Targeted metabolic analysis of nucleotides and identification of biomarkers associated with cancer in cultured cell models

Abstract Cancer, like other diseases accompanied by metabolic changes, shows characteristic DNA/RNA modifications and activities of modifying enzymes, resulting in fluctuations in nucleoside levels. In this study, we undertook targeted metabolomic analyses of nucleotides in different cancer cell culture models using a sensitive and reproducible ion-pair HPLC method. The experimental data were analyzed by principal component analysis (PCA) to identify potential biomarkers in cancer cells, and statistical significance was determined by one-way analysis of variance. As a result, a clear differentiation of normal and tumor cells into two clusters was shown, indicating abnormal metabolism of nucleotides in tumor cells. Six variables (AMP, UDP, CTP levels with a significance of P P UTP (0.938)>CTP=GMP (0.896)>AMP (0.812)>UDP (0.792), so we conclude that ATP and UTP are the best potential biomarkers in tumor cells. This study may provide a valuable tool for studying minute alterations of intracellular nucleotide pools induced by anticancer/antiviral drugs, diseases or environmental factors.

[1]  M. C. Stuart,et al.  Simultaneous determination of adenosine triphosphate and its metabolites in human whole blood by RP-HPLC and UV-detection. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[2]  J. Selbig,et al.  Metabolomic and transcriptomic stress response of Escherichia coli , 2010, Molecular systems biology.

[3]  S. Jalkanen,et al.  Enzyme-coupled assays for simultaneous detection of nanomolar ATP, ADP, AMP, adenosine, inosine and pyrophosphate concentrations in extracellular fluids. , 2012, Biochimica et biophysica acta.

[4]  D. Hardie,et al.  AMP‐activated protein kinase: the energy charge hypothesis revisited , 2001, BioEssays : news and reviews in molecular, cellular and developmental biology.

[5]  J. Duan,et al.  GC–TOFMS analysis of metabolites in adherent MDCK cells and a novel strategy for identifying intracellular metabolic markers for use as cell amount indicators in data normalization , 2011, Analytical and bioanalytical chemistry.

[6]  Yung-chi Cheng,et al.  Analysis of deoxyribonucleotide pools in human cancer cell lines using a liquid chromatography coupled with tandem mass spectrometry technique. , 2011, Biochemical pharmacology.

[7]  Christopher Nimsky,et al.  Preoperative grading of gliomas by using metabolite quantification with high-spatial-resolution proton MR spectroscopic imaging. , 2006, Radiology.

[8]  O. Warburg Über den Stoffwechsel der Carcinomzelle , 1924, Naturwissenschaften.

[9]  Joachim Selbig,et al.  Comparison of metabolite profiles in U87 glioma cells and mesenchymal stem cells , 2011, Biosyst..

[10]  I. Duarte,et al.  Nuclear magnetic resonance (NMR) study of the effect of cisplatin on the metabolic profile of MG-63 osteosarcoma cells. , 2010, Journal of proteome research.

[11]  M. Miyazato,et al.  Relationship between lower urinary tract symptoms and urinary ATP in patients with benign prostatic hyperplasia or overactive bladder. , 2009, Biomedical research.

[12]  Bifeng Yuan,et al.  Preparation of methacrylate-based monolith for capillary hydrophilic interaction chromatography and its application in determination of nucleosides in urine. , 2012, Journal of chromatography. A.

[13]  R. Chess-Williams,et al.  In vitro release of adenosine triphosphate from the urothelium of human bladders with detrusor overactivity, both neurogenic and idiopathic. , 2010, European urology.

[14]  G. Peters,et al.  Differential effects of gemcitabine on ribonucleotide pools of twenty-one solid tumour and leukaemia cell lines. , 2000, Biochimica et biophysica acta.

[15]  C. Dumontet,et al.  Simultaneous analysis of eight nucleoside triphosphates in cell lines by liquid chromatography coupled with tandem mass spectrometry. , 2009, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[16]  V. Morsch,et al.  Lung cancer alters the hydrolysis of nucleotides and nucleosides in platelets. , 2012, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[17]  O. Fiehn Metabolomics – the link between genotypes and phenotypes , 2004, Plant Molecular Biology.

[18]  Leepika Tuli,et al.  Analysis of LC-MS data for characterizing the metabolic changes in response to radiation. , 2010, Journal of proteome research.

[19]  A. G. Ferreira,et al.  Mild hyperhomocysteinemia alters extracellular adenine metabolism in rat brain , 2012, Neuroscience.

[20]  E. Lazarowski,et al.  Calcium-dependent release of adenosine and uridine nucleotides from A549 cells , 2007, Purinergic Signalling.

[21]  D. Barrett,et al.  Quantitative profiling of nucleotides and related phosphate-containing metabolites in cultured mammalian cells by liquid chromatography tandem electrospray mass spectrometry. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[22]  R. Goodacre,et al.  The role of metabolites and metabolomics in clinically applicable biomarkers of disease , 2010, Archives of Toxicology.

