A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery

被引:6
|
作者
Liu, Harrison [1 ,2 ]
Chen, Steven [3 ,4 ]
Huang, Kevin [5 ]
Kim, Jeffrey [5 ]
Mo, Han [5 ]
Iovine, Raffael [5 ]
Gendre, Julie [5 ]
Pascal, Pauline [5 ]
Li, Qiang [5 ]
Sun, Yaping [5 ]
Done, Zhiqiang [5 ]
Arkin, Michelle [3 ]
Guo, Su [5 ]
Huang, Bo [4 ,6 ]
机构
[1] Univ Calif San Francisco, Joint Grad Program Bioengn, Berkeley, CA USA
[2] Univ Calif Berkeley, Berkeley, CA 94720 USA
[3] Univ Calif San Francisco, Small Mol Discovery Ctr, San Francisco, CA 94143 USA
[4] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94143 USA
[5] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[6] Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
来源
PLOS ONE | 2016年 / 11卷 / 10期
基金
美国国家科学基金会;
关键词
HIGH-THROUGHPUT; VERTEBRATE; ABLATION; BEHAVIOR; NITROREDUCTASE; PLATFORM; SCREENS;
D O I
10.1371/journal.pone.0164645
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Drug discovery in whole-organisms such as zebrafish is a promising approach for identifying biologically-relevant lead compounds. However, high content imaging of zebrafish at cellular resolution is challenging due to the difficulty in orienting larvae en masse such that the cell type of interest is in clear view. We report the development of the multi-pose imaging method, which uses 96-well round bottom plates combined with a standard liquid handler to repose the larvae within each well multiple times, such that an image in a specific orientation can be acquired. We have validated this method in a chemo-genetic zebrafish model of dopaminergic neuron degeneration. For this purpose, we have developed an analysis pipeline that identifies the larval brain in each image and then quantifies neuronal health in CellProfiler. Our method achieves a SSMD* score of 6.96 (robust Z'-factor of 0.56) and is suitable for screening libraries up to 10(5) compounds in size.
引用
收藏
页数:14
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