs and 200 WGCNA DEGs were obtained, and the intersection with ORGs and DRGs resulted in 202 DEORGs, 11 DEDRGs, and 5 DED-ORGs (NDUFS2, LRPPRC, NDUFS1, GLUD1, and MYH6). These genes are mainly associated with oxidative stress, the respiratory electron transport chain, the ATP metabolic process, oxidative phosphorylation, mitochondrial respiration, and the TCA cycle. 10 hub genes have good diagnostic value, including in the validation dataset (AUC ≥ 0.507). LASSO analysis of hub genes yielded a total of 6 target genes, ACO2, CYCS, HSPA9, SNCA, SDHA, and VDAC1. In the MPTP-induced PD mice model, the expression of ACO2, HSPA9, and SDHA was decreased while the expression of CYCS, SNCA, and VDAC1 was increased, and the expression of the 5 DED-ORGs was decreased. Additionally, it was discovered that N-Acetylcysteine (NAC) could inhibit the occurrence of disulfidptosis in the MPTP-induced PD model. Subsequently, the distribution of target genes with AUC > 0.7 in different cell types of the brain was analyzed. Finally, molecular docking was performed between the anti-PD drugs entering clinical phase IV and the target genes. LRPPRC has low binding energy and strong affinity with duloxetine and donepezil, with binding energies of -7.6 kcal/mol and - 8.7 kcal/mol, respectively.</p><p><strong>Conclusion: </strong>This study elucidates the pathogenic role of OS-induced disulfidptosis in PD progression. By identifying novel diagnostic biomarkers (e.g., DED-ORGs) and therapeutic targets (e.g., LRPPRC), our findings provide a mechanistic framework for PD management and lay the groundwork for future therapeutic development.</p>","PeriodicalId":18851,"journal":{"name":"Molecular Brain","volume":"18 1","pages":"29"},"PeriodicalIF":3.3000,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11971801/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Brain","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13041-025-01200-2","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Parkinson's disease (PD), a globally prevalent neurodegenerative disorder, has been implicated with oxidative stress (OS) as a central pathomechanism. Excessive reactive oxygen species (ROS) trigger neuronal damage and may induce disulfidptosis-a novel cell death modality not yet characterized in PD pathogenesis.

Method: Integrated bioinformatics analyses were conducted using GEO datasets to identify PD-associated differentially expressed genes (DEGs). These datasets were subjected to: immune infiltration analysis, gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), intersection analysis of oxidative stress-related genes (ORGs) and disulfidptosis-related genes (DRGs) for functional enrichment annotation. Following hub gene identification, diagnostic performance was validated using independent cohorts. LASSO regression was applied for feature selection, with subsequent experimental validation in MPTP-induced PD mouse models. Single-cell transcriptomic profiling and molecular docking studies were performed to map target gene expression and assess drug-target interactions.

Result: A total of 1615 PD DEGs and 200 WGCNA DEGs were obtained, and the intersection with ORGs and DRGs resulted in 202 DEORGs, 11 DEDRGs, and 5 DED-ORGs (NDUFS2, LRPPRC, NDUFS1, GLUD1, and MYH6). These genes are mainly associated with oxidative stress, the respiratory electron transport chain, the ATP metabolic process, oxidative phosphorylation, mitochondrial respiration, and the TCA cycle. 10 hub genes have good diagnostic value, including in the validation dataset (AUC ≥ 0.507). LASSO analysis of hub genes yielded a total of 6 target genes, ACO2, CYCS, HSPA9, SNCA, SDHA, and VDAC1. In the MPTP-induced PD mice model, the expression of ACO2, HSPA9, and SDHA was decreased while the expression of CYCS, SNCA, and VDAC1 was increased, and the expression of the 5 DED-ORGs was decreased. Additionally, it was discovered that N-Acetylcysteine (NAC) could inhibit the occurrence of disulfidptosis in the MPTP-induced PD model. Subsequently, the distribution of target genes with AUC > 0.7 in different cell types of the brain was analyzed. Finally, molecular docking was performed between the anti-PD drugs entering clinical phase IV and the target genes. LRPPRC has low binding energy and strong affinity with duloxetine and donepezil, with binding energies of -7.6 kcal/mol and - 8.7 kcal/mol, respectively.

Conclusion: This study elucidates the pathogenic role of OS-induced disulfidptosis in PD progression. By identifying novel diagnostic biomarkers (e.g., DED-ORGs) and therapeutic targets (e.g., LRPPRC), our findings provide a mechanistic framework for PD management and lay the groundwork for future therapeutic development.

靶氧化应激诱导的双曲下垂:帕金森病的新治疗途径。
背景:帕金森病(PD)是一种全球流行的神经退行性疾病,氧化应激(OS)是其主要的发病机制。过多的活性氧(ROS)会引起神经元损伤,并可能导致二硫中毒——一种新的细胞死亡方式,目前尚未在帕金森病的发病机制中发现。方法:利用GEO数据集进行综合生物信息学分析,鉴定pd相关差异表达基因(DEGs)。对这些数据集进行免疫浸润分析、基因集富集分析(GSEA)、加权基因共表达网络分析(WGCNA)、氧化应激相关基因(ORGs)和二硫中毒相关基因(DRGs)的交叉分析,以进行功能富集注释。中枢基因鉴定后,使用独立队列验证诊断性能。采用LASSO回归进行特征选择,并在mptp诱导的PD小鼠模型中进行实验验证。进行单细胞转录组分析和分子对接研究以绘制靶基因表达并评估药物-靶标相互作用。结果:共获得PD DEGs 1615个,WGCNA DEGs 200个,与org和DRGs交叉产生deorg 202个,DEDRGs 11个,ed - org 5个(NDUFS2、LRPPRC、NDUFS1、GLUD1、MYH6)。这些基因主要与氧化应激、呼吸电子传递链、ATP代谢过程、氧化磷酸化、线粒体呼吸和TCA循环有关。验证数据集中有10个枢纽基因具有较好的诊断价值(AUC≥0.507)。中心基因LASSO分析共获得ACO2、CYCS、HSPA9、SNCA、SDHA和VDAC1 6个靶基因。在mptp诱导的PD小鼠模型中,ACO2、HSPA9、SDHA的表达降低,CYCS、SNCA、VDAC1的表达升高,5种ed - orgs的表达降低。此外,我们还发现n -乙酰半胱氨酸(NAC)可以抑制mptp诱导的PD模型中双侧下垂的发生。随后,我们分析了AUC >.7靶基因在不同脑细胞类型中的分布。最后,将进入临床IV期的抗pd药物与靶基因进行分子对接。LRPPRC与度洛西汀和多奈哌齐的结合能较低,结合能分别为-7.6 kcal/mol和- 8.7 kcal/mol。结论:本研究阐明了os诱导的双侧下垂在PD进展中的致病作用。通过鉴定新的诊断性生物标志物(如ed - orgs)和治疗靶点(如LRPPRC),我们的研究结果为PD治疗提供了一个机制框架,并为未来的治疗发展奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Molecular Brain
Molecular Brain NEUROSCIENCES-
CiteScore
7.30
自引率
0.00%
发文量
97
审稿时长
>12 weeks
期刊介绍: Molecular Brain is an open access, peer-reviewed journal that considers manuscripts on all aspects of studies on the nervous system at the molecular, cellular, and systems level providing a forum for scientists to communicate their findings. Molecular brain research is a rapidly expanding research field in which integrative approaches at the genetic, molecular, cellular and synaptic levels yield key information about the physiological and pathological brain. These studies involve the use of a wide range of modern techniques in molecular biology, genomics, proteomics, imaging and electrophysiology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信