Identification of novel biomarkers for sepsis diagnosis via serum proteomic analysis using iTRAQ-2D-LC-MS/MS

J Clin Lab Anal. 2022 Jan;36(1):e24142. doi: 10.1002/jcla.24142. Epub 2021 Nov 26.

Abstract

Background: Sepsis is a common cause of morbidity and mortality in the ICU patients. Early diagnosis and appropriate patient management is the key to improve the patient survival and to limit disabilities in sepsis patients. This study was aimed to find new diagnostic biomarkers of sepsis.

Methods: In this study, serum proteomic profiles in sepsis patients by iTRAQ2D-LC-MS/MS. Thirty seven differentially expressed proteins were identified in patients with sepsis, and six proteins including ApoC3, SERPINA1, VCAM1, B2M, GPX3, and ApoE were selected for further verification by ELISA and immunoturbidimetry in 53 patients of non-sepsis, 37 patients of sepsis, and 35 patients of septic shock. Descriptive statistics, functional enrichment analysis, and ROC curve analysis were conducted.

Results: The level of ApoC3 was gradually decreased among non-sepsis, sepsis, and septic shock groups (p = 0.049). The levels of VCAM1 (p = 0.010), B2M (p = 0.004), and ApoE (p = 0.039) were showing an increased tread in three groups, with the peak values of B2M and ApoE in the sepsis group. ROC curve analysis for septic diagnosis showed that the areas under ROC curve (AUC) of ApoC3, VCAM1, B2M, and ApoE were 0.625, 0.679, 0.581, and 0.619, respectively, which were lower than that of PCT (AUC 0.717) and CRP (AUC 0.706), but there were no significant differences between each index and PCT or CRP. The combination including four validated indexes and two classical infection indexes for septic diagnosis had the highest AUC-ROC of 0.772.

Conclusion: Proteins of ApoC3, VCAM1, B2M, and ApoE provide a supplement to classical biomarkers for septic diagnosis.

Keywords: Isobaric Tags for Relative and Absolute Quantitation; biomarkers; proteomics; sepsis; serum.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers / analysis*
  • Blood Proteins / analysis*
  • Chromatography, Liquid / methods
  • Female
  • Humans
  • Isotope Labeling
  • Male
  • Middle Aged
  • Proteome / analysis
  • Proteomics / methods*
  • ROC Curve
  • Sepsis / blood
  • Sepsis / diagnosis*
  • Tandem Mass Spectrometry / methods

Substances

  • Biomarkers
  • Blood Proteins
  • Proteome