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
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
华仔应助王哪跑12采纳,获得10
刚刚
清晨的粥发布了新的文献求助10
1秒前
2秒前
2秒前
得失心的诅咒完成签到 ,获得积分10
3秒前
Bystander完成签到 ,获得积分10
4秒前
5秒前
QING发布了新的文献求助10
5秒前
6秒前
怜梦发布了新的文献求助10
10秒前
cossen完成签到,获得积分10
10秒前
13秒前
万能图书馆应助火星的雪采纳,获得10
14秒前
sym关闭了sym文献求助
16秒前
yar应助小小猪采纳,获得10
16秒前
17秒前
顾矜应助开心的安雁采纳,获得10
17秒前
Crrr完成签到,获得积分10
17秒前
19秒前
19秒前
安琪儿完成签到,获得积分10
20秒前
HEIKU应助carly采纳,获得10
21秒前
大个应助王哪跑12采纳,获得10
23秒前
领导范儿应助快哒哒哒采纳,获得10
24秒前
th0357发布了新的文献求助10
24秒前
ccrr发布了新的文献求助10
24秒前
w420860432发布了新的文献求助10
25秒前
安琪儿发布了新的文献求助20
28秒前
29秒前
潇洒的如凡完成签到,获得积分20
31秒前
清晨的粥完成签到,获得积分10
31秒前
Dsunflower完成签到 ,获得积分10
31秒前
随机游动完成签到,获得积分10
32秒前
33秒前
啊啊啊发布了新的文献求助10
35秒前
啾啾zZ完成签到 ,获得积分10
36秒前
Doughnut发布了新的文献求助10
37秒前
大模型应助无奈的雨竹采纳,获得10
37秒前
Cherish完成签到,获得积分10
39秒前
杨杨关注了科研通微信公众号
41秒前
高分求助中
Востребованный временем 2500
Agaricales of New Zealand 1: Pluteaceae - Entolomataceae 1040
지식생태학: 생태학, 죽은 지식을 깨우다 600
海南省蛇咬伤流行病学特征与预后影响因素分析 500
Neuromuscular and Electrodiagnostic Medicine Board Review 500
ランス多機能化技術による溶鋼脱ガス処理の高効率化の研究 500
Relativism, Conceptual Schemes, and Categorical Frameworks 500
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 纳米技术 内科学 物理 化学工程 计算机科学 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 电极
热门帖子
关注 科研通微信公众号,转发送积分 3462763
求助须知:如何正确求助?哪些是违规求助? 3056257
关于积分的说明 9051348
捐赠科研通 2745940
什么是DOI,文献DOI怎么找? 1506717
科研通“疑难数据库(出版商)”最低求助积分说明 696194
邀请新用户注册赠送积分活动 695720