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
相关论文
共 50 条
  • [41] High-content screening: A new approach to easing key bottlenecks in the drug discovery process
    Giuliano, KA
    DeBiasio, RL
    Dunlay, RT
    Gough, A
    Volosky, JM
    Zock, J
    Pavlakis, GN
    Taylor, DL
    JOURNAL OF BIOMOLECULAR SCREENING, 1997, 2 (04) : 249 - 259
  • [42] A High-Content and High-Throughput Imaging Screen to Identify a Small Molecule Inhibitor for the Lipid Uptake Function of KIM-1
    Ajay, Amrendra Kumar
    Mori, Yutaro
    Bonventre, Joseph, V
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2024, 35 (10):
  • [43] PERSONALIZED CF DRUG DISCOVERY: HOLLOW MICROPILLAR ARRAY METHOD FOR HIGH-CONTENT DRUG SCREENING ON FILTER-GROWN EPITHELIAL CELLS
    Jin, B.
    Lee, S.
    Verkman, A. S.
    PEDIATRIC PULMONOLOGY, 2018, 53 : 155 - 155
  • [44] Identification of a small molecule that induces mitotic arrest using a simplified high-content screening assay and data analysis method
    Wilson, CJ
    Si, Y
    Thompson, CM
    Smellie, A
    Ashwell, MA
    Liu, JF
    Ye, P
    Yohannes, D
    Ng, SC
    JOURNAL OF BIOMOLECULAR SCREENING, 2006, 11 (01) : 21 - 28
  • [45] High-content, targeted RNA-seq screening in organoids for drug discovery in colorectal cancer
    Norkin, Maxim
    Ordonez-Moran, Paloma
    Huelsken, Joerg
    CELL REPORTS, 2021, 35 (03):
  • [46] High-content approaches to anthelmintic drug screening
    Zamanian, Mostafa
    Chan, John D.
    TRENDS IN PARASITOLOGY, 2021, 37 (09) : 780 - 789
  • [47] High-content drug screening for rare diseases
    Bellomo, F.
    Medina, D. L.
    De Leo, E.
    Panarella, A.
    Emma, F.
    JOURNAL OF INHERITED METABOLIC DISEASE, 2017, 40 (04) : 601 - 607
  • [48] Small molecule probes of protease function: Applications to molecular imaging and drug discovery
    Bogyo, Matthew
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 243
  • [49] Malaria high-content imaging, where to next?
    Avery, Vicky M.
    TRENDS IN PARASITOLOGY, 2023, 39 (09) : 718 - 719
  • [50] High-Content Imaging in Cervical Cancer Screening
    Micalessi, Maria Isabel
    Boulet, Gaelle
    Pintelon, Isabel
    Verstraelen, Peter
    Nauwelaers, Frans
    Ryser, Martin
    Bogers, Johannes
    JOURNAL OF BIOMOLECULAR SCREENING, 2013, 18 (01) : 135 - 142