Tanabe Kazuhiro, Kitagawa Kae, Kojima Nozomi, Iijima Sadayo
Advanced Technology Center, Medical Solution Segment, LSI Medience Corporation , Tokyo 174-8555, Japan.
Biotechnology Laboratory, Mitsubishi Chemical Group Science and Technology Research Center, Inc. , Yokohama 227-8502, Japan.
J Proteome Res. 2016 Sep 2;15(9):2935-44. doi: 10.1021/acs.jproteome.5b01145. Epub 2016 Aug 9.
High-sensitivity and -specificity diagnostic techniques to detect early-stage hepatocellular carcinoma (HCC) are in high demand. Screening with serum HCC markers, such as alpha-fetoprotein, is not practical because they possess poor sensitivity and specificity. As such, we focused on glycan alterations of glycoproteins found in patient sera in an attempt to discover novel HCC markers that are more specific and sensitive than current HCC markers. Sera from 42 HCC patients and 80 controls, composed of 27 chronic hepatitis B patients, 26 chronic hepatitis C patients, and 27 healthy volunteers, were analyzed in this study. Glycopeptides obtained from serum proteins by trypsin digestion were enriched by ultrafiltration and Aleuria aurantia lectin-based affinity chromatography, followed by analysis using liquid chromatography time-of-flight mass spectrometry. The data were analyzed by our newly developed software, which calculates peak intensities and positions (m/z and elution time), aligns all sample peaks, and integrates all data into a single table. HCC markers were extracted from more than 30 000 detected glycopeptide peaks by t test, mean-fold change, and ROC analyses. As a result, we revealed that alpha-1-acid glycoprotein with multifucosylated tetraantennary N-glycans was significantly elevated in HCC patients, whereas the single fucosylated derivative was not.
人们对用于检测早期肝细胞癌(HCC)的高灵敏度和高特异性诊断技术有很高的需求。使用血清HCC标志物(如甲胎蛋白)进行筛查并不实用,因为它们的灵敏度和特异性较差。因此,我们专注于患者血清中糖蛋白的聚糖变化,试图发现比现有HCC标志物更具特异性和敏感性的新型HCC标志物。本研究分析了42例HCC患者和80例对照者的血清,后者包括27例慢性乙型肝炎患者、26例慢性丙型肝炎患者和27名健康志愿者。通过胰蛋白酶消化从血清蛋白中获得的糖肽经超滤和基于橙黄网柄菌凝集素的亲和色谱法富集,然后使用液相色谱飞行时间质谱进行分析。数据通过我们新开发的软件进行分析,该软件计算峰强度和位置(质荷比和洗脱时间),对齐所有样品峰,并将所有数据整合到一个表格中。通过t检验、平均倍数变化和ROC分析,从超过30000个检测到的糖肽峰中提取HCC标志物。结果,我们发现具有多岩藻糖基化四天线N聚糖的α-1-酸性糖蛋白在HCC患者中显著升高,而单岩藻糖基化衍生物则没有。