已入深夜,您辛苦了!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!祝你早点完成任务,早点休息,好梦!

Liquid biopsy to identify Barrett’s oesophagus, dysplasia and oesophageal adenocarcinoma: theEMERALDmulticentre study

医学 队列 内科学 生物标志物 发育不良 肿瘤科 癌症 胃肠病学 腺癌 巴雷特食管 接收机工作特性 病理 生物 生物化学
作者
Jinsei Miyoshi,Alessandro Mannucci,Marco Scarpa,Feng Gao,Shusuke Toden,Timothy G. Whitsett,Landon J. Inge,Ross M. Bremner,Tetsuji Takayama,Yulan Cheng,Teodoro Bottiglieri,Iris D Nagetaal,Martha J. Shrubsole,Ali H. Zaidi,Xin Wang,Helen G. Coleman,Lesley Anderson,Stephen J. Meltzer,Ajay Goel
出处
期刊:Gut [BMJ]
卷期号:74 (2): 169-181 被引量:14
标识
DOI:10.1136/gutjnl-2024-333364
摘要

Background There is no clinically relevant serological marker for the early detection of oesophageal adenocarcinoma (EAC) and its precursor lesion, Barrett’s oesophagus (BE). Objective To develop and test a blood-based assay for EAC and BE. Design Oesophageal MicroRNAs of BaRRett, Adenocarcinoma and Dysplasia ( EMERALD ) was a large, international, multicentre biomarker cohort study involving 792 patient samples from 4 countries ( NCT06381583 ) to develop and validate a circulating miRNA signature for the early detection of EAC and high-risk BE. Tissue-based miRNA sequencing and microarray datasets (n=134) were used to identify candidate miRNAs of diagnostic potential, followed by validation using 42 pairs of matched cancer and normal tissues. The usefulness of the candidate miRNAs was initially assessed using 108 sera (44 EAC, 34 EAC precursors and 30 non-disease controls). We finally trained a machine learning model (XGBoost+AdaBoost) on RT-qPCR results from circulating miRNAs from a training cohort (n=160) and independently tested it in an external cohort (n=295). Results After a strict process of biomarker discovery and selection, we identified six miRNAs that were overexpressed in all sera of patients compared with non-disease controls from three independent cohorts of different nationalities (miR-106b, miR-146a, miR-15a, miR-18a, miR-21 and miR-93). We established a six-miRNA diagnostic signature using the training cohort (area under the receiver operating characteristic curve (AUROC): 97.6%) and tested it in an independent cohort (AUROC: 91.9%). This assay could also identify patients with BE among patients with gastro-oesophageal reflux disease (AUROC: 94.8%, sensitivity: 92.8%, specificity: 85.1%). Conclusion Using a comprehensive approach integrating unbiased genome-wide biomarker discovery and several independent experimental validations, we have developed and validated a novel blood test that might complement screening options for BE/EAC. Trial registration number NCT06381583 .
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
慕青应助王子努力搞科研采纳,获得10
4秒前
4秒前
6秒前
飘逸的谷菱完成签到,获得积分10
6秒前
丹江给丹江的求助进行了留言
6秒前
Nole应助朴素的鸡采纳,获得10
7秒前
8秒前
syb完成签到,获得积分10
8秒前
9秒前
科研通AI2S应助徐梓睿采纳,获得10
11秒前
11秒前
英姑应助幕山白采纳,获得10
11秒前
叶友菱发布了新的文献求助10
12秒前
单源昊发布了新的文献求助10
13秒前
13秒前
Bbg发布了新的文献求助10
14秒前
14秒前
乔巴发布了新的文献求助10
14秒前
15秒前
甜甜青文完成签到 ,获得积分10
15秒前
泥人满完成签到,获得积分10
16秒前
FFF完成签到,获得积分10
17秒前
17秒前
18秒前
靓仔发布了新的文献求助20
18秒前
ldno1发布了新的文献求助10
18秒前
19秒前
科研通AI6.4应助泥人满采纳,获得10
20秒前
li发布了新的文献求助10
20秒前
jeffery111发布了新的文献求助10
21秒前
21秒前
陈野青发布了新的文献求助10
22秒前
小医学生发布了新的文献求助10
23秒前
科研通AI6.4应助单源昊采纳,获得10
24秒前
huiyin完成签到,获得积分10
24秒前
徐梓睿发布了新的文献求助10
25秒前
大个应助远之采纳,获得30
26秒前
小蘑菇应助jeffery111采纳,获得10
27秒前
28秒前
orixero应助小绵羊大王采纳,获得10
28秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 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
Arthritis and Related Conditions, An Issue of Orthopedic Clinics 1000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
ズームレンズの光学設計に関する研究 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 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 7288874
求助须知:如何正确求助?哪些是违规求助? 8908465
关于积分的说明 18854876
捐赠科研通 6957353
什么是DOI,文献DOI怎么找? 3208959
关于科研通互助平台的介绍 2378712
邀请新用户注册赠送积分活动 2184750