自动机器人刺激自由移动的果蝇幼虫

Peng Pan, Juntian Qu, Weize Zhang, Xianke Dong, Xinyu Liu
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摘要

果蝇幼虫是生物学中研究感觉机械转导机制和行为神经基础的优秀模式生物。本文报道了一种自动化机器人系统,能够对自由运动的果蝇幼虫进行力控机械刺激和运动行为分析,与传统的人工操作相比,提高了力调节的准确性和幼虫操作的一致性。开发了一种3d打印的三轴力传感器,并将其集成到机器人系统中,用于测量末端执行器尖端与幼虫头部之间的接触力,并提出了一种自适应模糊比例积分导数(PID)控制器对接触力进行闭环控制。利用三轴力传感器监测幼虫头部运动对接触力的横向扰动,验证刺激幼虫的有效性。该机器人系统以每分钟4只幼虫的速度对幼虫进行自动刺激和运动分析,并用于量化施加接触力方向/大小与幼虫重新定向行为之间的相关性。该系统精度高、效率高,为大规模研究果蝇幼虫机械感觉行为提供了便利。
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Automated Robotic Stimulation of Freely Moving Drosophila Larvae
The Drosophila larva is an excellent model organism in biology for studying the mechanisms of sensory mechanotrans-duction and the neural basis of behavior. This paper reports an automated robotic system capable of force-controlled mechanical stimulation and locomotion behavior analysis of freely moving Drosophila larvae, which improves the force regulation accuracy and larva operation consistency over conventional manual manipulation. A 3D-printed, three-axis force sensor was developed and integrated into the robotic system to measure the contact force between the tip of an end-effector and the larva head, and an adaptive fuzzy proportional-integral-derivative (PID) controller was proposed for closed-loop control of the contact force. The three-axis force sensor was also employed to monitor lateral disturbances to the contact force caused by small larva head movements, and thus to validate the effectiveness of larva stimulation. The robotic system performed automated larva stimulation and locomotion analysis at a speed of four larvae per minute, and was applied to quantify the correlation between the applied contact force direction/magnitude and the larva reorientation behavior. With its high accuracy and efficiency, this system will greatly facilitate large-scale studies of mechanosensory behaviors in Drosophila larva.
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