The pan-cancer multi-omics landscape of key genes of sialylation combined with RNA-sequencing validation

癌症 免疫疗法 癌症研究 基因 肿瘤微环境 免疫系统 生物标志物 生物 转移 计算生物学 免疫学 遗传学
作者
Zhixuan Wu,Ziqiong Wang,Haodong Wu,Na Zheng,Dongdong Huang,Zhipeng Huang,Hui Han,Jingxia Bao,Hongjie Xu,Rongrong Zhang,Zhou Du,Dazhou Wu
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:166: 107556-107556 被引量:6
标识
DOI:10.1016/j.compbiomed.2023.107556
摘要

Sialylation, the process of salivary acid glycan synthesis, plays a pivotal function in tumor growth, immune escape, tumor metastasis, and resistance to drugs. However, the association between sialylation and prognosis, tumor microenvironment (TME), and treatment response in a variety of cancers remains unclear. A comprehensive survey of the expression profile, prognostic value, and genetic and epigenetic alterations of sialylation-related genes was performed in pan-cancer. Subsequently, the single-sample gene set enrichment analysis (ssGSEA) algorithm was used to compute sialylation pathway scores in pan-cancer. Correlations of sialylation pathway scores with clinical features, prognosis, and TME were evaluated using multiple algorithms. Finally, the efficacy of the sialylation pathway score in determining the effect of immunotherapy was evaluated. The expression of sialylation-related genes were verified by RNA-sequencing. Significant differences were observed in sialylation-related genes expression between tumors and adjacent normal tissues for most cancer types. Sialylation pathway scores differed according to the type of tumor, where the poor prognosis was correlated with high sialylation pathway scores in uveal melanoma (UVM) and pancreatic adenocarcinoma (PAAD). In addition, sialylation pathway scores were positively associated with the ImmuneScore, StromalScore and immune-related pathways. Moreover, the level of immune cells infiltration was higher in tumors with higher sialylation pathway scores. Finally, patients with high sialylation pathway scores were more sensitive to immunotherapy. Sialylation-related genes are essential in pan-cancer. The sialylation pathway score may be used as a biomarker in oncology patients.
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
CodeCraft应助kyt采纳,获得10
刚刚
健康的孤丝完成签到,获得积分10
刚刚
芝士雪豹完成签到,获得积分10
刚刚
英俊的铭应助Rayson采纳,获得10
刚刚
科研通AI6.4应助牧青采纳,获得10
1秒前
De_Frank123完成签到,获得积分10
1秒前
wating完成签到,获得积分10
1秒前
圆滚滚完成签到,获得积分10
1秒前
可爱的函函应助wcz采纳,获得10
1秒前
R先生完成签到,获得积分10
1秒前
fengdengjin发布了新的文献求助10
2秒前
木木完成签到,获得积分10
2秒前
zqingqing完成签到,获得积分10
2秒前
3秒前
大模型应助lxy采纳,获得10
3秒前
wangjingni完成签到,获得积分10
3秒前
英姑应助草莓小蛋糕采纳,获得10
3秒前
TL13380727完成签到,获得积分20
4秒前
4秒前
小曹君完成签到,获得积分10
4秒前
liuyuhan完成签到,获得积分10
4秒前
4秒前
领悟完成签到,获得积分10
5秒前
甲乙丙丁完成签到,获得积分10
5秒前
von完成签到,获得积分10
5秒前
fengdengjin发布了新的文献求助10
5秒前
5秒前
5秒前
毗昙应助汤圆软软软采纳,获得10
5秒前
大个应助闪闪婴采纳,获得10
5秒前
英俊的铭应助汤圆软软软采纳,获得10
5秒前
上官若男应助汤圆软软软采纳,获得10
5秒前
TE应助汤圆软软软采纳,获得10
5秒前
李悟尔发布了新的文献求助10
6秒前
Chiara完成签到,获得积分10
6秒前
6秒前
7秒前
7秒前
8秒前
子车破茧完成签到,获得积分20
8秒前
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
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Rosenblum, Global Change Biology 500
CLSI VET01S-2024 Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated From Animals (7th Ed) 500
DIPPR Project 801 - Full Version 380
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 化学工程 工程类 有机化学 物理 复合材料 生物化学 内科学 细胞生物学 基因 遗传学 免疫学 冶金 光电子学 癌症研究
热门帖子
关注 科研通微信公众号,转发送积分 7766749
求助须知:如何正确求助?哪些是违规求助? 9310595
关于积分的说明 20318152
捐赠科研通 7351806
什么是DOI,文献DOI怎么找? 3315196
关于科研通互助平台的介绍 2464635
邀请新用户注册赠送积分活动 2329811