Jacob Havjin, Stanisavljevic Luka, Storli Kristian Eeg, Hestetun Kjersti E, Dahl Olav, Myklebust Mette P
Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway.
Department of Oncology and Medical Physics, Haukeland University Hospital, Bergen, Norway.
Oncotarget. 2017 Sep 23;8(50):87837-87847. doi: 10.18632/oncotarget.21237. eCollection 2017 Oct 20.
Despite advances in colon cancer research and novel therapies, high risk of recurrence remains a major challenge. This study reports miRNA expression profiling as a biomarker for the prognosis of TNM stage II and III colon cancer. Fresh frozen biopsies from the study cohort (N=111) were analyzed for miRNA by RT-qPCR and LASSO regression analysis was used to build a classifier of miRNAs. The prognostic accuracy was tested and the classifier was validated in an independent colon cohort (TCGA-COAD, N=209). The LASSO regression analysis identified a 16-miRNA signature including miR-143-5p, miR-27a-3p, miR-31-5p, miR-181a-5p, miR-30b-5p, miR-30d-5p, miR-146a-5p, miR-23a-3p, miR-150-5p, miR-210-3p, miR-25-3p, miR-196a-5p, miR-148a-3p, miR-222-3p, miR-30c-5p and miR-223-3p. A low 16-miRNA signature was associated with better 5-year disease-free survival (DFS) in the study cohort than a high signature (93 % versus 58 %; p< 0.001). The signature was an independent prognostic factor for better 5-year DFS in multivariate analyses (HR 21.4; 95% CI: 4.21-108.7; p< 0.001). The results in the validation cohort were consistent with the study cohort in univariate (77 % versus 65 %; p= 0.045) and multivariate analyses (HR 2.0; 95% CI: 1.04-3.89; p=0.039). We identified a 16-miRNA signature as a reliable prognostic biomarker for classification of colon cancer stage II and III patients into groups with low and high risk for recurrence.
尽管在结肠癌研究和新型疗法方面取得了进展,但高复发风险仍然是一个重大挑战。本研究报告了miRNA表达谱作为II期和III期结肠癌预后的生物标志物。通过RT-qPCR对研究队列(N = 111)的新鲜冷冻活检组织进行miRNA分析,并使用LASSO回归分析构建miRNA分类器。对预后准确性进行了测试,并在独立的结肠癌队列(TCGA-COAD,N = 209)中对该分类器进行了验证。LASSO回归分析确定了一个由16个miRNA组成的特征,包括miR-143-5p、miR-27a-3p、miR-31-5p、miR-181a-5p、miR-30b-5p、miR-30d-5p、miR-146a-5p、miR-23a-3p、miR-150-5p、miR-210-3p、miR-25-3p、miR-196a-5p、miR-148a-3p、miR-222-3p、miR-30c-5p和miR-223-3p。在研究队列中,低16-miRNA特征与高特征相比,5年无病生存率(DFS)更好(93%对58%;p < 0.001)。在多变量分析中,该特征是5年DFS更好的独立预后因素(HR 21.4;95% CI:4.21 - 108.7;p < 0.001)。验证队列中的结果在单变量(77%对65%;p = 0.045)和多变量分析(HR 2.0;95% CI:1.04 - 3.89;p = 0.039)中与研究队列一致。我们确定了一个16-miRNA特征作为一种可靠的预后生物标志物,用于将II期和III期结肠癌患者分为复发风险低和高的组。