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Updated: Jan 18, 2026

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IntelliProfiler: a research workflow for analyzing multiple animals with a high-resolution home-cage RFID system.

Shohei Ochi1, Hitoshi Inada2,3, Noriko Osumi4

  • 1Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Japan. shohei.ochi.a5@tohoku.ac.jp.

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|January 16, 2026
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Summary
This summary is machine-generated.

IntelliProfiler quantifies mouse social behavior and activity in groups. This workflow reveals how sex, age, and paternal aging impact social distance and movement, aiding autism spectrum disorder research.

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Area of Science:

  • Neuroscience
  • Behavioral Science
  • Animal Behavior

Background:

  • Accurate, scalable behavioral phenotyping for multi-animal interactions is crucial.
  • Existing methods often lack the resolution or scalability for complex social dynamics.

Purpose of the Study:

  • To introduce IntelliProfiler, a workflow for analyzing locomotor activity and social proximity in mice.
  • To demonstrate the workflow's utility in assessing group dynamics and social behaviors.

Main Methods:

  • Utilized a high-resolution radio frequency identification (RFID) floor plate system.
  • Developed data processing scripts to reconstruct individual mouse trajectories and pairwise proximity.
  • Applied the workflow to assess effects of sex, group size, aging, and paternal aging on behavior.

Main Results:

  • Male mice maintained greater inter-animal distances than females, an effect amplified by group size.
  • Aging decreased locomotor activity and altered proximity patterns in a group size-dependent manner.
  • Offspring of aged fathers showed hyperactivity and increased social distance, mirroring autism spectrum disorder phenotypes.

Conclusions:

  • IntelliProfiler offers a practical and versatile method for behavioral phenotyping in group-housed mice.
  • The workflow facilitates the study of social dynamics and complex behaviors in neuroscience.
  • Findings highlight the influence of sex, age, and paternal aging on social behavior and activity levels.