A transcriptomic score to classify the inflammation-dysplasia-cancer sequence lesions in Inflammatory Bowel Disease

医学 转录组 发育不良 炎症性肠病 基因签名 队列 结直肠癌 内科学 癌症 肿瘤科 疾病 病理 基因 基因表达 生物 遗传学
作者
Anneline Cremer,Nicolas Rosewick,Morris I. Kelsey,Eric Trépo,Frédérick Libert,Martine De Vos,Filip Baert,Tom G. Moreels,Édouard Louis,Jean-François Rahier,Pieter Demetter,John M. Sedivy,Séverine Vermeire,Denis Franchimont
出处
期刊:Journal of Crohn's and Colitis [Oxford University Press]
标识
DOI:10.1093/ecco-jcc/jjaf026
摘要

Abstract Background and aims Inflammatory bowel disease (IBD) is associated with a higher risk of developing colorectal cancer, according to the inflammation-dysplasia-cancer (IDC) sequence from inflammation to colitis-associated colorectal cancer (CAC). The objective of this study was to identify and generate a transcriptomic signature and score, related to the IDC sequence, that could ultimately classify dysplasia and cancer in IBD. Methods Demographics, clinical parameters, histological characteristics and RNA-sequencing data were evaluated on 134 formalin-fixed paraffin-embedded lesions from 2 independent cohorts of IBD patients with low- or high-grade dysplasia (LGD, HGD) and/or CAC. An ordinal logistic regression screened for significant IDC sequence-associated genes that were computed in a transcriptomic signature score. Results Principal component analysis and unsupervised clustering on 1% of the most variable genes showed a good clustering between the 4 lesion groups (Normal Mucosa, Inflamed Mucosa, LGD/HGD, and CAC). A gene signature was identified on 27 genes that correlated with the lesion groups in the exploratory cohort. The most weighted gene in this transcriptomic signature was the long non-coding regulatory RNA KCNQ1OT1, a gate keeper against genomic instability and transposon activation. Based on these 27- genes expression, we built and validated a transcriptomic signature score to classify dysplasia and CAC. The overall accuracy of the transcriptomic signature score was 85.71% in the exploratory cohort and 90.91% in the validation cohort. Conclusion We identified a tissue-based transcriptomic score to classify IDC lesions in IBD patients and uncovered some of the pivotal genes in the carcinogenesis related to inflammation in IBD.
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
zyjx完成签到 ,获得积分10
1秒前
淡淡的雪完成签到,获得积分10
1秒前
默默地读文献应助DONNYTIO采纳,获得10
2秒前
任大师兄完成签到,获得积分10
3秒前
Owen应助bosszjw采纳,获得10
3秒前
5秒前
Rewi_Zhang完成签到,获得积分10
5秒前
呆萌刺猬完成签到 ,获得积分10
5秒前
谨慎初曼完成签到,获得积分10
5秒前
Amy完成签到 ,获得积分10
6秒前
8秒前
9秒前
张铁柱完成签到,获得积分10
9秒前
我是老大应助哈哈采纳,获得10
10秒前
Patrick完成签到,获得积分10
10秒前
11秒前
小谭完成签到 ,获得积分10
11秒前
樊小胖完成签到,获得积分10
12秒前
13秒前
科研通AI2S应助小奇采纳,获得10
14秒前
调皮的完成签到 ,获得积分10
14秒前
淡定的老头完成签到,获得积分10
15秒前
16秒前
bosszjw发布了新的文献求助10
16秒前
不钓鱼完成签到,获得积分10
18秒前
卫邴ken发布了新的文献求助10
18秒前
学术老6完成签到 ,获得积分10
20秒前
22秒前
端庄的砖头完成签到,获得积分10
23秒前
左丘白桃完成签到,获得积分10
25秒前
25秒前
XJTU_jyh完成签到,获得积分10
29秒前
29秒前
科研通AI5应助凌晨五点的采纳,获得10
30秒前
懒癌晚期完成签到,获得积分10
30秒前
极品小亮完成签到,获得积分10
31秒前
34秒前
qwe1108完成签到 ,获得积分10
35秒前
xiao金完成签到,获得积分10
35秒前
36秒前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
ISCN 2024 – An International System for Human Cytogenomic Nomenclature (2024) 3000
Continuum Thermodynamics and Material Modelling 2000
Encyclopedia of Geology (2nd Edition) 2000
105th Edition CRC Handbook of Chemistry and Physics 1600
Maneuvering of a Damaged Navy Combatant 650
Fashion Brand Visual Design Strategy Based on Value Co-creation 350
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 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3777834
求助须知:如何正确求助?哪些是违规求助? 3323321
关于积分的说明 10213925
捐赠科研通 3038575
什么是DOI,文献DOI怎么找? 1667549
邀请新用户注册赠送积分活动 798161
科研通“疑难数据库(出版商)”最低求助积分说明 758290