Untargeted metabolomics of bladder tissue using liquid chromatography and quadrupole time-of-flight mass spectrometry for cancer biomarker detection

被引:4
|
作者
Niziol, Joanna [1 ]
Ossolinski, Krzysztof [2 ]
Plaza-Altamer, Aneta [1 ]
Kolodziej, Artur [1 ]
Ossolinska, Anna [2 ]
Ossolinski, Tadeusz [2 ]
Krupa, Zuzanna [3 ]
Ruman, Tomasz [1 ]
机构
[1] Rzeszow Univ Technol, Fac Chem, 6 Powstancow Warszawy Ave, PL-35959 Rzeszow, Poland
[2] John Paul II Dist Hosp, Dept Urol, Grunwaldzka 4 St, PL-36100 Kolbuszowa, Poland
[3] Rzeszow Univ Technol, Doctoral Sch Engn & Tech Sci, 8 Powstancow Warszawy Ave, PL-35959 Rzeszow, Poland
关键词
Bladder cancer; Biomarkers; Human tissue; Metabolomics; LC-MS; UHPLC-UHRMS; SIGNATURES;
D O I
10.1016/j.jpba.2024.115966
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Bladder cancer (BC) ranks among the most common cancers globally, with an increasing occurrence, particularly in developed nations. Utilizing tissue metabolomics presents a promising strategy for identifying potential biomarkers for cancer detection. In this study, we utilized ultra-high-performance liquid chromatography coupled with ultra-high-resolution mass spectrometry (UHPLC-UHRMS), incorporating both C18-silica and HILIC columns, to comprehensively analyze both polar and non-polar metabolite profiles in tissue samples from 99 patients with bladder cancer. By utilizing an untargeted approach with external validation, we identified twenty-five tissue metabolites that hold promise as potential indicators of BC. Furthermore, twenty-five characteristic tissue metabolites that exhibit discriminatory potential across bladder cancer tumor grades, as well as thirty-nine metabolites that display correlations with tumor stages were presented. Receiver operating characteristics analysis demonstrated high predictive power for all types of metabolomics data, with area under the curve (AUC) values exceeding 0.966. Notably, this study represents the first report in which human bladder normal tissues adjacent to cancerous tissues were analyzed using UHPLC-UHRMS. These findings suggest that the metabolite markers identified in this investigation could serve as valuable tools for the detection and monitoring of bladder cancer stages and grades.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Non-targeted metabolomics of moldy wheat by ultra-performance liquid chromatography - quadrupole time-of-flight mass spectrometry
    Gao, Boyan
    Lu, Weiying
    Jin, Mengchu
    Chen, Yumei
    FRONTIERS IN MICROBIOLOGY, 2023, 14
  • [32] Quantitative liquid chromatography/time-of-flight mass spectrometry
    Williamson, Leah N.
    Bartlett, Michael G.
    BIOMEDICAL CHROMATOGRAPHY, 2007, 21 (06) : 567 - 576
  • [33] Metabolomics in non-arteritic anterior ischemic optic neuropathy patients by liquid chromatography–quadrupole time-of-flight mass spectrometry
    Fernando Andrade
    Alicia Sánchez-Ortega
    Marta Llarena
    Sergio Pinar-Sueiro
    Marta Galdós
    M. Aranzazu Goicolea
    Ramón J. Barrio
    Luis Aldámiz-Echevarría
    Metabolomics, 2015, 11 : 468 - 476
  • [34] URINE METABOLOMICS USING LIQUID CHROMATOGRAPHY QUADRUPOLE TIME-OF-FLIGHT MASS SPECTROMETRY INDICATES COMMON MARKERS OF DISEASE IN ALKAPTONURIA AND IDIOPATHIC OSTEOARTHRITIS IN HUMAN
    Norman, B.
    Davison, A.
    Wilson, P.
    Ross, G.
    Milan, A.
    Roberts, N.
    Ranganath, L.
    Gallagher, J.
    OSTEOARTHRITIS AND CARTILAGE, 2017, 25 : S97 - S98
  • [35] Untargeted metabolomics analysis of Mucor racemosus Douchi fermentation process by gas chromatography with time-of-flight mass spectrometry
    Li, Pao
    Tang, Hui
    Shi, Cong
    Xie, Yanhua
    Zhou, Hongli
    Xia, Bo
    Zhang, Chunyan
    Chen, Lili
    Jiang, Liwen
    FOOD SCIENCE & NUTRITION, 2019, 7 (05): : 1865 - 1874
  • [36] Untargeted metabolomics analysis by gas chromatography/time-of-flight mass spectrometry of human serum from methamphetamine abusers
    Wang, Tingwei
    Xu, Chunyang
    Xu, Shiying
    Gao, Lu
    Blazenovic, Ivana
    Ji, Jian
    Wang, Jun
    Sun, Xiulan
    ADDICTION BIOLOGY, 2021, 26 (06)
  • [37] Identification and determination of chlorinated azoles in sludge using liquid chromatography quadrupole time-of-flight and triple quadrupole mass spectrometry platforms
    Castro, G.
    Roca, M.
    Rodriguez, I.
    Ramil, M.
    Cela, R.
    JOURNAL OF CHROMATOGRAPHY A, 2016, 1476 : 69 - 76
  • [38] Detection of In Utero Drug Exposure Using Umbilical Cord Tissue and Liquid Chromatography Time-of-Flight Mass Spectrometry (TOF)
    Marin, S. J.
    Metcalf, A.
    McMillin, G. A.
    THERAPEUTIC DRUG MONITORING, 2013, 35 (05) : 701 - 702
  • [39] Identification of Alkaloids in Stephania hainanensis by Liquid Chromatography Coupled with Quadrupole Time-of-flight Mass Spectrometry
    He, Jiayong
    Liu, Ying
    Kang, Yun
    Yang, Ping
    Wang, Yaqin
    Guo, Jixian
    Huang, Jianming
    PHYTOCHEMICAL ANALYSIS, 2016, 27 (3-4) : 206 - 216
  • [40] Characterization of the chemical constituents in Hongjingtian injection by liquid chromatography quadrupole time-of-flight mass spectrometry
    Liu, Yining
    Chen, Canhui
    Qiu, Jiuwen
    Fang, Zongbao
    Wu, Haibo
    Zhang, Xingxian
    Wang, Shufang
    BIOMEDICAL CHROMATOGRAPHY, 2019, 33 (03)