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Long-term scratching analysis of mice using machine learning

Kobayashi K, Miyazaki Y, Sakamoto N, Yamamoto M, Nagat N, Murata T (2025) Long-term scratching analysis of mice using machine learning. PNAS Nexus pgaf292. doi: 10.1093/pnasnexus/pgaf292

Objective: To objectively quantify mouse scratching behavior across light and dark cycles using automated, long-term machine learning analysis.

Summary: Naïve BALB/c mice exhibited more frequent and persistent scratching during the light period, and DNFB-induced dermatitis caused biphasic, long-lasting scratching even during rest. The study establishes a continuous behavior analysis method that reveals circadian and pathological pruritus features.

Usage: Bombesin-SAP (IT-40) or Blank-SAP (IT-21) was administered intrathecally at 400 ng in 5 μL PBS.

Related Products: Bombesin-SAP (Cat. #IT-40), Blank-SAP (Cat. #IT-21)

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