Identification of Cuproptosis Clusters and Integrative Analyses in Parkinson's Disease

被引:3
|
作者
Zhang, Moxuan [1 ,2 ,3 ]
Meng, Wenjia [4 ]
Liu, Chong [1 ,2 ,3 ]
Wang, Huizhi [1 ,2 ,3 ]
Li, Renpeng [1 ,2 ,3 ]
Wang, Qiao [1 ,2 ,3 ]
Gao, Yuan [1 ,2 ,3 ]
Zhou, Siyu [1 ,2 ,3 ]
Du, Tingting [1 ,3 ]
Yuan, Tianshuo [1 ,2 ,3 ]
Shi, Lin [2 ]
Han, Chunlei [2 ,3 ]
Meng, Fangang [1 ,2 ,3 ,5 ]
机构
[1] Capital Med Univ, Beijing Neurosurg Inst, Beijing 100070, Peoples R China
[2] Capital Med Univ, Beijing Tiantan Hosp, Dept Neurosurg, Beijing 100070, Peoples R China
[3] Beijing Key Lab Neurostimulat, Beijing 100070, Peoples R China
[4] Tianjin Med Univ, Clin Sch, Tianjin 300270, Peoples R China
[5] Chinese Inst Brain Res, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Parkinson's disease; cuproptosis; molecular subtypes; immune infiltration; LASSO analysis; prediction model; MITOCHONDRIAL DYSFUNCTION; OXIDATIVE STRESS; PACKAGE; NEURONS; CELLS; DNA;
D O I
10.3390/brainsci13071015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Parkinson's disease (PD) is the second most common neurodegenerative disease; it mainly occurs in the elderly population. Cuproptosis is a newly discovered form of regulated cell death involved in the progression of various diseases. Combining multiple GEO datasets, we analyzed the expression profile and immunity of cuproptosis-related genes (CRGs) in PD. Dysregulated CRGs and differential immune responses were identified between PD and non-PD substantia nigra. Two CRG clusters were defined in PD. Immune analysis suggested that CRG cluster 1 was characterized by a high immune response. The enrichment analysis showed that CRG cluster 1 was significantly enriched in immune activation pathways, such as the Notch pathway and the JAK-STAT pathway. KIAA0319, AGTR1, and SLC18A2 were selected as core genes based on the LASSO analysis. We built a nomogram that can predict the occurrence of PD based on the core genes. Further analysis found that the core genes were significantly correlated with tyrosine hydroxylase activity. This study systematically evaluated the relationship between cuproptosis and PD and established a predictive model for assessing the risk of cuproptosis subtypes and the outcome of PD patients. This study provides a new understanding of PD-related molecular mechanisms and provides new insights into the treatment of PD.
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收藏
页数:18
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