DeconvolutionLab2: An open-source software for deconvolution microscopy.

Images in fluorescence microscopy are inherently blurred due to the limit of diffraction of light. The purpose of deconvolution microscopy is to compensate numerically for this degradation. Deconvolution is widely used to restore fine details of 3D biological samples. Unfortunately, dealing with deconvolution tools is not straightforward. Among others, end users have to select the appropriate algorithm, calibration and parametrization, while potentially facing demanding computational tasks. To make deconvolution more accessible, we have developed a practical platform for deconvolution microscopy called DeconvolutionLab. Freely distributed, DeconvolutionLab hosts standard algorithms for 3D microscopy deconvolution and drives them through a user-oriented interface. In this paper, we take advantage of the release of DeconvolutionLab2 to provide a complete description of the software package and its built-in deconvolution algorithms. We examine several standard algorithms used in deconvolution microscopy, notably: Regularized inverse filter, Tikhonov regularization, Landweber, Tikhonov-Miller, Richardson-Lucy, and fast iterative shrinkage-thresholding. We evaluate these methods over large 3D microscopy images using simulated datasets and real experimental images. We distinguish the algorithms in terms of image quality, performance, usability and computational requirements. Our presentation is completed with a discussion of recent trends in deconvolution, inspired by the results of the Grand Challenge on deconvolution microscopy that was recently organized.

Functional integration of mitochondrial and hydrogenosomal ADP/ATP carriers in the Escherichia coli membrane reveals different biochemical characteristics for plants, mammals and anaerobic chytrids.

The expression of mitochondrial and hydrogenosomal ADP/ATP carriers (AACs) from plants, rat and the anaerobic chytridiomycete fungus Neocallimastix spec. L2 in Escherichia coli allows a functional integration of the recombinant proteins into the bacterial cytoplasmic membrane. For AAC1 and AAC2 from rat, apparent Km values of about 40 microm for ADP, and 105 microm or 140 microm, respectively, for ATP have been determined, similar to the data reported for isolated rat mitochondria. The apparent Km for ATP decreased up to 10-fold in the presence of the protonophore m-chlorocarbonylcyanide phenylhydrazone (CCCP). The hydrogenosomal AAC isolated from the chytrid fungus Neocallimastix spec. L2 exhibited the same characteristics, but the affinities for ADP (165 microm) and ATP (2.33 mm) were significantly lower. Notably, AAC1-3 from Arabidopsis thaliana and AAC1 from Solanum tuberosum (potato) showed significantly higher external affinities for both nucleotides (10-22 microm); they were only slightly influenced by CCCP. Studies on intact plant mitochondria confirmed these observations. Back exchange experiments with preloaded E. coli cells expressing AACs indicate a preferential export of ATP for all AACs tested. This is the first report of a functional integration of proteins belonging to the mitochondrial carrier family (MCF) into a bacterial cytoplasmic membrane. The technique described here provides a relatively simple and highly reproducible method for functional studies of individual mitochondrial-type carrier proteins from organisms that do not allow the application of sophisticated genetic techniques.