Behavior of blood plasma glycan features in bladder cancer

被引:18
|
作者
Ferdosi, Shadi [1 ,2 ]
Ho, Thai H. [3 ]
Castle, Erik P. [4 ]
Stanton, Melissa L. [5 ]
Borges, Chad R. [1 ,2 ]
机构
[1] Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USA
[2] Arizona State Univ, Biodesign Inst, Virginia G Piper Ctr Personalized Diagnost, Tempe, AZ 85287 USA
[3] Mayo Clin, Div Hematol & Med Oncol, Phoenix, AZ USA
[4] Mayo Clin, Dept Urol, Phoenix, AZ USA
[5] Mayo Clin, Dept Lab Med & Pathol, Phoenix, AZ USA
来源
PLOS ONE | 2018年 / 13卷 / 07期
基金
美国国家卫生研究院;
关键词
C-REACTIVE PROTEIN; O-GLYCANS; PANCREATIC-CANCER; CELL; GLYCOSYLATION; BIOMARKERS; GLYCOME; MICROVESICLES; CARCINOMA; DIAGNOSIS;
D O I
10.1371/journal.pone.0201208
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Despite systemic therapy and cystectomy, bladder cancer is characterized by a high recurrence rate. Serum glycomics represents a promising source of prognostic markers for monitoring patients. Our approach, which we refer to as "glycan node analysis", constitutes the first example of molecularly "bottom-up" glycomics. It is based on a global glycan methylation analysis procedure that is applied to whole blood plasma/serum. The approach detects and quantifies partially methylated alditol acetates arising from unique glycan features such as alpha 2-6 sialylation, beta 1-4 branching, and core fucosylation that have been pooled together from across all intact glycans within a sample into a single GC-MS chromatographic peak. We applied this method to 122 plasma samples from former and current bladder cancer patients (n = 72 former cancer patients with currently no evidence of disease (NED); n = 38 non-muscle invasive bladder cancer (NMIBC) patients; and n = 12 muscle invasive bladder cancer (MIBC) patients) along with plasma from 30 certifiably healthy living kidney donors. Markers for alpha 2-6 sialylation, beta 1-4 branching, beta 1-6 branching, and outer-arm fucosylation were able to separate current and former (NED) cases from certifiably healthy controls (ROC curve c-statistics similar to 0.80); but NED, NMIBC, and MIBC were not distinguished from one another. Based on the unexpectedly high levels of these glycan nodes in the NED patients, we hypothesized that recurrence of this disease could be predicted by some of the elevated glycan features. Indeed, alpha 2-6 sialylation and beta 1-6 branching were able to predict recurrence from the NED state using a Cox proportional hazards regression model adjusted for age, gender, and time from cancer. The levels of these two glycan features were correlated to C-reactive protein concentration, an inflammation marker and known prognostic indicator for bladder cancer, further strengthening the link between inflammation and abnormal plasma protein glycosylation.
引用
收藏
页数:20
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