Metabolomic Profiling of Serum from Human Pancreatic Cancer Patients Using 1H NMR Spectroscopy and Principal Component Analysis

被引:85
|
作者
OuYang, Dong [1 ]
Xu, Jingjing [2 ]
Huang, Heguang [1 ]
Chen, Zhong [2 ]
机构
[1] Fujian Med Univ Union Hosp, Dept Gen Surg, Fuzhou, Peoples R China
[2] Xiamen Univ, Dept Phys, Fujian Key Lab Plasma & Magnet Resonance, State Key Lab Phys Chem Solid Surfaces, Xiamen 361005, Peoples R China
关键词
Metabolomic profiling; Serum; Pancreatic cancer; H-1 NMR spectroscopy; Principal component analysis; PHYSICAL-ACTIVITY; ACUTE BILIARY; RISK-FACTOR; OBESITY; OVERWEIGHT; MORTALITY; SEVERITY; NECROSIS; MARKER;
D O I
10.1007/s12010-011-9240-0
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Pancreatic cancer is a malignant tumor with the worst prognosis among all cancers. At the time of diagnosis, surgical cure is no longer a feasible option for most patients, thus early detection of pancreatic cancer is crucial for its treatment. Metabolomics is a powerful new analytical approach to detect the metabolome of cells, tissue, or biofluids. Here, we report the application of H-1 nuclear magnetic resonance (NMR) combined with principal components analysis to discriminate pancreatic cancer patients from healthy controls based on metabolomic profiling of the serum. The metabolic analysis revealed significant lower of 3-hydroxybutyrate, 3-hydroxyisovalerate, lactate, and trimethylamine-N-oxide as well as significant higher level of isoleucine, triglyceride, leucine, and creatinine in the serum from pancreatic cancer patients compared to that of healthy controls. Our data demonstrate that the subtle differences in metabolite profiles in serum of pancreatic cancer patients and that of healthy subjects as a result of physiological and pathological variations could be identified by NMR-based metabolomics and exploited as metabolic markers for the early detection of pancreatic cancer.
引用
收藏
页码:148 / 154
页数:7
相关论文
共 50 条
  • [1] Metabolomic Profiling of Serum from Human Pancreatic Cancer Patients Using 1H NMR Spectroscopy and Principal Component Analysis
    Dong OuYang
    Jingjing Xu
    Heguang Huang
    Zhong Chen
    Applied Biochemistry and Biotechnology, 2011, 165 : 148 - 154
  • [2] Metabolomic differentiation of Cannabis sativa cultivars using 1H NMR spectroscopy and principal component analysis
    Choi, YH
    Kim, HK
    Hazekamp, A
    Erkelens, C
    Lefeber, AWM
    Verpoorte, R
    JOURNAL OF NATURAL PRODUCTS, 2004, 67 (06): : 953 - 957
  • [3] Metabolomic profiling of Cheonggukjang during fermentation by 1H NMR spectrometry and principal components analysis
    Choi, Hyung-Kyoon
    Yoon, Jung-Hye
    Kim, Young-Suk
    Kwon, Dae Young
    PROCESS BIOCHEMISTRY, 2007, 42 (02) : 263 - 266
  • [4] Metabolic Discrimination of Rhizoma Coptidis from Different Species Using 1H NMR Spectroscopy and Principal Component Analysis
    Fan, Gang
    Tao, Ling-hui
    Yue, Qing-hong
    Kuang, Ting-ting
    Tang, Ce
    Yang, Yong-dong
    Luo, Wei-zao
    Zhou, Xiang-dong
    Zhang, Yi
    PLANTA MEDICA, 2012, 78 (06) : 641 - 648
  • [5] Classification of wines based on combination of 1H NMR Spectroscopy and principal component analysis
    Du, Yuanyuan
    Bai, Guoyun
    Zhang, Xu
    Liu, Maili
    CHINESE JOURNAL OF CHEMISTRY, 2007, 25 (07) : 930 - 936
  • [6] Exploratory urinary metabolomic profiling of renal cell carcinoma using 1H NMR spectroscopy and multivariate analysis
    Monteiro, M.
    Barros, A.
    Carvalho, M.
    Pires-Luis, A. S.
    Jeronimo, C.
    Henrique, R.
    Maria de Lourdes, B.
    Gil, A.
    Guedes de Pinho, P.
    TOXICOLOGY LETTERS, 2015, 238 (02) : S233 - S234
  • [7] Metabolic Profiling of Human Lung Cancer Blood Plasma Using 1H NMR Spectroscopy
    Kokova, Daria
    Dementeva, Natalia
    Kotelnikov, Oleg
    Ponomaryova, Anastasia
    Cherdyntseva, Nadezhda
    Kzhyshkowska, Juliya
    PROSPECTS OF FUNDAMENTAL SCIENCES DEVELOPMENT (PFSD-2017), 2017, 1899
  • [8] 1H NMR-based metabolic profiling of serum for the detection of pancreatic cancer
    Owusu-Sarfo, K.
    Asiago, V.
    Gowda, N.
    Shanaiah, N.
    Xi, B.
    Chiorean, E. G.
    Raftery, D.
    JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (04)
  • [9] 1H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
    Camila Lema
    Mireia Andrés
    Santiago Aguadé-Bruix
    Marta Consegal
    Antonio Rodriguez-Sinovas
    Begoña Benito
    Ignacio Ferreira-Gonzalez
    Ignasi Barba
    Scientific Reports, 10
  • [10] 1H NMR serum metabolomic profiling of patients at risk of cardiovascular diseases performing stress test
    Lema, Camila
    Andres, Mireia
    Aguade-Bruix, Santiago
    Consegal, Marta
    Rodriguez-Sinovas, Antonio
    Benito, Begona
    Ferreira-Gonzalez, Ignacio
    Barba, Ignasi
    SCIENTIFIC REPORTS, 2020, 10 (01)