Mwaffo Violet, Butail Sachit, di Bernardo Mario, Porfiri Maurizio
1 Department of Mechanical and Aerospace Engineering, New York University Polytechnic School of Engineering , Brooklyn, New York.
Zebrafish. 2015 Jun;12(3):250-4. doi: 10.1089/zeb.2015.1081. Epub 2015 Apr 6.
Zebrafish is becoming a popular animal model in preclinical research, and zebrafish turning rate has been proposed for the analysis of activity in several domains. The turning rate is often estimated from the trajectory of the fish centroid that is output by commercial or custom-made target tracking software run on overhead videos of fish swimming. However, the accuracy of such indirect methods with respect to the turning rate associated with changes in heading during zebrafish locomotion is largely untested. Here, we compare two indirect methods for the turning rate estimation using the centroid velocity or position data, with full shape tracking for three different video sampling rates. We use tracking data from the overhead video recorded at 60, 30, and 15 frames per second of zebrafish swimming in a shallow water tank. Statistical comparisons of absolute turning rate across methods and sampling rates indicate that, while indirect methods are indistinguishable from full shape tracking, the video sampling rate significantly influences the turning rate measurement. The results of this study can aid in the selection of the video capture frame rate, an experimental design parameter in zebrafish behavioral experiments where activity is an important measure.
斑马鱼正成为临床前研究中一种受欢迎的动物模型,并且已经有人提出用斑马鱼的转向率来分析多个领域的活动。转向率通常是根据鱼类质心的轨迹来估计的,该轨迹由运行在鱼游泳的俯视视频上的商业或定制目标跟踪软件输出。然而,这种间接方法在斑马鱼运动过程中与航向变化相关的转向率方面的准确性在很大程度上未经测试。在这里,我们比较了两种使用质心速度或位置数据估计转向率的间接方法,并针对三种不同的视频采样率进行了全形状跟踪。我们使用在浅水箱中以每秒60、30和15帧的速度记录的斑马鱼游泳俯视视频的跟踪数据。跨方法和采样率的绝对转向率的统计比较表明,虽然间接方法与全形状跟踪没有区别,但视频采样率显著影响转向率测量。这项研究的结果有助于选择视频捕获帧率,这是斑马鱼行为实验中的一个实验设计参数,在该实验中活动是一项重要指标。