International Journal of Infectious Diseases (Jul 2019)

A pilot metabolomics study of tuberculosis immune reconstitution inflammatory syndrome

  • Carlos A.M. Silva,
  • Barbara Graham,
  • Kristofor Webb,
  • Laura Vari Ashton,
  • Marisa Harton,
  • Annie F. Luetkemeyer,
  • Samantha Bokatzian,
  • Reem Almubarak,
  • Sebabrata Mahapatra,
  • Laura Hovind,
  • Michelle A. Kendall,
  • Diane Havlir,
  • John T. Belisle,
  • Mary Ann De Groote

Journal volume & issue
Vol. 84
pp. 30 – 38

Abstract

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Background: Diagnosis of paradoxical tuberculosis-associated immune reconstitution inflammatory syndrome (TB-IRIS) is challenging and new tools are needed for early diagnosis as well as to understand the biochemical events that underlie the pathology in TB-IRIS. Methods: Plasma samples were obtained from participants from a randomized HIV/TB treatment strategy study (AIDS Clinical Trials Group [ACTG] A5221) with (n = 26) and without TB-IRIS (n = 22) for an untargeted metabolomics pilot study by liquid-chromatography mass spectrometry. The metabolic profile of these participants was compared at the study entry and as close to the diagnosis of TB-IRIS as possible (TB-IRIS window). Molecular features with p < 0.05 and log2 fold change ≥0.58 were submitted for pathway analysis through MetaboAnalyst. We also elucidated potential metabolic signatures for TB-IRIS using a LASSO regression model. Results: At the study entry, we showed that the arachidonic acid and glycerophospholipid metabolism were altered in the TB-IRIS group. Sphingolipid and linoleic acid metabolism were the most affected pathways during the TB-IRIS window. LASSO modeling selected a set of 8 and 7 molecular features with the potential to predict TB-IRIS at study entry and during the TB-IRIS window, respectively. Conclusion: This study suggests that the use of plasma metabolites may distinguish HIV-TB patients with and without TB-IRIS. Keywords: AIDS, Tuberculosis, IRIS, Metabolomics, Biosignature features