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
12秒前
鲜艳的乐珍完成签到,获得积分10
14秒前
灵巧的绮琴完成签到,获得积分10
17秒前
ZXneuro完成签到,获得积分0
21秒前
Owen的应助被zLin采纳,获得10
22秒前
orixero的应助被科研通管家采纳,获得10
23秒前
30秒前
zLin发布了新的文献求助10
33秒前
FashionBoy的应助被ZhengGangan采纳,获得10
42秒前
六六完成签到 ,获得积分10
52秒前
迅速飞丹完成签到,获得积分10
1分钟前
1分钟前
ZhengGangan发布了新的文献求助10
1分钟前
伶俐的万言完成签到,获得积分10
1分钟前
多情的中蓝完成签到,获得积分10
1分钟前
yhgz完成签到,获得积分10
1分钟前
1分钟前
大壮发布了新的文献求助10
1分钟前
biye完成签到 ,获得积分10
1分钟前
1分钟前
NexusExplorer的应助被大壮采纳,获得10
2分钟前
欧阳完成签到 ,获得积分10
2分钟前
山月鹿发布了新的文献求助10
2分钟前
称心忆灵完成签到,获得积分10
2分钟前
molihuakai的应助被ZhengGangan采纳,获得10
2分钟前
2分钟前
大模型的应助被zLin采纳,获得10
2分钟前
洁净寡妇完成签到,获得积分10
2分钟前
2分钟前
山月鹿完成签到,获得积分10
2分钟前
zLin发布了新的文献求助10
2分钟前
2分钟前
ZhengGangan发布了新的文献求助10
2分钟前
健壮土豆完成签到,获得积分20
3分钟前
3分钟前
3分钟前
3分钟前
清瑀发布了新的文献求助10
3分钟前
小巧惜蕊完成签到,获得积分10
3分钟前
迷你的棒球完成签到,获得积分10
3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
Rosenblum, Global Change Biology 800
Organizational Behavior 510
Management and the Arts 510
Convergent and bidirectional strategies towards the total synthesis of hemibrevetoxin B 300
Geschichtliche Grundbegriffe (GGB), Band 5: Pro–Soz 300
Die Religion in Geschichte und Gegenwart (RGG), 4. Auflage, Band 7: R–S 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 内科学 物理 有机化学 化学工程 生物化学 复合材料 光电子学 细胞生物学 心理学 量子力学 催化作用 物理化学 电极
热门帖子
关注 科研通微信公众号,转发送积分 7797617
求助须知:如何正确求助?哪些是违规求助? 9333062
关于积分的说明 20453014
捐赠科研通 7388318
什么是DOI,文献DOI怎么找? 3325404
关于科研通互助平台的介绍 2472715
邀请新用户注册赠送积分活动 2342776