A Metabolomics Workflow for Analyzing Complex Biological Samples Using a Combined Method of Untargeted and Target-List Based Approaches.

CSF LC-MS LDA XCMS metabolomics plasma

Journal

Metabolites
ISSN: 2218-1989
Titre abrégé: Metabolites
Pays: Switzerland
ID NLM: 101578790

Informations de publication

Date de publication:
25 Aug 2020
Historique:
received: 23 07 2020
revised: 20 08 2020
accepted: 20 08 2020
entrez: 29 8 2020
pubmed: 29 8 2020
medline: 29 8 2020
Statut: epublish

Résumé

In the highly dynamic field of metabolomics, we have developed a method for the analysis of hydrophilic metabolites in various biological samples. Therefore, we used hydrophilic interaction chromatography (HILIC) for separation, combined with a high-resolution mass spectrometer (MS) with the aim of separating and analyzing a wide range of compounds. We used 41 reference standards with different chemical properties to develop an optimal chromatographic separation. MS analysis was performed with a set of pooled biological samples human cerebrospinal fluid (CSF), and human plasma. The raw data was processed in a first step with Compound Discoverer 3.1 (CD), a software tool for untargeted metabolomics with the aim to create a list of unknown compounds. In a second step, we combined the results obtained with our internally analyzed reference standard list to process the data along with the Lipid Data Analyzer 2.6 (LDA), a software tool for a targeted approach. In order to demonstrate the advantages of this combined target-list based and untargeted approach, we not only compared the relative standard deviation (%RSD) of the technical replicas of pooled plasma samples (

Identifiants

pubmed: 32854199
pii: metabo10090342
doi: 10.3390/metabo10090342
pmc: PMC7570008
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Bundesministerium für Wissenschaft, Forschung und Wirtschaft
ID : BMWFW-10.420/0005-WF/V/3c/2017

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Auteurs

Thomas Züllig (T)

Core Facility Mass Spectrometry, Medical University of Graz, 8036 Graz, Austria.

Martina Zandl-Lang (M)

Department of Paediatrics and Adolescent Medicine, Division of General Paediatrics, University Childrens' Hospital Graz, Medical University of Graz, 8036 Graz, Austria.

Martin Trötzmüller (M)

Core Facility Mass Spectrometry, Medical University of Graz, 8036 Graz, Austria.

Jürgen Hartler (J)

Institute of Pharmaceutical Sciences, University of Graz, 8036 Graz, Austria.

Barbara Plecko (B)

Department of Paediatrics and Adolescent Medicine, Division of General Paediatrics, University Childrens' Hospital Graz, Medical University of Graz, 8036 Graz, Austria.

Harald C Köfeler (HC)

Core Facility Mass Spectrometry, Medical University of Graz, 8036 Graz, Austria.

Classifications MeSH