Exploring GZMK as a prognostic marker and predictor of immunotherapy response in breast cancer: unveiling novel insights into treatment outcomes

被引:0
作者
Li, Zitao [1 ,2 ,3 ]
Xie, Qiqi [2 ,3 ]
Zhao, Fuxing [2 ,3 ]
Huo, Xinfa [2 ,3 ]
Ren, Dengfeng [2 ,3 ]
Liu, Zhilin [2 ,3 ]
Zhou, Xiaofeng [4 ]
Shen, Guoshuang [2 ,3 ]
Zhao, Jiuda [1 ,2 ,3 ]
机构
[1] Qinghai Univ, Fdn High Altitude Med Res Qinghai Prov,Lab High Al, Res Ctr High Altitude Med,Qinghai Utah Joint Res K, Key Lab High Altitude Med,Minist Educ,Key Lab Appl, Xining 810000, Peoples R China
[2] Qinghai Univ, Affiliated Hosp, Breast Dis Diag & Treatment Ctr, Xining 810000, Peoples R China
[3] Qinghai Univ, Affiliated Canc Hosp, Xining 810000, Peoples R China
[4] Qinghai Univ, Affiliated Hosp, Pathol Dept, Xining 810000, Peoples R China
关键词
GZMK; Prognosis; Immunotherapy; Breast cancer; Apoptosis; GRANZYME-B; CYTOTOXICITY; CHALLENGES; PERFORIN; STRESS; CELLS;
D O I
10.1007/s00432-024-05791-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Granzyme K (GZMK) is a crucial mediator released by immune cells to eliminate tumor cells, playing significant roles in inflammation and tumorigenesis. Despite its importance, the specific role of GZMK in breast cancer and its mechanisms are not well understood. Methods We utilized data from the TCGA and GEO databases and employed a range of analytical methods including GO, KEGG, GSEA, ssGSEA, and PPI to investigate the impact of GZMK on breast cancer. In vitro studies, including RT-qPCR, CCK-8 assay, cell cycle experiments, apoptosis assays, Celigo scratch assays, Transwell assays, and immunohistochemical methods, were conducted to validate the effects of GZMK on breast cancer cells. Additionally, Cox regression analysis integrating TCGA and our clinical data was used to develop an overall survival (OS) prediction model. Results Analysis of clinical pathological features revealed significant correlations between GZMK expression and lymph node staging, differentiation grade, and molecular breast cancer subtypes. High GZMK expression was associated with improved OS, progression-free survival (PFS), and recurrence-free survival (RFS), as confirmed by multifactorial Cox regression analysis. Functional and pathway enrichment analyses of genes positively correlated with GZMK highlighted involvement in lymphocyte differentiation, T cell differentiation, and T cell receptor signaling pathways. A robust association between GZMK expression and T cell presence was noted in the breast cancer tumor microenvironment (TME), with strong correlations with ESTIMATEScore (Cor = 0.743, P < 0.001), ImmuneScore (Cor = 0.802, P < 0.001), and StromalScore (Cor = 0.516, P < 0.001). GZMK also showed significant correlations with immune checkpoint molecules, including CTLA4 (Cor = 0.856, P < 0.001), PD-1 (Cor = 0.82, P < 0.001), PD-L1 (Cor = 0.56, P < 0.001), CD48 (Cor = 0.75, P < 0.001), and CCR7 (Cor = 0.856, P < 0.001). Studies indicated that high GZMK expression enhances patient responsiveness to immunotherapy, with higher levels observed in responsive patients compared to non-responsive ones. In vitro experiments confirmed that GZMK promotes cell proliferation, cell division, apoptosis, cell migration, and invasiveness (P < 0.05). Conclusion Our study provides insights into the differential expression of GZMK in breast cancer and its potential mechanisms in breast cancer pathogenesis. Elevated GZMK expression is associated with improved OS and RFS, suggesting its potential as a prognostic marker for breast cancer survival and as a predictor of the efficacy of immunotherapy.
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页数:21
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