Department of Cancer and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Laboratoriesenteret 4. Etg Erling Skjalgssons Gate 1 7030, Trondheim, Norway.
Department of Pathology, St.Olav's Hospital, Trondheim, Norway.
Mol Cancer. 2024 Jun 27;23(1):133. doi: 10.1186/s12943-024-02042-7.
Metastatic colorectal cancer (mCRC) presents significant challenges in clinical management due to its heterogeneity and variable response to treatment. In this study, we conducted comprehensive small RNA (sRNA) sequencing analyses to identify sRNA biomarkers associated with survival and treatment response in mCRC patients. We measured serum sRNAs before and after chemotherapy treatment in a discovery cohort of 189 mCRC patients. Our analysis revealed 25 microRNAs (miRNA) as significantly associated with overall survival at baseline. We found that 11 of the 25 significant miRNAs were also significant in an independent validation cohort of 20 mCRC patients, including the top five miRNAs from the discovery cohort. Importantly, all but four of the 25 significant miRNAs from the discovery cohort had hazard ratios in the same direction in the validation cohort. Among the 25 significant miRNAs, we identified the miR-320 family of miRNAs as the strongest independent prognostic marker, with high baseline levels correlating with poor survival outcomes. Furthermore, post-treatment levels of the same miRNAs were even more predictive of overall survival, emphasizing the prognostic value of serum changes in miRNA levels before and after treatment. Moreover, we observed significant changes in serum miRNAs and other sRNAs when comparing samples before and after chemotherapy, with distinct expression patterns between responders and non-responders. Leveraging these differential expression patterns, we established a serum sRNA signature that accurately predicts response to chemotherapy with an area under the curve (AUC) of 0.8. In summary, our study highlights the prognostic and predictive potential of sRNA biomarkers in mCRC, offering valuable insights into patient stratification and personalized treatment approaches.
转移性结直肠癌 (mCRC) 因其异质性和对治疗的反应变化而在临床管理中带来重大挑战。在这项研究中,我们进行了全面的小 RNA (sRNA) 测序分析,以确定与 mCRC 患者生存和治疗反应相关的 sRNA 生物标志物。我们在一个包含 189 名 mCRC 患者的发现队列中测量了化疗治疗前后的血清 sRNAs。我们的分析显示,25 个 microRNAs (miRNA) 在基线时与总体生存率显著相关。我们发现,在一个包含 20 名 mCRC 患者的独立验证队列中,这 25 个显著 miRNA 中有 11 个也是显著的,包括发现队列中的前五个 miRNA。重要的是,在验证队列中,除了发现队列中的 25 个显著 miRNA 中有四个之外,所有显著 miRNA 的风险比都与发现队列中的一致。在这 25 个显著 miRNA 中,我们确定 miR-320 家族 miRNA 是最强的独立预后标志物,高基线水平与不良生存结局相关。此外,治疗后相同 miRNA 的水平甚至更能预测总体生存率,强调了治疗前后血清 miRNA 水平变化的预后价值。此外,我们在比较化疗前后的样本时观察到血清 miRNAs 和其他 sRNAs 发生了显著变化,应答者和非应答者之间存在明显的表达模式差异。利用这些差异表达模式,我们建立了一个血清 sRNA 特征,可准确预测化疗的反应,曲线下面积 (AUC) 为 0.8。总之,我们的研究强调了 sRNA 生物标志物在 mCRC 中的预后和预测潜力,为患者分层和个性化治疗方法提供了有价值的见解。