Open Access
6 July 2012 SpineLab: tool for three-dimensional reconstruction of neuronal cell morphology
Daniel Jungblut, Gabriel Wittum, Andreas Vlachos, Gerlind Schuldt, Nadine Zahn, Thomas Deller
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Abstract
SpineLab is a software tool developed for reconstructing neuronal feature skeletons from three-dimensional single- or multi-photon image stacks. These images often suffer from limited resolution and a low signal-to-noise ratio, making the extraction of morphometric information difficult. To overcome this limitation, we have developed a software tool that offers the possibility to create feature skeletons in various modes-automatically as well as with manual interaction. We have named this novel tool SpineLab. In a first step, an investigator adjusts a set of parameters for automatic analysis in an interactive manner, i.e., with online visual feedback, followed by a second step, in which the neuronal feature skeleton can be modified by hand. We validate the ability of SpineLab to reconstruct the entire dendritic tree of identified GFP-expressing neurons and evaluate the accuracy of dendritic spine detection. We report that SpineLab is capable of significantly facilitating the reconstruction of dendrites and spines. Moreover, the automatic approach appears sufficient to detect spine density changes in time-lapse imaging experiments. Taken together, we conclude that SpineLab is an ideal software tool for partially automatic reconstruction of neural cell morphology.
© 2012 Society of Photo-Optical Instrumentation Engineers (SPIE) 0091-3286/2012/$25.00 © 2012 SPIE
Daniel Jungblut, Gabriel Wittum, Andreas Vlachos, Gerlind Schuldt, Nadine Zahn, and Thomas Deller "SpineLab: tool for three-dimensional reconstruction of neuronal cell morphology," Journal of Biomedical Optics 17(7), 076007 (6 July 2012). https://doi.org/10.1117/1.JBO.17.7.076007
Published: 6 July 2012
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CITATIONS
Cited by 22 scholarly publications.
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KEYWORDS
Spine

Image segmentation

Neurons

3D image reconstruction

Dendrites

3D image processing

Software development

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