RIKEN Cluster for Pioneering Research, RIKEN Tsukuba Institute, Tsukuba, Japan.
AMED-CREST, AMED, Tokyo, Japan.
Elife. 2020 Nov 10;9:e58630. doi: 10.7554/eLife.58630.
Here, we have developed DIAMonDS ( Individual Activity Monitoring and Detection System) comprising time-lapse imaging by a charge-coupled device (CCD) flatbed scanner and Sapphire, a novel algorithm and web application. DIAMonDS automatically and sequentially identified the transition time points of multiple life cycle events such as pupariation, eclosion, and death in individual flies at high temporal resolution and on a large scale. DIAMonDS performed simultaneous multiple scans to measure individual deaths (≤1152 flies per scanner) and pupariation and eclosion timings (≤288 flies per scanner) under various chemical exposures, environmental conditions, and genetic backgrounds. DIAMonDS correctly identified 74-85% of the pupariation and eclosion events and ~ 92% of the death events within ± 10 scanning frames. This system is a powerful tool for studying the influences of genetic and environmental factors on fruit flies and efficient, high-throughput genetic and chemical screening in drug discovery.
在这里,我们开发了 DIAMonDS(个体活动监测和检测系统),它由电荷耦合器件(CCD)平板扫描仪和 Sapphire 组成,这是一种新颖的算法和网络应用程序。DIAMonDS 可以自动、顺序地识别多个生命过程事件的过渡时间点,如个体蝇的蛹化、羽化和死亡,具有高时间分辨率和大规模。DIAMonDS 可以同时进行多次扫描,以测量个体死亡(每个扫描仪≤1152 只苍蝇)和蛹化和羽化时间(每个扫描仪≤288 只苍蝇),同时还可以在各种化学暴露、环境条件和遗传背景下进行测量。DIAMonDS 可以正确识别 74-85%的蛹化和羽化事件,以及 92%左右的死亡事件,误差在± 10 个扫描帧内。该系统是研究遗传和环境因素对果蝇的影响以及药物发现中高效、高通量遗传和化学筛选的有力工具。