Reproducible and fully automated testing of nocifensive behavior in mice
Abstract
Pain in rodents is often inferred from their withdrawal to noxious stimulation, using the threshold stimulus intensity or response latency to quantify pain sensitivity. This usually involves applying stimuli by hand and measuring responses by eye, which limits reproducibility and throughput to the detriment of preclinical pain research. Here, we describe a device that standardizes and automates pain testing by providing computer-controlled aiming, stimulation, and response measurement. Optogenetic and thermal stimuli are applied to the hind paw using blue and infrared light, respectively. Red light delivered through the same light path assists with aiming, and changes in its reflectance off the paw are used to measure paw withdrawal latency with millisecond precision at a fraction of the cost and data processing associated with high-speed video. Using standard video, aiming was automated by training a neural network to recognize the paws and move the stimulator using motorized linear actuators. Real-time data processing allows for closed-loop control of stimulus initiation and termination. We show that stimuli delivered with this device are significantly less variable than hand-delivered stimuli, and that reducing stimulus variability is crucial for resolving stimulus-dependent variations in withdrawal. Slower stimulus waveforms whose stable delivery is made possible with this device reveal details not evident with typical photostimulus pulses. Moreover, the substage video reveals a wealth of "spontaneous" behaviors occurring before and after stimulation that can considered alongside withdrawal metrics to better assess the pain experience. Automation allows comprehensive testing to be standardized and carried out efficiently.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Remote automated delivery of mechanical stimuli coupled to brain recordings in behaving mice
Justin Burdge, Anissa Jhumka, … Ishmail Abdus-Saboor·eLifePeer-reviewed·Oct 10, 2025
- A machine-vision approach for automated pain measurement at millisecond timescales
Jessica M. Jones, William Foster, … Ishmail Abdus-Saboor·eLifePeer-reviewed·Aug 6, 2020
- Quantifying changes in pain sensitivity using reproducible transcutaneous optogenetic stimulation in behaving mice
Yu‐Feng Xie, Christopher Dedek, Steven A. Prescott·Journal of NeurosciencePeer-reviewed·Jun 23, 2026
- High-Speed Imaging of Paw Withdrawal Reflex to Objectively Assess Pain State in Mice
Ishmail Abdus-Saboor, Nathan T. Fried, … Wenqin Luo·bioRxiv·Feb 12, 2018
- PixelPaws: a low-cost, open-source integrated platform for automated scoring of mouse behaviors
Richard A. Slivicki, H. Wang, … Robert W. Gereau·bioRxiv·Sep 24, 2026
- Scanned optogenetic control of mammalian somatosensory input to map input-specific behavioral outputs
Ara Schorscher-Petcu, Flóra Takács, Liam E. Browne·eLifePeer-reviewed·Jul 29, 2021