清晨好,您是今天最早来到科研通的研友!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,伴您科研之路漫漫前行!

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
20秒前
20秒前
机智的苗条完成签到,获得积分10
22秒前
宋文娟发布了新的文献求助10
26秒前
蓝意完成签到,获得积分0
33秒前
33秒前
Copyright应助科研通管家采纳,获得10
37秒前
酷波er应助宋文娟采纳,获得10
41秒前
浚稚完成签到 ,获得积分10
46秒前
48秒前
59秒前
1分钟前
大菠萝5发布了新的文献求助10
1分钟前
1分钟前
Una发布了新的文献求助10
1分钟前
Una发布了新的文献求助10
1分钟前
冷酷的冰枫完成签到,获得积分10
1分钟前
1分钟前
zhengzengpeng完成签到,获得积分10
1分钟前
zhengzengpeng发布了新的文献求助10
1分钟前
Una完成签到,获得积分10
1分钟前
搜集达人应助大菠萝5采纳,获得10
1分钟前
2分钟前
Kao应助雪山飞龙采纳,获得10
2分钟前
帅气的芷文完成签到,获得积分10
2分钟前
Copyright应助科研通管家采纳,获得10
2分钟前
打打应助YCC采纳,获得10
2分钟前
2分钟前
2分钟前
灿烂而孤独的八戒完成签到 ,获得积分0
2分钟前
2分钟前
2分钟前
yeah发布了新的文献求助10
3分钟前
孤独星月发布了新的文献求助10
3分钟前
3分钟前
一只不受管束的小狸Miao完成签到 ,获得积分10
3分钟前
3分钟前
纯真天荷完成签到,获得积分10
3分钟前
玛卡巴卡爱吃饭完成签到 ,获得积分10
3分钟前
3分钟前
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
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
The recovery-stress questionnaires : user manual 800
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 7257623
求助须知:如何正确求助?哪些是违规求助? 8879556
关于积分的说明 18757251
捐赠科研通 6937984
什么是DOI,文献DOI怎么找? 3201123
关于科研通互助平台的介绍 2375227
邀请新用户注册赠送积分活动 2176952