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一种用于实验小鼠的跟踪系统,以支持医学研究人员进行行为分析。

A tracking system for laboratory mice to support medical researchers in behavioral analysis.

作者信息

Macrì S, Mainetti L, Patrono L, Pieretti S, Secco A, Sergi I

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:4946-9. doi: 10.1109/EMBC.2015.7319501.

Abstract

The behavioral analysis of laboratory mice plays a key role in several medical and scientific research areas, such as biology, toxicology, pharmacology, and so on. Important information on mice behavior and their reaction to a particular stimulus is deduced from a careful analysis of their movements. Moreover, behavioral analysis of genetically modified mice allows obtaining important information about particular genes, phenotypes or drug effects. The techniques commonly adopted to support such analysis have many limitations, which make the related systems particularly ineffective. Currently, the engineering community is working to explore innovative identification and sensing technologies to develop new tracking systems able to guarantee benefits to animals' behavior analysis. This work presents a tracking solution based on passive Radio Frequency Identification Technology (RFID) in Ultra High Frequency (UHF) band. Much emphasis is given to the software component of the system, based on a Web-oriented solution, able to process the raw tracking data coming from a hardware system, and offer 2D and 3D tracking information as well as reports and dashboards about mice behavior. The system has been widely tested using laboratory mice and compared with an automated video-tracking software (i.e., EthoVision). The obtained results have demonstrated the effectiveness and reliability of the proposed solution, which is able to correctly detect the events occurring in the animals' cage, and to offer a complete and user-friendly tool to support researchers in behavioral analysis of laboratory mice.

摘要

实验室小鼠的行为分析在多个医学和科研领域发挥着关键作用,如生物学、毒理学、药理学等。通过仔细分析小鼠的运动,可以推断出有关其行为以及对特定刺激反应的重要信息。此外,对转基因小鼠的行为分析有助于获取有关特定基因、表型或药物作用的重要信息。通常用于支持此类分析的技术存在许多局限性,这使得相关系统效率极低。目前,工程界正在努力探索创新的识别和传感技术,以开发能够为动物行为分析带来益处的新型跟踪系统。本文介绍了一种基于超高频(UHF)频段无源射频识别技术(RFID)的跟踪解决方案。该系统非常注重基于面向网络的解决方案的软件组件,它能够处理来自硬件系统的原始跟踪数据,并提供二维和三维跟踪信息以及有关小鼠行为的报告和仪表板。该系统已使用实验室小鼠进行了广泛测试,并与一款自动视频跟踪软件(即EthoVision)进行了比较。所获得的结果证明了所提出解决方案的有效性和可靠性,该方案能够正确检测动物笼内发生的事件,并为支持研究人员进行实验室小鼠行为分析提供一个完整且用户友好的工具。

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