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肿瘤破裂负荷是基因组不稳定性的一个具有生物学相关性的特征,在结直肠癌中具有预后价值。

Tumour break load is a biologically relevant feature of genomic instability with prognostic value in colorectal cancer.

机构信息

Bioinformatics Group, Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam 1081HV, the Netherlands; Department of Pathology, Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066CX, the Netherlands.

Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, 08036, Spain.

出版信息

Eur J Cancer. 2022 Dec;177:94-102. doi: 10.1016/j.ejca.2022.09.034. Epub 2022 Oct 8.

Abstract

BACKGROUND

Clinically implemented prognostic biomarkers are lacking for the 80% of colorectal cancers (CRCs) that exhibit chromosomal instability (CIN). CIN is characterised by chromosome segregation errors and double-strand break repair defects that lead to somatic copy number aberrations (SCNAs) and chromosomal rearrangement-associated structural variants (SVs), respectively. We hypothesise that the number of SVs is a distinct feature of genomic instability and defined a new measure to quantify SVs: the tumour break load (TBL). The present study aimed to characterise the biological impact and clinical relevance of TBL in CRC.

METHODS

Disease-free survival and SCNA data were obtained from The Cancer Genome Atlas and two independent CRC studies. TBL was defined as the sum of SCNA-associated SVs. RNA gene expression data of microsatellite stable (MSS) CRC samples were used to train an RNA-based TBL classifier. Dichotomised DNA-based TBL data were used for survival analysis.

RESULTS

TBL shows large variation in CRC with poor correlation to tumour mutational burden and fraction of genome altered. TBL impact on tumour biology was illustrated by the high accuracy of classifying cancers in TBL-high and TBL-low (area under the receiver operating characteristic curve [AUC]: 0.88; p < 0.01). High TBL was associated with disease recurrence in 85 stages II-III MSS CRCs from The Cancer Genome Atlas (hazard ratio [HR]: 6.1; p = 0.007) and in two independent validation series of 57 untreated stages II-III (HR: 4.1; p = 0.012) and 74 untreated stage II MSS CRCs (HR: 2.4; p = 0.01).

CONCLUSION

TBL is a prognostic biomarker in patients with non-metastatic MSS CRC with great potential to be implemented in routine molecular diagnostics.

摘要

背景

临床上缺乏用于 80%表现出染色体不稳定性(CIN)的结直肠癌(CRC)的预后生物标志物。CIN 的特征是染色体分离错误和双链断裂修复缺陷,分别导致体细胞拷贝数异常(SCNAs)和染色体重排相关结构变异(SVs)。我们假设 SV 的数量是基因组不稳定性的一个显著特征,并定义了一种新的衡量标准来量化 SVs:肿瘤断裂负荷(TBL)。本研究旨在描述 TBL 在 CRC 中的生物学影响和临床相关性。

方法

无病生存和 SCNAs 数据来自癌症基因组图谱(The Cancer Genome Atlas,TCGA)和两个独立的 CRC 研究。TBL 定义为与 SCNAs 相关的 SVs 的总和。微卫星稳定(microsatellite stable,MSS)CRC 样本的 RNA 基因表达数据用于训练基于 RNA 的 TBL 分类器。基于 DNA 的 TBL 数据被二分类用于生存分析。

结果

TBL 在 CRC 中表现出很大的差异,与肿瘤突变负荷和基因组改变的比例相关性差。TBL 对肿瘤生物学的影响通过对 TBL 高和 TBL 低(ROC 曲线下面积 [AUC]:0.88;p<0.01)的癌症的高分类准确性得到了说明。在 TCGA 的 85 例 II-III 期 MSS CRC 中,高 TBL 与疾病复发相关(风险比 [HR]:6.1;p=0.007),在两个独立的未经治疗的 II-III 期 57 例(HR:4.1;p=0.012)和 74 例未经治疗的 II 期 MSS CRC (HR:2.4;p=0.01)中也存在相关性。

结论

TBL 是 MSS CRC 患者的一种预后生物标志物,具有在常规分子诊断中实施的巨大潜力。

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