Serum metabolomics identified metabolite biomarkers and distinguished maturity-onset diabetes of the young from type 1 diabetes in the Chinese population

Clin Chim Acta. 2023 Jan 15:539:250-258. doi: 10.1016/j.cca.2022.12.019. Epub 2022 Dec 27.

Abstract

Background: Maturity-onset diabetes of the young (MODY) patients have unique clinical manifestations and need individualized treatments. We identified novel serum metabolic biomarkers to distinguish MODY and explore the possible mechanism of the clinical manifestation and complications of MODY.

Methods: Fasting serum samples were collected from MODY3 (n = 17), MODY2 (n = 33), type 1 diabetes (T1DM) (n = 34) and healthy individuals (n = 30), and were analyzed using the ultra-performance liquid chromatography-mass spectrometry (UPLC-MS) metabolomic platform.

Results: 4 metabolites were found significantly fluctuated between groups, including glycerophosphocholine, LysoPC(18:2(9Z,12Z)), sphinganine and l-Phenylalanine. Glycerophosphocholine was selected as a diagnostic biomarker. The the area under the ROC curve (AUC) for distinguishing MODYs from healthy controls and differentiating MODY3 from T1DM reached 1.0. The combination of metabolites also gained good diagnostic value. The AUC of the combination of LysoPC(18:2(9Z,12Z)), sphinganine and l-Phenylalanine for discriminating MODY3 from T1DM was 0.983. Besides, the combination of clinical indices and metabolites helped to better differentiate the 2 MODY subtypes.

Conclusions: We identified the metabolic profiles of MODY2 and MODY3 and found promising biomarkers for distinguishing MODY from T1DM, which provides evidence for the pathogenesis and characteristic clinical manifestations of patients with MODY2 and MODY3.

Keywords: Biomarkers; Maturity-onset diabetes of the young; Metabolomics; Pathways; Type 1 diabetes.

MeSH terms

  • Biomarkers
  • Chromatography, Liquid
  • Diabetes Mellitus, Type 1* / diagnosis
  • Diabetes Mellitus, Type 2
  • East Asian People
  • Hepatocyte Nuclear Factor 1-alpha
  • Humans
  • Metabolomics
  • Phenylalanine
  • Tandem Mass Spectrometry

Substances

  • safingol
  • Hepatocyte Nuclear Factor 1-alpha
  • Biomarkers
  • Phenylalanine

Supplementary concepts

  • Maturity-Onset Diabetes of the Young, Type 3
  • Maturity-Onset Diabetes of the Young, Type 2
  • Mason-Type Diabetes