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High-Throughput Secondary Screening at the Single-Cell Level

J. Paul Robinson, Valery Patsekin, Cheryl Holdman, Kathy Ragheb, Jennifer Sturgis, Ray Fatig, Larisa Avramova, Bartek Rajwa, V. Jo Davisson, Nicole Lewis, Padma Kumar Narayanan, Nianyu Li, Charles W. Qualls

发表年份
2013
引用次数
15
访问权限
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摘要

We have developed an automated system for drug screening using a single-cell-multiple functional response technology. The approach uses a semiautomated preparatory system, high-speed sample collection, and a unique analytical tool that provides instantaneous results for compound dilutions using 384-well plates. The combination of automation and rapid robotic sampling increases quality control and robustness. High-speed flow cytometry is used to collect single-cell results together with a newly defined analytical tool for extraction of IC(50) curves for multiple assays per cell. The principal advantage is the extreme speed of sample collection, with results from a 384-well plate being completed for both collection and data processing in less than 10 min. Using this approach, it is possible to extract detailed drug response information in a highly controlled fashion. The data are based on single-cell results, not populations. With simultaneous assays for different functions, it is possible to gain a more detailed understanding of each drug/compound interaction. Combined with integrated advanced data processing directly from raw data files, the process from sampling to analytical results is highly intuitive. Direct PubMed links allow review of drug structure and comparisons with similar compounds.

关键词

Computer scienceRobustness (evolution)AutomationSampling (signal processing)Data collectionData miningSample (material)Raw dataData extractionThroughput

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