Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers

Metabolomics is considered an effective approach for understanding metabolic responses in complex biological systems. Accordingly, it has attracted increasing attention for biomarker discovery, especially in cancer. In this study, we used a non-invasive method to evaluate four urine metabolite bioma...

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Main Authors: Yi-Ting Chen, Hsin-Chien Huang, Ya-Ju Hsieh, Shu-Hsuan Fu, Liang Li, Chien-Lun Chen, Lichieh Julie Chu, Jau-Song Yu
Format: Article
Language:English
Published: Elsevier 2019-04-01
Series:Journal of Food and Drug Analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S1021949818301790
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author Yi-Ting Chen
Hsin-Chien Huang
Ya-Ju Hsieh
Shu-Hsuan Fu
Liang Li
Chien-Lun Chen
Lichieh Julie Chu
Jau-Song Yu
spellingShingle Yi-Ting Chen
Hsin-Chien Huang
Ya-Ju Hsieh
Shu-Hsuan Fu
Liang Li
Chien-Lun Chen
Lichieh Julie Chu
Jau-Song Yu
Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
Journal of Food and Drug Analysis
author_facet Yi-Ting Chen
Hsin-Chien Huang
Ya-Ju Hsieh
Shu-Hsuan Fu
Liang Li
Chien-Lun Chen
Lichieh Julie Chu
Jau-Song Yu
author_sort Yi-Ting Chen
title Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
title_short Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
title_full Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
title_fullStr Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
title_full_unstemmed Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
title_sort targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkers
publisher Elsevier
series Journal of Food and Drug Analysis
issn 1021-9498
publishDate 2019-04-01
description Metabolomics is considered an effective approach for understanding metabolic responses in complex biological systems. Accordingly, it has attracted increasing attention for biomarker discovery, especially in cancer. In this study, we used a non-invasive method to evaluate four urine metabolite biomarker candidates—o-phosphoethanolamine, 3-amio-2-piperidone, uridine and 5-hydroxyindoleactic acid—for their potential as bladder cancer diagnostic biomarkers. To analyze these targeted amine- and phenol-containing metabolites, we used differential 12C2-/13C2-dansylation labeling coupled with liquid chromatography/tandem mass spectrometry, which has previously been demonstrated to exhibit high sensitivity and reproducibility. Specifically, we used ultra-performance liquid chromatography (UPLC) coupled with high-resolution Fourier transform ion-cyclotron resonance MS system (LC-FT/MS) and an ion trap MS with MRM function (LC-HCT/MS) for targeted quantification. The urinary metabolites of interest were well separated and quantified using this approach. To apply this approach to clinical urine specimens, we spiked samples with 13C2-dansylatedsynthetic compounds, which served as standards for targeted quantification of 12C2-dansylated urinary endogenous metabolites using LC-FT/MS as well as LC-HCT/MS with MRM mode. These analyses revealed significant differences in two of the four metabolites of interest—o-phosphoethanolamine and uridine—between bladder cancer and non-cancer groups. O-phosphoethanolamine was the most promising single biomarker, with an area-under-the-curve (AUC) value of 0.709 for bladder cancer diagnosis. Diagnostic performance was improved by combining uridine and o-phosphoethanolamine in a marker panel, yielding an AUC value of 0.726. This study confirmed discovery-phase features of the urine metabolome of bladder cancer patients and verified their importance for further study. Keywords: Bladder cancer, Biomarker, Phosphoethanolamine, Uridine, Metabolites
url http://www.sciencedirect.com/science/article/pii/S1021949818301790
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spelling doaj-3ec99e57247c4f3e8f0f8c77a1579ed32020-11-24T22:49:17ZengElsevierJournal of Food and Drug Analysis1021-94982019-04-01272460474Targeting amine- and phenol-containing metabolites in urine by dansylation isotope labeling and liquid chromatography mass spectrometry for evaluation of bladder cancer biomarkersYi-Ting Chen0Hsin-Chien Huang1Ya-Ju Hsieh2Shu-Hsuan Fu3Liang Li4Chien-Lun Chen5Lichieh Julie Chu6Jau-Song Yu7Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Molecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Nephrology, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan; Corresponding author. Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.Molecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, TaiwanMolecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, TaiwanMolecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, TaiwanDepartment of Chemistry, University of Alberta, Edmonton, AB, T6G2G2, CanadaDepartment of Urology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, TaiwanMolecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Liver Research Center, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, TaiwanMolecular Medicine Research Center, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Liver Research Center, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan; Department of Cell and Molecular Biology, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan; Research Center for Food and Cosmetic Safety, Research Center for Chinese Herbal Medicine, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, TaiwanMetabolomics is considered an effective approach for understanding metabolic responses in complex biological systems. Accordingly, it has attracted increasing attention for biomarker discovery, especially in cancer. In this study, we used a non-invasive method to evaluate four urine metabolite biomarker candidates—o-phosphoethanolamine, 3-amio-2-piperidone, uridine and 5-hydroxyindoleactic acid—for their potential as bladder cancer diagnostic biomarkers. To analyze these targeted amine- and phenol-containing metabolites, we used differential 12C2-/13C2-dansylation labeling coupled with liquid chromatography/tandem mass spectrometry, which has previously been demonstrated to exhibit high sensitivity and reproducibility. Specifically, we used ultra-performance liquid chromatography (UPLC) coupled with high-resolution Fourier transform ion-cyclotron resonance MS system (LC-FT/MS) and an ion trap MS with MRM function (LC-HCT/MS) for targeted quantification. The urinary metabolites of interest were well separated and quantified using this approach. To apply this approach to clinical urine specimens, we spiked samples with 13C2-dansylatedsynthetic compounds, which served as standards for targeted quantification of 12C2-dansylated urinary endogenous metabolites using LC-FT/MS as well as LC-HCT/MS with MRM mode. These analyses revealed significant differences in two of the four metabolites of interest—o-phosphoethanolamine and uridine—between bladder cancer and non-cancer groups. O-phosphoethanolamine was the most promising single biomarker, with an area-under-the-curve (AUC) value of 0.709 for bladder cancer diagnosis. Diagnostic performance was improved by combining uridine and o-phosphoethanolamine in a marker panel, yielding an AUC value of 0.726. This study confirmed discovery-phase features of the urine metabolome of bladder cancer patients and verified their importance for further study. Keywords: Bladder cancer, Biomarker, Phosphoethanolamine, Uridine, Metaboliteshttp://www.sciencedirect.com/science/article/pii/S1021949818301790