Literature DB >> 29139026

Structural elucidation of novel biomarkers of known metabolic disorders based on multistage fragmentation mass spectra.

Jan Václavík1,2, Karlien L M Coene3, Ivo Vrobel1,2, Lukáš Najdekr1,2, David Friedecký1,2, Radana Karlíková1,2, Lucie Mádrová1,2, Aleksanteri Petsalo1, Udo F H Engelke3, Annemiek van Wegberg4, Leo A J Kluijtmans3, Tomáš Adam5,6, Ron A Wevers3.   

Abstract

Specific diagnostic markers are the key to effective diagnosis and treatment of inborn errors of metabolism (IEM). Untargeted metabolomics allows for the identification of potential novel diagnostic biomarkers. Current separation techniques coupled to high-resolution mass spectrometry provide a powerful tool for structural elucidation of unknown compounds in complex biological matrices. This is a proof-of-concept study testing this methodology to determine the molecular structure of as yet uncharacterized m/z signals that were significantly increased in plasma samples from patients with phenylketonuria and 3-hydroxy-3-methylglutaryl-CoA lyase deficiency. A hybrid linear ion trap-orbitrap high resolution mass spectrometer, capable of multistage fragmentation, was used to acquire accurate masses and product ion spectra of the uncharacterized m/z signals. In order to determine the molecular structures, spectral databases were searched and fragmentation prediction software was used. This approach enabled structural elucidation of novel compounds potentially useful as biomarkers in diagnostics and follow-up of IEM patients. Two new conjugates, glutamyl-glutamyl-phenylalanine and phenylalanine-hexose, were identified in plasma of phenylketonuria patients. These novel markers showed high inter-patient variation and did not correlate to phenylalanine levels, illustrating their potential added value for follow-up. As novel biomarkers for 3-hydroxy-3-methylglutaryl-CoA lyase deficiency, three positional isomers of 3-methylglutaconyl carnitine could be detected in patient plasma. Our results highlight the applicability of current accurate mass multistage fragmentation techniques for structural elucidation of unknown metabolites in human biofluids, offering an unprecedented opportunity to gain further biochemical insights in known inborn errors of metabolism by enabling high confidence identification of novel biomarkers.

Entities:  

Keywords:  3-hydroxy-3-methylglutaryl coenzyme a lyase deficiency; Biomarkers; Metabolomics; Next generation metabolic screening; Phenylketonuria; Structural elucidation

Mesh:

Substances:

Year:  2017        PMID: 29139026     DOI: 10.1007/s10545-017-0109-4

Source DB:  PubMed          Journal:  J Inherit Metab Dis        ISSN: 0141-8955            Impact factor:   4.982


  19 in total

Review 1.  Systems level studies of mammalian metabolomes: the roles of mass spectrometry and nuclear magnetic resonance spectroscopy.

Authors:  Warwick B Dunn; David I Broadhurst; Helen J Atherton; Royston Goodacre; Julian L Griffin
Journal:  Chem Soc Rev       Date:  2010-08-17       Impact factor: 54.564

2.  Using fragmentation trees and mass spectral trees for identifying unknown compounds in metabolomics.

Authors:  Arpana Vaniya; Oliver Fiehn
Journal:  Trends Analyt Chem       Date:  2015-06-01       Impact factor: 12.296

3.  XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification.

Authors:  Colin A Smith; Elizabeth J Want; Grace O'Maille; Ruben Abagyan; Gary Siuzdak
Journal:  Anal Chem       Date:  2006-02-01       Impact factor: 6.986

4.  Cognitive profile and mental health in adult phenylketonuria: A PKU-COBESO study.

Authors:  Rianne Jahja; Stephan C J Huijbregts; Leo M J de Sonneville; Jaap J van der Meere; Amanda M Legemaat; Annet M Bosch; Carla E M Hollak; M Estela Rubio-Gozalbo; Martijn C G J Brouwers; Floris C Hofstede; Maaike C de Vries; Mirian C H Janssen; Ans T van der Ploeg; Janneke G Langendonk; Francjan J van Spronsen
Journal:  Neuropsychology       Date:  2017-03-20       Impact factor: 3.295

5.  MyCompoundID: using an evidence-based metabolome library for metabolite identification.

Authors:  Liang Li; Ronghong Li; Jianjun Zhou; Azeret Zuniga; Avalyn E Stanislaus; Yiman Wu; Tao Huan; Jiamin Zheng; Yi Shi; David S Wishart; Guohui Lin
Journal:  Anal Chem       Date:  2013-03-06       Impact factor: 6.986

6.  The occurrence of gamma-glutamylphenylalanine in the urine of newborn phenylketonurics.

Authors:  H Peck; R J Pollitt
Journal:  Clin Chim Acta       Date:  1979-06-15       Impact factor: 3.786

7.  Intermediates of the gamma-glutamyl cycle in mouse tissues. Influence of administration of amino acids on pyrrolidone carboxylate and gamma-glutamyl amino acids.

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Journal:  Eur J Biochem       Date:  1975-05-06

8.  Tandem mass spectrometric analysis for amino, organic, and fatty acid disorders in newborn dried blood spots: a two-year summary from the New England Newborn Screening Program.

Authors:  T H Zytkovicz; E F Fitzgerald; D Marsden; C A Larson; V E Shih; D M Johnson; A W Strauss; A M Comeau; R B Eaton; G F Grady
Journal:  Clin Chem       Date:  2001-11       Impact factor: 8.327

9.  Molecular formula and METLIN Personal Metabolite Database matching applied to the identification of compounds generated by LC/TOF-MS.

