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
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.
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