Document detail
ID

doi:10.1007/s00432-024-05791-6...

Author
Li, Zitao Xie, Qiqi Zhao, Fuxing Huo, Xinfa Ren, Dengfeng Liu, Zhilin Zhou, Xiaofeng Shen, Guoshuang Zhao, Jiuda
Langue
en
Editor

Springer

Category

Medicine & Public Health

Year

2024

listing date

6/5/2024

Keywords
gzmk prognosis immunotherapy breast cancer apoptosis analysis correlations cells assays methods significant differentiation immunotherapy breast cancer < 0 cor = 0 001 expression gzmk
Metrics

Abstract

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.

Li, Zitao,Xie, Qiqi,Zhao, Fuxing,Huo, Xinfa,Ren, Dengfeng,Liu, Zhilin,Zhou, Xiaofeng,Shen, Guoshuang,Zhao, Jiuda, 2024, Exploring GZMK as a prognostic marker and predictor of immunotherapy response in breast cancer: unveiling novel insights into treatment outcomes, Springer

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