Analysis of Sleep and Circadian Rhythms from Drosophila Activity-Monitoring Data Using SCAMP.

Christopher G Vecsey, Casey Koochagian, Maria T Porter, Gregg Roman, Divya Sitaraman
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Abstract

Sleep is a fundamental feature of life for virtually all multicellular animals, but many questions remain about how sleep is regulated and what biological functions it plays. Substantial headway has been made in the study of both circadian rhythms and sleep in the fruit fly Drosophila melanogaster, much of it through studies of individual fly activity using beam break counts from Drosophila activity monitors (DAMs). The number of laboratories worldwide studying sleep in Drosophila has grown from only a few 20 years ago to hundreds today. The utility of these studies is limited by the quality of the metrics that can be extracted from the data. Many software options exist to help analyze DAM data; however, these are often expensive or have significant limitations. Therefore, we describe here a method for analyzing DAM-based data using the sleep and circadian analysis MATLAB program (SCAMP). This user-friendly software has an advantage of combining several analyses of both sleep and circadian rhythms in one package and produces graphical outputs as well as spreadsheets of the outputs for further statistical analysis. The version of SCAMP described here is also the first published software package that can analyze data from multibeam DAM5Ms, enabling determination of positional preference over time.

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利用 SCAMP 从果蝇活动监测数据中分析睡眠和昼夜节律
睡眠几乎是所有多细胞动物生命的基本特征,但关于睡眠是如何调节的以及睡眠具有哪些生物功能,仍然存在许多问题。对果蝇昼夜节律和睡眠的研究已经取得了重大进展,其中大部分是通过果蝇活动监测器(DAMs)的光束断裂计数来研究果蝇的个体活动。全世界研究果蝇睡眠的实验室数量已从 20 年前的几个增加到现在的数百个。这些研究的实用性受到从数据中提取的指标质量的限制。目前有许多软件可帮助分析 DAM 数据,但这些软件往往价格昂贵或有很大的局限性。因此,我们在此介绍一种使用睡眠和昼夜节律分析 MATLAB 程序(SCAMP)分析基于 DAM 的数据的方法。这个用户友好型软件的优点是将睡眠和昼夜节律的多项分析合并在一个软件包中,并生成图形输出和电子表格输出,以便进行进一步的统计分析。这里介绍的 SCAMP 版本也是首个已发布的软件包,可以分析多波束 DAM5M 的数据,从而确定随时间变化的位置偏好。
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来源期刊
Cold Spring Harbor protocols
Cold Spring Harbor protocols Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (all)
CiteScore
3.00
自引率
0.00%
发文量
163
期刊介绍: Cold Spring Harbor Laboratory is renowned for its teaching of biomedical research techniques. For decades, participants in its celebrated, hands-on courses and users of its laboratory manuals have gained access to the most authoritative and reliable methods in molecular and cellular biology. Now that access has moved online. Cold Spring Harbor Protocols is an interdisciplinary journal providing a definitive source of research methods in cell, developmental and molecular biology, genetics, bioinformatics, protein science, computational biology, immunology, neuroscience and imaging. Each monthly issue details multiple essential methods—a mix of cutting-edge and well-established techniques.
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