Exploring serum metabolic markers for the discrimination of ccRCC from renal angiomyolipoma by metabolomics

Biomark Med. 2020 Jun;14(8):675-682. doi: 10.2217/bmm-2019-0215. Epub 2020 Jul 2.

Abstract

Aim: The discrimination of renal cell carcinoma from renal angiomyolipoma (RAML) is crucial for the effective treatment of each. Materials & methods: Serum samples were analyzed by nuclear magnetic resonance spectroscopy-based metabolomics and a number of metabolites were further quantified by HPLC-UV. Results: Clear-cell renal carcinoma (ccRCC) was characterized by drastic disruptions in energy, amino acids, creatinine and uric acid metabolic pathways. A logistic model for the differential diagnosis of RAML from ccRCC was established using the combination of serum levels of uric acid, the ratio of uric acid to hypoxanthine and the ratio of hypoxanthine to creatinine as variables with area under the curve of the receiver operating characteristic curve value of 0.907. Conclusion: Alterations in serum purine metabolites may be used as potential metabolic markers for the differential diagnosis of ccRCC and RAML.

Keywords: diagnostic metabolic markers; metabonomics; puring metabolism; renal angiomyolipoma; renal cell carcinoma.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Angiomyolipoma / blood*
  • Angiomyolipoma / diagnosis
  • Angiomyolipoma / metabolism
  • Biomarkers, Tumor / blood*
  • Carcinoma, Renal Cell / blood*
  • Carcinoma, Renal Cell / diagnosis
  • Carcinoma, Renal Cell / metabolism
  • Chromatography, High Pressure Liquid / methods
  • Creatinine / blood
  • Diagnosis, Differential
  • Female
  • Humans
  • Hypoxanthine / blood
  • Kidney Neoplasms / blood*
  • Kidney Neoplasms / diagnosis
  • Kidney Neoplasms / metabolism
  • Male
  • Metabolomics / methods*
  • Middle Aged
  • Multivariate Analysis
  • Proton Magnetic Resonance Spectroscopy / methods
  • Uric Acid / blood
  • Xanthine / blood

Substances

  • Biomarkers, Tumor
  • Xanthine
  • Uric Acid
  • Hypoxanthine
  • Creatinine