Literature DB >> 17868085

Automated analysis of neurite branching in cultured cortical neurons using HCA-Vision.

Pascal Vallotton1, Ryan Lagerstrom, Changming Sun, Michael Buckley, Dadong Wang, Melanie De Silva, Seong-Seng Tan, Jenny M Gunnersen.   

Abstract

Manual neuron tracing is a very labor-intensive task. In the drug screening context, the sheer number of images to process means that this approach is unrealistic. Moreover, the lack of reproducibility, objectivity, and auditing capability of manual tracing is limiting even in the context of smaller studies. We have developed fast, sensitive, and reliable algorithms for the purpose of detecting and analyzing neurites in cell cultures, and we have integrated them in software called HCA-Vision, suitable for the research environment. We validate the software on images of cortical neurons by comparing results obtained using HCA-Vision with those obtained using an established semi-automated tracing solution (NeuronJ). The effect of the Sez-6 deletion was characterized in detail. Sez-6 null neurons exhibited a significant increase in neurite branching, although the neurite field area was unchanged due to a reduction in mean branch length. HCA-Vision delivered considerable speed benefits and reliable traces.

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Mesh:

Year:  2007        PMID: 17868085     DOI: 10.1002/cyto.a.20462

Source DB:  PubMed          Journal:  Cytometry A        ISSN: 1552-4922            Impact factor:   4.355


  27 in total

1.  Cytometry in the brain: studying differentiation to diagnostic applications in brain disease and regeneration therapy.

Authors:  H Ulrich; J Bocsi; T Glaser; A Tárnok
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2.  APP2: automatic tracing of 3D neuron morphology based on hierarchical pruning of a gray-weighted image distance-tree.

Authors:  Hang Xiao; Hanchuan Peng
Journal:  Bioinformatics       Date:  2013-04-19       Impact factor: 6.937

3.  Efficient processing of fluorescence images using directional multiscale representations.

Authors:  D Labate; F Laezza; P Negi; B Ozcan; M Papadakis
Journal:  Math Model Nat Phenom       Date:  2014-07-17       Impact factor: 4.157

4.  Unique functional and structural properties of the LRRK2 protein ATP-binding pocket.

Authors:  Zhiyong Liu; Robert A Galemmo; Kyle B Fraser; Mark S Moehle; Saurabh Sen; Laura A Volpicelli-Daley; Lawrence J DeLucas; Larry J Ross; Jacob Valiyaveettil; Omar Moukha-Chafiq; Ashish K Pathak; Subramaniam Ananthan; Hollis Kezar; E Lucile White; Vandana Gupta; Joseph A Maddry; Mark J Suto; Andrew B West
Journal:  J Biol Chem       Date:  2014-09-16       Impact factor: 5.157

5.  Automatic Dendritic Length Quantification for High Throughput Screening of Mature Neurons.

Authors:  Timothy Smafield; Venkat Pasupuleti; Kamal Sharma; Richard L Huganir; Bing Ye; Jie Zhou
Journal:  Neuroinformatics       Date:  2015-10

6.  Automated Sholl analysis of digitized neuronal morphology at multiple scales: Whole cell Sholl analysis versus Sholl analysis of arbor subregions.

Authors:  Christopher G Langhammer; Michelle L Previtera; Eric S Sweet; Simranjeet S Sran; Maxine Chen; Bonnie L Firestein
Journal:  Cytometry A       Date:  2010-12       Impact factor: 4.355

7.  Effects of substrate stiffness and cell density on primary hippocampal cultures.

Authors:  Michelle L Previtera; Christopher G Langhammer; Bonnie L Firestein
Journal:  J Biosci Bioeng       Date:  2010-05-10       Impact factor: 2.894

Review 8.  Automated reconstruction of neuronal morphology: an overview.

Authors:  Duncan E Donohue; Giorgio A Ascoli
Journal:  Brain Res Rev       Date:  2010-11-27

9.  Automatic robust neurite detection and morphological analysis of neuronal cell cultures in high-content screening.

Authors:  Chaohong Wu; Joost Schulte; Katharine J Sepp; J Troy Littleton; Pengyu Hong
Journal:  Neuroinformatics       Date:  2010-06

10.  Automated analysis of NeuronJ tracing data.

Authors:  Jonathan Popko; Adelaide Fernandes; Dora Brites; Lorene M Lanier
Journal:  Cytometry A       Date:  2009-04       Impact factor: 4.355

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