Literature DB >> 30529562

Computing neurite outgrowth and arborization in superior cervical ganglion neurons.

Rachel Henley1, Vidya Chandrasekaran1, Cecilia Giulivi2.   

Abstract

Dendrites are the primary site of synaptic activity in neurons and changes in synapses are often the first pathological stage in neurodegenerative diseases. Molecular studies of these changes rely on morphological analysis of the imaging of somas and dendritic arbors of cultured or primary neurons. As research on preventing or reversing synaptic degeneration develops, demands increase for user-friendly 2D neurite analyzers without undermining accuracy and reproducibility. The most common method of 2D neurite analysis is manual by using ImageJ. This method relies completely on the user's ability to distinguish the shape and size of dendrites and trace morphology with a series of straight connected lines. Semi-automatic methods have also been developed, such as the NeuronJ plugin for ImageJ. These methods still rely on the user to identify the start and end of the dendrites, but automatically determine the shape, reducing the likelihood of user bias and speeding the process. Some automatic methods have been developed through image processing software, like ImagePro. These programs tend to be expensive, but have been shown to be fast and effective, limiting user interaction. In this study, we compare three methods of neurite analysis-ImageJ, NeuronJ, and ImagePro-in measuring the soma size, number of dendrites, and length of dendrites per cell of embryonic sympathetic rat neurons with BMP-7-induced dendritic growth. Our results indicate that ImageJ and NeuronJ measurements were of similar effectiveness and consistent throughout various images and multiple trials. NeuronJ required less user interaction in measuring the length of dendrites than the manual method and therefore, was faster and less labor intensive. Conversely, ImagePro tended to be inconsistent across images, overestimating both soma size and the number of dendrites per cell while underestimating the length of dendrites. Overall, NeuronJ, in conjunction with ImageJ, is the most reliable and efficient method of 2D neurite analysis tested in the present study.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Automatic neurite tracing; Dendritic growth; Fluorescent microscopy; Method validation; Neurite tracing; Sympathetic neurons

Year:  2018        PMID: 30529562     DOI: 10.1016/j.brainresbull.2018.12.001

Source DB:  PubMed          Journal:  Brain Res Bull        ISSN: 0361-9230            Impact factor:   4.077


  5 in total

1.  Three-Dimensional Otic Neuronal Progenitor Spheroids Derived from Human Embryonic Stem Cells.

Authors:  Rachel A Heuer; Kevin T Nella; Hsiang-Tsun Chang; Kyle S Coots; Andrew M Oleksijew; Christian B Roque; Luisa H A Silva; Tammy L McGuire; Kazuaki Homma; Akihiro J Matsuoka
Journal:  Tissue Eng Part A       Date:  2020-08-07       Impact factor: 3.845

Review 2.  Chemotherapy-Induced Peripheral Neuropathy and Changes in Cytoskeleton.

Authors:  Alessio Malacrida; Cristina Meregalli; Virginia Rodriguez-Menendez; Gabriella Nicolini
Journal:  Int J Mol Sci       Date:  2019-05-09       Impact factor: 5.923

3.  Effects of classical PKC activation on hippocampal neurogenesis and cognitive performance: mechanism of action.

Authors:  Samuel Domínguez-García; Ricardo Gómez-Oliva; Noelia Geribaldi-Doldán; Carmen Hierro-Bujalance; Marta Sendra; Félix A Ruiz; Livia Carrascal; Antonio J Macías-Sánchez; Cristina Verástegui; Rosario Hernández-Galán; Mónica García-Alloza; Pedro Nunez-Abades; Carmen Castro
Journal:  Neuropsychopharmacology       Date:  2020-12-17       Impact factor: 7.853

4.  Semiautomated and Automated Quantitative Analysis of Corneal Sub-Basal Nerves in Patients With DED With Ocular Pain Using IVCM.

Authors:  Yu Zhang; Yaying Wu; Wenbo Li; Xiaodan Huang
Journal:  Front Med (Lausanne)       Date:  2022-02-11

5.  Comparing Automated Morphology Quantification Software on Dendrites of Uninjured and Injured Drosophila Neurons.

Authors:  Carolee Nguyen; Katherine L Thompson-Peer
Journal:  Neuroinformatics       Date:  2021-08-03
  5 in total

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