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
  • [41] Analysis of Veterinary Drugs and Metabolites in Milk Using Quadrupole Time-of-Flight Liquid Chromatography-Mass Spectrometry
    Turnipseed, Sherri B.
    Storey, Joseph M.
    Clark, Susan B.
    Miller, Keith E.
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2011, 59 (14) : 7569 - 7581
  • [42] Liquid chromatography quadrupole time-of-flight mass spectrometry characterization of metabolites guided by the METLIN database
    Zhu, Zheng-Jiang
    Schultz, Andrew W.
    Wang, Junhua
    Johnson, Caroline H.
    Yannone, Steven M.
    Patti, Gary J.
    Siuzdak, Gary
    NATURE PROTOCOLS, 2013, 8 (03) : 451 - 460
  • [43] Liquid chromatography quadrupole time-of-flight mass spectrometry quantification and screening of organophosphate compounds in sludge
    Celano, R.
    Rodriguez, I.
    Cela, R.
    Rastrelli, L.
    Piccinelli, A. L.
    TALANTA, 2014, 118 : 312 - 320
  • [44] Comprehensive methodology for Staphylococcus aureus lipidomics by liquid chromatography and quadrupole time-of-flight mass spectrometry
    Hewelt-Belka, Weronika
    Nakonieczna, Joanna
    Belka, Mariusz
    Baczek, Tomasz
    Namiesnik, Jacek
    Kot-Wasik, Agata
    JOURNAL OF CHROMATOGRAPHY A, 2014, 1362 : 62 - 74
  • [45] Identification of in vitro metabolites of ethylphenidate by liquid chromatography coupled to quadrupole time-of-flight mass spectrometry
    Negreira, Noelia
    Erratico, Claudio
    van Nuijs, Alexander L. N.
    Covaci, Adrian
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2016, 117 : 474 - 484
  • [46] A Metabonomics Study of Atherosclerosis by Rapid Resolution Liquid Chromatography Quadrupole Time-of-Flight Mass Spectrometry
    Pang Bo
    Yue Hao
    Wang En-Peng
    Yu Hai-Tao
    Dai Yu-Lin
    Liu Shu-Ying
    Wu Sui-Sheng
    CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2015, 43 (11) : 1766 - 1771
  • [47] Simple and sensitive determination of α- and β-amanitin by liquid chromatography-quadrupole time-of-flight mass spectrometry
    Ishii, Akira
    Tada, Miho
    Kusano, Maiko
    Ogawa, Tadashi
    Hattori, Hideki
    Seno, Hiroshi
    Zaitsu, Kei
    FORENSIC TOXICOLOGY, 2014, 32 (02) : 342 - 346
  • [48] Comparison of ionization sources for the determination of trichothecenes using liquid chromatography tandem quadrupole time-of-flight mass spectrometry
    James, Kevin J.
    Frahill, James
    Hamilton, Brett
    Furey, Ambrose
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2006, 232 : 133 - 133
  • [49] Sensitive Screening of New Psychoactive Substances in Serum Using Liquid Chromatography Quadrupole Time-of-Flight Mass Spectrometry
    Kleis, Jan-Niklas
    Hess, Cornelius
    Germerott, Tanja
    Roehrich, Joerg
    JOURNAL OF ANALYTICAL TOXICOLOGY, 2022, 46 (06) : 592 - 599
  • [50] Liquid chromatography quadrupole time-of-flight mass spectrometry characterization of metabolites guided by the METLIN database
    Zheng-Jiang Zhu
    Andrew W Schultz
    Junhua Wang
    Caroline H Johnson
    Steven M Yannone
    Gary J Patti
    Gary Siuzdak
    Nature Protocols, 2013, 8 : 451 - 460