Use of Plasma Metabolomics to Identify Diagnostic Biomarkers for Early Stage Epithelial Ovarian Cancer

被引:32
作者
Fan, Lijun [1 ,2 ]
Yin, Mingzhu [3 ]
Ke, Chaofu [2 ]
Ge, Tingting [3 ]
Zhang, Guangming [2 ]
Zhang, Wang [2 ]
Zhou, Xiaohua [4 ]
Lou, Ge [3 ]
Li, Kang [2 ]
机构
[1] Harbin Med Univ, Natl Ctr Endem Dis Control, Harbin, Peoples R China
[2] Harbin Med Univ, Dept Epidemiol & Biostat, Harbin 150081, Peoples R China
[3] Harbin Med Univ, Affiliated Hosp 3, Dept Gynecol Oncol, Harbin 150086, Peoples R China
[4] Univ Washington, Sch Publ Hlth & Community Med, Dept Biostat, Seattle, WA 98195 USA
基金
美国国家科学基金会;
关键词
metabolomics; epithelial ovarian cancer; biomarkers; plasma; diagnosis; TNF-ALPHA; IDENTIFICATION; METABOLITE; DISEASE; PROTEOMICS; ENZYMES; TUMORS;
D O I
10.7150/jca.15074
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The early detection of ovarian carcinoma is difficult due to the absence of recognizable physical symptoms and a lack of sensitive screening methods. The currently available biomarkers (such as CA125 and HE4) are insufficiently reliable to distinguish early stage (I/II) epithelial ovarian cancer (EOC) patients from normal individuals because they possess a relatively poor sensitivity and specificity. To evaluate the application of metabolomics to biomarker discovery in the early stages of epithelial ovarian cancer (EOC), plasma samples from 21 early stage EOC patients and 31 healthy controls were analyzed with ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry (UPLC/Q-Tof/MS) in conjunction with multivariate statistical analysis. Eighteen metabolites, including lysophospholipids, 2-piperidone and MG (18:2), were found to be disturbed in early stage EOC with satisfactory diagnostic accuracy (AUC=0.920). These biomarkers were specifically validated in the EOC nude mouse model, and five of the biomarkers (lysophospholipids, adrenoyl ethanolamide et al.) were highly suspected of being associated with EOC because they were differentially expressed with the same tendency in the EOC nude mice versus normal controls. In conclusion, the selected metabolic biomarkers have considerable utility and significant potential for diagnosing early ovarian cancer and investigating its underlying mechanisms.
引用
收藏
页码:1265 / 1272
页数:8
相关论文
共 35 条
[1]   Mass spectrometry tools and metabolite-specific databases for molecular identification in metabolomics [J].
Brown, M. ;
Dunn, W. B. ;
Dobson, P. ;
Patel, Y. ;
Winder, C. L. ;
Francis-McIntyre, S. ;
Begley, P. ;
Carroll, K. ;
Broadhurst, D. ;
Tseng, A. ;
Swainston, N. ;
Spasic, I. ;
Goodacre, R. ;
Kell, D. B. .
ANALYST, 2009, 134 (07) :1322-1332
[2]   Serum 27-nor-5β-Cholestane-3,7,12,24,25 Pentol Glucuronide Discovered by Metabolomics as Potential Diagnostic Biomarker for Epithelium Ovarian Cancer [J].
Chen, Jing ;
Zhang, Xiaoyan ;
Cao, Rui ;
Lu, Xin ;
Zhao, Sumin ;
Fekete, Agnes ;
Huang, Qiang ;
Schmitt-Kopplin, Philippe ;
Wang, Yisheng ;
Xu, Zhiliang ;
Wan, Xiaoping ;
Wu, Xiaohua ;
Zhao, Naiqing ;
Xu, Congjian ;
Xu, Guowang .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (05) :2625-2632
[3]   Identification of metabolic biomarkers to diagnose epithelial ovarian cancer using a UPLC/QTOF/MS platform [J].
Fan, Lijun ;
Zhang, Wang ;
Yin, Mingzhu ;
Zhang, Tao ;
Wu, Xiaoyan ;
Zhang, Haiyu ;
Sun, Meng ;
Li, Zhenzi ;
Hou, Yan ;
Zhou, Xiaohua ;
Lou, Ge ;
Li, Kang .
ACTA ONCOLOGICA, 2012, 51 (04) :473-479
[4]   Lysophosphatidic acid is a bioactive mediator in ovarian cancer [J].
Fang, XJ ;
Schummer, M ;
Mao, ML ;
Yu, SX ;
Tabassam, FH ;
Swaby, R ;
Hasegawa, Y ;
Tanyi, JL ;
LaPushin, R ;
Eder, A ;
Jaffe, R ;
Erickson, J ;
Mills, GB .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR AND CELL BIOLOGY OF LIPIDS, 2002, 1582 (1-3) :257-264
[5]   Metabolomics, genomics, proteomics, and the identification of enzymes and their substrates and products [J].
Fridman, E ;
Pichersky, E .
CURRENT OPINION IN PLANT BIOLOGY, 2005, 8 (03) :242-248
[6]   SMPDB: The Small Molecule Pathway Database [J].
Frolkis, Alex ;
Knox, Craig ;
Lim, Emilia ;
Jewison, Timothy ;
Law, Vivian ;
Hau, David D. ;
Liu, Phillip ;
Gautam, Bijaya ;
Ly, Son ;
Guo, An Chi ;
Xia, Jianguo ;
Liang, Yongjie ;
Shrivastava, Savita ;
Wishart, David S. .
NUCLEIC ACIDS RESEARCH, 2010, 38 :D480-D487
[7]   Diagnosis of Early Stage Ovarian Cancer by 1H NMR Metabonomics of Serum Explored by Use of a Microflow NMR Probe [J].
Garcia, Erwin ;
Andrews, Chris ;
Hua, Jia ;
Kim, Hyung L. ;
Sukumaran, Dinesh K. ;
Szyperski, Thomas ;
Odunsi, Kunle .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (04) :1765-1771
[8]   Metabolomics-based methods for early disease diagnostics [J].
Gowda, G. A. Nagana ;
Zhang, Shucha ;
Gu, Haiwei ;
Asiago, Vincent ;
Shanaiah, Narasimhamurthy ;
Raftery, Daniel .
EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2008, 8 (05) :617-633
[9]   The association of specific metabolites of lipid metabolism with markers of oxidative stress, inflammation and arterial stiffness in men with newly diagnosed type 2 diabetes [J].
Ha, Chang Young ;
Kim, Ji Young ;
Paik, Jean Kyung ;
Kim, Oh Yoen ;
Paik, Yong-Han ;
Lee, Eun Jig ;
Lee, Jong Ho .
CLINICAL ENDOCRINOLOGY, 2012, 76 (05) :674-682
[10]   Increased myocardial oxygen consumption by TNF-α is mediated by a sphingosine signaling pathway [J].
Hofmann, U ;
Domeier, E ;
Frantz, S ;
Laser, M ;
Weckler, B ;
Kuhlencordt, P ;
Heuer, S ;
Keweloh, B ;
Ertl, G ;
Bonz, AW .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2003, 284 (06) :H2100-H2105