亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Establishment of an immune-related gene prognostic model for head and neck tumors.

列线图 比例危险模型 内科学 医学 预测模型 单变量 多元分析 危险系数 接收机工作特性 生存分析 多元统计 肿瘤科 总体生存率 置信区间 机器学习 计算机科学
作者
Fengchu Zhou,A. Chen,H. Y. Lv,D. Liang,H. W. Yu
出处
期刊:Journal of Biological Regulators and Homeostatic Agents [Biolife Sas]
卷期号:35 (3): 975-986 被引量:1
标识
DOI:10.23812/21-14-a
摘要

This study aimed to screen the key immune-related genes (IRGs) in head and neck squamous cell carcinoma (HNSC) and construct the IRGs-related prognostic model to predict the overall survival (OS) of patients with HNSC. The RNA-seq data and clinical data were downloaded from The Cancer Genome Atlas database, and IRGs were obtained from the Immunology Database and Analysis Portal. Differentially expressed genes (DEGs) between HNSC and normal samples were identified, followed by integration with IRGs to screen differentially expressed IRGs. After univariate and multivariate proportional hazard regression analyses, an IRG-based risk model was constructed. Meanwhile, data chip of GSE65858 as the validation set to assess the predicted performance of established model. Next, univariate and multivariate Cox regression analyses were performed to identify the independent prognostic factor of HNSC, and the Nomogram model was developed to predict patient outcome. Furthermore, the correlation between immune cell infiltration and risk score was analyzed. A total of 65 differently expressed IRGs associated with prognosis of HNSC were screened, and finally a 26-gene IRG signature was identified to construct a prognostic prediction model. The AUC of ROC curve was 0.750. Survival analysis showed that patients in the high-risk group had a worse prognosis. Independent prognostic analysis showed that risk score could be considered as an independent predictor for HNSC prognosis. Nomogram assessment showed that the model had high reliability for predicting the survival of patients with HNSC in 1, 2, 3 years. Ultimately, the abundance of B cells and CD4+ T cell infiltration in HNSC showed negative correlations with risk score. Our IRG-based prognostic risk model may be used to estimate the prognosis of HNSC patients.

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
李健应助Sli采纳,获得10
2秒前
默天完成签到 ,获得积分10
2秒前
落后电脑完成签到,获得积分10
17秒前
yao发布了新的文献求助10
17秒前
21秒前
Kao应助科研通管家采纳,获得10
26秒前
vampv应助科研通管家采纳,获得50
26秒前
乐乐应助科研通管家采纳,获得10
26秒前
Kao应助科研通管家采纳,获得10
27秒前
Kkicesong发布了新的文献求助10
27秒前
朱晓云完成签到 ,获得积分10
31秒前
35秒前
典雅萃发布了新的文献求助10
36秒前
香蕉觅云应助soilman采纳,获得10
38秒前
余周2024发布了新的文献求助10
39秒前
39秒前
简单的语风完成签到,获得积分10
45秒前
yao发布了新的文献求助10
47秒前
Orange应助坚强的凤凰采纳,获得10
48秒前
53秒前
PAIDAXXXX完成签到,获得积分10
53秒前
ZhangChulun发布了新的文献求助10
55秒前
yrm发布了新的文献求助10
59秒前
ZhangChulun完成签到,获得积分10
1分钟前
1分钟前
Eason完成签到 ,获得积分10
1分钟前
soilman发布了新的文献求助10
1分钟前
Narcissus153完成签到,获得积分10
1分钟前
1分钟前
ttt关闭了ttt文献求助
1分钟前
1分钟前
呱呱完成签到,获得积分10
1分钟前
yao发布了新的文献求助10
1分钟前
桐桐应助soilman采纳,获得10
1分钟前
Narcissus153发布了新的文献求助10
1分钟前
1分钟前
刻苦绿蕊完成签到,获得积分10
1分钟前
慕青应助密林小叶子采纳,获得10
1分钟前
1分钟前
1分钟前
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
APA handbook of comparative psychology: Basic concepts, methods, neural substrate, and behavior 1000
Health Psychology 1000
全员动态考核,锚定高质量发展:读懂同济大学教师人事改革新政的深层价值 900
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
The fast track to determining transfer functions of linear circuits: The student guide 500
Römisch-Germanische Forschungen 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 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7597296
求助须知:如何正确求助?哪些是违规求助? 9174018
关于积分的说明 19640052
捐赠科研通 7174297
什么是DOI,文献DOI怎么找? 3268225
关于科研通互助平台的介绍 2432790
邀请新用户注册赠送积分活动 2261430