RESUMEN
Prediction of the geographic origin of white asparagus was realized using inductively coupled plasma mass spectrometry (ICP-MS) and machine learning techniques. The elemental profile of 319 asparagus samples originating from Germany, Poland, the Netherlands, Greece, Spain, China and Peru was determined. Using a support vector machine (SVM) combined with nested cross-validation, a prediction accuracy of 91.2% was achieved when classifying the country of origin. Accuracy can be increased up to 98% on subsets of samples with high SVM prediction scores. Most relevant elements for provenance discrimination were lithium, cobalt, rubidium, strontium, uranium and the rare earth elements. In addition, the multi-elemental method provided specific fingerprints of asparagus cultivation sites as German samples could be assigned correctly with an accuracy of 82.6%. Asparagus variety and harvest year had no significant influence on provenance distinction, which further underlines the robustness of this study.
Asunto(s)
Asparagus/química , Oligoelementos/análisis , Análisis por Conglomerados , Internacionalidad , Límite de Detección , Aprendizaje Automático , Máquina de Vectores de SoporteRESUMEN
SCOPE: This study characterize intestinal fermentation of isomalto/malto-polysaccharides (IMMPs), by monitoring degradation of IMMPs, production of short chain fatty acids (SCFAs), lactic acid, and succinic acid as well as enzyme activity and microbiota composition. METHODS AND RESULTS: IMMP-94 (94% α-(1â6) glycosidic linkages), IMMP-96, IMMP-27, and IMMP-dig27 (IMMP-27 after removal of digestible starch segments) are fermented batchwise in vitro using human fecal inoculum. Fermentation digesta samples are taken for analysis in time up till 48 h. The fermentation of α-(1â6) glycosidic linkages in IMMP-94, IMMP-96, and IMMP-dig27 starts after 12 h and finishes within 48 h. IMMP-27 fermentation starts directly after inoculation utilizing α-(1â4) linked glucosyl residues; however, the utilization of α-(1â6) linked glucoses is delayed and start only after the depletion of α-(1â4) linked glucose moieties. SCFAs are produced in high amounts with acetic acid and succinic acid being the major products next to propionic acid and butyric acid. The polysaccharide fraction is degraded into isomalto-oligosaccharides (IMOs) mainly by extracellular enzymes. The smaller IMOs are further degraded by cell-associated enzymes. Overall microbial diversity and the relative abundance of Bifidobacterium and Lactobacillus, significantly increase during the fermentation of IMMPs. CONCLUSION: IMMP containing segments of α-(1â6) linked glucose units are slowly fermentable fibers with prebiotic potential.
Asunto(s)
Heces/microbiología , Microbioma Gastrointestinal/fisiología , Oligosacáridos/química , Oligosacáridos/metabolismo , Prebióticos , Técnicas de Cultivo Celular por Lotes , Bifidobacterium/metabolismo , Conformación de Carbohidratos , Ácidos Grasos Volátiles/metabolismo , Fermentación , Glucosa/química , Glucosa/metabolismo , Humanos , Concentración de Iones de HidrógenoRESUMEN
Accurate in vivo localisation of minimal amounts of functionalised gold-nanoparticles, enabling e.g. early-tumour diagnostics and pharmacokinetic tracking studies, requires a precision imaging system offering very high sensitivity, temporal and spatial resolution, large depth penetration, and arbitrarily long serial measurements. X-ray fluorescence imaging could offer such capabilities; however, its utilisation for human-sized scales is hampered by a high intrinsic background level. Here we measure and model this anisotropic background and present a spatial filtering scheme for background reduction enabling the localisation of nanoparticle-amounts as reported from small-animal tumour models. As a basic application study towards precision pharmacokinetics, we demonstrate specific localisation to sites of disease by adapting gold-nanoparticles with small targeting ligands in murine spinal cord injury models, at record sensitivity levels using sub-mm resolution. Both studies contribute to the future use of molecularly-targeted gold-nanoparticles as next-generation clinical diagnostic and pharmacokinetic tools.
Asunto(s)
Fibronectinas/metabolismo , Oro/química , Péptidos/administración & dosificación , Traumatismos de la Médula Espinal/diagnóstico por imagen , Animales , Modelos Animales de Enfermedad , Femenino , Fibronectinas/química , Polarización de Fluorescencia , Humanos , Nanopartículas del Metal/administración & dosificación , Nanopartículas del Metal/química , Ratones , Tamaño de la Partícula , Péptidos/química , Péptidos/farmacocinética , Fantasmas de Imagen , Traumatismos de la Médula Espinal/tratamiento farmacológico , SincrotronesRESUMEN
Electrospinning was performed with a blend of commercially available poly(methyl methacrylate) (PMMA) and a sulfur-rich copolymer based on poly(sulfur-statistical-diisopropenylbenzene), which was synthesized via inverse vulcanization. The polysulfide backbone of sulfur-containing polymers is known to bind mercury from aqueous solutions and can be utilized for recycling water. Increasing the surface area by electrospinning can maximize the effect of binding mercury regarding the rate and maximum uptake. These fibers showed a mercury decrease of more than 98% after a few seconds and a maximum uptake of 440 mg of mercury per gram of electrospun fibers. These polymeric fibers represent a new class of efficient water filtering systems that show one of the highest and fastest mercury uptakes for electrospun fibers reported.