Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples

Liquid-chromatography coupled to high resolution mass spectrometry (LC-HRMS) is currently the method of choice for untargeted metabolomic analysis. The availability of established protocols to achieve a high confidence identification of metabolites is crucial. The aim of this work is to describe the...

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Main Authors: Chiara Lavarello, Sebastiano Barco, Martina Bartolucci, Isabella Panfoli, Emanuele Magi, Gino Tripodi, Andrea Petretto, Giuliana Cangemi
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/26/14/4256
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spelling doaj-b5601c14cce8496c8da4f988dd7261be2021-07-23T13:56:36ZengMDPI AGMolecules1420-30492021-07-01264256425610.3390/molecules26144256Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric SamplesChiara Lavarello0Sebastiano Barco1Martina Bartolucci2Isabella Panfoli3Emanuele Magi4Gino Tripodi5Andrea Petretto6Giuliana Cangemi7Core Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyChromatography and Mass Spectrometry Section, Central Laboratory of Analyses, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyCore Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyDIFAR-Biochemistry Laboratory, University of Genoa, 16132 Genova, ItalyDepartment of Chemistry and Industrial Chemistry, University of Genoa, 16146 Genoa, ItalyChromatography and Mass Spectrometry Section, Central Laboratory of Analyses, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyCore Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyChromatography and Mass Spectrometry Section, Central Laboratory of Analyses, IRCCS Istituto Giannina Gaslini, 16147 Genoa, ItalyLiquid-chromatography coupled to high resolution mass spectrometry (LC-HRMS) is currently the method of choice for untargeted metabolomic analysis. The availability of established protocols to achieve a high confidence identification of metabolites is crucial. The aim of this work is to describe the workflow that we have applied to build an Accurate Mass Retention Time (AMRT) database using a commercial metabolite library of standards. LC-HRMS analysis was carried out using a Vanquish Horizon UHPLC system coupled to a Q-Exactive Plus Hybrid Quadrupole-Orbitrap Mass Spectrometer (Thermo Fisher Scientific, Milan, Italy). The fragmentation spectra, obtained with 12 collision energies, were acquired for each metabolite, in both polarities, through flow injection analysis. Several chromatographic conditions were tested to obtain a protocol that yielded stable retention times. The adopted chromatographic protocol included a gradient separation using a reversed phase (Waters Acquity BEH C18) and a HILIC (Waters Acquity BEH Amide) column. An AMRT database of 518 compounds was obtained and tested on real plasma and urine samples analyzed in data-dependent acquisition mode. Our AMRT library allowed a level 1 identification, according to the Metabolomics Standards Initiative, of 132 and 124 metabolites in human pediatric plasma and urine samples, respectively. This library represents a starting point for future metabolomic studies in pediatric settings.https://www.mdpi.com/1420-3049/26/14/4256LC-HRMSmetabolomicslibrarychromatographypediatrics
collection DOAJ
language English
format Article
sources DOAJ
author Chiara Lavarello
Sebastiano Barco
Martina Bartolucci
Isabella Panfoli
Emanuele Magi
Gino Tripodi
Andrea Petretto
Giuliana Cangemi
spellingShingle Chiara Lavarello
Sebastiano Barco
Martina Bartolucci
Isabella Panfoli
Emanuele Magi
Gino Tripodi
Andrea Petretto
Giuliana Cangemi
Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
Molecules
LC-HRMS
metabolomics
library
chromatography
pediatrics
author_facet Chiara Lavarello
Sebastiano Barco
Martina Bartolucci
Isabella Panfoli
Emanuele Magi
Gino Tripodi
Andrea Petretto
Giuliana Cangemi
author_sort Chiara Lavarello
title Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
title_short Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
title_full Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
title_fullStr Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
title_full_unstemmed Development of an Accurate Mass Retention Time Database for Untargeted Metabolomic Analysis and Its Application to Plasma and Urine Pediatric Samples
title_sort development of an accurate mass retention time database for untargeted metabolomic analysis and its application to plasma and urine pediatric samples
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2021-07-01
description Liquid-chromatography coupled to high resolution mass spectrometry (LC-HRMS) is currently the method of choice for untargeted metabolomic analysis. The availability of established protocols to achieve a high confidence identification of metabolites is crucial. The aim of this work is to describe the workflow that we have applied to build an Accurate Mass Retention Time (AMRT) database using a commercial metabolite library of standards. LC-HRMS analysis was carried out using a Vanquish Horizon UHPLC system coupled to a Q-Exactive Plus Hybrid Quadrupole-Orbitrap Mass Spectrometer (Thermo Fisher Scientific, Milan, Italy). The fragmentation spectra, obtained with 12 collision energies, were acquired for each metabolite, in both polarities, through flow injection analysis. Several chromatographic conditions were tested to obtain a protocol that yielded stable retention times. The adopted chromatographic protocol included a gradient separation using a reversed phase (Waters Acquity BEH C18) and a HILIC (Waters Acquity BEH Amide) column. An AMRT database of 518 compounds was obtained and tested on real plasma and urine samples analyzed in data-dependent acquisition mode. Our AMRT library allowed a level 1 identification, according to the Metabolomics Standards Initiative, of 132 and 124 metabolites in human pediatric plasma and urine samples, respectively. This library represents a starting point for future metabolomic studies in pediatric settings.
topic LC-HRMS
metabolomics
library
chromatography
pediatrics
url https://www.mdpi.com/1420-3049/26/14/4256
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