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

被引:0
作者
Li, Hao [1 ]
Miao, Lei [2 ]
Wu, Jiayuan [1 ]
Wang, Ye [1 ]
Xia, Jiyuan [1 ]
He, Da [1 ]
机构
[1] Capital Med Univ, Beijing Jishuitan Hosp, Dept Orthoped, Beijing, Peoples R China
[2] Guangdong Univ Foreign Studies, South China Business Coll, Sch Comp Sci, Guangzhou, Peoples R China
关键词
GEO database; intervertebral disc degeneration; cellular senescence; immune infiltration; MAPK1; REPLICATIVE SENESCENCE; PREMATURE SENESCENCE; OXIDATIVE STRESS; ERK2; PROLIFERATION; PATHWAY;
D O I
10.3389/fimmu.2025.1589849
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objective: To identify cell senescence-related genes and immune cell infiltration characteristics in intervertebral disc degeneration (IVDD) using bioinformatics and investigate their biological functions and signaling pathways. Methods: GSE56081 and GSE23130 datasets were downloaded from the Gene Expression Omnibus (GEO) database. The former was used for the analysis of differentially expressed genes (DEGs) and the latter was used as the validation set. Intersection analysis of DEGs and cell senescence-related genes was performed to screen for senescence-related differentially expressed genes (SRDEGs). SRDEGs were analyzed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG). A protein-protein interaction (PPI) network was also drawn, and the hub SRDEGs were obtained using 11 different algorithms. Immune infiltration analysis was then performed. Receiver operating characteristic (ROC) curve and quantitative polymerase chain reaction (qPCR) were used to evaluate the diagnostic value of the hub SRDEGs. Results: Four hub SRDEGs, SP1, FOXO1, ESR1, and MAPK1, were identified. SP1 was downregulated in IVDD, while the other three hub genes were upregulated. ROC curve verification showed that the AUC for SP1, FOXO1, ESR1, and MAPK1 were 0.483, 0.683, 0.683, and 0.725, respectively. RT-qPCR confirmed that MAPK1 expression was higher in the degeneration group (t = 3.229, P <0.001). Immune infiltration analysis demonstrated elevated proportions of CD8 T cells and activated NK cells in IVDD samples, with MAPK1 showing positive correlations with CD8 T cells, activated NK cells, and neutrophils but negative correlations with naive CD4 T cells, B memory cells, and resting NK cells. Conclusion: These findings highlight MAPK1 as a pivotal regulator of cellular senescence and immune cell infiltration in IVDD pathogenesis, offering novel therapeutic targets for intervention.
引用
收藏
页数:14
相关论文
共 38 条
[1]   Cellular senescence in aging and age-related disease: from mechanisms to therapy [J].
Childs, Bennett G. ;
Durik, Matej ;
Baker, Darren J. ;
van Deursen, Jan M. .
NATURE MEDICINE, 2015, 21 (12) :1424-1435
[2]   Human Ageing Genomic Resources: updates on key databases in ageing research [J].
de Magalhaes, Joao Pedro ;
Abidi, Zoya ;
dos Santos, Gabriel Arantes ;
Avelar, Roberto A. ;
Barardo, Diogo ;
Chatsirisupachai, Kasit ;
Clark, Peter ;
De-Souza, Evandro A. ;
Johnson, Emily J. ;
Lopes, Ines ;
Novoa, Guy ;
Senez, Ludovic ;
Talay, Angelo ;
Thornton, Daniel ;
To, Paul Ka Po .
NUCLEIC ACIDS RESEARCH, 2023, 52 (D1) :D900-D908
[3]   MAPK pathways in radiation responses [J].
Dent, P ;
Yacoub, A ;
Fisher, PB ;
Hagan, MP ;
Grant, S .
ONCOGENE, 2003, 22 (37) :5885-5896
[4]   Tumor suppressor activity of the ERK/MAPK pathway by promoting selective protein degradation [J].
Deschenes-Simard, Xavier ;
Gaumont-Leclerc, Marie-France ;
Bourdeau, Veronique ;
Lessard, Frederic ;
Moiseeva, Olga ;
Forest, Valerie ;
Igelmann, Sebastian ;
Mallette, Frederick A. ;
Saba-El-Leil, Marc K. ;
Meloche, Sylvain ;
Saad, Fred ;
Mes-Masson, Anne-Marie ;
Ferbeyre, Gerardo .
GENES & DEVELOPMENT, 2013, 27 (08) :900-915
[5]   OXIDATIVE STRESS INHIBITS THE PROLIFERATION, INDUCES PREMATURE SENESCENCE AND PROMOTES A CATABOLIC PHENOTYPE IN HUMAN NUCLEUS PULPOSUS INTERVERTEBRAL DISC CELLS [J].
Dimozi, A. ;
Mavrogonatou, E. ;
Sklirou, A. ;
Kletsas, D. .
EUROPEAN CELLS & MATERIALS, 2015, 30 :89-103
[6]   MAP kinases in the immune response [J].
Dong, C ;
Davis, RJ ;
Flavell, RA .
ANNUAL REVIEW OF IMMUNOLOGY, 2002, 20 :55-72
[7]   Cyclic mechanical tension reinforces DNA damage and activates the p53-p21-Rb pathway to induce premature senescence of nucleus pulposus cells [J].
Feng, Chencheng ;
Yang, Minghui ;
Zhang, Yang ;
Lan, Minghong ;
Huang, Bo ;
Liu, Huan ;
Zhou, Yue .
INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2018, 41 (06) :3316-3326
[8]  
Gong Tingting, 2022, Zhong Nan Da Xue Xue Bao Yi Xue Ban, V47, P1721, DOI 10.11817/j.issn.1672-7347.2022.220155
[9]   Senescence in cells of the aging and degenerating intervertebral disc -: Immunolocalization of senescence-associated β-galactosidase in human and sand rat discs [J].
Gruber, Helen E. ;
Ingram, Jane A. ;
Norton, H. James ;
Hanley, Edward N., Jr. .
SPINE, 2007, 32 (03) :321-327
[10]   Genome-wide analysis of pain-, nerve- and neurotrophin -related gene expression in the degenerating human annulus [J].
Gruber, Helen E. ;
Hoelscher, Gretchen L. ;
Ingram, Jane A. ;
Hanley, Edward N., Jr. .
MOLECULAR PAIN, 2012, 8