IgG Glycome in Colorectal Cancer

被引:105
作者
Vuckovic, Frano [1 ]
Theodoratou, Evropi [2 ,3 ,4 ]
Thaci, Kujtim [1 ]
Timofeeva, Maria [3 ,4 ]
Vojta, Aleksandar [5 ]
Stambuk, Jerko [1 ]
Pucic-Bakovic, Maja [1 ]
Rudd, Pauline M. [6 ]
Derek, Lovorka [7 ]
Servis, Drazen [8 ]
Wennerstrom, Annika [9 ]
Farrington, Susan M. [3 ,4 ]
Perola, Markus [9 ]
Aulchenko, Yurii [10 ]
Dunlop, Malcolm G. [3 ,4 ]
Campbell, Harry [2 ,3 ,4 ]
Lauc, Gordan [1 ,11 ]
机构
[1] Genos Glycosci Res Lab, Zagreb, Croatia
[2] Univ Edinburgh, Ctr Populat Hlth Sci, Edinburgh, Midlothian, Scotland
[3] Univ Edinburgh, Inst Genet & Mol Med, Colon Canc Genet Grp, Edinburgh, Midlothian, Scotland
[4] MRC, Human Genet Unit, Edinburgh, Midlothian, Scotland
[5] Univ Zagreb, Fac Sci, Zagreb 41000, Croatia
[6] Natl Inst Bioproc Res & Training, Dublin, Ireland
[7] Clin Hosp Merkur, Dept Med Biochem & Lab Med, Zagreb, Croatia
[8] St Anna Krankenhaus, Allgemein & Viszeralchirurg, Herne, Germany
[9] Natl Inst Hlth andWelfare, Dept Hlth, Helsinki, Finland
[10] Polyomica, Groningen, Netherlands
[11] Univ Zagreb, Fac Pharm & Biochem, Zagreb 41000, Croatia
关键词
DEPENDENT CELLULAR CYTOTOXICITY; INFLAMMATORY-BOWEL-DISEASE; IMMUNOGLOBULIN-G; ANTIBODY; GLYCOSYLATION; ASSOCIATION; PROTEINS; GLYCANS; BINDING; GROWTH;
D O I
10.1158/1078-0432.CCR-15-1867
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: 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. Experimental Design: 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. Results: 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. Conclusions: 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. (C) 2016 AACR.
引用
收藏
页码:3078 / 3086
页数:9
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