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

灵敏度(控制系统) 免疫系统 药品 肺 腺癌 医学 内科学 肿瘤科 免疫学 药理学 癌症 工程类 电子工程
作者
Jianjun Jiang,Yingxin Zhang,Biying Men,Yinghua He,Yun Liang,Fangfang Li,Xuguang Rao,Kaican Cai,Shuan Rao
出处
期刊:Cancer management and research [Dove Medical Press]
卷期号:Volume 17: 1625-1642 被引量:3
标识
DOI:10.2147/cmar.s533571
摘要

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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
李雅琳完成签到 ,获得积分10
3秒前
口腔飞飞完成签到 ,获得积分10
3秒前
卞卞完成签到,获得积分10
4秒前
天宇完成签到,获得积分10
5秒前
善良的火完成签到 ,获得积分10
10秒前
谭龙杰完成签到,获得积分10
10秒前
Wuo完成签到 ,获得积分10
13秒前
温茹完成签到 ,获得积分10
16秒前
mush完成签到 ,获得积分10
16秒前
20秒前
机智雨莲完成签到 ,获得积分10
21秒前
waveless完成签到,获得积分10
28秒前
王kk完成签到 ,获得积分10
29秒前
29秒前
Tian完成签到,获得积分10
30秒前
落霞与孤鹜齐飞完成签到,获得积分0
31秒前
xue完成签到 ,获得积分10
33秒前
蔷薇完成签到 ,获得积分10
34秒前
kyt_vip完成签到,获得积分10
36秒前
arniu2008的应助被科研通管家采纳,获得100
37秒前
gentle完成签到 ,获得积分10
41秒前
GXW完成签到,获得积分10
42秒前
平淡的翠安完成签到 ,获得积分10
44秒前
乐人完成签到 ,获得积分10
48秒前
Richard完成签到 ,获得积分10
48秒前
qi的应助被结实的秋天采纳,获得10
49秒前
49秒前
文文完成签到,获得积分10
51秒前
蒋丞丞丞汁完成签到 ,获得积分10
55秒前
56秒前
wanci的应助被开心德地采纳,获得10
56秒前
Karl发布了新的文献求助30
56秒前
共享精神的应助被开心德地采纳,获得10
56秒前
大模型的应助被开心德地采纳,获得10
56秒前
无敌橙汁oh完成签到 ,获得积分10
56秒前
57秒前
cg666完成签到 ,获得积分10
58秒前
风信子deon01完成签到,获得积分10
59秒前
结实的秋天完成签到,获得积分20
59秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Das Matthäusevangelium: Kapitel 1:1–17 1000
IRTSD: Open-Source Data and Toolset for Electromagnetic Transient Analysis of Disturbances and IBR Control Malfunctions in Transmission Systems 1000
Entre Praga y Madrid : los contactos checoslovaco-españoles (1948-1977) 600
Les Mots du discours 600
A Consideration on Use of Material Grades for Hull Structural Members Based on Fracture Toughness(Second Report) 500
AI Disclosure in Annual Reports: Evolution, Determinants, and Capital Market Participants’ Perceptions 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8115619
求助须知:如何正确求助?哪些是违规求助? 9521517
关于积分的说明 21533833
捐赠科研通 7693815
什么是DOI,文献DOI怎么找? 3413595
关于科研通互助平台的介绍 2539935
邀请新用户注册赠送积分活动 2453622