The integrated analysis of PRDX3 in lung cancer: biomarker potential and therapeutic target prospects.

IF 5.8 2区 医学 Q1 Medicine
Qi Kong, Lei Zhang, Shuang Gong, Yue Wu, Jue Wang
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引用次数: 0

Abstract

Background: Lung cancer remains the malignant tumor with the highest global incidence and mortality, posing a severe threat to public health. Peroxiredoxin 3 (PRDX3), a well-characterized ferroptosis biomarker, has been implicated in lung cancer progression. Accumulating evidence suggests that PRDX3 may serve as a core gene and potential biomarker, which is critical for elucidating pathogenesis, improving diagnostic accuracy, and developing targeted therapeutic strategies for lung cancer.

Methods: To systematically investigate the expression pattern of PRDX3 and its clinical relevance in lung cancer, we integrated multiple bioinformatics tools and public datasets to analyze PRDX3 expression across pan-cancer cohorts, major lung cancer subtypes, and patient subgroups stratified by sex, age, and clinical stage. Furthermore, we evaluated the correlation between PRDX3 expression and immunotherapeutic-related factors, and performed multivariate survival analysis to validate its independent prognostic value. Additionally, protein-protein interaction (PPI) networking and co-expression analysis were employed to explore the functional interactions of PRDX3 with core ferroptosis regulators and immune microenvironment modulators.

Results: PRDX3 was significantly upregulated in multiple malignant tumors, including LUAD and LUSC, with minimal variations in expression levels across different sex, age, and clinical stage subgroups. High PRDX3 expression was independently associated with significantly poorer clinical prognosis in lung cancer, particularly in the LUAD subtype. Pathway enrichment analysis revealed that immune activation, immune inhibition, and MHC molecule-related signaling pathways were closely correlated with altered PRDX3 expression in both LUAD and LUSC, with distinct subtype-specific patterns. PPI networking demonstrated that PRDX3 exhibited positive co-expression with core ferroptosis regulators (GPX4, TXN2) and interacted with components of the thioredoxin system (TXNRD2, TXN), indicating its potential involvement in regulating cellular redox homeostasis and ferroptosis. Single-cell analysis further confirmed PRDX3 expression in lung cancer cells and key immune cell subsets (T cells, macrophages), with higher expression levels observed in LUAD than in LUSC.

Conclusions: These correlative findings suggest that PRDX3 may play a pivotal role in lung cancer pathogenesis, potentially through mechanisms involving ferroptosis regulation via interaction with GPX4 and the thioredoxin system, redox homeostasis maintenance, and subtype-specific immune microenvironment modulation. Collectively, PRDX3 represents a promising independent prognostic biomarker for lung cancer, especially for LUAD, and a potential therapeutic target for ferroptosis-based and immunotherapeutic strategies.

PRDX3在肺癌中的综合分析:生物标志物潜力和治疗靶点前景。
背景:肺癌仍然是全球发病率和死亡率最高的恶性肿瘤,对公众健康构成严重威胁。过氧化氧还蛋白3 (PRDX3)是一种特征明确的铁下垂生物标志物,与肺癌进展有关。越来越多的证据表明,PRDX3可能作为核心基因和潜在的生物标志物,对阐明肺癌发病机制、提高诊断准确性和制定靶向治疗策略至关重要。方法:为了系统地研究PRDX3的表达模式及其在肺癌中的临床相关性,我们整合了多种生物信息学工具和公共数据集,分析了PRDX3在泛癌症队列、主要肺癌亚型和按性别、年龄和临床分期分层的患者亚组中的表达。此外,我们评估了PRDX3表达与免疫治疗相关因素的相关性,并进行了多变量生存分析以验证其独立预后价值。此外,通过蛋白-蛋白相互作用(PPI)网络和共表达分析,探讨PRDX3与核心铁下沉调节因子和免疫微环境调节剂的功能相互作用。结果:PRDX3在包括LUAD和LUSC在内的多种恶性肿瘤中表达水平显著上调,在不同性别、年龄和临床分期亚组中表达水平差异极小。PRDX3高表达与肺癌,尤其是LUAD亚型的临床预后显著较差独立相关。途径富集分析显示,在LUAD和LUSC中,免疫激活、免疫抑制和MHC分子相关信号通路与PRDX3表达的改变密切相关,具有不同的亚型特异性模式。PPI网络显示PRDX3与核心铁死亡调节因子(GPX4, TXN2)共表达阳性,并与硫氧还蛋白系统组分(TXNRD2, TXN)相互作用,表明其可能参与调节细胞氧化还原稳态和铁死亡。单细胞分析进一步证实PRDX3在肺癌细胞和关键免疫细胞亚群(T细胞、巨噬细胞)中表达,且在LUAD中的表达水平高于LUSC。结论:这些相关发现提示PRDX3可能在肺癌发病过程中发挥关键作用,可能通过GPX4与硫氧还蛋白系统的相互作用、氧化还原稳态维持和亚型特异性免疫微环境调节来调节铁凋亡。总的来说,PRDX3代表了一种有希望的肺癌独立预后生物标志物,特别是LUAD,以及基于铁中毒和免疫治疗策略的潜在治疗靶点。
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来源期刊
Respiratory Research
Respiratory Research RESPIRATORY SYSTEM-
CiteScore
9.70
自引率
1.70%
发文量
314
审稿时长
4-8 weeks
期刊介绍: Respiratory Research publishes high-quality clinical and basic research, review and commentary articles on all aspects of respiratory medicine and related diseases. As the leading fully open access journal in the field, Respiratory Research provides an essential resource for pulmonologists, allergists, immunologists and other physicians, researchers, healthcare workers and medical students with worldwide dissemination of articles resulting in high visibility and generating international discussion. Topics of specific interest include asthma, chronic obstructive pulmonary disease, cystic fibrosis, genetics, infectious diseases, interstitial lung diseases, lung development, lung tumors, occupational and environmental factors, pulmonary circulation, pulmonary pharmacology and therapeutics, respiratory immunology, respiratory physiology, and sleep-related respiratory problems.
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