Ortega-García María Belén, Mesa Alberto, Moya Elisa L J, Rueda Beatriz, Lopez-Ordoño Gabriel, García Javier Ángel, Conde Verónica, Redondo-Cerezo Eduardo, Lopez-Hidalgo Javier Luis, Jiménez Gema, Peran Macarena, Martínez-González Luis J, Del Val Coral, Zwir Igor, Marchal Juan Antonio, García María Ángel
Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain.
Department of Oncology, Virgen de las Nieves University Hospital, 18014 Granada, Spain.
Cancers (Basel). 2020 Feb 7;12(2):379. doi: 10.3390/cancers12020379.
Colorectal cancer treatment has advanced over the past decade. The drug 5-fluorouracil is still used with a wide percentage of patients who do not respond. Therefore, a challenge is the identification of predictive biomarkers. The protein kinase R (PKR also called EIF2AK2) and its regulator, the non-coding pre-mir-nc886, have multiple effects on cells in response to numerous types of stress, including chemotherapy. In this work, we performed an ambispective study with 197 metastatic colon cancer patients with unresectable metastases to determine the relative expression levels of both nc886 and PKR by qPCR, as well as the location of PKR by immunohistochemistry in tumour samples and healthy tissues (plasma and colon epithelium). As primary end point, the expression levels were related to the objective response to first-line chemotherapy following the response evaluation criteria in solid tumours (RECIST) and, as the second end point, with survival at 18 and 36 months. Hierarchical agglomerative clustering was performed to accommodate the heterogeneity and complexity of oncological patients' data. High expression levels of nc886 were related to the response to treatment and allowed to identify clusters of patients. Although the PKR mRNA expression was not associated with chemotherapy response, the absence of PKR location in the nucleolus was correlated with first-line chemotherapy response. Moreover, a relationship between survival and the expression of both PKR and nc886 in healthy tissues was found. Therefore, this work evaluated the best way to analyse the potential biomarkers PKR and nc886 in order to establish clusters of patients depending on the cancer outcomes using algorithms for complex and heterogeneous data.
在过去十年中,结直肠癌治疗取得了进展。药物5-氟尿嘧啶仍被广泛用于许多无反应的患者。因此,一个挑战是识别预测性生物标志物。蛋白激酶R(PKR,也称为EIF2AK2)及其调节剂非编码前体mir-nc886,对细胞在应对包括化疗在内的多种应激时具有多种作用。在这项工作中,我们对197例有不可切除转移灶的转移性结肠癌患者进行了一项前瞻性研究,通过qPCR确定nc886和PKR的相对表达水平,并通过免疫组织化学确定PKR在肿瘤样本和健康组织(血浆和结肠上皮)中的定位。作为主要终点,表达水平与实体瘤疗效评价标准(RECIST)下一线化疗的客观反应相关,作为次要终点,与18个月和36个月的生存率相关。进行层次聚类分析以适应肿瘤患者数据的异质性和复杂性。nc886的高表达水平与治疗反应相关,并有助于识别患者群体。虽然PKR mRNA表达与化疗反应无关,但核仁中PKR定位的缺失与一线化疗反应相关。此外,还发现了健康组织中PKR和nc886表达与生存率之间的关系。因此,这项工作评估了分析潜在生物标志物PKR和nc886的最佳方法,以便使用针对复杂和异质数据的算法,根据癌症结局建立患者群体。