Metabolomic Profiling of Human Urine Samples Using LC-TIMS-QTOF Mass Spectrometry

J Am Soc Mass Spectrom. 2021 Aug 4;32(8):2072-2080. doi: 10.1021/jasms.0c00467. Epub 2021 Jun 9.

Abstract

The identification of metabolites in biological samples is challenging due to their chemical and structural diversity. Ion mobility spectrometry (IMS) separates ionized molecules based on their mobility in a carrier buffer gas giving information about the ionic shape by measuring the rotationally averaged collision cross-section (CCS) value. This orthogonal descriptor, in combination with the m/z, isotopic pattern distribution, and MS/MS spectrum, has the potential to improve the identification of molecular molecules in complex mixtures. Urine metabolomics can reveal metabolic differences, which arise as a result of a specific disease or in response to therapeutic intervention. It is, however, complicated by the presence of metabolic breakdown products derived from a wide range of lifestyle and diet-related byproducts, many of which are poorly characterized. In this study, we explore the use of trapped ion mobility spectrometry (TIMS) via LC parallel accumulation with serial fragmentation (PASEF) for urine metabolomics. A total of 362 urine metabolites were characterized from 80 urine samples collected from healthy volunteers using untargeted metabolomics employing HILIC and RP chromatography. Additionally, three analytes (Trp, Phe, and Tyr) were selected for targeted quantification. Both the untargeted and targeted data was highly reproducible and reported CCS measurements for identified metabolites were robust in the presence of the urine matrix. A comparison of CCS values among different laboratories was also conducted, showing less than 1.3% ΔCCS values across different platforms. This is the first report of a human urine metabolite database compiled with CCS values experimentally acquired using an LC-PASEF TIMS-qTOF platform.

MeSH terms

  • Chromatography, Reverse-Phase
  • Healthy Volunteers
  • Humans
  • Ion Mobility Spectrometry / methods*
  • Mass Spectrometry / methods*
  • Metabolomics / methods*
  • Phenylalanine / urine
  • Reproducibility of Results
  • Tryptophan / urine
  • Tyrosine / urine
  • Urinalysis / methods*
  • Urine / chemistry*

Substances

  • Tyrosine
  • Phenylalanine
  • Tryptophan