Identification of cellular senescence-related genes and immune cell infiltration characteristics in intervertebral disc degeneration

被引:2
作者
Wang, Muyi [1 ,2 ]
Wang, Hao [1 ,2 ]
Wang, Xin [1 ,2 ]
Shen, Yifei [1 ,2 ]
Zhou, Dong [3 ]
Jiang, Yuqing [1 ,2 ]
机构
[1] Nanjing Med Univ, Affiliated Changzhou Peoples Hosp 2, Dept Orthoped, Changzhou, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Changzhou Med Ctr, Changzhou, Jiangsu, Peoples R China
[3] Nantong Univ, Affiliated Changzhou Childrens Hosp, Dept Orthoped, Changzhou, Jiangsu, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2024年 / 15卷
基金
中国国家自然科学基金;
关键词
intervertebral disc degeneration; cellular senescence; nucleus pulposus cells; consensus cluster analysis; immune infiltration;
D O I
10.3389/fimmu.2024.1439976
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background Intervertebral disc degeneration (IDD) progression involves multiple factors, including loss of nucleus pulposus cells and extracellular matrix as the basic pathological mechanism of degeneration, and is closely related to cellular senescence and immune cell infiltration. The aim of study was to identify critical cellular senescence-related genes and immune cell infiltration characteristics in IDD.Methods Four datasets, including GSE70362, GSE112216, GSE114169, and GSE150408, were downloaded from the Gene Expression Omnibus database. The senescence-related genes were acquired from the CellAge Database and intersected with differentially expressed genes (DEGs) between IDD and control samples for senescence-related DEGs (SRDEGs). Protein-protein interaction (PPI) network analysis was performed to obtain ten hub SRDEGs. A consensus cluster analysis based on these hub genes was performed to divide the patients into clusters. The functional enrichment, and immune infiltration statuses of the clusters were compared. Weighted gene co-expression network analysis was used to identified key gene modules. The overlapping genes from key modules, DEGs of clusters and hub SRDEGs were intersected to obtain potential biomarkers. To verify the expression of potential biomarkers, quantitative polymerase chain reaction (qPCR) and immunohistochemistry were performed by using human intervertebral disc tissues.Results In the GSE70362 dataset, a total of 364 DEGs were identified, of which 150 were upregulated and 214 were downregulated, and 35 genes were selected as SRDEGs. PPI analysis revealed ten hub SRDEGs and consensus cluster analysis divided the patients into two clusters. Compared to Cluster 2, Cluster 1 was highly enriched in extracellular matrix organization and various metabolic process. The level of Follicular T helper cells in the Cluster 1 was significantly higher than that in the Cluster 2. IGFBP3 and NQO1 were identified as potential biomarkers. The remaining 3 datasets, and the result of qPCR and immunohistochemistry showed that the expression levels of NQO1 and IGFBP3 in the degenerated group were higher than those in the control or treatment groups.Conclusion Senescence-related genes play a key role in the development and occurrence of IDD. IGFBP3 and NQO1 are strongly correlated with immune infiltration in the IDD and could become novel therapeutic targets that prevent the progression of IDD.
引用
收藏
页数:14
相关论文
共 33 条
[1]   Signaling Pathways of the Insulin-like Growth Factor Binding Proteins [J].
Baxter, Robert C. .
ENDOCRINE REVIEWS, 2023, 44 (05) :753-778
[2]   Mechanisms and therapeutic implications of cellular senescence in osteoarthritis [J].
Coryell, Philip R. ;
Diekman, Brian O. ;
Loeser, Richard F. .
NATURE REVIEWS RHEUMATOLOGY, 2021, 17 (01) :47-57
[3]   T Follicular Helper Cell Differentiation, Function, and Roles in Disease [J].
Crotty, Shane .
IMMUNITY, 2014, 41 (04) :529-542
[4]   Current status and development direction of immunomodulatory therapy for intervertebral disk degeneration [J].
Gao, Yanbing ;
Chen, Xiyue ;
Zheng, Guan ;
Lin, Maoqiang ;
Zhou, Haiyu ;
Zhang, Xiaobo .
FRONTIERS IN MEDICINE, 2023, 10
[5]   NQR1 controls lifespan by regulating the promotion of respiratory metabolism in yeast [J].
Jimenez-Hidalgo, Maria ;
Santos-Ocana, Carlos ;
Padilla, Sergio ;
Villalba, Jose M. ;
Lopez-Lluch, Guillermo ;
Martin-Montalvo, Alejandro ;
Minor, Robin K. ;
Sinclair, David A. ;
de Cabo, Rafael ;
Navas, Placido .
AGING CELL, 2009, 8 (02) :140-151
[6]   Regulators of Tfh Cell Differentiation [J].
Jogdand, Gajendra M. ;
Mohanty, Suchitra ;
Devadas, Satish .
FRONTIERS IN IMMUNOLOGY, 2016, 7
[7]   Regulation of replicative senescence by insulin-like growth factor-binding protein 3 in human umbilical vein endothelial cells [J].
Kim, Kwang Seok ;
Kim, Min-Sun ;
Seu, Young Bae ;
Chung, Hae Young ;
Kim, Jung Hye ;
Kim, Jae-Ryong .
AGING CELL, 2007, 6 (04) :535-545
[8]   Cellular Senescence: Molecular Targets, Biomarkers, and Senolytic Drugs [J].
Kudlova, Natalie ;
De Sanctis, Juan Bautista ;
Hajduch, Marian .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (08)
[9]   NQO1 Stabilizes p53 in Response to Oncogene-Induced Senescence [J].
Liu, Kaiyu ;
Jin, Bo ;
Wu, Chenglin ;
Yang, Jianming ;
Zhan, Xiangwen ;
Wang, Le ;
Shen, Xiaomeng ;
Chen, Jing ;
Chen, Hao ;
Mao, Zebin .
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2015, 11 (07) :762-771
[10]   Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses [J].
Liu, Xiao-Wei ;
Xu, Hao-Wei ;
Yi, Yu-Yang ;
Zhang, Shu-Bao ;
Wang, Shan-Jin .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11