亲爱的研友该休息了!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,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Alternative polyadenylation associated with prognosis and therapy in colorectal cancer

结直肠癌 肿瘤科 比例危险模型 医学 内科学 接收机工作特性 癌症 计算生物学 生物信息学 生物
作者
Yi Zhang,Yunfei Xu,Yuzhi Wang
出处
期刊:Scientific Reports [Springer Nature]
卷期号:12 (1) 被引量:5
标识
DOI:10.1038/s41598-022-11089-9
摘要

Colorectal cancer (CRC) is among the most widely spread cancers globally. Aberrant alternative polyadenylation (APA) plays a role in cancer onset and its progression. Consequently, this study focused on highlighting the role of APA events and signals in the prognosis of patients with CRC. The APA events, RNA sequencing (RNA-seq), somatic mutations, copy number variants (CNVs), and clinical information of the CRC cohort were obtained from The Cancer Genome Atlas (TCGA) database and UCSC (University of California-Santa Cruz) Xena database. The whole set was sorted into two sets: a training set and a test set in a ratio of 7:3. 197 prognosis-related APA events were collected by performing univariate Cox regression signature in patients with CRC. Subsequently, a signature for APA events was established by least absolute shrinkage and selection operator (LASSO) and multivariate Cox analysis. The risk scores were measured for individual patients on the basis of the signature and patients were sorted into two groups; the high-risk group and the low-risk group as per their median risk scores. Kaplan-Meier curves, principal component analysis (PCA), and time-dependent receiver operator characteristic (ROC) curves revealed that the signature was able to predict patient prognosis effectively and further validation was provided in the test set and the whole set. The high-risk and low-risk groups displayed various distributions of mutations and CNVs. Tumor mutation burden (TMB) alone and in combination with the signature predicted the prognosis of CRC patients, but the gene frequencies of TMBs and CNVs did not change in the low- and high-risk groups. Moreover, immunotherapy and chemotherapy treatments showed different responses to PD-1 inhibitors and multiple chemotherapeutic agents in the low and high-risk groups based on the tumor immune dysfunction and exclusion (TIDE) and genomics of drugs sensitivity in cancer (GDSC) databases. This study may help in understanding the potential roles of APA in CRC, and the signature for prognosis-related APA events can work as a potential predictor for survival and treatment in patients with CRC.
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
PDF的下载单位、IP信息已删除 (2025-6-4)

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
shaylie完成签到 ,获得积分10
刚刚
6秒前
123456发布了新的文献求助10
10秒前
guan发布了新的文献求助30
11秒前
周旭发布了新的文献求助10
20秒前
ma关闭了ma文献求助
24秒前
HuiHui完成签到,获得积分10
26秒前
30秒前
丘比特应助科研通管家采纳,获得10
30秒前
科研通AI6应助科研通管家采纳,获得10
30秒前
浮游应助科研通管家采纳,获得10
30秒前
搜集达人应助不是狸猫采纳,获得10
30秒前
星辰大海应助叙温雨采纳,获得10
30秒前
在水一方应助123456采纳,获得10
32秒前
唐荣完成签到,获得积分10
33秒前
脑洞疼应助周旭采纳,获得10
37秒前
41秒前
123456发布了新的文献求助10
44秒前
1分钟前
1分钟前
只想发财完成签到 ,获得积分10
1分钟前
asdf完成签到,获得积分10
1分钟前
如雨坠完成签到 ,获得积分10
1分钟前
叙温雨发布了新的文献求助10
1分钟前
隐形曼青应助123456采纳,获得10
1分钟前
缓慢的烨伟完成签到,获得积分10
1分钟前
dagangwood完成签到 ,获得积分10
1分钟前
TX完成签到,获得积分10
1分钟前
TX发布了新的文献求助100
1分钟前
1分钟前
123456完成签到,获得积分10
1分钟前
孟雯毓完成签到,获得积分10
1分钟前
1分钟前
123456发布了新的文献求助10
1分钟前
小鸟芋圆露露完成签到 ,获得积分10
1分钟前
不是狸猫发布了新的文献求助10
1分钟前
单薄绿竹完成签到,获得积分10
2分钟前
徐志豪完成签到,获得积分20
2分钟前
2分钟前
赘婿应助ddd528采纳,获得30
2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
FUNDAMENTAL STUDY OF ADAPTIVE CONTROL SYSTEMS 500
微纳米加工技术及其应用 500
Nanoelectronics and Information Technology: Advanced Electronic Materials and Novel Devices 500
Performance optimization of advanced vapor compression systems working with low-GWP refrigerants using numerical and experimental methods 500
Constitutional and Administrative Law 500
PARLOC2001: The update of loss containment data for offshore pipelines 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5291429
求助须知:如何正确求助?哪些是违规求助? 4442437
关于积分的说明 13829910
捐赠科研通 4325471
什么是DOI,文献DOI怎么找? 2374277
邀请新用户注册赠送积分活动 1369588
关于科研通互助平台的介绍 1333781