Identification of hub genes and immune infiltration in ulcerative colitis using bioinformatics

免疫系统 溃疡性结肠炎 生物 鉴定(生物学) 计算生物学 免疫学 渗透(HVAC) 结肠炎 生物信息学 基因 医学 遗传学 病理 疾病 物理 热力学 植物
作者
Weitao Hu,Taiyong Fang,Mingxuan Zhou,Xiaoqing Chen
出处
期刊:Scientific Reports [Nature Portfolio]
卷期号:13 (1): 6039-6039 被引量:14
标识
DOI:10.1038/s41598-023-33292-y
摘要

Ulcerative colitis (UC) is a chronic inflammatory disease of the intestine, whose pathogenesis is not fully understood. Given that immune infiltration plays a key role in UC progression, our study aimed to assess the level of immune cells in UC intestinal mucosal tissues and identify potential immune-related genes. The GSE65114 UC dataset was downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) between healthy and UC tissues were identified using the "limma" package in R, while their Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were determined with the clusterProfiler package. Protein-protein interaction network analysis and visualization were performed with STRING and Cytoscape. Immune cell infiltration was calculated with CIBERSORT. The relationship between hub genes and immune-infiltrated cells in UC was determined by Pearson correlation. A total of 206 DEGs were identified, of which 174 were upregulated and 32 downregulated. GO and KEGG functional classification indicated DEG enrichment in immune response pathways, including Toll-like receptor signaling, IL-17 signaling, and immune system process and chemokine signaling. 13 hub genes were identified. Infiltration matrix analysis of immune cells showed abundant plasma cells, memory B cells, resting CD4 memory T cells, γδ T cells, M0 and M1 macrophages, and neutrophils in UC intestinal tissues. Correlation analysis revealed 13 hub genes associated with immune-infiltrated cells in UC. 13 hub genes associated with immune-infiltrated cells in UC were identified; they included CXCL13, CXCL10, CXCL9, CXCL8, CCL19, CTLA4, CCR1, CD69, CD163, IL7R, PECAM1, TLR8 and TLR2. These genes could potentially serve as markers for the diagnosis and treatment of UC.
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
刚刚
嗦了蜜发布了新的文献求助10
刚刚
隐形曼青应助小胖子采纳,获得10
刚刚
1秒前
1秒前
SwaggyBJ1120完成签到,获得积分10
1秒前
2秒前
无风发布了新的文献求助10
2秒前
zs发布了新的文献求助10
2秒前
常小敏发布了新的文献求助10
2秒前
2秒前
3秒前
充电宝应助砍柴少年采纳,获得10
3秒前
NexusExplorer应助reck采纳,获得10
3秒前
4秒前
好人一生平安完成签到,获得积分10
4秒前
英姑应助louyifei采纳,获得10
4秒前
4秒前
tianzhidao发布了新的文献求助10
4秒前
雷霆康康完成签到,获得积分0
4秒前
Jasper应助海咲umi采纳,获得10
5秒前
子车谷波发布了新的文献求助10
5秒前
5秒前
青柠微凉完成签到,获得积分10
5秒前
6秒前
7秒前
陌路完成签到,获得积分10
7秒前
郑敏阳完成签到,获得积分10
7秒前
shenren1完成签到,获得积分10
7秒前
jun发布了新的文献求助10
7秒前
思思完成签到,获得积分10
7秒前
李热热完成签到,获得积分10
8秒前
suzhenyue完成签到,获得积分0
8秒前
自由芷云完成签到,获得积分10
9秒前
9秒前
科研通AI6.2应助michael_suo采纳,获得10
9秒前
xinyue发布了新的文献求助10
10秒前
张阳阳完成签到,获得积分10
10秒前
科研通AI6.4应助22采纳,获得10
10秒前
Hello应助濮阳冰海采纳,获得10
11秒前
高分求助中
Markov Chain Monte Carlo 10000
(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
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 1000
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
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 7498430
求助须知:如何正确求助?哪些是违规求助? 9089104
关于积分的说明 19387677
捐赠科研通 7108746
什么是DOI,文献DOI怎么找? 3250368
关于科研通互助平台的介绍 2419827
邀请新用户注册赠送积分活动 2236201