清晨好,您是今天最早来到科研通的研友!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,伴您科研之路漫漫前行!

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
shining完成签到,获得积分10
2秒前
8秒前
9秒前
Jasper应助XYZ采纳,获得10
12秒前
颖zi发布了新的文献求助30
13秒前
16秒前
17秒前
研友_LmgyQZ完成签到,获得积分10
18秒前
白华苍松发布了新的文献求助10
21秒前
XYZ发布了新的文献求助10
23秒前
天天向上小螃蟹完成签到,获得积分10
23秒前
24秒前
听话的尔竹完成签到,获得积分10
25秒前
30秒前
萨尔莫斯完成签到,获得积分10
43秒前
颖zi完成签到,获得积分10
43秒前
从容的凌文完成签到,获得积分10
49秒前
林利芳完成签到 ,获得积分0
1分钟前
白华苍松发布了新的文献求助10
1分钟前
归海一刀完成签到 ,获得积分10
1分钟前
笛卡尔的情书完成签到 ,获得积分10
1分钟前
lian完成签到 ,获得积分10
1分钟前
默默然完成签到 ,获得积分10
1分钟前
2分钟前
白华苍松发布了新的文献求助10
2分钟前
CallMeIris完成签到,获得积分10
2分钟前
笨笨完成签到 ,获得积分10
2分钟前
叮当完成签到,获得积分10
2分钟前
哈哈哈哈完成签到 ,获得积分10
2分钟前
似水流年完成签到 ,获得积分10
2分钟前
herpes完成签到 ,获得积分0
2分钟前
余子完成签到,获得积分10
3分钟前
3分钟前
夜休2024完成签到 ,获得积分10
3分钟前
3分钟前
寂静完成签到 ,获得积分10
3分钟前
aaa完成签到 ,获得积分10
3分钟前
寒冷的月亮完成签到 ,获得积分10
4分钟前
baobeikk完成签到,获得积分10
4分钟前
董先生完成签到 ,获得积分10
4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
Cronologia da história de Macau 5000
Petrology and Plate Tectonics 800
Electrode Potentials 550
Association of Reentry Well-Being with Psychological Distress, Employment, and Housing Instability 15-Months After Incarceration 500
Trees of tropical Asia : an illustrated guide to diversity 500
Matrix Methods in Data Mining and Pattern Recognition 410
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 7022901
求助须知:如何正确求助?哪些是违规求助? 8694421
关于积分的说明 18424293
捐赠科研通 6518213
什么是DOI,文献DOI怎么找? 3109694
关于科研通互助平台的介绍 2184357
邀请新用户注册赠送积分活动 2085391