Plasma metabolomics in tuberculosis patients with and without concurrent type 2 diabetes at diagnosis and during antibiotic treatment.
Frank VrielingBachti AlisjahbanaEdhyana SahiratmadjaReinout van CrevelAmy C HarmsThomas HankemeierTom H M OttenhoffSimone A JoostenPublished in: Scientific reports (2019)
Tuberculosis (TB) and type 2 diabetes mellitus (DM), a major TB risk factor, are both accompanied by marked alterations in metabolic processes. Dissecting the specific metabolic changes induced by disease through metabolomics has shown potential to improve our understanding of relevant pathophysiological mechanisms of disease, which could lead to improved treatment. Targeted tandem liquid chromatography-mass spectrometry (LC-MS/MS) was used to compare amine and acylcarnitine levels in plasma samples of patients with TB or TB-DM from Indonesia at time of diagnosis and during antibiotic treatment. Partial least squares discrimination analysis (PLS-DA) showed good separation of patient groups. Amine levels were strongly altered in both disease groups compared to healthy controls, including low concentrations of citrulline and ornithine. Several amino acid ratios discriminated TB from controls (phenylalanine/histidine; citrulline/arginine; kynurenine/tryptophan), possibly reflecting changes in indoleamine-pyrrole 2,3-dioxygenase (IDO) and nitric oxide synthase (NOS) activity. Choline, glycine, serine, threonine and homoserine levels were lower in TB-DM compared to TB, and, in contrast to other analytes, did not normalize to healthy control levels during antibiotic treatment. Our results not only provide important validation of previous studies but also identify novel biomarkers, and significantly enhance our understanding of metabolic changes in human TB and TB-DM.
Keyphrases
- mycobacterium tuberculosis
- mass spectrometry
- liquid chromatography
- type diabetes
- nitric oxide synthase
- glycemic control
- amino acid
- metabolic syndrome
- magnetic resonance
- pulmonary tuberculosis
- radiation therapy
- emergency department
- magnetic resonance imaging
- cardiovascular disease
- endothelial cells
- high resolution
- risk assessment
- hepatitis c virus
- hiv aids
- ms ms
- climate change
- weight loss
- smoking cessation
- high resolution mass spectrometry
- simultaneous determination
- high performance liquid chromatography
- cardiovascular risk factors
- human immunodeficiency virus
- electronic health record