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]
卷期号:19 (3)
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 gatekeeper against genomic instability and transposon activation. Based on the expression of these 27 genes, 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 carcinogenesis related to inflammation in IBD.
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