Sato Daiki X, Okuyama Takahira, Takahashi Yuma
Institute for Advanced Academic Research, Chiba University, Chiba, Japan.
Graduate School of Science, Chiba University, Chiba, Japan.
Sci Data. 2025 Mar 7;12(1):400. doi: 10.1038/s41597-025-04724-3.
Detailed tracking data is essential to understanding the intricate mechanisms behind animal behavior. Here, we present a comprehensive dataset containing behavioral movies and trajectories from over 30,000 Drosophila melanogaster individuals across 105 genetically distinct strains, including 104 wild-type strains from the Drosophila Genetic Reference Panel, along with one visually impaired mutant. These data, categorized by genetic background, sex, and social context (isolated or in groups), were collected during 15-minute sessions that included five minutes of repeated looming stimuli to elicit fear responses. Additionally, our experimental design incorporated group experiments with randomly combined pairs of strains to investigate synergistic effects of group members on behavioral dynamics. Beyond enabling detailed analyses of genetic factors underlying locomotion, fear responses, and social interactions, this dataset provides a unique opportunity to examine individual behavioral variability within genetically identical flies. By capturing a broad spectrum of behaviors across different genetic and environmental contexts, these data serve as a valuable resource for advancing our understanding of how genetics, individuality, and group interactions shape animal behavior.
详细的跟踪数据对于理解动物行为背后的复杂机制至关重要。在此,我们展示了一个全面的数据集,其中包含来自105个基因不同品系的30000多只黑腹果蝇个体的行为视频和轨迹,包括来自果蝇遗传参考面板的104个野生型品系,以及一个视觉受损突变体。这些数据按遗传背景、性别和社会背景(单独或成群)分类,是在15分钟的实验过程中收集的,其中包括5分钟的重复逼近刺激以引发恐惧反应。此外,我们的实验设计纳入了品系随机组合的成对群体实验,以研究群体成员对行为动态的协同效应。除了能够对运动、恐惧反应和社会互动背后的遗传因素进行详细分析外,该数据集还提供了一个独特的机会来研究基因相同的果蝇个体之间的行为差异。通过捕捉不同遗传和环境背景下的广泛行为,这些数据成为推动我们理解基因、个体性和群体互动如何塑造动物行为的宝贵资源。