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

作者:Liu Harrison; Chen Steven; Huang Kevin; Kim Jeffrey; Mo Han; Iovine Raffael; Gendre Julie; Pascal Pauline; Li Qiang; Sun Yaping; Done Zhiqiang; Arkin Michelle; Guo Su; Huang Bo
来源:PLos One, 2016, 11(10): e0164645.
DOI:10.1371/journal.pone.0164645

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.

  • 出版日期2016-10-12