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A 3D-Video-Based Computerized Analysis of Social and Sexual Interactions in Rats

机译:基于3D视频的大鼠社交和性互动的计算机分析

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摘要

A large number of studies have analyzed social and sexual interactions between rodents in relation to neural activity. Computerized video analysis has been successfully used to detect numerous behaviors quickly and objectively; however, to date only 2D video recording has been used, which cannot determine the 3D locations of animals and encounters difficulties in tracking animals when they are overlapping, e.g., when mounting. To overcome these limitations, we developed a novel 3D video analysis system for examining social and sexual interactions in rats. A 3D image was reconstructed by integrating images captured by multiple depth cameras at different viewpoints. The 3D positions of body parts of the rats were then estimated by fitting skeleton models of the rats to the 3D images using a physics-based fitting algorithm, and various behaviors were recognized based on the spatio-temporal patterns of the 3D movements of the body parts. Comparisons between the data collected by the 3D system and those by visual inspection indicated that this system could precisely estimate the 3D positions of body parts for 2 rats during social and sexual interactions with few manual interventions, and could compute the traces of the 2 animals even during mounting. We then analyzed the effects of AM-251 (a cannabinoid CB1 receptor antagonist) on male rat sexual behavior, and found that AM-251 decreased movements and trunk height before sexual behavior, but increased the duration of head-head contact during sexual behavior. These results demonstrate that the use of this 3D system in behavioral studies could open the door to new approaches for investigating the neuroscience of social and sexual behavior.
机译:大量研究分析了与神经活动有关的啮齿动物之间的社交和性互动。计算机视频分析已成功用于快速,客观地检测多种行为;然而,迄今为止,仅使用了2D视频记录,它无法确定动物的3D位置,并且在动物重叠时(例如在安装时)在跟踪动物时会遇到困难。为了克服这些限制,我们开发了一种新颖的3D视频分析系统,用于检查大鼠的社交和性互动。通过整合由多个深度相机在不同视点处捕获的图像来重建3D图像。然后,使用基于物理学的拟合算法,通过将大鼠的骨骼模型拟合到3D图像,估算大鼠身体部位的3D位置,并根据人体3D运动的时空模式识别各种行为部分。通过3D系统收集的数据与通过肉眼检查获得的数据之间的比较表明,该系统可以在很少的人工干预下准确估计两只老鼠在社交和性互动过程中身体部位的3D位置,甚至可以计算出两只动物的踪迹在安装过程中。然后,我们分析了AM-251(大麻素CB1受体拮抗剂)对雄性大鼠性行为的影响,发现AM-251降低了性行为前的运动和躯干高度,但增加了性行为期间头-头接触的持续时间。这些结果表明,在行为研究中使用此3D系统可以为研究社会行为和性行为的神经科学的新方法打开大门。

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