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1.
Anal Methods ; 13(26): 3001, 2021 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-34128003

RESUMO

Correction for 'Empirical study on the effects of acquisition parameters for FTIR hyperspectral imaging of brain tissue' by J. Sacharz et al., Anal. Methods, 2020, 12, 4334-4342, DOI: 10.1039/C9AY01200A.

2.
J Appl Microbiol ; 130(3): 982-993, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32780423

RESUMO

AIMS: Attenuated Total Reflection Fourier Transform Infrared (ATR-FT-IR) Spectroscopy and chemometric modelling, including soft independent modelling by class analogy (SIMCA), partial least squares discriminant analysis (PLS-DA) and support vector machine (SVM), were applied to attempt to discriminate 60 clinical isolates of Enterococcus faecium and Enterococcus faecalis and hence evaluate the performance of the spectroscopic approach in identifying enterococci infections. METHODS AND RESULTS: The bacterial samples were identified by polymerize chain reaction (PCR) amplification and their ATR-FT-IR spectra acquired. Spectra were processed to the second derivative using the Savitzky-Golay algorithm and normalized using extended multiplicative signal correction employing the UnscramblerX (CAMO, Norway) software package. Multivariate classification models and their performance were evaluated using Cohen's Kappa coefficient. Principal component analysis (PCA) score plots showed separate clusters of spectra related to membership to E. faecium and E. faecalis, with this explained by bands assigned to PO2 (1230 cm-1 ), P-O-C (1114 cm-1 ), monosubstituted alkene (997, 987 cm-1 ) and C-O (1070, 1055, 1036 cm-1 ) corresponding to teichoic acids, polysaccharides and peptidoglycan from the cell wall in PCA and PLS-DA loading plots. The best classification model for E. faecium and E. faecalis is SVM, indicating via highest Kappa score. The classification coefficient between SIMCA, PLS-DA, SVM and PCR as reference method were 0·59, 0·9 and 1, respectively, shown as the Kappa scores. CONCLUSIONS: The main spectral differences observed between the two clinically relevant enterococci species were associated with changes in the teichoic acid content of cell walls. With regard to the binary classification method, SVM was found to be the best performing classification model, providing the highest correlation with the PCR results. SIGNIFICANCE AND IMPACT OF THE STUDY: The study shows that ATR-FT-IR spectroscopy in combination with chemometric modelling can be applied for the phenotypic identification and discrimination of clinically relevant and similar enterococcal species.


Assuntos
Técnicas de Tipagem Bacteriana/métodos , Enterococcus/classificação , Enterococcus/isolamento & purificação , Infecções por Bactérias Gram-Positivas/microbiologia , Espectroscopia de Infravermelho com Transformada de Fourier/métodos , Algoritmos , Parede Celular/química , Análise Discriminante , Enterococcus/química , Análise dos Mínimos Quadrados , Análise de Componente Principal , Máquina de Vetores de Suporte
3.
Anal Methods ; 12(35): 4334-4342, 2020 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-32844833

RESUMO

Fourier transform infrared (FTIR) spectroscopic imaging is a powerful technique for molecular imaging of pathologies associated with the nervous systems including multiple sclerosis research. However, there is no standard methodology or standardized protocol for FTIR imaging of tissue sections that maximize the ability to discriminate between the molecular, white and granular layers, which is essential in the investigation of the mechanism of demyelination process. Tissue sections are heterogeneous, complex and delicate, hence the parameters to generate high quality images in minimal time becomes essential in the modern clinical laboratory. This article presents an FTIR spectroscopic imaging study of post-mortem human brain tissue testing the effects of various measurement parameters and data analysis methods on image quality and acquisition time. Hyperspectral images acquired from the same region of a tissue using a range of the most common optical and collection parameters in different combinations were compared. These included magnification (4× and 15×), number of co-added scans (1, 4, 8, 16, 32, 64 and 128 scans) and spectral resolution (4, 8 and 16 cm-1). Images were compared in terms of acquisition time, signal-to-noise (S/N) ratio, and accuracy of the discrimination between three major tissue types in a section from the cerebellum (white matter, granular and molecular layers). In the latter case, unsupervised k-means cluster (KMC) analysis was employed to generate images from the hyperspectral images, which were compared to a reference image. The classification accuracy for tissue class discrimination was highest for the 4× magnifying objective, with 4 cm-1 spectral resolution and 128 co-added scans. The 15× magnifying objective gave the best accuracy for a spectral resolution of 4 cm-1 and 64 scans (96.3%), which was just above what was achieved using the 4× magnifying objective, with 4 cm-1 spectral resolution and 32 and 64 co-added scans (95.4 and 95.6%, respectively). These findings were correlated with a decrease in S/N ratio with increasing number of scans and was generally lower for the 15× objective. However, longer scan times were required using the 15× magnifying objective, which did not justify the very small improvement in the classification of tissue types.


