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使用环形霍夫变换对巨大的单层囊泡进行自动分析。

Automated analysis of giant unilamellar vesicles using circular Hough transformation.

机构信息

Max-Planck Institute for Intelligent Systems, Heisenbergstr. 3, 70569 Stuttgart and Interfaculty Institute for Biochemistry, University of Tübingen, Hoppe-Seyler-Straße 4, 72076 Tübingen, Germany.

出版信息

Bioinformatics. 2014 Jun 15;30(12):1747-54. doi: 10.1093/bioinformatics/btu102. Epub 2014 Feb 18.

Abstract

MOTIVATION

In order to obtain statistically relevant results, the study of membrane effects at the single-vesicle level requires the analysis of several hundreds of giant unilamellar vesicles (GUVs), which becomes a very time-consuming task if carried out manually. Complete and user-friendly software for fast and bias-free automated analysis has not been reported yet.

RESULTS

We developed a framework for the automated detection, tracking and analysis of individual GUVs on digital microscopy images. Our tool is suited to quantify protein binding to membranes as well as several aspects of membrane permeabilization on single vesicles. We demonstrate the applicability of the approach by comparing alternative activation methods for Bax, a pore-forming protein involved in mitochondrial permeabilization during apoptosis.

AVAILABILITY AND IMPLEMENTATION

The complete software is implemented in MATLAB (The MathWorks, Inc., USA) and available as a standalone as well as the full source code at http://www.ifib.uni-tuebingen.de/research/garcia-saez/guv-software.html.

摘要

动机

为了获得具有统计学意义的结果,在单个囊泡水平上研究膜效应需要分析数百个巨大的单层囊泡(GUV),如果手动进行,这将是一项非常耗时的任务。目前还没有报道用于快速、无偏自动分析的完整且用户友好的软件。

结果

我们开发了一个用于数字显微镜图像中单个 GUV 自动检测、跟踪和分析的框架。我们的工具适合定量测量蛋白质与膜的结合以及单个囊泡上的膜通透性的几个方面。我们通过比较 Bax 的替代激活方法来证明该方法的适用性,Bax 是一种参与细胞凋亡中线粒体通透化的孔形成蛋白。

可用性和实现

完整的软件是用 MATLAB(美国 The MathWorks,Inc.)实现的,可作为独立软件以及完整的源代码在 http://www.ifib.uni-tuebingen.de/research/garcia-saez/guv-software.html 上使用。

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