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Comparison between two- and three-dimensional scoring of zebrafish response to psychoactive drugs: identifying when three-dimensional analysis is needed

机译:斑马鱼对精神药物的二维和三维评分比较:确定何时需要三维分析

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摘要

Zebrafish (Danio rerio) have recently emerged as a valuable laboratory species in the field of behavioral pharmacology, where they afford rapid and precise high-throughput drug screening. Although the behavioral repertoire of this species manifests along three-dimensional (3D), most of the efforts in behavioral pharmacology rely on two-dimensional (2D) projections acquired from a single overhead or front camera. We recently showed that, compared to a 3D scoring approach, 2D analyses could lead to inaccurate claims regarding individual and social behavior of drug-free experimental subjects. Here, we examined whether this conclusion extended to the field of behavioral pharmacology by phenotyping adult zebrafish, acutely exposed to citalopram (30, 50, and 100 mg/L) or ethanol (0.25%, 0.50%, and 1.00%), in the novel tank diving test over a 6-min experimental session. We observed that both compounds modulated the time course of general locomotion and anxiety-related profiles, the latter being represented by specific behaviors (erratic movements and freezing) and avoidance of anxiety-eliciting areas of the test tank (top half and distance from the side walls). We observed that 2D projections of 3D trajectories (ground truth data) may introduce a source of unwanted variation in zebrafish behavioral phenotyping. Predictably, both 2D views underestimate absolute levels of general locomotion. Additionally, while data obtained from a camera positioned on top of the experimental tank are similar to those obtained from a 3D reconstruction, 2D front view data yield false negative findings.
机译:斑马鱼(Danio rerio)最近已成为行为药理学领域中一种有价值的实验室物种,它们可提供快速,精确的高通量药物筛选。尽管此物种的行为库表现为三维(3D),但行为药理学中的大多数努力都依赖于从单个高架或前置摄像头获取的二维(2D)投影。我们最近显示,与3D评分方法相比,2D分析可能导致关于无毒品实验对象的个人和社会行为的说法不正确。在这里,我们检查了该结论是否通过对成年斑马鱼的表型进行扩展而扩展到行为药理学领域,该斑马鱼急性暴露于西酞普兰(30、50和100 mg / L)或乙醇(0.25%,0.50%和1.00%)中。在6分钟的实验过程中进行了新颖的坦克潜水测试。我们观察到这两种化合物都调节了一般运动和焦虑相关特征的时程,后者由特定行为(不稳定的运动和冻结)表示,并避免了测试罐引起焦虑的区域(上半部和与侧面的距离)墙壁)。我们观察到3D轨迹的2D投影(地面真实数据)可能在斑马鱼行为表型中引入不必要的变化。可以预测,两个2D视图都低估了总体运动的绝对水平。另外,尽管从位于实验槽顶部的摄像机获得的数据与从3D重建获得的数据相似,但2D前视图数据却产生了假阴性结果。

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