AngleJ: A new tool for the automated measurement of neurite growth orientation in tissue sections

J Neurosci Methods. 2015 Aug 15:251:143-50. doi: 10.1016/j.jneumeth.2015.05.021. Epub 2015 Jun 5.

Abstract

Background: Regeneration of axons is one means to restore function after central nervous system and peripheral nervous system injury. Besides increasing the number of regenerating axons, guidance of axons over long distances into and across a lesion site are important determinants for efficient functional restoration. Quantification of axon growth directions is therefore an important measure for the efficacy of neuroregenerative approaches. While several methods exist to manually or automatically trace neurites in images of neuronal cultures to determine their length, tools to automatically measure the effect of neurite guidance in tissue sections do not exist.

New method: Because manual measurements of the orientation of regenerating axons are labor-intensive, time-consuming and unreliable, a plugin called AngleJ for the open source software ImageJ was developed that automatically determines axonal orientation in images of immunohistochemically labeled sections of the spinal cord.

Results: Given user-defined filters and thresholds, the plugin accurately detects neurites in sections of the intact spinal cord white matter and a spinal cord hemisection lesion model and measures the distribution pattern of axonal angles.

Comparison with existing methods: Values of automatically measured angles strongly correlate with angles obtained by manual measurements in ImageJ (Pearson correlation 0.88-0.97 for white matter and 0.76-0.94 for axons sprouting into a lesion site).

Conclusions: AngleJ can be used as a fast alternative to manual angle measurement in conjunction with ImageJ and its source code is freely available to the community.

Keywords: Angle measurement; Axon growth; Axon guidance; Image analysis; ImageJ; Neurite detection; Regeneration.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Brain-Derived Neurotrophic Factor / genetics
  • Brain-Derived Neurotrophic Factor / metabolism
  • Disease Models, Animal
  • Electronic Data Processing / instrumentation*
  • Electronic Data Processing / methods*
  • Female
  • Green Fluorescent Proteins / genetics
  • Green Fluorescent Proteins / metabolism
  • Image Processing, Computer-Assisted
  • Mesenchymal Stem Cells / cytology*
  • Nerve Regeneration / physiology
  • Neurites / physiology*
  • Neurogenesis
  • Neurons / cytology*
  • Neurons / drug effects
  • Rats
  • Rats, Inbred F344
  • Spinal Cord / cytology
  • Spinal Cord Injuries / pathology
  • Spinal Cord Injuries / surgery
  • Transfection

Substances

  • Brain-Derived Neurotrophic Factor
  • Green Fluorescent Proteins