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1.
PLoS Negl Trop Dis ; 12(1): e0006215, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29373578

RESUMEN

BACKGROUND: Salmonella Typhi and Salmonella Paratyphi A are the agents of enteric (typhoid) fever; both can establish chronic carriage in the gallbladder. Chronic Salmonella carriers are typically asymptomatic, intermittently shedding bacteria in the feces, and contributing to disease transmission. Detecting chronic carriers is of public health relevance in areas where enteric fever is endemic, but there are no routinely used methods for prospectively identifying those carrying Salmonella in their gallbladder. METHODOLOGY/PRINCIPAL FINDINGS: Here we aimed to identify biomarkers of Salmonella carriage using metabolite profiling. We performed metabolite profiling on plasma from Nepali patients undergoing cholecystectomy with confirmed S. Typhi or S. Paratyphi A gallbladder carriage (and non-carriage controls) using two-dimensional gas chromatography coupled with time-of-flight mass spectrometry (GCxGC-TOFMS) and supervised pattern recognition modeling. We were able to significantly discriminate Salmonella carriage samples from non-carriage control samples. We were also able to detect differential signatures between S. Typhi and S. Paratyphi A carriers. We additionally compared carriage metabolite profiles with profiles generated during acute infection; these data revealed substantial heterogeneity between metabolites associated with acute enteric fever and chronic carriage. Lastly, we found that Salmonella carriers could be significantly distinguished from non-carriage controls using only five metabolites, indicating the potential of these metabolites as diagnostic markers for detecting chronic Salmonella carriers. CONCLUSIONS/SIGNIFICANCE: Our novel approach has highlighted the potential of using metabolomics to search for diagnostic markers of chronic Salmonella carriage. We suggest further epidemiological investigations of these potential biomarkers in alternative endemic enteric fever settings.


Asunto(s)
Biomarcadores/sangre , Portador Sano/diagnóstico , Metabolómica/métodos , Plasma/química , Fiebre Tifoidea/diagnóstico , Adulto , Anciano , Femenino , Vesícula Biliar/microbiología , Cromatografía de Gases y Espectrometría de Masas , Humanos , Masculino , Persona de Mediana Edad , Nepal , Estudios Prospectivos , Salmonella paratyphi A/aislamiento & purificación , Salmonella typhi/aislamiento & purificación , Adulto Joven
2.
Elife ; 62017 05 09.
Artículo en Inglés | MEDLINE | ID: mdl-28483042

RESUMEN

Salmonella Typhi is the causative agent of typhoid. Typhoid is diagnosed by blood culture, a method that lacks sensitivity, portability and speed. We have previously shown that specific metabolomic profiles can be detected in the blood of typhoid patients from Nepal (Näsström et al., 2014). Here, we performed mass spectrometry on plasma from Bangladeshi and Senegalese patients with culture confirmed typhoid fever, clinically suspected typhoid, and other febrile diseases including malaria. After applying supervised pattern recognition modelling, we could significantly distinguish metabolite profiles in plasma from the culture confirmed typhoid patients. After comparing the direction of change and degree of multivariate significance, we identified 24 metabolites that were consistently up- or down regulated in a further Bangladeshi/Senegalese validation cohort, and the Nepali cohort from our previous work. We have identified and validated a metabolite panel that can distinguish typhoid from other febrile diseases, providing a new approach for typhoid diagnostics.


Asunto(s)
Metabolómica/métodos , Plasma/química , Salmonella typhi/crecimiento & desarrollo , Salmonella typhi/metabolismo , Fiebre Tifoidea/diagnóstico , Fiebre Tifoidea/patología , Bangladesh , Humanos , Espectrometría de Masas , Senegal
3.
Elife ; 32014 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-24902583

RESUMEN

The host-pathogen interactions induced by Salmonella Typhi and Salmonella Paratyphi A during enteric fever are poorly understood. This knowledge gap, and the human restricted nature of these bacteria, limit our understanding of the disease and impede the development of new diagnostic approaches. To investigate metabolite signals associated with enteric fever we performed two dimensional gas chromatography with time-of-flight mass spectrometry (GCxGC/TOFMS) on plasma from patients with S. Typhi and S. Paratyphi A infections and asymptomatic controls, identifying 695 individual metabolite peaks. Applying supervised pattern recognition, we found highly significant and reproducible metabolite profiles separating S. Typhi cases, S. Paratyphi A cases, and controls, calculating that a combination of six metabolites could accurately define the etiological agent. For the first time we show that reproducible and serovar specific systemic biomarkers can be detected during enteric fever. Our work defines several biologically plausible metabolites that can be used to detect enteric fever, and unlocks the potential of this method in diagnosing other systemic bacterial infections.


