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Synapse
February 13, 2026Cell Reports Methods0 citationsOpen Access

AxoMetric platform facilitates rapid and unbiased automated quantification of axon regeneration in tissue sections

MFMatthew C. FinneranTRTara RahmaniISIsmaël Valentin Salioski

Key Points

  • This research aims to develop a software tool for automated and unbiased quantification of axon regeneration in tissue sections.
  • Developed the AxoMetric software for automated quantification of axons in nerve tissue sections.
  • Implemented features for measuring axon regeneration at custom distances from injury sites.
  • Included quantification of neuronal cell bodies and normalization of axon density to nerve diameter.
  • AxoMetric provides accurate quantification of regenerated axons similar to manual methods but with increased speed.
  • Successfully applied AxoMetric to optical nerve and sciatic nerve regeneration assessments.
  • Showed consistent results across different experimental paradigms and laboratories.

Abstract

Experimental strategies to stimulate axon regeneration are the core of therapeutic development for nervous system injury and disease. Here, we present AxoMetric, an open-source, user-friendly software for rapid and automated quantification of regenerated axons in nerve tissue sections. AxoMetric automatically identifies regenerated axons, providing quantitative measurements at customizable distances from the injury site that closely match conventional manual quantification but with greater speed and consistency. Additional features of AxoMetric include quantification of neuronal cell bodies, normalization of axon density to nerve diameter to account for anatomical variability, and an image-queuing function for high-throughput analysis. We demonstrate its application to quantify regenerated axons in the optic nerve, cell density in retinal flatmounts, and regenerated axon bundles in injured sciatic nerves. Collectively, AxoMetric streamlines and standardizes quantitative assessments of neural regeneration across diverse experimental paradigms and laboratories.

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Cite This Study

Finneran et al. (2026) studied this question.

synapsesocial.com/papers/698ebeb185a1ff6a93016004https://doi.org/10.1016/j.crmeth.2025.101296
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