[23]  W. L. Casley,et al.  HPLC assay with UV detection for determination of RBC purine nucleotide concentrations and application for biomarker study in vivo. , 2008, Journal of pharmaceutical and biomedical analysis.

[24]  E. Burcher,et al.  Does adenosine triphosphate released into voided urodynamic fluid contribute to urgency signaling in women with bladder dysfunction? , 2010, The Journal of urology.

[25]  Udo Reichl,et al.  Metabolic effects of influenza virus infection in cultured animal cells: Intra- and extracellular metabolite profiling , 2009, BMC Systems Biology.

[26]  Dan Huang,et al.  Analysis of intracellular nucleoside triphosphate levels in normal and tumor cell lines by high-performance liquid chromatography. , 2003, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[27]  J. Hanrahan,et al.  CFTR-independent ATP release from epithelial cells triggered by mechanical stimuli. , 1997, The American journal of physiology.

[28]  S. Eckhardt,et al.  Clinical Applications of Metabolomics in Oncology: A Review , 2009, Clinical Cancer Research.

[29]  T Kendall Harden,et al.  Mechanisms of release of nucleotides and integration of their action as P2X- and P2Y-receptor activating molecules. , 2003, Molecular pharmacology.

[30]  A. Wyse,et al.  NTPDase and 5'‐nucleotidase activities in physiological and disease conditions: New perspectives for human health , 2007, BioFactors.

[31]  Guoqing Zhang,et al.  An Optimized Ion-Pair HPLC Method for Simultaneous Analysis of Nucleoside Triphosphate Levels in Hepatoma Cell Line , 2011 .

[32]  C. Burant,et al.  Reducing time and increasing sensitivity in sample preparation for adherent mammalian cell metabolomics. , 2011, Analytical chemistry.

[33]  Daniel Morvan,et al.  Pharmacometabolomics of docetaxel-treated human MCF7 breast cancer cells provides evidence of varying cellular responses at high and low doses , 2010, Breast Cancer Research and Treatment.

[34]  K. Nakagomi,et al.  Simultaneous determination of nucleosides and nucleotides in dietary foods and beverages using ion-pairing liquid chromatography-electrospray ionization-mass spectrometry. , 2010, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[35]  P. Townsend,et al.  Proteomics in prostate cancer biomarker discovery , 2010, Expert review of proteomics.

[36]  B. Gill,et al.  Development and application of a liquid chromatographic method for analysis of nucleotides and nucleosides in milk and infant formulas , 2007 .

[37]  C. Dumontet,et al.  Liquid chromatographic methods for the determination of endogenous nucleotides and nucleotide analogs used in cancer therapy: a review. , 2010, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[38]  J. Klawitter,et al.  Development and validation of an assay for the quantification of 11 nucleotides using LC/LC-electrospray ionization-MS. , 2007, Analytical biochemistry.

[39]  J. Griffin,et al.  Cellular environment of metabolites and a metabonomic study of tamoxifen in endometrial cells using gradient high resolution magic angle spinning 1H NMR spectroscopy. , 2003, Biochimica et biophysica acta.

[40]  A. Falanga,et al.  Pathogenetic Mechanisms of Thrombosis in Malignancy , 2001, Acta Haematologica.

[41]  Ping Zang,et al.  1H NMR metabolomics identification of markers of hypoxia-induced metabolic shifts in a breast cancer model system , 2011, Journal of biomolecular NMR.

[42]  K. Taylor,et al.  Simultaneous quantification of 12 different nucleotides and nucleosides released from renal epithelium and in human urine samples using ion-pair reversed-phase HPLC , 2012, Purinergic Signalling.

[43]  J. Goergen,et al.  Intracellular nucleotide and nucleotide sugar contents of cultured CHO cells determined by a fast, sensitive, and high-resolution ion-pair RP-HPLC. , 2006, Analytical biochemistry.

[44]  James Korkola,et al.  Breast cancer genomes--form and function. , 2010, Current opinion in genetics & development.

[45]  George G Harrigan,et al.  Metabolic biomarker and kinase drug target discovery in cancer using stable isotope-based dynamic metabolic profiling (SIDMAP). , 2003, Current cancer drug targets.

[46]  C. Dumontet,et al.  Simultaneous quantification of 5-FU, 5-FUrd, 5-FdUrd, 5-FdUMP, dUMP and TMP in cultured cell models by LC-MS/MS. , 2009, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[47]  Niki S. C. Wong,et al.  Simultaneous determination of 19 intracellular nucleotides and nucleotide sugars in Chinese Hamster ovary cells by capillary electrophoresis. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[48]  H. Pelicano,et al.  Glycolysis inhibition for anticancer treatment , 2006, Oncogene.

[49]  M. López-Lázaro,et al.  A New View of Carcinogenesis and an Alternative Approach to Cancer Therapy , 2010, Molecular medicine.

[50]  F. Song,et al.  Capillary liquid chromatographic-high-resolution mass spectrometric analysis of ribonucleotides. , 2002, Journal of chromatography. A.