Processed behavioral tracking data for "Lifelong behavioral screen reveals an architecture of vertebrate aging"

Mapping the behavioral pattern of individual vertebrate animals across the lifespan is technologically highly challenging, but if achieved, could provide an unprecedented and unbiased view into fundamental processes underlying the progression of aging. Here we address this challenge by creating and applying the first platform for high-resolution continuous longitudinal recording and behavioral tracking of a vertebrate animal across its natural lifespan from adolescence to death—here, of the African turquoise killifish. Included here is the data at different stages of processing from 20hz keypoint tracking of individual animals on select days of life to whole lifespan behavioral syllable usage binned at 10 min resolution. Together these data identify both conserved and variable features of natural aging derived from a quantitative and unbiased perspective of organismal behavior over the course of adult life. Please see README_data file for detailed data file description and column headings etc.绘制脊椎动物个体全生命周期的行为模式，在技术层面极具挑战性；但一旦成功实现，将为解析衰老进程背后的核心生物学机制提供前所未有的无偏研究视角。本研究通过搭建并应用首个可对脊椎动物从青春期至死亡的自然全生命周期开展高分辨率连续纵向记录与行为追踪的平台，攻克了上述技术难题。本研究以非洲绿松石鳉（African turquoise killifish）为实验对象。本数据集包含多阶段处理得到的各类数据：涵盖生命中特定天数的个体20Hz关键点追踪数据，以及以10分钟为分辨率分箱的全生命周期行为音节使用数据。上述数据从成年生命周期内有机体行为的定量无偏视角出发，共同揭示了自然衰老过程中兼具保守性与变异性的特征。有关数据文件的详细说明、列标题等信息，请参阅README_data文件。