Proteomic profiling of serum from patients with tuberculosis

Ann Lab Med. 2014 Sep;34(5):345-53. doi: 10.3343/alm.2014.34.5.345. Epub 2014 Aug 21.

Abstract

Background: Effective treatment and monitoring of tuberculosis (TB) requires biomarkers that can be easily evaluated in blood samples. The aim of this study was to analyze the serum proteome of patients with TB and to identify protein biomarkers for TB.

Methods: Serum samples from 26 TB patients and 31 controls were analyzed by using nano-flow ultra-performance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry in data-independent mode, and protein and peptide amounts were calculated by using a label-free quantitative approach. The generated data were analyzed by using principal component analysis and partial least squares discriminant analysis, a multivariate statistical method.

Results: Of more than 500 proteins identified, alpha-1-antitrypsin was the most discriminative, which was 4.4 times higher in TB patients than in controls. Peptides from alpha-1-antitrypsin and antithrombin III increased in TB patients and showed a high variable importance in the projection scores and coefficient in partial least square discriminant analysis.

Conclusions: Sera from patients with TB had higher alpha-1-antitrypsin levels than sera from control participants. Alpha-1-antitrypsin levels may aid in the diagnosis of TB.

Keywords: Alpha-1-antitrypsin; Proteomics; Tuberculosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Antithrombin III / analysis
  • Biomarkers / blood
  • Chromatography, High Pressure Liquid
  • Discriminant Analysis
  • Female
  • Humans
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Proteome / analysis*
  • Proteomics*
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
  • Tuberculosis / blood*
  • Tuberculosis / genetics
  • Tuberculosis / metabolism
  • alpha 1-Antitrypsin / analysis

Substances

  • Biomarkers
  • Proteome
  • alpha 1-Antitrypsin
  • Antithrombin III