Comprehensive analysis of cuproptosis-related ceRNA network and immune infiltration in diabetic kidney disease

被引:0
|
作者
Lan, Fang [1 ]
Zhao, Jie [1 ]
Liang, Dan [2 ]
Mo, Chao [1 ,2 ]
Shi, Wei [1 ]
机构
[1] Guangxi Univ Chinese Med, Affiliated Hosp 1, Dept Nephrol, 89-9 Dongge Rd, Nanning 530023, Guangxi, Peoples R China
[2] Guangxi Univ Chinese Med, Grad Sch, Nanning 530200, Guangxi, Peoples R China
关键词
Diabetic kidney disease; Cuproptosis; ceRNA network; Immune infiltration; NEPHROPATHY; CELLS;
D O I
10.1016/j.heliyon.2024.e35700
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Diabetic kidney disease (DKD) is the primary contributor to renal failure and poses a severe threat to human health. Accumulating studies demonstrated that competing endogenous RNA (ceRNA) network is involved in cuproptosis and DKD progression. However, the role of cuproptosis-associated ceRNA network and immune infiltration in DKD remains largely unclear. This study aimed to investigate the cuproptosis-related ceRNA regulation network and immune infiltration in DKD. Methods: The rat model of DKD was induced by combining the nephrectomy of the left kidney, high-fat diet, and streptozotocin. Differentially expressed genes (DEGs), miRNAs (DEMs), and lncRNAs (DELs) between normal and DKD rats were obtained. DEGs were intersected with cuproptosis-related genes (CRGs) to obtain DE-CRGs. LncRNAs and miRNAs were predicted based on the DE-CRGs, and they were intersected with DEMs and DELs, respectively. Subsequently, a cuproptosis-associated lncRNA-miRNA-mRNA network was established in DKD. In addition, the relative proportion of 22 infiltrating immune cell types in each sample was calculated, and the relationship between hub DE-CRGs and immune cells was explored. Results: In total, there were 429 DEGs, 22 DEMs, and 48 DELs between CON and MOD groups. Then, 73 DE-CRGs were obtained, which were significantly enriched in 22 pathways, such as MAPK signaling pathway, IL-17 signaling pathway, and TNF signaling pathway. In addition, a core cuproptosis-related ceRNA network that included one lncRNA (USR0000B2476D), one miRNA (miR-34a-3p), and eight mRNAs (Mmp9, Pik3c3, Prom1, Snta1, Slc51b, Ntrk3, Snca, Egf) was established. In addition, 18 hub DE-CRGs were obtained. CIBERSORT algorithms showed that resting dendritic cells and resting NK cells were more infiltrated whereas regulatory T cells were less infiltrated in DKD rats than in normal rats. Spearman's correlation analysis revealed that hub DE-CRGs showed significant positive or negative correlations with naive B cells, regulatory T cells, resting NK cells, M0 macrophages, resting dendritic cells, and resting mast cells. Conclusion: A ceRNA network was comprehensively constructed, and 18 hub DE-CRGs were obtained, which will provide novel insights into the pathologic mechanism elucidation and targeted therapy development of DKD.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Comprehensive analysis of cuproptosis-related long non-coding RNAs in prognosis, immune microenvironment infiltration and chemotherapy response of hepatocellular carcinoma
    Ren, Huili
    Zheng, Jianglin
    Zhu, Ying
    Wang, Leiyun
    Liu, Jianmin
    Xu, Hongfeng
    Dong, Junli
    Zhang, Shaohui
    MEDICINE, 2023, 102 (50) : E36611
  • [42] Comprehensive analysis of cuproptosis-related lncRNAs for prognostic significance and immune microenvironment characterization in hepatocellular carcinoma
    Li, Duguang
    Jin, Shengxi
    Chen, Peng
    Zhang, Yiyin
    Li, Yirun
    Zhong, Cheng
    Fan, Xiaoxiao
    Lin, Hui
    FRONTIERS IN IMMUNOLOGY, 2023, 13
  • [43] Comprehensive analysis of cuproptosis-related immune biomarker signature to enhance prognostic accuracy in gastric cancer
    Li, Jie
    Yu, Tian
    Sun, Juan
    Zeng, Ziyang
    Liu, Zhen
    Ma, Mingwei
    Zheng, Zicheng
    He, Yixuan
    Kang, Weiming
    AGING-US, 2023, 15 (07): : 2772 - 2796
  • [44] The cuproptosis-related signature predicts the prognosis and immune microenvironments of primary diffuse gliomas: a comprehensive analysis
    Chang, Tao
    Wu, Yihan
    Niu, Xiaodong
    Guo, Zhiwei
    Gan, Jiahao
    Wang, Xiang
    Liu, Yanhui
    Pan, Qi
    Mao, Qing
    Yang, Yuan
    HUMAN GENOMICS, 2024, 18 (01)
  • [45] Identification of cuproptosis-related biomarkers and analysis of immune infiltration in allograft lung ischemia-reperfusion injury
    Qin, Jianying
    Xiao, Xiaoyue
    Li, Silin
    Wen, Ning
    Qin, Ke
    Li, Haibin
    Wu, Jihua
    Lu, Bing
    Li, Minghu
    Sun, Xuyong
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2023, 10
  • [46] Comprehensive Analysis of ceRNA Network and Immune Cell Infiltration Pattern of Autophagy-Related Genes in IgA Nephropathy
    Zhang, Huaying
    Lu, Huiai
    Zhan, Bicui
    Shi, He
    Shui, Bingjie
    KIDNEY & BLOOD PRESSURE RESEARCH, 2024, 49 (01): : 528 - 547
  • [47] Prediction of immune infiltration and prognosis for patients with cholangiocarcinoma based on a cuproptosis-related lncRNA signature
    Yao, Hong-Fei
    He, Min
    Zhu, Yu-Heng
    Zhang, Bo
    Chen, Peng-Cheng
    Huo, Yan-Miao
    Zhang, Jun-Feng
    Yang, Chao
    HELIYON, 2024, 10 (01)
  • [48] Identification and Validation of Cuproptosis-Related Signature to Predict Prognosis and Characterize Tumor Immune Infiltration in Kidney Clear Cell Carcinoma
    Ding, Yan
    Zhao, Lei
    Zhang, Lijun
    Zhang, Xuanzhi
    Gu, Ting
    Zhang, Yanjin
    Bu, Liwen
    Zhang, Shuyi
    Luo, Jue
    INDIAN JOURNAL OF SURGICAL ONCOLOGY, 2025,
  • [49] Cuproptosis-related signature predicts prognosis and indicates tumor immune infiltration in bladder cancer
    Sheng, Haoyue
    Gu, Jiani
    Huang, Yongqiang
    Kolat, Damian
    Shi, Guohai
    Yan, Lihua
    Ye, Dingwei
    TRANSLATIONAL ANDROLOGY AND UROLOGY, 2024, 13 (10)
  • [50] Comprehensive Analysis of Cuproptosis-Related Genes in Prognosis and Immune Infiltration of Hepatocellular Carcinoma Based on Bulk and Single-Cell RNA Sequencing Data
    Yang, Chenglei
    Guo, Yanlin
    Wu, Zongze
    Huang, Juntao
    Xiang, Bangde
    CANCERS, 2022, 14 (22)