Identification of Lung Adenocarcinoma Subtypes Based on MHC-II Gene Expression Profile and Immunological Analysis

免疫系统 主要组织相容性复合体 生物 免疫学 腺癌 免疫疗法 MHC I级 MHC II级 癌症研究 癌症 遗传学
作者
Yachen Gao,Lingli Zhou,Qiong Su,Qiang Li
出处
期刊:International Archives of Allergy and Immunology [S. Karger AG]
卷期号:: 1-16
标识
DOI:10.1159/000538056
摘要

<b><i>Introduction:</i></b> Major histocompatibility complex class II molecule (MHC-II) is pivotal in anti-tumor immunity, and targeting MHC-II in tumors may help improve patient survival. But function of MHC-II in the immunotherapy and prognosis of lung adenocarcinoma (LUAD) patients has not been thoroughly studied and reported. <b><i>Methods:</i></b> We selected LUAD-related MHC-II genes from public databases based on previous literature reports. We identified different subtypes according to expression differences of these genes in different LUAD samples through cluster analysis. We used R package to conduct a series of analyses on different subtypes, exploring their survival differences, gene expression differences, pathway enrichment differences, and differences in immune characteristics and immune therapy. Finally, we screened potential drugs from the cMAP database. <b><i>Results:</i></b> We identified two MHC-II-related LUAD subtypes. Our analyses presented that patients with cluster2 subtype showed better prognosis, higher immune scores, higher levels of immune cell infiltration and immune function activation. In addition, patients with this subtype had higher immunophenoscore, lower TIDE scores, and DEPTH scores. We also identified 10 small molecule drugs, such as lenalidomide, VX-745, and tyrphostin-AG-1295. <b><i>Conclusion:</i></b> Overall, MHC-II is not only a potential biomarker for accurately distinguishing LUAD subtypes but also a predictive factor for their survival. Our study offers novel insights into understanding of impact of MHC-II in LUAD and offers a new perspective for improving the accurate classification of LUAD patients and enhancing drug treatment.
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
bkagyin应助赵李艺采纳,获得10
2秒前
xiaosense完成签到,获得积分10
3秒前
woitomato关注了科研通微信公众号
3秒前
5秒前
6秒前
Lucas应助希特勒采纳,获得10
7秒前
葵花籽完成签到,获得积分10
7秒前
LY完成签到 ,获得积分10
8秒前
8秒前
闪电发布了新的文献求助10
12秒前
Qy8240614完成签到,获得积分10
12秒前
滴滴滴完成签到,获得积分10
12秒前
12秒前
杰克发布了新的文献求助10
13秒前
13秒前
发现应助Wyh采纳,获得10
13秒前
BZPL完成签到,获得积分10
13秒前
尊敬寒松完成签到 ,获得积分10
14秒前
15秒前
充电宝应助文静的紫安采纳,获得10
16秒前
Singularity应助chentutu采纳,获得20
17秒前
小俊发布了新的文献求助10
18秒前
共享精神应助大橘已定采纳,获得10
19秒前
xiaoxiao发布了新的文献求助10
20秒前
科研通AI2S应助LAB采纳,获得10
21秒前
23秒前
zou完成签到,获得积分10
24秒前
Lee完成签到,获得积分20
25秒前
Lucas应助tt采纳,获得10
27秒前
晴天发布了新的文献求助10
28秒前
29秒前
原野完成签到,获得积分10
31秒前
31秒前
31秒前
zhouleiwang发布了新的文献求助20
32秒前
晴天完成签到,获得积分10
33秒前
33秒前
dildil完成签到,获得积分10
34秒前
杰克完成签到,获得积分10
35秒前
38秒前
高分求助中
Sustainable Land Management: Strategies to Cope with the Marginalisation of Agriculture 1000
Corrosion and Oxygen Control 600
Python Programming for Linguistics and Digital Humanities: Applications for Text-Focused Fields 500
Love and Friendship in the Western Tradition: From Plato to Postmodernity 500
Heterocyclic Stilbene and Bibenzyl Derivatives in Liverworts: Distribution, Structures, Total Synthesis and Biological Activity 500
重庆市新能源汽车产业大数据招商指南(两链两图两池两库两平台两清单两报告) 400
Division and square root. Digit-recurrence algorithms and implementations 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2549257
求助须知:如何正确求助?哪些是违规求助? 2176835
关于积分的说明 5606580
捐赠科研通 1897706
什么是DOI,文献DOI怎么找? 947157
版权声明 565447
科研通“疑难数据库(出版商)”最低求助积分说明 504007