Optimization of Sample Preparation for Metabolomics Exploration of Urine, Feces, Blood and Saliva in Humans Using Combined NMR and UHPLC-HRMS Platforms.
Cécile MartiasNadine BaroukhSylvie MavelHélène BlascoAntoine LefèvreLéa RochFrédéric MontignyJulie GatienLaurent SchiblerDiane Dufour-RainfrayLydie Nadal-DesbaratsPatrick EmondPublished in: Molecules (Basel, Switzerland) (2021)
Currently, most clinical studies in metabolomics only consider a single type of sample such as urine, plasma, or feces and use a single analytical platform, either NMR or MS. Although some studies have already investigated metabolomics data from multiple fluids, the information is limited to a unique analytical platform. On the other hand, clinical studies investigating the human metabolome that combine multi-analytical platforms have focused on a single biofluid. Combining data from multiple sample types for one patient using a multimodal analytical approach (NMR and MS) should extend the metabolome coverage. Pre-analytical and analytical phases are time consuming. These steps need to be improved in order to move into clinical studies that deal with a large number of patient samples. Our study describes a standard operating procedure for biological specimens (urine, blood, saliva, and feces) using multiple platforms (1H-NMR, RP-UHPLC-MS, and HILIC-UHPLC-MS). Each sample type follows a unique sample preparation procedure for analysis on a multi-platform basis. Our method was evaluated for its robustness and was able to generate a representative metabolic map.
Keyphrases
- mass spectrometry
- liquid chromatography
- high resolution mass spectrometry
- ms ms
- high resolution
- tandem mass spectrometry
- simultaneous determination
- ultra high performance liquid chromatography
- magnetic resonance
- multiple sclerosis
- solid phase extraction
- gas chromatography
- solid state
- high throughput
- case report
- minimally invasive
- big data
- electronic health record
- artificial intelligence
- data analysis
- machine learning
- high density