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[Preprint]. 2023 Jan 9:2023.01.08.23284316.
doi: 10.1101/2023.01.08.23284316.

Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis

Affiliations

Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis

Edwin Ardiansyah et al. medRxiv. .

Update in

  • Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis.
    Ardiansyah E, Avila-Pacheco J, Nhat LTH, Dian S, Vinh DN, Hai HT, Bullock K, Alisjahbana B, Netea MG, Estiasari R, Tram TTB, Donovan J, Heemskerk D, Chau TTH, Bang ND, Ganiem AR, Ruslami R, Koeken VACM, Hamers RL, Imran D, Maharani K, Kumar V, Clish CB, van Crevel R, Thwaites G, van Laarhoven A, Thuong NTT. Ardiansyah E, et al. Elife. 2023 May 9;12:e85307. doi: 10.7554/eLife.85307. Elife. 2023. PMID: 37158692 Free PMC article.

Abstract

Background: Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism.

Methods: We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using targeted liquid chromatography mass-spectrometry. Individual metabolite levels were associated with survival, clinical parameters, CSF bacterial load and 92 CSF inflammatory proteins.

Results: CSF tryptophan was associated with 60-day mortality from tuberculous meningitis (HR=1.16, 95%CI=1.10-1.24, for each doubling in CSF tryptophan) both in HIV-negative and HIV-positive patients. CSF tryptophan concentrations did not correlate with CSF bacterial load nor CSF inflammation but were negatively correlated with CSF interferon-gamma concentrations. Unlike tryptophan, CSF concentrations of an intercorrelating cluster of downstream kynurenine metabolites did not predict mortality. These CSF kynurenine metabolites did however correlate with CSF inflammation and markers of blood-CSF leakage, and plasma kynurenine predicted death (HR 1.54, 95%CI=1.22-1.93). These findings were mostly specific for TBM, although high CSF tryptophan was also associated with mortality from cryptococcal meningitis.

Conclusion: TBM patients with a high baseline CSF tryptophan or high systemic (plasma) kynurenine are at increased risk of mortality. These findings may reveal new targets for host-directed therapy.

Funding: This study was supported by National Institutes of Health (R01AI145781) and the Wellcome Trust (110179/Z/15/Z and 206724/Z/17/Z).

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Figures

Figure 1
Figure 1. Tryptophan metabolism pathway.
Tryptophan is metabolized mainly through the kynurenine pathway through indoleamine 2,3-dioxygenase 1 (IDO1), generating kynurenine and its downstream metabolites (blue box). IDO1 is partly stimulated by M. tuberculosis-induced interferon gamma (IFN-y) production by T helper 1 cells.
Figure 2
Figure 2. Six-months survival curve of TBM patients.
Patients were stratified by CSF tryptophan concentrations tertiles.
Figure 3
Figure 3. CSF and plasma metabolites concentrations in TBM and controls for the tryptophan metabolites associated with outcome: tryptophan and kynurenine.
(A) Relative concentrations based on peak ion intensity (B) absolute concentrations in μM.
Figure 4
Figure 4. Correlation between tryptophan metabolites and with clinical and CSF parameters.
Significant Spearman’s correlation coefficients are presented in the correlation matrix, while the ones with not significant correlations were blank. Red indicates positive correlations, and blue indicates negative ones. The color gradient shows the strength of the associations.
Figure 5
Figure 5. Associations of CSF tryptophan with IFN-γ (A) and with TNF-α (B) in 176 Indonesian (left) and 304 (Vietnamese) TBM patients.
The boxplots on the left of each plot show the association of metabolites with cytokines below the detection limit. Abbreviations: IFN-γ: interferon gamma, TNF-α: tumor necrosis factor alpha, LOD: lower limit of detection.

References

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