Prognostic Significance of R-Loops in Lung Adenocarcinoma: Implications for Immune Response and Drug Sensitivity.

IF 2.6 4区 医学 Q3 ONCOLOGY
Cancer Management and Research Pub Date : 2025-08-12 eCollection Date: 2025-01-01 DOI:10.2147/CMAR.S533571
Jianjun Jiang, Yingxin Zhang, Biying Men, Yujing He, Liang Yun, Fangfang Li, Xuguang Rao, Kaican Cai, Shuan Rao
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引用次数: 0

Abstract

Background: R-loops, RNA-DNA hybrid structures, play essential roles in maintaining genomic stability and regulating transcription. This study aims to identify key R-loop regulatory genes as prognostic markers for LUAD and explore their associations with immunotherapy response and drug sensitivity, supporting personalized treatment strategies.

Methods: We integrated 1771 R-loops genes with differentially expressed genes in LUAD. Through univariate Cox, LASSO, and multivariate Cox analyses, we constructed an R-loops prognostic risk score (R-loops Score) and validated it in three independent GEO cohorts. Correlations with clinical variables, immune features, and drug response were examined. Key genes were further evaluated by qPCR and Western blot in LUAD cell lines and tumor tissues.

Results: Patients with high R-loops Scores had significantly poorer overall survival compared with low-score patients. A nomogram combining the R-loops Score and clinical factors achieved AUCs of 0.732, 0.713, and 0.719 for predicting 1-, 2-, and 5-year OS, respectively. Pathway enrichment indicated that high-score tumors were enriched in cell cycle regulation, phase separation, and epithelial-mesenchymal transition. High R-loops Scores were associated with male sex, advanced stages, immune evasion and immunotherapy resistance, but increased chemotherapy and targeted therapy sensitivity. EIF3B was further validated as a key gene through analysis of a local patient cohort.

Conclusion: The R-loops Score represents a promising prognostic tool for LUAD, offering valuable insights into survival outcomes, immune characteristics and drug responsiveness. Notably, qPCR and Western blot validation consistently confirmed EIF3B as a key gene, further supporting their potential as biomarkers. These results support future research and serve as a reference for the personalized precision treatment of LUAD.

肺腺癌r环的预后意义:免疫反应和药物敏感性的意义。
背景:r环是RNA-DNA杂交结构,在维持基因组稳定性和调控转录方面发挥着重要作用。本研究旨在确定关键的r环调控基因作为LUAD的预后标志物,并探讨其与免疫治疗反应和药物敏感性的关系,为个性化治疗策略提供支持。方法:将1771个R-loops基因与LUAD的差异表达基因进行整合。通过单变量Cox、LASSO和多变量Cox分析,我们构建了R-loops预后风险评分(R-loops score),并在三个独立的GEO队列中进行了验证。研究了与临床变量、免疫特征和药物反应的相关性。通过qPCR和Western blot进一步检测LUAD细胞株和肿瘤组织中的关键基因。结果:高R-loops评分患者的总生存期明显低于低R-loops评分患者。结合R-loops评分和临床因素的nomogram预测1年、2年和5年OS的auc分别为0.732、0.713和0.719。通路富集表明,高评分肿瘤在细胞周期调控、相分离、上皮间质转化等方面富集。高R-loops评分与男性、晚期、免疫逃避和免疫治疗抵抗相关,但增加了化疗和靶向治疗的敏感性。通过对当地患者队列的分析,进一步验证了EIF3B是一个关键基因。结论:R-loops评分是一种很有前景的LUAD预后工具,为生存结果、免疫特性和药物反应性提供了有价值的见解。值得注意的是,qPCR和Western blot验证一致证实EIF3B是关键基因,进一步支持其作为生物标志物的潜力。这些结果支持了未来的研究,并为LUAD的个性化精准治疗提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cancer Management and Research
Cancer Management and Research Medicine-Oncology
CiteScore
7.40
自引率
0.00%
发文量
448
审稿时长
16 weeks
期刊介绍: Cancer Management and Research is an international, peer reviewed, open access journal focusing on cancer research and the optimal use of preventative and integrated treatment interventions to achieve improved outcomes, enhanced survival, and quality of life for cancer patients. Specific topics covered in the journal include: ◦Epidemiology, detection and screening ◦Cellular research and biomarkers ◦Identification of biotargets and agents with novel mechanisms of action ◦Optimal clinical use of existing anticancer agents, including combination therapies ◦Radiation and surgery ◦Palliative care ◦Patient adherence, quality of life, satisfaction The journal welcomes submitted papers covering original research, basic science, clinical & epidemiological studies, reviews & evaluations, guidelines, expert opinion and commentary, and case series that shed novel insights on a disease or disease subtype.
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