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自动分析跑步机跑步以估计啮齿动物的疲劳和耗竭时间。

Automatic analysis of treadmill running to estimate times to fatigue and exhaustion in rodents.

作者信息

Zaretsky Dmitry V, Kline Hannah, Zaretskaia Maria V, Rusyniak Daniel E

机构信息

Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.

Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA.

出版信息

PeerJ. 2018 Jul 6;6:e5017. doi: 10.7717/peerj.5017. eCollection 2018.

Abstract

INTRODUCTION

The determination of fatigue and exhaustion in experimental animals is complicated by the subjective nature of the measurement. Typically, it requires an observer to watch exercising animals, e.g. rats running on the treadmill, and to identify the time of the event. In this study, we hypothesized that automatic analysis of the time-averaged position of a rat on a treadmill could be an objective way for estimating times to fatigue and exhaustion. To test this hypothesis, we compared these times measured by a human observer to the results of an automated video tracking system.

METHODS

Rats, previously familiarized to running on the treadmill, ran at a fixed speed with zero incline, until exhaustion. The experiments were performed at either room temperature (24 °C) or in a hot environment (32 °C). Each experiment was video recorded. A trained observer estimated the times to fatigue and exhaustion. Then, video tracking software was used to determine the position of the animals on the treadmill belt. The times to fatigue and exhaustion were determined, based on the position on the treadmill using predefined criteria.

RESULTS

Manual scores and the average position on the treadmill had significant correlation. Both the observer and the automated video tracking determined that exercise in a hot environment, compared with the exercise at room temperature, results in shorter times to exhaustion and fatigue. Also, estimates of times made by the observer and the automated video tracking were not statistically different from each other.

DISCUSSION

A similarity between the estimates of times to fatigue and exhaustion made by the observer and the automated technique suggests that video tracking of rodents running on a treadmill can be used to determine both parameters in experimental studies. Video tracking technique allows for a more objective measure and would allow for an increased performance in experimentation. The Supplemental information to this manuscript contains an Excel file, which includes the code in Virtual Basic with freeware license, to process and visualize running data and automatically estimate the times to fatigue and exhaustion. Instructions for the software are also included.

摘要

引言

实验动物疲劳和耗竭的测定因测量的主观性而变得复杂。通常,这需要观察者观察运动的动物,例如在跑步机上奔跑的大鼠,并确定该事件发生的时间。在本研究中,我们假设对大鼠在跑步机上的时间平均位置进行自动分析可能是估计疲劳和耗竭时间的一种客观方法。为了验证这一假设,我们将人类观察者测量的这些时间与自动视频跟踪系统的结果进行了比较。

方法

先前已熟悉在跑步机上跑步的大鼠以固定速度、零坡度跑步,直至耗竭。实验在室温(24°C)或热环境(32°C)下进行。每次实验都进行了视频记录。一名训练有素的观察者估计疲劳和耗竭时间。然后,使用视频跟踪软件确定动物在跑步机皮带上的位置。根据跑步机上的位置,使用预定义标准确定疲劳和耗竭时间。

结果

人工评分与跑步机上的平均位置具有显著相关性。观察者和自动视频跟踪均确定,与室温下的运动相比,在热环境中运动导致耗竭和疲劳的时间更短。此外,观察者和自动视频跟踪得出的时间估计在统计学上没有差异。

讨论

观察者和自动技术对疲劳和耗竭时间的估计之间的相似性表明,对在跑步机上奔跑的啮齿动物进行视频跟踪可用于在实验研究中确定这两个参数。视频跟踪技术提供了一种更客观的测量方法,并将提高实验性能。本手稿的补充信息包含一个Excel文件,其中包括具有免费软件许可的Visual Basic代码,用于处理和可视化跑步数据,并自动估计疲劳和耗竭时间。还包括该软件的使用说明。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a5b5/6037152/c873f9fc623b/peerj-06-5017-g001.jpg

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