Assuntos
Encéfalo , Imageamento Hiperespectral , Encéfalo/diagnóstico por imagem , Análise por Conglomerados , Análise de Fourier , Humanos , Espectroscopia de Infravermelho com Transformada de Fourier
4.
J R Soc Interface ; 12(108): 20150252, 2015 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-26063819

RESUMO

Three-dimensional imaging of human stem cells using transmission soft X-ray tomography (SXT) is presented for the first time. Major organelle types--nuclei, nucleoli, mitochondria, lysosomes and vesicles--were discriminated at approximately 50 nm spatial resolution without the use of contrast agents, on the basis of measured linear X-ray absorption coefficients and comparison of the size and shape of structures to transmission electron microscopy (TEM) images. In addition, SXT was used to visualize the distribution of a cell surface protein using gold-labelled antibody staining. We present the strengths of SXT, which include excellent spatial resolution (intermediate between that of TEM and light microscopy), the lack of the requirement for fixative or contrast agent that might perturb cellular morphology or produce imaging artefacts, and the ability to produce three-dimensional images of cells without microtome sectioning. Possible applications to studying the differentiation of human stem cells are discussed.


Assuntos
Nucléolo Celular/ultraestrutura , Tomografia com Microscopia Eletrônica , Imageamento Tridimensional , Lisossomos/ultraestrutura , Mitocôndrias/ultraestrutura , Células-Tronco/ultraestrutura , Tomografia por Raios X , Anticorpos/química , Ouro/química , Humanos , Coloração e Rotulagem
5.
Photosynth Res ; 63(2): 123-34, 2000.
Artigo em Inglês | MEDLINE | ID: mdl-16228423

RESUMO

Photosynthesis in the green alga Dunaliella tertiolecta, as measured by chlorophyll fluorescence, is inhibited by ultraviolet radiation and specifically, under the conditions used, by UVB radiation (UVBR). The decline in the fluorescence parameters F(v)/F(m) and DeltaF/F'(m) under constant UVBR is a first-order function of time of exposure. The data are well-described by the Kok (1956) model, which assumes a dynamic interaction between damage and repair, with repair being proportional to the pool size of inactivated targets. The pattern of photoinhibition is also consistent with the Kok model, in that it shows an initial, approximately linear phase which is time-dependent (reciprocity holds), a transition phase and then an asymptotic phase, representing an equilibrium between damage and repair, which is determined by UVBR fluence rate (reciprocity fails). Photoinhibition in the presence of lincomycin, a protein synthesis inhibitor, is consistent with the cessation of repair processes and, under these conditions, photoinhibition is proportional to exposure time.

6.
Pharm Acta Helv ; 64(8): 225-30, 1989.
Artigo em Francês | MEDLINE | ID: mdl-2780756

RESUMO

It was shown that the study of the infrared spectra of a drug and of the mixture drug + additives facilitates the preliminary studies for a tablet formulation. Thus, any interaction that may occur or affect the product stability can be detected and located. Furthermore, it was noticed that an interaction between an active ingredient and the various additives may modify the tablet desintegration time, but not necessarily the dissolution rate of this substance.


Assuntos
Comprimidos , Solubilidade , Espectrofotometria Infravermelho
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