ASTA Inc., Gyeonggi Biocenter, Eui-dong, Youngtong-gu, Suwon 443-270, Republic of Korea ; Department of Food and Nutrition, Chungnam National University, Yuseong-gu, Daejeon 305-764, Republic of Korea.
ASTA Inc., Gyeonggi Biocenter, Eui-dong, Youngtong-gu, Suwon 443-270, Republic of Korea.
Dis Markers. 2014;2014:634289. doi: 10.1155/2014/634289. Epub 2014 Feb 4.
Changes of glycosylation pattern in serum proteins have been linked to various diseases including cancer, suggesting possible development of novel biomarkers based on the glycomic analysis. In this study, N-linked glycans from human serum were quantitatively profiled by matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) and compared between healthy controls and ovarian cancer patients. A training set consisting of 40 healthy controls and 40 ovarian cancer cases demonstrated an inverse correlation between P value of ANOVA and area under the curve (AUC) of each candidate biomarker peak from MALDI-TOF MS, providing standards for the classification. A multibiomarker panel composed of 15 MALDI-TOF MS peaks resulted in AUC of 0.89, 8090% sensitivity, and 7083% specificity in the training set. The performance of the biomarker panel was validated in a separate blind test set composed of 23 healthy controls and 37 ovarian cancer patients, leading to 81~84% sensitivity and 83% specificity with cut-off values determined by the training set. Sensitivity of CA-125, the most widely used ovarian cancer marker, was 74% in the training set and 78% in the test set, respectively. These results indicate that MALDI-TOF MS-mediated serum N-glycan analysis could provide critical information for the screening of ovarian cancer.
糖基化模式的变化与包括癌症在内的各种疾病有关,这表明可以基于糖组学分析开发新的生物标志物。在这项研究中,通过基质辅助激光解吸电离飞行时间(MALDI-TOF)质谱(MS)对人血清中的 N-连接聚糖进行定量分析,并将健康对照组和卵巢癌患者进行比较。一个由 40 名健康对照者和 40 名卵巢癌患者组成的训练集显示,方差分析的 P 值与 MALDI-TOF MS 中每个候选生物标志物峰的曲线下面积(AUC)之间存在反比关系,为分类提供了标准。由 15 个 MALDI-TOF MS 峰组成的多生物标志物面板在训练集中的 AUC 为 0.89,灵敏度为 80-90%,特异性为 70-83%。该生物标志物面板的性能在由 23 名健康对照者和 37 名卵巢癌患者组成的单独盲测试集中得到验证,在训练集确定的截止值下,灵敏度为 81-84%,特异性为 83%。CA-125 是最广泛使用的卵巢癌标志物,其在训练集中的灵敏度为 74%,在测试集中的灵敏度为 78%。这些结果表明,MALDI-TOF MS 介导的血清 N-糖链分析可以为卵巢癌的筛查提供重要信息。