Comprehensive analysis of immune cell infiltration and significant genes in head and neck squamous cell carcinoma

头颈部鳞状细胞癌 列线图 免疫疗法 免疫系统 肿瘤科 头颈部癌 内科学 肿瘤微环境 生物 癌症研究 医学 免疫学 癌症
作者
Shoujing Zhang,Wenyi Zhang,Jian Zhang
出处
期刊:Oral Oncology [Elsevier BV]
卷期号:126: 105755-105755 被引量:7
标识
DOI:10.1016/j.oraloncology.2022.105755
摘要

Immunotherapy directed at the tumor microenvironment is effective in the treatment of head and neck squamous cell carcinoma (HNSCC). In contrast, there has been a paucity of research on the relationship between the HNSCC microenvironment and prognostic outcome. Meanwhile, tumor immune cell infiltration (ICI) has emerged as a critical step in immunotherapy.Two algorithms, CIBERSORT and ESTIMATE, were performed to evaluate the ICI view of 885 HNSCC patients using three databases: the Cancer Genome Atlas (TCGA), Arrayexpress, and Gene Expression Omnibus (GEO).Different ICI subtypes were identified. Following that, 57 different expression genes (DEGs) were discovered. The ICI scores of all patients were calculated using the Principal Component Analysis (PCA) algorithm. Additionally, an immune-related prognostic signature was developed and validated using 17 of 57 DEGs. Patients with a low-ICI or low-risk score had a higher infiltration immune-activated related cells and higher expression of most immune checkpoint-related molecules, indicating a better prognosis. Furthermore, using the pRRophetic algorithm, the sensitivities of many chemotherapeutic drugs were significantly different between two ICI subtypes or two risk groups. Moreover, a nomogram incorporating the ICI score, risk score, and clinical characteristics was developed and was capable of accurately predicting outcomes.The ICI score and 17-gene signature could improve HNSCC survival prediction, promote individual treatment strategies, and provide promising novel immunotherapy biomarkers.
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
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
WYMD应助辣条采纳,获得25
刚刚
key发布了新的文献求助30
2秒前
虚拟的代灵完成签到,获得积分10
2秒前
3秒前
4秒前
隐形萃完成签到,获得积分10
4秒前
Unicorn发布了新的文献求助10
5秒前
123完成签到,获得积分10
6秒前
无色热带鱼完成签到,获得积分10
6秒前
与尔同销万古愁完成签到 ,获得积分20
6秒前
研友_8QyXr8发布了新的文献求助10
7秒前
lz发布了新的文献求助100
8秒前
nove999完成签到 ,获得积分0
9秒前
zyq完成签到 ,获得积分10
9秒前
9秒前
慕青应助qyang采纳,获得10
10秒前
guagua完成签到 ,获得积分10
10秒前
10秒前
彭于晏应助zjm采纳,获得10
11秒前
11秒前
义气的沛儿完成签到,获得积分10
13秒前
13秒前
科研通AI2S应助幻天游采纳,获得10
14秒前
wei完成签到,获得积分10
15秒前
15秒前
15秒前
666完成签到,获得积分10
15秒前
与尔同销万古愁关注了科研通微信公众号
15秒前
英吉利25发布了新的文献求助10
16秒前
爆米花应助软软采纳,获得10
16秒前
ych62524完成签到,获得积分0
16秒前
16秒前
无情翅膀完成签到,获得积分10
16秒前
老黑完成签到,获得积分10
17秒前
18秒前
跳跃的翼完成签到,获得积分10
18秒前
毛毛完成签到 ,获得积分10
18秒前
Christina完成签到 ,获得积分10
18秒前
耍酷天奇Sunny完成签到 ,获得积分10
19秒前
20秒前
高分求助中
Ideology and Meaning-Making under the Putin Regime 750
Introduction to Industrial/Organizational Psychology 600
Prompt Engineering for Clinicians: Harnessing AI in Everyday Medical Practice 600
Handbook of Luminescence Dating 500
Safety Pharmacology 500
《KNN基无铅压电陶瓷电学性能优化与物理机理研究》 500
Isomerism In Coordination Compounds 400
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 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6935297
求助须知:如何正确求助?哪些是违规求助? 8622207
关于积分的说明 18287797
捐赠科研通 6362719
什么是DOI,文献DOI怎么找? 3075248
关于科研通互助平台的介绍 2112700
邀请新用户注册赠送积分活动 2052680