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核仁素 2 是一种有价值的预后生物标志物,可预测肝细胞癌切除术后的早期复发。

NUF2 is a valuable prognostic biomarker to predict early recurrence of hepatocellular carcinoma after surgical resection.

机构信息

Division of Cellular and Molecular Research, National Cancer Centre Singapore, Singapore.

Department of Hepatobiliary Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, China.

出版信息

Int J Cancer. 2019 Aug 1;145(3):662-670. doi: 10.1002/ijc.32134. Epub 2019 Feb 4.

DOI:10.1002/ijc.32134
PMID:30653265
Abstract

Early tumor recurrence after curative surgical resection poses a great challenge to the clinical management of hepatocellular carcinoma (HCC). We conducted whole genome expression microarrays on 64 primary HCC tumors with clinically defined recurrence status and cross-referenced with RNA-seq data from 18 HCC tumors in the Cancer Genome Atlas project. We identified a 77-gene signature, which is significantly associated with early recurrent (ER) HCC tumors. This ER-associated signature shows significant enrichment in genes involved in cell cycle pathway. We performed receiver operating characteristic (ROC) analysis to evaluate the prognostic biomarker potential of these 77 genes and Pearson correlation analysis to identify 11 close clusters. The one gene with the best area under the ROC curve in each of the 11 clusters was selected for validation using reverse-transcription quantitative PCR in an independent cohort of 24 HCC tumors. NUF2 was identified to be the minimal biomarker sufficient to discriminate ER tumors from LR tumors. NUF2 in combination with liver cirrhosis could significantly improve the detection of ER tumors with an AUROC of 0.82 and 0.85 in the test and validation cohort, respectively. In conclusion, NUF2 in combination with liver cirrhosis is a promising prognostic biomarker for early HCC recurrence.

摘要

根治性手术切除后早期肿瘤复发对肝细胞癌(HCC)的临床管理构成了巨大挑战。我们对 64 例具有临床定义复发状态的原发性 HCC 肿瘤进行了全基因组表达微阵列分析,并与癌症基因组图谱项目中 18 例 HCC 肿瘤的 RNA-seq 数据进行了交叉参考。我们确定了一个与早期复发性(ER)HCC 肿瘤显著相关的 77 基因特征。这个与 ER 相关的特征在细胞周期途径相关基因中表现出明显的富集。我们进行了接收者操作特征(ROC)分析,以评估这些 77 个基因的预后生物标志物潜力,并进行 Pearson 相关性分析以确定 11 个紧密聚类。在独立的 24 例 HCC 肿瘤队列中,使用逆转录定量 PCR 对每个 11 个聚类中的最佳 ROC 曲线下面积的一个基因进行验证。确定 NUF2 是足以区分 ER 肿瘤与 LR 肿瘤的最小生物标志物。NUF2 与肝硬化相结合,在测试和验证队列中的 AUROC 分别为 0.82 和 0.85,可显著提高 ER 肿瘤的检测率。总之,NUF2 与肝硬化相结合是早期 HCC 复发的有前途的预后生物标志物。

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