Vučković Frano, Theodoratou Evropi, Thaçi Kujtim, Timofeeva Maria, Vojta Aleksandar, Štambuk Jerko, Pučić-Baković Maja, Rudd Pauline M, Đerek Lovorka, Servis Dražen, Wennerström Annika, Farrington Susan M, Perola Markus, Aulchenko Yurii, Dunlop Malcolm G, Campbell Harry, Lauc Gordan
Genos Glycoscience Research Laboratory, Zagreb, Croatia.
Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom. Colon Cancer Genetics Group, Institute of Genetics and Molecular Medicine, University of Edinburgh and Medical Research Council Human Genetics Unit, Edinburgh, United Kingdom.
Clin Cancer Res. 2016 Jun 15;22(12):3078-86. doi: 10.1158/1078-0432.CCR-15-1867. Epub 2016 Feb 1.
Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation on colorectal cancer were never investigated before.
Using recently developed high-throughput UPLC technology for IgG glycosylation analysis, we analyzed IgG glycome composition in 760 patients with colorectal cancer and 538 matching controls. Effects of surgery were evaluated in 28 patients sampled before and three times after surgery. A predictive model was built using regularized logistic regression and evaluated using a 10-cross validation procedure. Furthermore, IgG glycome composition was analyzed in 39 plasma samples collected before initial diagnosis of colorectal cancer.
We have found that colorectal cancer associates with decrease in IgG galactosylation, IgG sialylation and increase in core-fucosylation of neutral glycans with concurrent decrease of core-fucosylation of sialylated glycans. Although a model based on age and sex did not show discriminative power (AUC = 0.499), the addition of glycan variables into the model considerably increased the discriminative power of the model (AUC = 0.755). However, none of these differences were significant in the small set of samples collected before the initial diagnosis.
Considering the functional relevance of IgG glycosylation for both tumor immunosurveillance and clinical efficacy of therapy with mAbs, individual variation in IgG glycosylation may turn out to be important for prediction of disease course or the choice of therapy, thus warranting further, more detailed studies of IgG glycosylation in colorectal cancer. Clin Cancer Res; 22(12); 3078-86. ©2016 AACR.
糖基化改变对免疫球蛋白G(IgG)的结构和功能有显著影响,进而也会影响癌症免疫监视。由于技术限制,此前从未研究过高遗传性个体差异以及IgG糖基化变化动态差异对结直肠癌的影响。
我们使用最近开发的用于IgG糖基化分析的高通量超高效液相色谱(UPLC)技术,分析了760例结直肠癌患者和538例匹配对照的IgG糖组组成。对28例术前及术后三次采样的患者评估手术效果。使用正则逻辑回归建立预测模型,并采用10折交叉验证程序进行评估。此外,还分析了39例在结直肠癌初诊前采集的血浆样本中的IgG糖组组成。
我们发现,结直肠癌与IgG半乳糖基化降低、IgG唾液酸化降低以及中性聚糖核心岩藻糖基化增加相关,同时唾液酸化聚糖的核心岩藻糖基化降低。虽然基于年龄和性别的模型没有显示出判别能力(曲线下面积[AUC]=0.499),但在模型中加入聚糖变量显著提高了模型的判别能力(AUC=0.755)。然而,在初诊前采集的少量样本中,这些差异均无统计学意义。
考虑到IgG糖基化对肿瘤免疫监视和单克隆抗体治疗临床疗效的功能相关性,IgG糖基化的个体差异可能对疾病进程的预测或治疗选择很重要,因此有必要对结直肠癌中IgG糖基化进行进一步、更详细的研究。《临床癌症研究》;22(12);3078 - 86。©2016美国癌症研究协会。