TY - JOUR
T1 - Direct-infusion based metabolomics unveils biochemical profiles of inborn errors of metabolism in cerebrospinal fluid
AU - Haijes, Hanneke A
AU - van der Ham, Maria
AU - Gerrits, Johan
AU - van Hasselt, Peter M
AU - Prinsen, Hubertus C M T
AU - de Sain-van der Velden, Monique G M
AU - Verhoeven-Duif, Nanda M
AU - Jans, Judith J M
N1 - Publisher Copyright:
© 2019 The Authors
PY - 2019/5/1
Y1 - 2019/5/1
N2 - Background: For inborn errors of metabolism (IEM), metabolomics is performed for three main purposes: 1)development of next generation metabolic screening platforms, 2)identification of new biomarkers in predefined patient cohorts and 3)for identification of new IEM. To date, plasma, urine and dried blood spots are used. We anticipate that cerebrospinal fluid (CSF)holds additional – valuable – information, especially for IEM with neurological involvement. To expand metabolomics to CSF, we here tested whether direct-infusion high-resolution mass spectrometry (DI-HRMS)based non-quantitative metabolomics could correctly capture the biochemical profile of patients with an IEM in CSF. Methods: Eleven patient samples, harboring eight different IEM, and thirty control samples were analyzed using DI-HRMS. First we assessed whether the biochemical profile of the control samples represented the expected profile in CSF. Next, each patient sample was assigned a ‘most probable diagnosis’ by an investigator blinded for the known diagnoses of the patients. Results: the biochemical profile identified using DI-HRMS in CSF samples resembled the known profile, with – among others – the highest median intensities for mass peaks annotated with glucose, lactic acid, citric acid and glutamine. Subsequent analysis of patient CSF profiles resulted in correct ‘most probable diagnoses’ for all eleven patients, including non-ketotic hyperglycinaemia, propionic aciduria, purine nucleoside phosphorylase deficiency, argininosuccinic aciduria, tyrosinaemia type I, hyperphenylalaninemia and hypermethioninaemia. Conclusion: We here demonstrate that DI-HRMS based non-quantitative metabolomics accurately captures the biochemical profile of this set of patients in CSF, opening new ways for using metabolomics in CSF in the metabolic diagnostic laboratory.
AB - Background: For inborn errors of metabolism (IEM), metabolomics is performed for three main purposes: 1)development of next generation metabolic screening platforms, 2)identification of new biomarkers in predefined patient cohorts and 3)for identification of new IEM. To date, plasma, urine and dried blood spots are used. We anticipate that cerebrospinal fluid (CSF)holds additional – valuable – information, especially for IEM with neurological involvement. To expand metabolomics to CSF, we here tested whether direct-infusion high-resolution mass spectrometry (DI-HRMS)based non-quantitative metabolomics could correctly capture the biochemical profile of patients with an IEM in CSF. Methods: Eleven patient samples, harboring eight different IEM, and thirty control samples were analyzed using DI-HRMS. First we assessed whether the biochemical profile of the control samples represented the expected profile in CSF. Next, each patient sample was assigned a ‘most probable diagnosis’ by an investigator blinded for the known diagnoses of the patients. Results: the biochemical profile identified using DI-HRMS in CSF samples resembled the known profile, with – among others – the highest median intensities for mass peaks annotated with glucose, lactic acid, citric acid and glutamine. Subsequent analysis of patient CSF profiles resulted in correct ‘most probable diagnoses’ for all eleven patients, including non-ketotic hyperglycinaemia, propionic aciduria, purine nucleoside phosphorylase deficiency, argininosuccinic aciduria, tyrosinaemia type I, hyperphenylalaninemia and hypermethioninaemia. Conclusion: We here demonstrate that DI-HRMS based non-quantitative metabolomics accurately captures the biochemical profile of this set of patients in CSF, opening new ways for using metabolomics in CSF in the metabolic diagnostic laboratory.
KW - Metabolomics
KW - Cerebrospinal fluid
KW - CSF
KW - Inborn errors of metabolism
KW - IEM
KW - Direct-infusion mass spectrometry
KW - DIMS
UR - http://www.scopus.com/inward/record.url?scp=85063337622&partnerID=8YFLogxK
U2 - 10.1016/j.ymgme.2019.03.005
DO - 10.1016/j.ymgme.2019.03.005
M3 - Article
C2 - 30926434
SN - 1096-7192
VL - 127
SP - 51
EP - 57
JO - Molecular Genetics and Metabolism
JF - Molecular Genetics and Metabolism
IS - 1
ER -