Prognostic role of CDCA3 in lung adenocarcinoma with immune infiltration

免疫系统 肺癌 癌症研究 基因敲除 免疫疗法 腺癌 流式细胞术 医学 细胞毒性T细胞 免疫组织化学 渗透(HVAC) 转录组 细胞凋亡 免疫检查点 下调和上调 化疗 生物标志物 肿瘤浸润淋巴细胞 CD8型 T细胞 生物 基因表达谱 细胞 免疫学 基因表达 临床意义 PD-L1 肿瘤科 细胞周期 癌症 癌细胞
作者
Yanyan Li,Xinyao Xu,J D Zhang,Chenghui Jia,Liang-Guan,Qirui Zhao,Pengyu Jing,Qiang Lu
出处
期刊:Scientific Reports [Springer Nature]
标识
DOI:10.1038/s41598-025-34254-2
摘要

Lung cancer is a leading cause of cancer-related deaths, often resistant to conventional therapies like platinum-based chemotherapy. Identifying new biomarkers and therapeutic targets is essential for improving outcomes. In this study, we explored the role of CDCA3 in lung adenocarcinoma (LUAD) as a prognostic marker and its association with immune cell infiltration and immunotherapy. Using data from The Cancer Genome Atlas (TCGA), we evaluated CDCA3 expression and its prognostic significance through Kaplan-Meier survival analysis. Our results showed that CDCA3 was significantly upregulated in LUAD tumor tissues compared to normal tissues, with higher CDCA3 expression linked to poorer overall survival. Additionally, CDCA3 expression correlated with clinical features such as age, gender, cancer stage, and smoking status. Immune infiltration analysis revealed significant associations with CD4-activated memory T cells and macrophages. Single‑cell transcriptomics revealed that the proportions of CD8⁺ exhausted T cells, CD8⁺ cytotoxic T cells, M1 macrophages and M2 macrophages varied in association with CDCA3 expression levels in LUAD. CDCA3 expression also correlated with immune scores and immune checkpoint gene expression. Drug sensitivity analysis using the "oncoPredict" R package suggested that CDCA3 expression may influence chemotherapy responses. In vitro experiments in A549 cells showed that CDCA3 knockdown significantly reduced CDCA3 expression at both the mRNA and protein levels. While flow cytometry indicated increased apoptosis in CDCA3-knockdown cells, suggesting CDCA3's role in promoting LUAD cell proliferation and survival. These findings indicated that CDCA3 could serve as a valuable prognostic biomarker in LUAD, influencing prognosis, immune response, and drug sensitivity, potentially guiding therapeutic and immunotherapy decisions.
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