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一种用于对炎症性肠病中炎症-发育异常-癌症序列病变进行分类的转录组学评分。

A transcriptomic score to classify the inflammation-dysplasia-cancer sequence lesions in inflammatory bowel disease.

作者信息

Cremer Anneline, Rosewick Nicolas, Kelsey Maxfield, Trépo Eric, Libert Frédérick, De Vos Martine, Baert Filip, Moreels Tom, Louis Edouard, Rahier Jean-François, Demetter Pieter, Sedivy John M, Vermeire Séverine, Franchimont Denis

机构信息

Department of Gastroenterology, HUB Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium.

Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium.

出版信息

J Crohns Colitis. 2025 Mar 5;19(3). doi: 10.1093/ecco-jcc/jjaf026.

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.

摘要

背景与目的

根据从炎症到结肠炎相关结直肠癌(CAC)的炎症-发育异常-癌症(IDC)序列,炎症性肠病(IBD)与患结直肠癌的风险较高相关。本研究的目的是识别并生成与IDC序列相关的转录组特征和评分,最终能够对IBD中的发育异常和癌症进行分类。

方法

对来自2个独立队列的134个福尔马林固定石蜡包埋病变进行了人口统计学、临床参数、组织学特征和RNA测序数据评估,这些病变来自患有低级别或高级别发育异常(LGD、HGD)和/或CAC的IBD患者。通过有序逻辑回归筛选出在转录组特征评分中计算的与IDC序列显著相关的基因。

结果

对1%变异最大的基因进行主成分分析和无监督聚类,结果显示4个病变组(正常黏膜、炎症黏膜、LGD/HGD和CAC)之间聚类良好。在探索性队列中,在27个与病变组相关的基因上鉴定出了一个基因特征。这个转录组特征中权重最大的基因是长链非编码调控RNA KCNQ1OT1,它是基因组稳定性和转座子激活的守门人。基于这27个基因的表达,我们构建并验证了一个转录组特征评分来对发育异常和CAC进行分类。转录组特征评分在探索性队列中的总体准确率为85.71%,在验证队列中的总体准确率为90.91%。

结论

我们识别出了一种基于组织的转录组评分来对IBD患者的IDC病变进行分类,并揭示了IBD中与炎症相关的致癌过程中的一些关键基因。

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本文引用的文献

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Colorectal Cancer in Inflammatory Bowel Disease: Mechanisms and Management.炎症性肠病相关结直肠癌:发病机制与处理
Gastroenterology. 2022 Mar;162(3):715-730.e3. doi: 10.1053/j.gastro.2021.10.035. Epub 2021 Oct 29.

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