Google Cloud Pipeline for mouse behavior and frailty assessment for the aging research community

Google Cloud Pipeline 用于衰老研究社区的小鼠行为和虚弱评估

• 批准号: 10827671
• 负责人: VIVEK KUMAR
• 金额: $ 26.54万
• 依托单位: JACKSON LABORATORY
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-09-01 至 2024-08-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10827671
• 关键词: Adopted; Affect; Aging; Animal Model; Automation; Behavior; Behavioral; Behavioral Model; Benchmarking; Biological Aging; Caloric Restriction; Chronic; Chronology; Communities; Computer Vision Systems; Cost efficiency; Data; Diet; Dietary Intervention; Disease; Environmental Risk Factor; Etiology; Funding; Grant; Health; Heterogeneity; High Fat Diet; Human; Individual; Institution; Intervention; Intervention Studies; Machine Learning; Manuals; Measures; Methods; Monitor; Mus; Organism; Outcome; Physiological; Population; Process; Public Health; Reproducibility; Research; Resources; System; Testing; Training; Visual; Work; age related; biological systems; computerized data processing; feasibility testing; frailty; hands-on learning; improved; indexing; mortality; parent grant; social; tool

PROJECT SUMMARY The supplement will build a Google Cloud Pipeline (GCP) for processing video data for frailty assessment. The parent grant proposes to extend previous work done in isogenic mice to genetically diverse mice and to extend the feature set for frailty assessment. The parent grant relies on limited institutional on premises resources. We will use to GCP to test feasibility of a scalable and sharable resource for aging research.

项目总结 该补充将构建一个Google Cloud Pipeline(GCP)，用于处理视频数据以进行脆弱性评估。这个 Parent Grant建议将之前在同基因小鼠上所做的工作扩展到基因不同的小鼠，并将 脆弱性评估的功能集。家长赠款依赖于有限的机构内部资源。我们 将使用GCP来测试用于衰老研究的可扩展和可共享资源的可行性。