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1.
J Infect Dis ; 216(10): 1273-1280, 2017 12 05.
Article in English | MEDLINE | ID: mdl-28927234

ABSTRACT

Background: The progression of human African trypanosomiasis from the early hemolymphatic stage to the late meningoencephalitic stage is of critical diagnostic importance as it determines the choice of potentially toxic drug regimens. Current diagnostic criteria involving analysis of cerebrospinal fluid (CSF) for parasites and/or pleocytosis are sensitive, but recent evidence suggests that specificity may be poor. Methods: We used an untargeted global metabolic profiling approach for the discovery of novel candidate stage-diagnostic markers in CSF from patients infected with Trypanosoma brucei rhodesiense, using 1H nuclear magnetic resonance (NMR) spectroscopy. Results: Metabolic markers did not distinguish between early and late-stage cases but were associated with neuroinflammatory responses and the presentation of neurological disturbances. In particular, increased concentrations of 3-hydroxybutyrate and alanine and reduced concentrations of mannose and urea were discriminatory for the presentation of daytime somnolence and gait ataxia. Conclusions: CSF metabolite concentrations provide markers for neuroinflammatory responses during central nervous system (CNS) invasion by trypanosomes and are associated with the presentation of neurological disturbances independently of disease stage determined by current criteria. This suggests that applying a dichotomous-stage diagnosis on the basis of CSF pleocytosis does not accurately reflect the biological changes occurring as parasites invade the CNS and has implications for biomarker discovery strategies.


Subject(s)
Central Nervous System Infections/cerebrospinal fluid , Central Nervous System Infections/parasitology , Metabolome , Metabolomics , Trypanosoma brucei rhodesiense , Trypanosomiasis, African/cerebrospinal fluid , Trypanosomiasis, African/parasitology , Adolescent , Adult , Aged , Biomarkers , Central Nervous System Infections/diagnosis , Child , Child, Preschool , Cytokines/cerebrospinal fluid , Female , Glasgow Coma Scale , Humans , Leukocyte Count , Male , Meningoencephalitis/cerebrospinal fluid , Meningoencephalitis/diagnosis , Meningoencephalitis/parasitology , Metabolomics/methods , Middle Aged , Phenotype , Proton Magnetic Resonance Spectroscopy , Trypanosomiasis, African/diagnosis , Young Adult
2.
PLoS Negl Trop Dis ; 9(10): e0004200, 2015.
Article in English | MEDLINE | ID: mdl-26505639

ABSTRACT

Human African trypanosomiasis (HAT) remains a major neglected tropical disease in Sub-Saharan Africa. As clinical symptoms are usually non-specific, new diagnostic and prognostic markers are urgently needed to enhance the number of identified cases and optimise treatment. This is particularly important for disease caused by Trypanosoma brucei rhodesiense, where indirect immunodiagnostic approaches have to date been unsuccessful. We have conducted global metabolic profiling of plasma from T.b.rhodesiense HAT patients and endemic controls, using 1H nuclear magnetic resonance (NMR) spectroscopy and ultra-performance liquid chromatography, coupled with mass spectrometry (UPLC-MS) and identified differences in the lipid, amino acid and metabolite profiles. Altogether 16 significantly disease discriminatory metabolite markers were found using NMR, and a further 37 lipid markers via UPLC-MS. These included significantly higher levels of phenylalanine, formate, creatinine, N-acetylated glycoprotein and triglycerides in patients relative to controls. HAT patients also displayed lower concentrations of histidine, sphingomyelins, lysophosphatidylcholines, and several polyunsaturated phosphatidylcholines. While the disease metabolite profile was partially consistent with previous data published in experimental rodent infection, we also found unique lipid and amino acid profile markers highlighting subtle but important differences between the host response to trypanosome infections between animal models and natural human infections. Our results demonstrate the potential of metabolic profiling in the identification of novel diagnostic biomarkers and the elucidation of pathogenetic mechanisms in this disease.


Subject(s)
Biomarkers/blood , Metabolome , Trypanosomiasis, African/diagnosis , Trypanosomiasis, African/pathology , Adolescent , Adult , Africa South of the Sahara , Amino Acids/blood , Animals , Chromatography, Liquid , Female , Humans , Lipids/blood , Magnetic Resonance Spectroscopy , Male , Mass Spectrometry , Trypanosoma brucei rhodesiense/isolation & purification , Trypanosomiasis, African/parasitology , Young Adult
3.
J Proteome Res ; 14(1): 318-29, 2015 Jan 02.
Article in English | MEDLINE | ID: mdl-25369177

