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Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy

[Image: see text] Untargeted liquid chromatography–mass spectrometry (LC–MS)-based metabolomics strategies are being increasingly applied in metabolite screening for a wide variety of medical conditions. The long-standing “grand challenge” in the utilization of this approach is metabolite identifica...

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Autores principales: van Outersterp, Rianne E., Engelke, Udo F.H., Merx, Jona, Berden, Giel, Paul, Mathias, Thomulka, Thomas, Berkessel, Albrecht, Huigen, Marleen C.D.G., Kluijtmans, Leo A.J., Mecinović, Jasmin, Rutjes, Floris P.J.T., van Karnebeek, Clara D.M., Wevers, Ron A., Boltje, Thomas J., Coene, Karlien L.M., Martens, Jonathan, Oomens, Jos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613736/
https://www.ncbi.nlm.nih.gov/pubmed/34756024
http://dx.doi.org/10.1021/acs.analchem.1c02896
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author van Outersterp, Rianne E.
Engelke, Udo F.H.
Merx, Jona
Berden, Giel
Paul, Mathias
Thomulka, Thomas
Berkessel, Albrecht
Huigen, Marleen C.D.G.
Kluijtmans, Leo A.J.
Mecinović, Jasmin
Rutjes, Floris P.J.T.
van Karnebeek, Clara D.M.
Wevers, Ron A.
Boltje, Thomas J.
Coene, Karlien L.M.
Martens, Jonathan
Oomens, Jos
author_facet van Outersterp, Rianne E.
Engelke, Udo F.H.
Merx, Jona
Berden, Giel
Paul, Mathias
Thomulka, Thomas
Berkessel, Albrecht
Huigen, Marleen C.D.G.
Kluijtmans, Leo A.J.
Mecinović, Jasmin
Rutjes, Floris P.J.T.
van Karnebeek, Clara D.M.
Wevers, Ron A.
Boltje, Thomas J.
Coene, Karlien L.M.
Martens, Jonathan
Oomens, Jos
author_sort van Outersterp, Rianne E.
collection PubMed
description [Image: see text] Untargeted liquid chromatography–mass spectrometry (LC–MS)-based metabolomics strategies are being increasingly applied in metabolite screening for a wide variety of medical conditions. The long-standing “grand challenge” in the utilization of this approach is metabolite identification—confidently determining the chemical structures of m/z-detected unknowns. Here, we use a novel workflow based on the detection of molecular features of interest by high-throughput untargeted LC–MS analysis of patient body fluids combined with targeted molecular identification of those features using infrared ion spectroscopy (IRIS), effectively providing diagnostic IR fingerprints for mass-isolated targets. A significant advantage of this approach is that in silico-predicted IR spectra of candidate chemical structures can be used to suggest the molecular structure of unknown features, thus mitigating the need for the synthesis of a broad range of physical reference standards. Pyridoxine-dependent epilepsy (PDE-ALDH7A1) is an inborn error of lysine metabolism, resulting from a mutation in the ALDH7A1 gene that leads to an accumulation of toxic levels of α-aminoadipic semialdehyde (α-AASA), piperideine-6-carboxylate (P6C), and pipecolic acid in body fluids. While α-AASA and P6C are known biomarkers for PDE in urine, their instability makes them poor candidates for diagnostic analysis from blood, which would be required for application in newborn screening protocols. Here, we use combined untargeted metabolomics–IRIS to identify several new biomarkers for PDE-ALDH7A1 that can be used for diagnostic analysis in urine, plasma, and cerebrospinal fluids and that are compatible with analysis in dried blood spots for newborn screening. The identification of these novel metabolites has directly provided novel insights into the pathophysiology of PDE-ALDH7A1.
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spelling pubmed-86137362021-11-26 Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy van Outersterp, Rianne E. Engelke, Udo F.H. Merx, Jona Berden, Giel Paul, Mathias Thomulka, Thomas Berkessel, Albrecht Huigen, Marleen C.D.G. Kluijtmans, Leo A.J. Mecinović, Jasmin Rutjes, Floris P.J.T. van Karnebeek, Clara D.M. Wevers, Ron A. Boltje, Thomas J. Coene, Karlien L.M. Martens, Jonathan Oomens, Jos Anal Chem [Image: see text] Untargeted liquid chromatography–mass spectrometry (LC–MS)-based metabolomics strategies are being increasingly applied in metabolite screening for a wide variety of medical conditions. The long-standing “grand challenge” in the utilization of this approach is metabolite identification—confidently determining the chemical structures of m/z-detected unknowns. Here, we use a novel workflow based on the detection of molecular features of interest by high-throughput untargeted LC–MS analysis of patient body fluids combined with targeted molecular identification of those features using infrared ion spectroscopy (IRIS), effectively providing diagnostic IR fingerprints for mass-isolated targets. A significant advantage of this approach is that in silico-predicted IR spectra of candidate chemical structures can be used to suggest the molecular structure of unknown features, thus mitigating the need for the synthesis of a broad range of physical reference standards. Pyridoxine-dependent epilepsy (PDE-ALDH7A1) is an inborn error of lysine metabolism, resulting from a mutation in the ALDH7A1 gene that leads to an accumulation of toxic levels of α-aminoadipic semialdehyde (α-AASA), piperideine-6-carboxylate (P6C), and pipecolic acid in body fluids. While α-AASA and P6C are known biomarkers for PDE in urine, their instability makes them poor candidates for diagnostic analysis from blood, which would be required for application in newborn screening protocols. Here, we use combined untargeted metabolomics–IRIS to identify several new biomarkers for PDE-ALDH7A1 that can be used for diagnostic analysis in urine, plasma, and cerebrospinal fluids and that are compatible with analysis in dried blood spots for newborn screening. The identification of these novel metabolites has directly provided novel insights into the pathophysiology of PDE-ALDH7A1. American Chemical Society 2021-11-10 2021-11-23 /pmc/articles/PMC8613736/ /pubmed/34756024 http://dx.doi.org/10.1021/acs.analchem.1c02896 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle van Outersterp, Rianne E.
Engelke, Udo F.H.
Merx, Jona
Berden, Giel
Paul, Mathias
Thomulka, Thomas
Berkessel, Albrecht
Huigen, Marleen C.D.G.
Kluijtmans, Leo A.J.
Mecinović, Jasmin
Rutjes, Floris P.J.T.
van Karnebeek, Clara D.M.
Wevers, Ron A.
Boltje, Thomas J.
Coene, Karlien L.M.
Martens, Jonathan
Oomens, Jos
Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title_full Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title_fullStr Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title_full_unstemmed Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title_short Metabolite Identification Using Infrared Ion Spectroscopy—Novel Biomarkers for Pyridoxine-Dependent Epilepsy
title_sort metabolite identification using infrared ion spectroscopy—novel biomarkers for pyridoxine-dependent epilepsy
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613736/
https://www.ncbi.nlm.nih.gov/pubmed/34756024
http://dx.doi.org/10.1021/acs.analchem.1c02896
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