Bertok Tomas, Bertokova Aniko, Jane Eduard, Hires Michal, Aguedo Juvissan, Potocarova Maria, Lukac Ludovit, Vikartovska Alica, Kasak Peter, Borsig Lubor, Tkac Jan
Institute of Chemistry, Slovak Academy of Sciences, Bratislava, Slovakia.
University Hospital Bratislava, Bratislava, Slovakia.
Front Oncol. 2021 Dec 9;11:735338. doi: 10.3389/fonc.2021.735338. eCollection 2021.
Colorectal cancer (CRC) is one of the most common types of cancer among men and women worldwide. Efforts are currently underway to find novel and more cancer-specific biomarkers that could be detected in a non-invasive way. The analysis of aberrant glycosylation of serum glycoproteins is a way to discover novel diagnostic and prognostic CRC biomarkers. The present study investigated a whole-serum glycome with a panel of 16 different lectins in search for age-independent and CRC-specific glycomarkers using receiver operating characteristic (ROC) curve analyses and glycan heat matrices. Glycosylation changes present in the whole serum were identified, which could lead to the discovery of novel biomarkers for CRC diagnostics. In particular, the change in the bisecting glycans (recognized by erythroagglutinin) had the highest discrimination potential for CRC diagnostics in combination with human L selectin providing area under the ROC curve (AUC) of 0.989 (95% CI 0.950-1.000), specificity of 1.000, sensitivity of 0.900, and accuracy of 0.960. We also implemented novel tools for identification of lectins with strong discrimination power.
结直肠癌(CRC)是全球男性和女性中最常见的癌症类型之一。目前正在努力寻找可以通过非侵入性方式检测到的新型且更具癌症特异性的生物标志物。血清糖蛋白异常糖基化分析是发现新型结直肠癌诊断和预后生物标志物的一种方法。本研究使用一组16种不同的凝集素对全血清糖组进行研究,通过受试者工作特征(ROC)曲线分析和聚糖热矩阵寻找与年龄无关的结直肠癌特异性糖标志物。确定了全血清中存在的糖基化变化,这可能会导致发现用于结直肠癌诊断的新型生物标志物。特别是,平分聚糖(被红血细胞凝集素识别)的变化与人类L选择素结合时,对结直肠癌诊断具有最高的鉴别潜力,受试者工作特征曲线下面积(AUC)为0.989(95%置信区间0.950 - 1.000),特异性为1.000,敏感性为0.900,准确性为0.960。我们还采用了新工具来识别具有强大鉴别能力的凝集素。