Metabolite fingerprint analysis of cervical cancer using LC-QTOF/MS and multivariate data analysis

被引:23
作者
Liang, Qun [1 ]
Yu, Qian [1 ]
Wu, Haikun [1 ]
Zhu, Yong-zhi [1 ]
Zhang, Ai-hua [1 ]
机构
[1] Heilongjiang Univ Chinese Med, Affiliated Hosp 1, Sch Pharm, Harbin 150040, Peoples R China
关键词
MASS-SPECTROMETRY; BIOMARKER DISCOVERY; HEPATOCELLULAR-CARCINOMA; PATTERN-RECOGNITION; METABOLOMICS; HEPATITIS; DISEASE; PLASMA;
D O I
10.1039/c4ay00399c
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Cervical cancer (CC) is the second most common cancer in females worldwide, as yet, the metabolic alterations that are specific for the development of CC have not been fully determined, which also precludes the early diagnosis and prognosis of this pathology. In this pilot study, we determined the metabolic fingerprint of urine samples from women diagnosed with CC and women not diagnosed with CC using LC (Agilent 1290 Infinity LC System) coupled with Q-TOF/MS (Agilent, 6550 iFunnel) and independent variable analysis. Urine fingerprints allowed for the discrimination of women diagnosed with CC from the control subjects. In addition, we identified a set of metabolites with a strong discriminative power, such as 3-methylhistidine, citric acid, cytosine, indoleacetic acid, salicyluric acid, L-methionine, aminomalonic acid, glutaric acid, ursodeoxycholic acid and N-acetylornithine, which are involved in key metabolic pathways such as the citrate cycle, lysine degradation, tryptophan metabolism, cysteine and methionine metabolism, etc. Finally, we provide evidence for the implication of these compounds in metabolic routes that may be associated with the early genesis of CC, which highlights their potential use as prognostic markers for the identification of women at risk of developing CC. Urine fingerprints reveal disease-specific metabolic imbalances in women diagnosed with CC.
引用
收藏
页码:3937 / 3942
页数:6
相关论文
共 19 条
[1]   Marker metabolites can be therapeutic targets as well [J].
Arakaki, Adrian K. ;
Skolnick, Jeffrey ;
McDonald, John F. .
NATURE, 2008, 456 (7221) :443-443
[2]   Pseudotargeted Metabolomics Method and Its Application in Serum Biomarker Discovery for Hepatocellular Carcinoma Based on Ultra High-Performance Liquid Chromatography/Triple Quadrupole Mass Spectrometry [J].
Chen, Shili ;
Kong, Hongwei ;
Lu, Xin ;
Li, Yong ;
Yin, Peiyuan ;
Zeng, Zhongda ;
Xu, Guowang .
ANALYTICAL CHEMISTRY, 2013, 85 (17) :8326-8333
[3]   Calcium store sensor stromal-interaction molecule 1-dependent signaling plays an important role in cervical cancer growth, migration, and angiogenesis [J].
Chen, Yih-Fung ;
Chiu, Wen-Tai ;
Chen, Ying-Ting ;
Lin, Pey-Yun ;
Huang, Huey-Jy ;
Chou, Cheng-Yang ;
Chang, Hsien-Chang ;
Tang, Ming-Jer ;
Shen, Meng-Ru .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (37) :15225-15230
[4]   Prevention and treatment of cervical cancer in mice using estrogen receptor antagonists [J].
Chung, Sang-Hyuk ;
Lambert, Paul F. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (46) :19467-19472
[5]   A discrete population of squamocolumnar junction cells implicated in the pathogenesis of cervical cancer [J].
Herfs, Michael ;
Yamamoto, Yusuke ;
Laury, Anna ;
Wang, Xia ;
Nucci, Marisa R. ;
McLaughlin-Drubin, Margaret E. ;
Muenger, Karl ;
Feldman, Sarah ;
McKeon, Frank D. ;
Xian, Wa ;
Crum, Christopher P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (26) :10516-10521
[6]   Human blood metabolite timetable indicates internal body time [J].
Kasukawa, Takeya ;
Sugimoto, Masahiro ;
Hida, Akiko ;
Minami, Yoichi ;
Mori, Masayo ;
Honma, Sato ;
Honma, Ken-ichi ;
Mishima, Kazuo ;
Soga, Tomoyoshi ;
Ueda, Hiroki R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (37) :15036-15041
[7]   Theophylline Improves Steroid Sensitivity in Acute Alcoholic Hepatitis [J].
Kendrick, Stuart F. W. ;
Henderson, Elsbeth ;
Palmer, Jeremy ;
Jones, David E. J. ;
Day, Chris P. .
HEPATOLOGY, 2010, 52 (01) :126-131
[8]   Pattern Recognition Analysis for Hepatotoxicity Induced by Acetaminophen Using Plasma and Urinary 1H NMR-Based Metabolomics in Humans [J].
Kim, Ji Won ;
Ryu, Sung Ha ;
Kim, Siwon ;
Lee, Hae Won ;
Lim, Mi-sun ;
Seong, Sook Jin ;
Kim, Suhkmann ;
Yoon, Young-Ran ;
Kim, Kyu-Bong .
ANALYTICAL CHEMISTRY, 2013, 85 (23) :11326-11334
[9]   Computer-Assisted Structure Identification (CASI)-An Automated Platform for High-Throughput Identification of Small Molecules by Two-Dimensional Gas Chromatography Coupled to Mass Spectrometry [J].
Knorr, Arno ;
Monge, Aurelien ;
Stueber, Markus ;
Stratmann, Andre ;
Arndt, Daniel ;
Martin, Elyette ;
Pospisil, Pavel .
ANALYTICAL CHEMISTRY, 2013, 85 (23) :11216-11224
[10]   A Metabolomic Study To Identify New Globotriaosylceramide-Related Biomarkers in the Plasma of Fabry Disease Patients [J].
Manwaring, Victoria ;
Boutin, Michel ;
Auray-Blais, Christiane .
ANALYTICAL CHEMISTRY, 2013, 85 (19) :9039-9048