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

Routine diagnostic screening of inborn errors of metabolism (IEM) is currently performed by different targeted analyses of known biomarkers. This approach is time-consuming, targets a limited number of biomarkers and will not identify new biomarkers. Untargeted metabolomics generates a global metabo...

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Autores principales: Bonte, Ramon, Bongaerts, Michiel, Demirdas, Serwet, Langendonk, Janneke G., Huidekoper, Hidde H., Williams, Monique, Onkenhout, Willem, Jacobs, Edwin H., Blom, Henk J., Ruijter, George J. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6950026/
https://www.ncbi.nlm.nih.gov/pubmed/31779119
http://dx.doi.org/10.3390/metabo9120289
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author Bonte, Ramon
Bongaerts, Michiel
Demirdas, Serwet
Langendonk, Janneke G.
Huidekoper, Hidde H.
Williams, Monique
Onkenhout, Willem
Jacobs, Edwin H.
Blom, Henk J.
Ruijter, George J. G.
author_facet Bonte, Ramon
Bongaerts, Michiel
Demirdas, Serwet
Langendonk, Janneke G.
Huidekoper, Hidde H.
Williams, Monique
Onkenhout, Willem
Jacobs, Edwin H.
Blom, Henk J.
Ruijter, George J. G.
author_sort Bonte, Ramon
collection PubMed
description Routine diagnostic screening of inborn errors of metabolism (IEM) is currently performed by different targeted analyses of known biomarkers. This approach is time-consuming, targets a limited number of biomarkers and will not identify new biomarkers. Untargeted metabolomics generates a global metabolic phenotype and has the potential to overcome these issues. We describe a novel, single platform, untargeted metabolomics method for screening IEM, combining semi-automatic sample preparation with pentafluorophenylpropyl phase (PFPP)-based UHPLC- Orbitrap-MS. We evaluated analytical performance and diagnostic capability of the method by analysing plasma samples of 260 controls and 53 patients with 33 distinct IEM. Analytical reproducibility was excellent, with peak area variation coefficients below 20% for the majority of the metabolites. We illustrate that PFPP-based chromatography enhances identification of isomeric compounds. Ranked z-score plots of metabolites annotated in IEM samples were reviewed by two laboratory specialists experienced in biochemical genetics, resulting in the correct diagnosis in 90% of cases. Thus, our untargeted metabolomics platform is robust and differentiates metabolite patterns of different IEMs from those of controls. We envision that the current approach to diagnose IEM, using numerous tests, will eventually be replaced by untargeted metabolomics methods, which also have the potential to discover novel biomarkers and assist in interpretation of genetic data.
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spelling pubmed-69500262020-01-13 Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform Bonte, Ramon Bongaerts, Michiel Demirdas, Serwet Langendonk, Janneke G. Huidekoper, Hidde H. Williams, Monique Onkenhout, Willem Jacobs, Edwin H. Blom, Henk J. Ruijter, George J. G. Metabolites Article Routine diagnostic screening of inborn errors of metabolism (IEM) is currently performed by different targeted analyses of known biomarkers. This approach is time-consuming, targets a limited number of biomarkers and will not identify new biomarkers. Untargeted metabolomics generates a global metabolic phenotype and has the potential to overcome these issues. We describe a novel, single platform, untargeted metabolomics method for screening IEM, combining semi-automatic sample preparation with pentafluorophenylpropyl phase (PFPP)-based UHPLC- Orbitrap-MS. We evaluated analytical performance and diagnostic capability of the method by analysing plasma samples of 260 controls and 53 patients with 33 distinct IEM. Analytical reproducibility was excellent, with peak area variation coefficients below 20% for the majority of the metabolites. We illustrate that PFPP-based chromatography enhances identification of isomeric compounds. Ranked z-score plots of metabolites annotated in IEM samples were reviewed by two laboratory specialists experienced in biochemical genetics, resulting in the correct diagnosis in 90% of cases. Thus, our untargeted metabolomics platform is robust and differentiates metabolite patterns of different IEMs from those of controls. We envision that the current approach to diagnose IEM, using numerous tests, will eventually be replaced by untargeted metabolomics methods, which also have the potential to discover novel biomarkers and assist in interpretation of genetic data. MDPI 2019-11-26 /pmc/articles/PMC6950026/ /pubmed/31779119 http://dx.doi.org/10.3390/metabo9120289 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bonte, Ramon
Bongaerts, Michiel
Demirdas, Serwet
Langendonk, Janneke G.
Huidekoper, Hidde H.
Williams, Monique
Onkenhout, Willem
Jacobs, Edwin H.
Blom, Henk J.
Ruijter, George J. G.
Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title_full Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title_fullStr Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title_full_unstemmed Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title_short Untargeted Metabolomics-Based Screening Method for Inborn Errors of Metabolism using Semi-Automatic Sample Preparation with an UHPLC- Orbitrap-MS Platform
title_sort untargeted metabolomics-based screening method for inborn errors of metabolism using semi-automatic sample preparation with an uhplc- orbitrap-ms platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6950026/
https://www.ncbi.nlm.nih.gov/pubmed/31779119
http://dx.doi.org/10.3390/metabo9120289
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