ABSTRACT

Parasitic infections such as leishmaniasis induce a cascade of host physiological responses, including metabolic and immunological changes. Infection with Leishmania major parasites causes cutaneous leishmaniasis in humans, a neglected tropical disease that is difficult to manage. To understand the determinants of pathology, we studied L. major infection in two mouse models: the self-healing C57BL/6 strain and the nonhealing BALB/c strain. Metabolic profiling of urine, plasma, and feces via proton NMR spectroscopy was performed to discover parasite-specific imprints on global host metabolism. Plasma cytokine status and fecal microbiome were also characterized as additional metrics of the host response to infection. Results demonstrated differences in glucose and lipid metabolism, distinctive immunological phenotypes, and shifts in microbial composition between the two models. We present a novel approach to integrate such metrics using correlation network analyses, whereby self-healing mice demonstrated an orchestrated interaction between the biological measures shortly after infection. In contrast, the response observed in nonhealing mice was delayed and fragmented. Our study suggests that trans-system communication across host metabolism, the innate immune system, and gut microbiome is key for a successful host response to L. major and provides a new concept, potentially translatable to other diseases.


Subject(s)
Biomarkers/metabolism , Gastrointestinal Microbiome/immunology , Leishmania major/immunology , Leishmaniasis, Cutaneous/immunology , Leishmaniasis, Cutaneous/physiopathology , Models, Biological , Animals , Biomarkers/blood , Biomarkers/urine , Host-Pathogen Interactions , Leishmaniasis, Cutaneous/metabolism , Magnetic Resonance Spectroscopy , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Species Specificity
4.
Malar J ; 13: 468, 2014 Dec 01.
Article in English | MEDLINE | ID: mdl-25439984

ABSTRACT

BACKGROUND: Gametocytes are the Plasmodium life stage that is solely responsible for malaria transmission. Despite their important role in perpetuating malaria, gametocyte differentiation and development is poorly understood. METHODS: To shed light on the biochemical changes that occur during asexual and gametocyte development, metabolic characterization of media from in vitro intra-erythrocytic Plasmodium falciparum cultures was performed throughout gametocyte development by applying 1H nuclear magnetic spectroscopy, and using sham erythrocyte cultures as controls. Spectral differences between parasite and sham cultures were assessed via principal component analyses and partial-least squares analyses, and univariate statistical methods. RESULTS: Clear parasite-associated changes in metabolism were observed throughout the culture period, revealing differences between asexual parasites and gametocyte stages. With culture progression and development of gametocytes, parasitic release of the glycolytic end products lactate, pyruvate, alanine, and glycerol, were found to be dramatically reduced whilst acetate release was greatly increased. Also, uptake of lipid moieties CH(2), CH(3), and CH = CH-CH(2)-CH(2) increased throughout gametocyte development, peaking with maturity. CONCLUSIONS: This study uniquely presents an initial characterization of the metabolic exchange between parasite and culture medium during in vitro P. falciparum gametocyte culture. Results suggest that energy metabolism and lipid utilization between the asexual stages and gametocytes is different. This study provides new insights for gametocyte-specific nutritional requirements to aid future optimization and standardization of in vitro gametocyte cultivation, and highlights areas of novel gametocyte cell biology that deserve to be studied in greater detail and may yield new targets for transmission-blocking drugs.


Subject(s)
Metabolism , Plasmodium falciparum/growth & development , Plasmodium falciparum/metabolism , Culture Media/chemistry , Magnetic Resonance Spectroscopy , Phenotype
5.
J Proteome Res ; 11(8): 4211-22, 2012 Aug 03.
Article in English | MEDLINE | ID: mdl-22724526

ABSTRACT

Infection with Leishmania spp. can lead to a range of symptoms in the affected individual, depending on underlying immune-metabolic processes. The macrophage activation state hereby plays a key role. Whereas the l-arginine pathway has been described in detail as the main biochemical process responsible for either nitric oxide mediated parasite killing (classical activation) or amplification of parasite replication (alternative activation), we were interested in a wider characterization of metabolic events in vitro. We therefore assessed cell growth medium, parasite extract, and intra- and extracellular metabolome of activated and nonactivated macrophages, in presence and absence of Leishmania major. A metabolic profiling approach was applied combining 1H NMR spectroscopy with multi- and univariate data treatment. Metabolic changes were observed along both conditional axes, that is, infection state and macrophage activation, whereby significantly higher levels of potential parasite end products were found in parasite exposed samples including succinate, acetate, and alanine, compared to uninfected macrophages. The different macrophage activation states were mainly discriminated by varying glucose consumption. The presented profiling approach allowed us to obtain a metabolic snapshot of the individual biological compartments in the assessed macrophage culture experiments and represents a valuable read out system for further multiple compartment in vitro studies.


Subject(s)
Leishmania major/physiology , Leishmaniasis/metabolism , Macrophages/metabolism , Animals , Biomarkers/metabolism , Cell Extracts/chemistry , Cells, Cultured , Female , Glucose/metabolism , Host-Parasite Interactions , Least-Squares Analysis , Leishmaniasis/parasitology , Macrophage Activation , Macrophages/parasitology , Macrophages/physiology , Metabolome , Mice , Mice, Inbred BALB C , Multivariate Analysis , Principal Component Analysis
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