UCIBIO-REQUIMTE-Applied Molecular Biosciences Unit, Department of Drug Sciences, Pharmacology Lab, Faculty of Pharmacy, University of Porto, Porto, Portugal.
Associate Laboratory i4HB-Institute for Health and Bioeconomy, Department of Drug Sciences, Pharmacology Lab, Faculty of Pharmacy, University of Porto, Porto, Portugal.
Sci Rep. 2022 Mar 9;12(1):4179. doi: 10.1038/s41598-022-08195-z.
Behavioural studies provide insights into normal and disrupted biological mechanisms. In many research areas, a growing spectrum of animal models-particularly small organisms-is used for high-throughput studies with infrared-based activity monitors, generating counts per time data. The freely available software to analyse such data, however, are primarily optimized for drosophila and circadian analysis. Researchers investigating other species or non-circadian behaviour would thus benefit from a more versatile software. Here we report the development of a free and open-source software-Rtivity-allowing customisation of species-specific parameters, and offering a versatile analysis of behavioural patterns, biological rhythms, stimulus responses, and survival. Rtivity is based on the R language and uses Shiny and the recently developed Rethomics package for a user-friendly graphical interface without requiring coding skills. Rtivity automatically assesses survival, computes various activity, sleep, and rhythmicity parameters, and performs fractal analysis of activity fluctuations. Rtivity generates multiple informative graphs, and exports structured data for efficient interoperability with common statistical software. In summary, Rtivity facilitates and enhances the versatility of the behavioural analysis of diverse animal species (e.g. drosophila, zebrafish, daphnia, ants). It is thus suitable for a broad range of researchers from multidisciplinary fields such as ecology, neurobiology, toxicology, and pharmacology.
行为研究为正常和紊乱的生物机制提供了深入的了解。在许多研究领域中,越来越多的动物模型,特别是小型生物,被用于基于红外线的活动监测的高通量研究,产生每时间的计数数据。然而,用于分析此类数据的免费软件主要针对果蝇和昼夜节律分析进行了优化。因此,研究其他物种或非昼夜节律行为的研究人员将从更通用的软件中受益。在这里,我们报告了一种免费的开源软件-Rtivity 的开发,该软件允许定制特定于物种的参数,并提供行为模式、生物节律、刺激反应和生存的灵活分析。Rtivity 基于 R 语言,并使用 Shiny 和最近开发的 Rethomics 包,为用户提供了无需编码技能的友好图形界面。Rtivity 自动评估生存情况,计算各种活动、睡眠和节律参数,并对活动波动进行分形分析。Rtivity 生成多种信息丰富的图形,并导出结构化数据,以便与常见的统计软件进行高效的互操作。总之,Rtivity 促进并增强了对各种动物物种(例如果蝇、斑马鱼、水蚤、蚂蚁)的行为分析的通用性。因此,它适合来自生态学、神经生物学、毒理学和药理学等多学科领域的广泛研究人员。