Wen Xiaofen, Zhu Jianling, Xi Didi, Chen Minna, Zeng De, Xue Wenwu, Lin Danxia, Shen Jiaxin
Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, 515031, China.
Department of Pathology, Cancer Hospital of Shantou University Medical College, Shantou , 515031, Guangdong, China.
Hereditas. 2025 Jun 18;162(1):106. doi: 10.1186/s41065-025-00476-7.
This study aimed to evaluate the prognostic significance of epithelial zinc finger protein (EZF/KLF4) in lung adenocarcinoma (LAC) and explore its potential roles in tumor progression and immune regulation.
EZF expression and its associations with clinical characteristics were analyzed using TCGA and GEO datasets, and validated by immunohistochemistry in 25 paired LAC and adjacent normal tissues. Mechanistic insights were investigated through protein-protein interaction networks, gene set enrichment analysis (GSEA), DNA methylation profiling, and immune cell infiltration analysis via single-sample GSEA. A prognostic nomogram incorporating EZF expression, pT and pN stages, and residual tumor status was constructed using Cox regression modeling.
EZF expression was significantly downregulated in LAC tissues compared to normal tissues across multiple cohorts (P < 0.001), yet paradoxically associated with advanced tumor stages and worse overall, disease-specific, and progression-free survival. Functional analyses revealed EZF-associated pathways enriched in immune modulation. EZF expression correlated strongly with infiltrating immune cells, including NK cells, eosinophils, mast cells, and neutrophils. Hypomethylation of the EZF promoter was linked to poor prognosis. The constructed nomogram exhibited strong predictive accuracy for patient outcomes.
EZF functions as a context-dependent regulator in LAC and may act as a prognostic biomarker by modulating tumor-immune interactions. These findings offer novel insights into the integration of molecular and immune features for personalized risk stratification and therapeutic guidance in LAC.
本研究旨在评估上皮锌指蛋白(EZF/KLF4)在肺腺癌(LAC)中的预后意义,并探讨其在肿瘤进展和免疫调节中的潜在作用。
利用TCGA和GEO数据集分析EZF表达及其与临床特征的关联,并通过免疫组化在25对LAC及癌旁正常组织中进行验证。通过蛋白质-蛋白质相互作用网络、基因集富集分析(GSEA)、DNA甲基化谱分析以及通过单样本GSEA进行免疫细胞浸润分析来研究其机制。使用Cox回归模型构建包含EZF表达、pT和pN分期以及残留肿瘤状态的预后列线图。
在多个队列中,与正常组织相比,LAC组织中EZF表达显著下调(P < 0.001),但矛盾的是,其与肿瘤晚期以及较差的总生存期、疾病特异性生存期和无进展生存期相关。功能分析显示,与EZF相关的通路在免疫调节中富集。EZF表达与浸润性免疫细胞,包括自然杀伤细胞、嗜酸性粒细胞、肥大细胞和中性粒细胞密切相关。EZF启动子的低甲基化与预后不良有关。构建的列线图对患者预后具有很强的预测准确性。
EZF在LAC中作为一种上下文依赖的调节因子发挥作用,并可能通过调节肿瘤-免疫相互作用作为一种预后生物标志物。这些发现为整合分子和免疫特征以进行LAC的个性化风险分层和治疗指导提供了新的见解。