Literature DB >> 14992827

Automated high through-put colocalization analysis of multichannel confocal images.

M Kreft1, I Milisav, M Potokar, R Zorec.   

Abstract

The laser scanning confocal microscope (LSCM) generates images of multiple labelled fluorescent samples. Colocalization of fluorescent labels is frequently examined. Here we present an example where localization of fluorescent analogues of cloned protein were referenced to fluorescent antibodies directed against the proteins of cellular compartments. Colocalization is usually evaluated by visual inspection of signal overlap or by using commercially available software tools, but there are limited possibilities to automate the analysis of large amounts of data. We developed a simple tool using Matlab to automate the colocalization procedure and to exclude the biased estimations resulting from visual inspections of images. The script in Matlab language code automatically imports confocal images and converts them into arrays. The contrast of all images is uniformly set by linearly reassigning the values of pixel intensities to use the full 8-bit range (0-255). Images are binarized on several threshold levels. The area above a certain threshold level is summed for each channel of the image and for colocalized regions. As a result, count of pixels above several threshold levels in any number of images is saved in an ASCII file. In addition Pearson's r correlation coefficient is calculated for fluorescence intensities of both confocal channels. Using this approach quick quantitative analysis of colocalization of hundreds of images is possible. In addition, such automated procedure is not biased by the examiner's subject visualization.

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Year:  2004        PMID: 14992827     DOI: 10.1016/S0169-2607(03)00071-3

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  14 in total

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5.  Single-vesicle architecture of synaptobrevin2 in astrocytes.

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7.  A versatile toolbox for semi-automatic cell-by-cell object-based colocalization analysis.

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Journal:  Sci Rep       Date:  2020-11-04       Impact factor: 4.379

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10.  Exocytosis of large-diameter lysosomes mediates interferon γ-induced relocation of MHC class II molecules toward the surface of astrocytes.

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Journal:  Cell Mol Life Sci       Date:  2019-10-30       Impact factor: 9.261

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