NXPH4 Used as a New Prognostic and Immunotherapeutic Marker for Muscle-Invasive Bladder Cancer

膀胱癌 医学 比例危险模型 Lasso(编程语言) 免疫疗法 肿瘤科 内科学 封锁 回归 癌症 计算机科学 受体 精神分析 心理学 万维网
作者
Zhiming Gui,Xiaoling Ying,Chunxiao Liu
出处
期刊:Journal of Oncology [Hindawi Limited]
卷期号:2022: 1-21 被引量:5
标识
DOI:10.1155/2022/4271409
摘要

One of the most common malignant tumors of the urinary system is muscle-invasive bladder cancer (MIBC). With the increased use of immunotherapy, its importance in the field of cancer is becoming abundantly evident. This study classifies MIBC according to GSVA score from the perspective of the GSEA immune gene set.This study integrated the sequencing and clinical data of MIBC patients in TCGA and GEO databases, then scored the data using the GSVA algorithm, the CNMF algorithm was implemented to divide the subtypes of GEO and TCGA datasets, respectively, and finally screened and determined the key pathways in combination with clinical data. Simultaneously, LASSO Cox regression model was constructed based on key pathway genes to assess the model's predictive ability (ROC) and describe the immune landscape differences between high- and low-risk groups; key genes were further analyzed and verified in patient tissues.404 TCGA and 297 GEO datasets were divided into C1-3 groups (TCGA-C1:120/C2:152/C3:132; GEO- C1:112/C2:101/C3:84), of which TCGA-C2 (n = 152) subtype and GEO-C1 (n = 112) subtype had the worst prognosis. LASSO Cox regression model with ROC (train set = 0.718, test set = 0.667) could be constructed. When combined with the Cancer Immunome Atlas database, it was found that patients with high-risk scores were more sensitive to PD-1 inhibitor and PD-1 inhibitor combined with CTLA-4. NXPH4, as a key gene, plays a role in MIBC with tissue validation results show that nxph4 is highly expressed in tumor.The immune gene score of MIBC data in TCGA and GEO databases was successfully evaluated using GSVA in this research. The lasso Cox expression model was successfully constructed by screening immune genes, the high-risk group had a worse prognosis and higher sensitivity to immunotherapy, PD-1 inhibitors or PD-1 combined with CTLA-4 inhibitors can be preferentially used in high-risk patients who are sensitive to immunotherapy, and NXPH4 may be a molecular target to adjust the effect of immunotherapy.
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
大幅提高文件上传限制,最高150M (2024-4-1)

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
飞仔123发布了新的文献求助10
1秒前
桐桐应助nns采纳,获得10
1秒前
Mewo发布了新的文献求助10
2秒前
3秒前
gaoyuan发布了新的文献求助10
3秒前
善学以致用应助阿杰采纳,获得10
4秒前
lhx完成签到 ,获得积分20
4秒前
Syuu完成签到,获得积分20
4秒前
糟糕的雪糕完成签到,获得积分10
4秒前
如此纠结完成签到,获得积分10
5秒前
河西完成签到 ,获得积分10
5秒前
7秒前
成成完成签到,获得积分0
7秒前
华仔应助委屈二采纳,获得10
8秒前
123完成签到,获得积分10
8秒前
8秒前
adamchris应助dddhp采纳,获得30
9秒前
fliexxi完成签到,获得积分10
10秒前
10秒前
mellory发布了新的文献求助10
10秒前
沐雨清风应助日喝抽打采纳,获得10
10秒前
在查找完成签到,获得积分10
11秒前
喻萍发布了新的文献求助10
12秒前
忧郁鸡翅完成签到,获得积分10
12秒前
12秒前
13秒前
在查找发布了新的文献求助50
14秒前
14秒前
FashionBoy应助瞿冷之采纳,获得10
15秒前
行走的鱼完成签到,获得积分10
16秒前
cocolu应助123采纳,获得10
16秒前
16秒前
16秒前
xiangdemeilo完成签到,获得积分10
16秒前
aaaa发布了新的文献求助10
17秒前
895_应助fer采纳,获得10
17秒前
笑点低小蚂蚁完成签到,获得积分20
18秒前
18秒前
小文发布了新的文献求助10
19秒前
汉堡包应助abne采纳,获得10
19秒前
高分求助中
Licensing Deals in Pharmaceuticals 2019-2024 3000
Cognitive Paradigms in Knowledge Organisation 2000
Effect of reactor temperature on FCC yield 2000
How Maoism Was Made: Reconstructing China, 1949-1965 800
Introduction to Spectroscopic Ellipsometry of Thin Film Materials Instrumentation, Data Analysis, and Applications 600
Promoting women's entrepreneurship in developing countries: the case of the world's largest women-owned community-based enterprise 500
Shining Light on the Dark Side of Personality 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 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 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3309340
求助须知:如何正确求助?哪些是违规求助? 2942666
关于积分的说明 8510349
捐赠科研通 2617829
什么是DOI,文献DOI怎么找? 1430504
科研通“疑难数据库(出版商)”最低求助积分说明 664123
邀请新用户注册赠送积分活动 649319