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.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] The mechanism of cuproptosis in Parkinson's disease
    Huang, Min
    Zhang, Yong
    Liu, Xuehong
    AGEING RESEARCH REVIEWS, 2024, 95
  • [2] Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data
    Su, Chang
    Hou, Yu
    Xu, Jielin
    Xu, Zhenxing
    Zhou, Manqi
    Ke, Alison
    Li, Haoyang
    Xu, Jie
    Brendel, Matthew
    Maasch, Jacqueline R. M. A.
    Bai, Zilong
    Zhang, Haotan
    Zhu, Yingying
    Cincotta, Molly C.
    Shi, Xinghua
    Henchcliffe, Claire
    Leverenz, James B.
    Cummings, Jeffrey
    Okun, Michael S.
    Bian, Jiang
    Cheng, Feixiong
    Wang, Fei
    NPJ DIGITAL MEDICINE, 2024, 7 (01):
  • [3] Identification and immunological characterization of cuproptosis-related molecular clusters in Alzheimer's disease
    Lai, Yongxing
    Lin, Chunjin
    Lin, Xing
    Wu, Lijuan
    Zhao, Yinan
    Lin, Fan
    FRONTIERS IN AGING NEUROSCIENCE, 2022, 14
  • [4] Identification of a Novel Cuproptosis-Related Gene Signature and Integrative Analyses in Thyroid Cancer
    Huang, Jiapeng
    Shi, Jinyuan
    Wu, Pu
    Sun, Wei
    Zhang, Dalin
    Wang, Zhihong
    Ji, Xiaoyu
    Lv, Chengzhou
    Zhang, Ting
    Zhang, Ping
    Zhang, Hao
    JOURNAL OF CLINICAL MEDICINE, 2023, 12 (05)
  • [5] Significance of Cuproptosis-related genes in immunological characterization, diagnosis and clusters classification in Parkinson's disease
    Zhong, Zhe
    Wang, Huiqing
    Ye, Min
    Yan, Fuling
    CELLULAR AND MOLECULAR BIOLOGY, 2023, 69 (12) : 124 - 130
  • [6] Identification of cuproptosis-realated key genes and pathways in Parkinson's disease via bioinformatics analysis
    Song, Jia
    Li, Jia
    Pei, Xiaochen
    Chen, Jiajun
    Wang, Lin
    PLOS ONE, 2024, 19 (04):
  • [7] Case clusters of Parkinson's disease
    Torrey, E. Fuller
    Miller, Judy
    Bowler, Ann
    CLINICAL PARKINSONISM & RELATED DISORDERS, 2023, 9
  • [8] Editorial: Integrative Approach to Parkinson's Disease
    Kim, Seung-Nam
    Wang, Xiaomin
    Park, Hi-Joon
    FRONTIERS IN AGING NEUROSCIENCE, 2019, 11
  • [9] Identification of gut metabolites associated with Parkinson's disease using bioinformatic analyses
    Yan, Jun
    Feng, Xia
    Zhou, Xia
    Zhao, Mengjie
    Xiao, Hong
    Li, Rui
    Shen, Hong
    FRONTIERS IN AGING NEUROSCIENCE, 2022, 14
  • [10] Identification of a novel cuproptosis-related gene signature and integrative analyses in patients with lower-grade gliomas
    Bao, Jia-hao
    Lu, Wei-cheng
    Duan, Hao
    Ye, Ya-qi
    Li, Jiang-bo
    Liao, Wen-ting
    Li, Yong-chun
    Sun, Yang-peng
    FRONTIERS IN IMMUNOLOGY, 2022, 13