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1.
NMR Biomed ; 33(9): e4358, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32618045

RESUMO

The standard procedure for blood glucose measurements is enzymatic testing. This method is cheap, but requires small samples of open blood with direct contact to the test medium. In principle, NMR provides non-contact analysis of body fluids, but high-field spectrometers are expensive and cannot be easily utilized under clinical conditions. Low-field NMR systems with permanent magnets are becoming increasingly smaller and more affordable. The studies presented here aim at exploring the capabilities of low-field NMR for measuring glucose concentrations in whole blood. For this purpose, a modern 1 T benchtop NMR spectrometer was used. Challenges arise from broad spectral lines, the glucose peak locations close to the water signal, low SNR and the interference with signals from other blood components. Whole blood as a sample comprises even more boundary conditions: crucial for reliable results are avoiding the separation of plasma and cells by gravitation and reliable reference values. First, the accuracy of glucose levels measured by NMR was tested using aqueous glucose solutions and commercially available bovine plasma. Then, 117 blood samples from oral glucose tolerance testing were measured with minimal preparation by simple pulse-acquire NMR experiments. The analysis itself is the key to achieve high precision, so several approaches were investigated: peak integration, orthogonal projection to latent structure analysis and support vector machine regression. Correlations between results from the NMR spectra and the routine laboratory automated analyzer revealed an RMSE of 7.90 mg/dL for the best model. 91.5% of the model output lies within the limits of the German Medical Association guidelines, which require the glucose measurement to be within 11% of the reference method. It is concluded that spectral quantification of glucose in whole blood samples by high-quality NMR spectrometers operating at 1 T is feasible with sufficient accuracy.


Assuntos
Glicemia/análise , Espectroscopia de Ressonância Magnética , Animais , Bovinos , Estudos de Viabilidade , Teste de Tolerância a Glucose , Humanos , Análise dos Mínimos Quadrados , Sistemas Automatizados de Assistência Junto ao Leito , Valores de Referência , Processamento de Sinais Assistido por Computador , Soluções , Máquina de Vetores de Suporte
2.
J Microencapsul ; 31(3): 284-92, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24124886

RESUMO

Poly(n-butyl-cyanoacrylate)-nanocapsules filled by perfluorodecalin (PFD) are proposed as potential oxygen carriers for blood substitute. The capsule dispersion is prepared via interfacial polymerisation from a PFD emulsion in water which in turn is generated by spontaneous phase separation. The resulting dispersion is capable of carrying approximately 10% of its own volume of gaseous oxygen, which is approximately half of the capacity of human blood. The volumes of the organic solvents and water are varied within a wide range, connected to a change of the capsule radius between 200 and 400 nm. The principal suitability of the capsule dispersion for intravenous application is proven in first physiological experiments. A total amount of 10 ml/kg body weight has been infused into rats, with the dispersion supernatant and a normal saline solution as controls. After the infusion of nanocapsules, the blood pressure as well as the heart rate remains constant on a normal level.


Assuntos
Substitutos Sanguíneos , Cianoacrilatos , Fluorocarbonos , Nanocápsulas/química , Oxigênio , Animais , Substitutos Sanguíneos/química , Substitutos Sanguíneos/farmacologia , Cianoacrilatos/química , Cianoacrilatos/farmacologia , Avaliação Pré-Clínica de Medicamentos , Embucrilato , Fluorocarbonos/química , Fluorocarbonos/farmacologia , Humanos , Masculino , Nanocápsulas/ultraestrutura , Tamanho da Partícula , Ratos , Ratos Wistar
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