Kwon Yujin, Park Minhee, Jang Mi, Yun Seongju, Kim Won Kyu, Kim Sora, Paik Soonmyung, Lee Hyun Jung, Hong Sungpil, Kim Tae Il, Min Byungsoh, Kim Hoguen
Department of Pathology and BK21 for Medical Science, Yonsei University College of Medicine, Seoul, Korea.
Severance Biomedical Science Institute and BK21 for Medical Science, Yonsei University College of Medicine, Seoul, Korea.
Oncotarget. 2017 Jun 13;8(24):39367-39381. doi: 10.18632/oncotarget.17023.
Individualizing adjuvant chemotherapy is important in patients with advanced colorectal cancers (CRCs), and the ability to identify molecular subtypes predictive of good prognosis for stage III CRCs after adjuvant chemotherapy could be highly beneficial. We performed microarray-based gene expression analysis on 101 fresh-frozen primary samples from patients with stage III CRCs treated with FOLFOX adjuvant chemotherapy and 35 matched non-neoplastic mucosal tissues. CRC samples were classified into four molecular subtypes using nonnegative matrix factorization, and for comparison, we also grouped CRC samples using the proposed consensus molecular subtypes (CMSs). Of the 101 cases, 80 were classified into a CMS group, which shows a 79% correlation between the CMS classification and our four molecular subtypes. We found that two of our subtypes showed significantly higher disease-free survival and overall survival than the others. Group 2, in particular, which showed no disease recurrence or death, was characterized by high microsatellite instability (MSI-H, 6/21), abundant mucin production (12/21), and right-sided location (12/21); this group strongly correlated with CMS1 (microsatellite instability immune type). We further identified the molecular characteristics of each group and selected 10 potential biomarker genes from each. When these were compared to the previously reported molecular classifier genes, we found that 31 out of 40 selected genes were matched with those previously reported. Our findings indicate that molecular classification can reveal specific molecular subtypes correlating with clinicopathologic features of CRCs and can have predictive value for the prognosis for stage III CRCs with FOLFOX adjuvant chemotherapy.
对晚期结直肠癌(CRC)患者进行个体化辅助化疗很重要,能够识别出可预测III期CRC患者辅助化疗后良好预后的分子亚型可能会带来极大益处。我们对101例接受FOLFOX辅助化疗的III期CRC患者的新鲜冷冻原发样本以及35例匹配的非肿瘤黏膜组织进行了基于微阵列的基因表达分析。使用非负矩阵分解将CRC样本分为四种分子亚型,为作比较,我们还使用提议的共识分子亚型(CMS)对CRC样本进行分组。在101例病例中,80例被归入CMS组,这表明CMS分类与我们的四种分子亚型之间的相关性为79%。我们发现我们的两种亚型的无病生存期和总生存期显著高于其他亚型。特别是第2组,无疾病复发或死亡,其特征为高微卫星不稳定性(MSI-H,6/21)、大量黏蛋白产生(12/21)和右侧位置(12/21);该组与CMS1(微卫星不稳定性免疫型)密切相关。我们进一步确定了每组的分子特征,并从每组中选择了10个潜在生物标志物基因。将这些基因与先前报道的分子分类基因进行比较时,我们发现40个所选基因中有31个与先前报道的基因匹配。我们的研究结果表明,分子分类可以揭示与CRC临床病理特征相关的特定分子亚型,并且对接受FOLFOX辅助化疗的III期CRC患者的预后具有预测价值。