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自动跟踪动物在探索和感官定向行为期间的姿势和运动。

Automated tracking of animal posture and movement during exploration and sensory orientation behaviors.

机构信息

European Molecular Biology Laboratory/Center for Genomic Regulation Systems Biology Unit, Center for Genomic Regulation & Universitat Pompeu Fabra, Barcelona, Spain.

Joseph Henry Laboratories of Physics & Lewis-Sigler Institute for Integrative Genomics Princeton University, Princeton, New Jersey, United States of America

出版信息

PLoS One. 2012;7(8):e41642. doi: 10.1371/journal.pone.0041642. Epub 2012 Aug 9.

Abstract

BACKGROUND

The nervous functions of an organism are primarily reflected in the behavior it is capable of. Measuring behavior quantitatively, at high-resolution and in an automated fashion provides valuable information about the underlying neural circuit computation. Accordingly, computer-vision applications for animal tracking are becoming a key complementary toolkit to genetic, molecular and electrophysiological characterization in systems neuroscience.

METHODOLOGY/PRINCIPAL FINDINGS: We present Sensory Orientation Software (SOS) to measure behavior and infer sensory experience correlates. SOS is a simple and versatile system to track body posture and motion of single animals in two-dimensional environments. In the presence of a sensory landscape, tracking the trajectory of the animal's sensors and its postural evolution provides a quantitative framework to study sensorimotor integration. To illustrate the utility of SOS, we examine the orientation behavior of fruit fly larvae in response to odor, temperature and light gradients. We show that SOS is suitable to carry out high-resolution behavioral tracking for a wide range of organisms including flatworms, fishes and mice.

CONCLUSIONS/SIGNIFICANCE: Our work contributes to the growing repertoire of behavioral analysis tools for collecting rich and fine-grained data to draw and test hypothesis about the functioning of the nervous system. By providing open-access to our code and documenting the software design, we aim to encourage the adaptation of SOS by a wide community of non-specialists to their particular model organism and questions of interest.

摘要

背景

生物体的神经功能主要反映在其能够表现出的行为上。对行为进行定量、高分辨率和自动化的测量,可以提供有关潜在神经回路计算的有价值的信息。因此,用于动物追踪的计算机视觉应用程序正在成为系统神经科学中遗传、分子和电生理学特征的关键补充工具包。

方法/主要发现:我们提出了感官定向软件(SOS)来测量行为并推断感官体验的相关性。SOS 是一个简单而通用的系统,用于在二维环境中跟踪单个动物的身体姿势和运动。在存在感官景观的情况下,跟踪动物传感器的轨迹及其姿势的演变,为研究感觉运动整合提供了一个定量框架。为了说明 SOS 的实用性,我们研究了果蝇幼虫对气味、温度和光梯度的定向行为。我们表明,SOS 适用于对包括扁虫、鱼类和老鼠在内的广泛生物进行高分辨率行为跟踪。

结论/意义:我们的工作为行为分析工具的不断发展做出了贡献,这些工具可以收集丰富而精细的数据,以绘制和测试有关神经系统功能的假设。通过向非专业人士广泛开放我们的代码并记录软件设计,我们旨在鼓励 SOS 被广泛的社区适应他们特定的模式生物和感兴趣的问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8499/3415430/92c2d06e4be6/pone.0041642.g001.jpg

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