Asunto(s)
Metaboloma , Salmonella paratyphi A/metabolismo , Salmonella typhi/metabolismo , Fiebre Tifoidea/sangre , Fiebre Tifoidea/microbiología , Área Bajo la Curva , Proteínas Bacterianas/metabolismo , Biomarcadores/metabolismo , Estudios de Casos y Controles , Fluoroquinolonas/administración & dosificación , Cromatografía de Gases y Espectrometría de Masas , Gatifloxacina , Humanos , Metabolómica , Análisis Multivariante , Nepal , Ofloxacino/administración & dosificación , Reconocimiento de Normas Patrones Automatizadas , Análisis de Componente Principal , Curva ROC , Ensayos Clínicos Controlados Aleatorios como Asunto
4.
Sci Total Environ ; 472: 862-71, 2014 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-24342093

RESUMEN

Analytical measurements of sewage water have been used many times to estimate the consumption of specific drugs in an area. This study measured a large number of illicit drugs and metabolites (>30) at a large number of sewage treatment plants (STPs) distributed across Sweden. Twenty-four illicit and prescription drugs, classified as narcotic substances in Sweden, and seven selected metabolites were included in the study. A 24 hour composite sample of incoming sewage water was collected from 33 different municipalities at various geographic locations across Sweden. Species were analyzed using an on-line solid-phase extraction-liquid chromatography electrospray tandem mass spectrometry method. The method proved to be rapid with minimum need for sample work up and was able to detect 13 compounds above their respective limits of quantification. The results for all compounds were presented as per capita loads. Multivariate data analysis was used to relate drug consumption to geographical location and/or population of cities. The results showed that geographical differences in drug consumption were apparent across the country. For the narcotic pharmaceuticals, the geographical differences suggested by the multivariate model were supported by prescription statistics.


Asunto(s)
Drogas Ilícitas/análisis , Trastornos Relacionados con Sustancias/epidemiología , Eliminación de Residuos Líquidos/estadística & datos numéricos , Contaminantes Químicos del Agua/análisis , Ciudades , Aguas del Alcantarillado/química , Suecia/epidemiología , Contaminación Química del Agua/estadística & datos numéricos
5.
PLoS One ; 8(2): e56971, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23451124

RESUMEN

Due to slow diagnostics, physicians must optimize antibiotic therapies based on clinical evaluation of patients without specific information on causative bacteria. We have investigated metabolomic analysis of blood for the detection of acute bacterial infection and early differentiation between ineffective and effective antibiotic treatment. A vital and timely therapeutic difficulty was thereby addressed: the ability to rapidly detect treatment failures because of antibiotic-resistant bacteria. Methicillin-resistant Staphylococcus aureus (MRSA) and methicillin-sensitive S. aureus (MSSA) were used in vitro and for infecting mice, while natural MSSA infection was studied in humans. Samples of bacterial growth media, the blood of infected mice and of humans were analyzed with combined Gas Chromatography/Mass Spectrometry. Multivariate data analysis was used to reveal the metabolic profiles of infection and the responses to different antibiotic treatments. In vitro experiments resulted in the detection of 256 putative metabolites and mice infection experiments resulted in the detection of 474 putative metabolites. Importantly, ineffective and effective antibiotic treatments were differentiated already two hours after treatment start in both experimental systems. That is, the ineffective treatment of MRSA using cloxacillin and untreated controls produced one metabolic profile while all effective treatment combinations using cloxacillin or vancomycin for MSSA or MRSA produced another profile. For further evaluation of the concept, blood samples of humans admitted to intensive care with severe sepsis were analyzed. One hundred thirty-three putative metabolites differentiated severe MSSA sepsis (n = 6) from severe Escherichia coli sepsis (n = 10) and identified treatment responses over time. Combined analysis of human, in vitro, and mice samples identified 25 metabolites indicative of effective treatment of S. aureus sepsis. Taken together, this study provides a proof of concept of the utility of analyzing metabolite patterns in blood for early differentiation between ineffective and effective antibiotic treatment in acute S. aureus infections.


Asunto(s)
Metabolómica , Staphylococcus aureus Resistente a Meticilina/aislamiento & purificación , Infecciones Estafilocócicas/diagnóstico , Animales , Femenino , Cromatografía de Gases y Espectrometría de Masas , Humanos , Ratones , Ratones Endogámicos BALB C , Análisis Multivariante , Infecciones Estafilocócicas/tratamiento farmacológico , Infecciones Estafilocócicas/metabolismo , Infecciones Estafilocócicas/microbiología
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