A radiation resistance related index for biochemical recurrence and tumor immune environment in prostate cancer patients

前列腺癌 抗辐射性 医学 免疫系统 接收机工作特性 肿瘤科 癌症 生化复发 比例危险模型 队列 抗辐射性 放射治疗 内科学 肿瘤微环境 癌症研究 辐射 免疫学 物理 量子力学 前列腺切除术
作者
Zhi‐Bin Ke,Qi You,Jia‐Yin Chen,Jiang‐Bo Sun,Yu‐Ting Xue,Rui-Bin Zhuang,Qing‐Shui Zheng,Ye‐Hui Chen,Yong Wei,Xiong‐Lin Sun,Xue‐Yi Xue,Ning Xu
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:146: 105711-105711 被引量:9
标识
DOI:10.1016/j.compbiomed.2022.105711
摘要

To establish and verify a novel radiation resistance related index for predicting biochemical recurrence and tumor immune environment in prostate cancer (PCa) patients. The transcriptome information of PCa were obtained from GEO and TCGA portal. We identified radiation resistance related genes (RRGs) between radioresistant and radiosensitive PCa cells. We conducted multivariate Cox analysis to construct a novel radiation resistance related index for predicting biochemical recurrence (BCR)-free survival (BCRFS). Internal and external validations were conducted. Preliminary experimental verifications were performed. We identified 194 differentially expressed RRGs and three radiation resistance related molecular clusters for PCa. Moreover, we established a novel radiation resistance related index and succeeded in conducting internal and external validations. High-risk populations meant significantly worse BCRFS in training, testing and validating cohort. The area under receiver operating characteristic curve were 0.809, 0.698, and 0.712 in training, testing, and validating cohort. The immune microenvironment was significantly different between high and low-risk score patients. Preliminary experiment identified and validated three potential biomarkers related to radiation resistance (ZNF695, TM4SF19, CCDC3) of PCa. This study successfully established and verified a novel radiation resistance related index, which had an excellent performance in predicting BCR and tumor immune microenvironment in patients with PCa.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
1秒前
科研怪发布了新的文献求助10
1秒前
爱笑若魔关注了科研通微信公众号
3秒前
Ava应助小盼虫采纳,获得10
4秒前
ittt发布了新的文献求助10
4秒前
斯文败类应助壹君采纳,获得10
5秒前
5秒前
wangrch6完成签到,获得积分10
5秒前
可爱的函函应助西子阳采纳,获得10
7秒前
柚子一一发布了新的文献求助10
7秒前
9秒前
10秒前
JYX完成签到 ,获得积分10
10秒前
11秒前
小盼虫发布了新的文献求助10
12秒前
沉沉完成签到 ,获得积分0
12秒前
qianmei_chen完成签到,获得积分10
13秒前
13秒前
14秒前
温暖宛筠发布了新的文献求助10
14秒前
14秒前
耀阳发布了新的文献求助10
15秒前
缇娜发布了新的文献求助10
15秒前
黄黄黄应助seventeen采纳,获得30
17秒前
zhh发布了新的文献求助10
18秒前
cmcm完成签到,获得积分10
18秒前
Ulrica完成签到,获得积分10
19秒前
乐乐应助西瓜采纳,获得10
19秒前
20秒前
科目三应助西子阳采纳,获得10
20秒前
禹映安发布了新的文献求助30
22秒前
柚子一一完成签到,获得积分10
22秒前
23秒前
choiyxh发布了新的文献求助10
23秒前
君看一叶舟完成签到 ,获得积分10
26秒前
Ronee发布了新的文献求助10
26秒前
27秒前
27秒前
27秒前
Orange应助zhh采纳,获得10
28秒前
高分求助中
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
A new approach to the extrapolation of accelerated life test data 1000
Problems of point-blast theory 400
北师大毕业论文 基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 390
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
The Cambridge Handbook of Social Theory 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3999495
求助须知:如何正确求助?哪些是违规求助? 3538942
关于积分的说明 11275419
捐赠科研通 3277782
什么是DOI,文献DOI怎么找? 1807668
邀请新用户注册赠送积分活动 884011
科研通“疑难数据库(出版商)”最低求助积分说明 810111