Automated analysis of neuronj tracing data

Jonathan Popko, Adelaide Fernandes, Dora Brites, Lorene M. Lanier

Research output: Contribution to journalArticle

33 Scopus citations

Abstract

Studies of neuronal differentiation in vitro often involve tracing and analysis of neurites. Neuron J (Meijering et al., Cytometry Part A 2004;58A;167-176; http://www.imagescience.org/meijering/software/neuronj/) is a program that can be used for semi-automated tracing of individual neurons; when tracing is completed, a text file containing neurite length measurements is generated. Using cultured hippocampal neurons, we have found that to reach statistical significance it is generally necessary to trace about 100 neurons in each treatment group, Posttracing data analysis requires importing each text file into a statistics program. Analysis of distinct parameters, such as effects of a treatment on axonal versus dendritic branching, requires a great deal of time consuming posttracing data manipulation. We have developed XL-Calculations, a Java-based program that performs batch analysis on NeuronJ measurement files and automatically makes multiple calculations, including the number, length, and total output (sum length) of primary, secondary, and tertiary neurites on axons and dendrites, and writes the calculations into an Excel worksheet. Batch processing of NeuronJ measurement files dramatically reduces the time required to analyze neuronal morphology. In addition, our program performs more than 45 distinct calculations, enabling detailed determination of treatment effects on neuronal differentiation. Using this program to analyze NeuronJ tracing data, we demonstrate that continuous exposure of differentiating hippocampal neurons to Netrin 1 increases the number of secondary branches on both axons and dendrites, without significantly altering the length of the axon, dendrites, or branches. Similar results were obtained when neurons were grown on poly-D-lysine or laminin.

Original languageEnglish (US)
Pages (from-to)371-376
Number of pages6
JournalCytometry Part A
Volume75
Issue number4
DOIs
StatePublished - Apr 2009

Keywords

  • Axon guidance
  • Growth cone
  • IrnageJ
  • Laminin
  • Netrin
  • Neurite tracing
  • NeuronJ

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