Authors:  Theodore R Sana; Joseph C Roark; Xiangdong Li; Keith Waddell; Steven M Fischer
Journal:  J Biomol Tech       Date:  2008-09

10.  HMDB 3.0--The Human Metabolome Database in 2013.

Authors:  David S Wishart; Timothy Jewison; An Chi Guo; Michael Wilson; Craig Knox; Yifeng Liu; Yannick Djoumbou; Rupasri Mandal; Farid Aziat; Edison Dong; Souhaila Bouatra; Igor Sinelnikov; David Arndt; Jianguo Xia; Philip Liu; Faizath Yallou; Trent Bjorndahl; Rolando Perez-Pineiro; Roman Eisner; Felicity Allen; Vanessa Neveu; Russ Greiner; Augustin Scalbert
Journal:  Nucleic Acids Res       Date:  2012-11-17       Impact factor: 16.971

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  9 in total

1.  Untargeted metabolomics and infrared ion spectroscopy identify biomarkers for pyridoxine-dependent epilepsy.

Authors:  Udo Fh Engelke; Rianne E van Outersterp; Jona Merx; Fred Amg van Geenen; Arno van Rooij; Giel Berden; Marleen Cdg Huigen; Leo Aj Kluijtmans; Tessa Ma Peters; Hilal H Al-Shekaili; Blair R Leavitt; Erik de Vrieze; Sanne Broekman; Erwin van Wijk; Laura A Tseng; Purva Kulkarni; Floris Pjt Rutjes; Jasmin Mecinović; Eduard A Struys; Laura A Jansen; Sidney M Gospe; Saadet Mercimek-Andrews; Keith Hyland; Michèl Aap Willemsen; Levinus A Bok; Clara Dm van Karnebeek; Ron A Wevers; Thomas J Boltje; Jos Oomens; Jonathan Martens; Karlien Lm Coene
Journal:  J Clin Invest       Date:  2021-08-02       Impact factor: 14.808

2.  The role of the clinician in the multi-omics era: are you ready?

Authors:  Clara D M van Karnebeek; Saskia B Wortmann; Maja Tarailo-Graovac; Mirjam Langeveld; Carlos R Ferreira; Jiddeke M van de Kamp; Carla E Hollak; Wyeth W Wasserman; Hans R Waterham; Ron A Wevers; Tobias B Haack; Ronald J A Wanders; Kym M Boycott
Journal:  J Inherit Metab Dis       Date:  2018-01-23       Impact factor: 4.982

Review 3.  Inborn Errors of Metabolism in the Era of Untargeted Metabolomics and Lipidomics.

Authors:  Israa T Ismail; Megan R Showalter; Oliver Fiehn
Journal:  Metabolites       Date:  2019-10-21

4.  Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform.

Authors:  Ramon Bonte; Michiel Bongaerts; Serwet Demirdas; Janneke G Langendonk; Hidde H Huidekoper; Monique Williams; Willem Onkenhout; Edwin H Jacobs; Henk J Blom; George J G Ruijter
Journal:  Metabolites       Date:  2019-11-26

5.  Patient's thoughts and expectations about centres of expertise for PKU.

Authors:  A M J van Wegberg; A MacDonald; D Abeln; T S Hagedorn; E Lange; F Trefz; D van Vliet; F J van Spronsen
Journal:  Orphanet J Rare Dis       Date:  2021-01-06       Impact factor: 4.123

6.  Amadori rearrangement products as potential biomarkers for inborn errors of amino-acid metabolism.

Authors:  Rianne E van Outersterp; Sam J Moons; Udo F H Engelke; Herman Bentlage; Tessa M A Peters; Arno van Rooij; Marleen C D G Huigen; Siebolt de Boer; Ed van der Heeft; Leo A J Kluijtmans; Clara D M van Karnebeek; Ron A Wevers; Giel Berden; Jos Oomens; Thomas J Boltje; Karlien L M Coene; Jonathan Martens
Journal:  Commun Biol       Date:  2021-03-19

7.  Diagnosis of inborn errors of metabolism within the expanded newborn screening in the Madrid region.

Authors:  Álvaro Martín-Rivada; Laura Palomino Pérez; Pedro Ruiz-Sala; Rosa Navarrete; Ana Cambra Conejero; Pilar Quijada Fraile; Ana Moráis López; Amaya Belanger-Quintana; Elena Martín-Hernández; Marcello Bellusci; Elvira Cañedo Villaroya; Silvia Chumillas Calzada; María Teresa García Silva; Ana Bergua Martínez; Sinziana Stanescu; Mercedes Martínez-Pardo Casanova; Miguel L F Ruano; Magdalena Ugarte; Belén Pérez; Consuelo Pedrón-Giner
Journal:  JIMD Rep       Date:  2022-01-27

8.  Next-generation metabolic screening: targeted and untargeted metabolomics for the diagnosis of inborn errors of metabolism in individual patients.

Authors:  Karlien L M Coene; Leo A J Kluijtmans; Ed van der Heeft; Udo F H Engelke; Siebolt de Boer; Brechtje Hoegen; Hanneke J T Kwast; Maartje van de Vorst; Marleen C D G Huigen; Irene M L W Keularts; Michiel F Schreuder; Clara D M van Karnebeek; Saskia B Wortmann; Maaike C de Vries; Mirian C H Janssen; Christian Gilissen; Jasper Engel; Ron A Wevers
Journal:  J Inherit Metab Dis       Date:  2018-02-16       Impact factor: 4.982

9.  Cellwise outlier detection and biomarker identification in metabolomics based on pairwise log ratios.

Authors:  Jan Walach; Peter Filzmoser; Štěpán Kouřil; David Friedecký; Tomáš Adam
Journal:  J Chemom       Date:  2019-12-02       Impact factor: 2.467

  9 in total

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