High-coverage lipidomics analysis reveals biomarkers for diagnosis of acute exacerbation of chronic obstructive pulmonary disease

J Chromatogr B Analyt Technol Biomed Life Sci. 2022 Jun 30:1201-1202:123278. doi: 10.1016/j.jchromb.2022.123278. Epub 2022 May 5.

Abstract

Acute exacerbation of chronic obstructive pulmonary disease (AECOPD) is the leading cause of morbidity and mortality in COPD management. However, detecting the progression from the stable stage to acute exacerbation mainly depends on doctors' judgment of clinical symptoms, and there is no biomarker that can be used for auxiliary clinical diagnosis. In this work, serum samples from COPD patients (n = 82) and healthy subjects (n = 29) were collected and analyzed. Patients with COPD were divided into stable COPD (SCOPD) and AECOPD groups, with the latter comprising subtypes 1 and 2. High-coverage lipidomics profiling of 913 lipids belonging to 19 subclasses was carried out by liquid chromatography-Q-Exactive orbitrap mass spectrometry. We performed 4 cross-comparisons to characterize metabolic disturbances associated with the progression of stable COPD to AECOPD-ie, SCOPD vs healthy subjects, AECOPD vs SCOPD, AECOPD subtype 1 vs SCOPD, and AECOPD subtype 2 vs SCOPD. We tentatively identified 86 lipids with differential abundance among groups, lipids that were altered from the stable stage of disease to AECOPD included sphingolipids, ether-containing glycerophospholipids, phosphatidylglycerols, and glycerol lipids. Three panels of lipid biomarkers specific to AECOPD, AECOPD subtypes 1 and 2 vs SCOPD yielded areas under the receiver operating characteristic curve of 0.788, 0.921 and 0.920, respectively, with sensitivity of 77.5%, 80.7% and 91.3%, respectively, and specificity of 75.8%, 97.0% and 87.9%, respectively. The result indicated differences in lipid metabolism may underlie AECOPD and its 2 subtypes and can serve as biomarkers for early diagnosis, and high-coverage lipidomics proved to be an accurate approach to profile the lipid metabolism in biological samples.

Keywords: Acute exacerbation; Chronic obstructive pulmonary disease; High-coverage lipidomics; Lipid metabolism; Liquid chromatography–quadrupole orbitrap mass spectrometry.

MeSH terms

  • Acute Disease
  • Biomarkers
  • Humans
  • Lipidomics*
  • Lipids
  • Pulmonary Disease, Chronic Obstructive*

Substances

  • Biomarkers
  • Lipids

Supplementary concepts

  • Pulmonary Disease, Chronic Obstructive, Severe Early-Onset