Biotherapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, People's Republic of China.
Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
J Transl Med. 2019 Aug 6;17(1):253. doi: 10.1186/s12967-019-2008-y.
Noninvasive and effective methods of early diagnosis of colorectal cancer (CRC) are underexplored. Inflammation is known to play an important role in the tumor microenvironment of CRC. Therefore, the aim of this study was to elucidate novel inflammatory biomarkers related to early diagnosis and prognosis of CRC.
Based on the results from a multiplex assay and a pan-cancer screening of TCGA data with 18 cancer types, we identified several targeted biomarkers. We further confirmed these results using a trial cohort of 112 CRC patients and 151 controls (59 healthy donors, 52 colitis and 40 colorectal adenoma patients) by Elisa and immunohistochemistry (IHC). The biomarkers expression levels in CRC patients of different clinical stages were compared. The targeted biomarkers panel was developed using logistic regression model and was then validated using an independent cohort including 75 CRC patients and 90 controls (35 healthy donors, 20 colitis and 35 colorectal adenoma patients). Diagnostic accuracy was evaluated using area under the receiver-operating characteristic (ROC) curve and overall survival analysis was used for prognosis. Gene ontology (GO) analyses and Gene set enrichment analyses (GSEA) were performed to predict the function of the candidate biomarkers.
CCL20 and IL-17A were identified as candidate biomarkers using multiplex assay and pan-cancer screening of TCGA data. Elisa and IHC demonstrated that both CCL20 and IL-17A levels were highly expressed in CRC patients, more especially in patients with advanced stage disease. A signature expression of the two biomarkers showed high diagnostic accuracy of CRC. Importantly, the diagnostic sensitivity and specificity were still satisfactory in the early stage and low carcinoembryonic antigen (CEA) level groups. Bioinformatics analysis revealed that CCL20 and IL-17A may be involved in CRC progression. In addition, the diagnostic performance of CCL20 and IL-17A in combination was superior to that of either marker alone.
Serum CCL20 and IL-17A levels were identified as independent prognostic markers for CRC. The CCL20-IL-17A panel exhibited a good performance in the diagnosis of early stage CRC.
非侵入性和有效的结直肠癌(CRC)早期诊断方法尚未得到充分探索。炎症被认为在 CRC 的肿瘤微环境中起着重要作用。因此,本研究的目的是阐明与 CRC 的早期诊断和预后相关的新型炎症生物标志物。
基于多指标检测分析和 TCGA 数据的泛癌筛查结果,我们鉴定了几个靶向生物标志物。我们进一步通过 Elisa 和免疫组织化学(IHC)在 112 名 CRC 患者和 151 名对照者(59 名健康供体、52 名结肠炎和 40 名结直肠腺瘤患者)的试验队列中验证了这些结果。比较了不同临床分期 CRC 患者的生物标志物表达水平。使用逻辑回归模型开发靶向生物标志物组合,并在包括 75 名 CRC 患者和 90 名对照者(35 名健康供体、20 名结肠炎和 35 名结直肠腺瘤患者)的独立队列中进行验证。使用接受者操作特征(ROC)曲线下面积评估诊断准确性,并进行总生存分析以预测预后。进行基因本体论(GO)分析和基因集富集分析(GSEA)以预测候选生物标志物的功能。
使用多指标检测分析和 TCGA 数据的泛癌筛查鉴定出 CCL20 和 IL-17A 作为候选生物标志物。Elisa 和 IHC 表明,CCL20 和 IL-17A 水平在 CRC 患者中高度表达,尤其是在晚期疾病患者中。两种生物标志物的特征表达显示出 CRC 的高诊断准确性。重要的是,在早期和低癌胚抗原(CEA)水平组中,诊断的灵敏度和特异性仍然令人满意。生物信息学分析表明,CCL20 和 IL-17A 可能参与 CRC 进展。此外,CCL20 和 IL-17A 的联合诊断性能优于单独使用任一标志物。
血清 CCL20 和 IL-17A 水平被确定为 CRC 的独立预后标志物。CCL20-IL-17A 组合在早期 CRC 的诊断中表现出良好的性能。