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
相关论文
共 50 条
  • [41] N-linked Glycan Structures and Their Expressions Change in the Blood Sera of Ovarian Cancer Patients
    Alley, William R., Jr.
    Vasseur, Jacqueline A.
    Goetz, John A.
    Syoboda, Martin
    Mann, Benjamin F.
    Matei, Daniela E.
    Menning, Nancy
    Hussein, Ahmed
    Mechref, Yehia
    Novotny, Milos V.
    JOURNAL OF PROTEOME RESEARCH, 2012, 11 (04) : 2282 - 2300
  • [42] Expression profile of miRNAs in urine samples of bladder cancer patients
    Nekoohesh, Leila
    Modarressi, Mohammad Hossein
    Mowla, Seyed Javad
    Sadroddiny, Esmaeil
    Etemadian, Masoud
    Afsharpad, Mandana
    Zolfaghari, Faezeh
    Barzegari, Manijeh
    Saffari, Mojtaba
    Oskooei, Vahid Kholghi
    Motevaseli, Elahe
    Ghafouri-Fard, Soudeh
    BIOMARKERS IN MEDICINE, 2018, 12 (12) : 1311 - 1321
  • [43] Aurora A Kinase as a diagnostic urinary marker for urothelial bladder cancer
    de Martino, Michela
    Shariat, Shahrokh F.
    Hofbauer, Sebastian L.
    Lucca, Ilaria
    Taus, Christopher
    Wiener, Helene G.
    Haitel, Andrea
    Susani, Martin
    Klatte, Tobias
    WORLD JOURNAL OF UROLOGY, 2015, 33 (01) : 105 - 110
  • [44] Emerging Endoscopic and Photodynamic Techniques for Bladder Cancer Detection and Surveillance
    Patel, Prashant
    Bryan, Richard T.
    Wallace, D. Michael A.
    THESCIENTIFICWORLDJOURNAL, 2011, 11 : 2550 - 2558
  • [45] A combined blood based gene expression and plasma protein abundance signature for diagnosis of epithelial ovarian cancer - a study of the OVCAD consortium
    Pils, Dietmar
    Tong, Dan
    Hager, Gudrun
    Obermayr, Eva
    Aust, Stefanie
    Heinze, Georg
    Kohl, Maria
    Schuster, Eva
    Wolf, Andrea
    Sehouli, Jalid
    Braicu, Ioana
    Vergote, Ignace
    Van Gorp, Toon
    Mahner, Sven
    Concin, Nicole
    Speiser, Paul
    Zeillinger, Robert
    BMC CANCER, 2013, 13
  • [46] Urinary extracellular vesicles: a rising star in bladder cancer management
    Urabe, Fumihiko
    Kimura, Takahiro
    Ito, Kagenori
    Yamamoto, Yusuke
    Tsuzuki, Shunsuke
    Miki, Jun
    Ochiya, Takahiro
    Egawa, Shin
    TRANSLATIONAL ANDROLOGY AND UROLOGY, 2021, 10 (04)
  • [47] Proteomic Profiling of Plasma-Derived Biomarkers in Patients with Bladder Cancer: A Step towards Clinical Translation
    Nedjadi, Taoufik
    Albarakati, Nada
    Benabdelkamel, Hicham
    Masood, Afshan
    Alfadda, Assim A.
    Al-Maghrabi, Jaudah
    LIFE-BASEL, 2021, 11 (12):
  • [48] Glycan Profiling in Small Extracellular Vesicles with a SERS Microfluidic Biosensor Identifies Early Malignant Development in Lung Cancer
    Zhou, Quan
    Niu, Xueming
    Zhang, Zhen
    O'Byrne, Kenneth
    Kulasinghe, Arutha
    Fielding, David
    Moller, Andreas
    Wuethrich, Alain
    Lobb, Richard J.
    Trau, Matt
    ADVANCED SCIENCE, 2024,
  • [49] The glycolyzer: Automated glycan annotation software for high performance mass spectrometry and its application to ovarian cancer glycan biomarker discovery
    Kronewitter, Scott R.
    De Leoz, Maria Lorna A.
    Strum, John S.
    An, Hyun Joo
    Dimapasoc, Lauren M.
    Guerrero, Andres
    Miyamoto, Suzanne
    Lebrilla, Carlito B.
    Leiserowitz, Gary S.
    PROTEOMICS, 2012, 12 (15-16) : 2523 - 2538
  • [50] Cell-free DNA in blood and urine as a diagnostic tool for bladder cancer: a meta-analysis
    Wang, Xin-Shuai
    Zhao, Meng-Qi
    Zhang, Li
    Kong, De-Jiu
    Ding, Xue-Zhen
    Hu, Xiao-Chen
    Yang, Jun-Qiang
    Gao, She-Gan
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2018, 10 (07): : 1935 - 1948