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Related Experiment Video

Updated: Jun 25, 2026

Development of automated imaging and analysis for zebrafish chemical screens.
10:49

Development of automated imaging and analysis for zebrafish chemical screens.

Published on: June 24, 2010

Automated image-based phenotypic analysis in zebrafish embryos.

Andreas Vogt1, Andrzej Cholewinski, Xiaoqiang Shen

  • 1Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA.

Developmental Dynamics : an Official Publication of the American Association of Anatomists
|February 25, 2009
PubMed
Summary
This summary is machine-generated.

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Zebrafish embryos offer a powerful vertebrate model for drug discovery screening. A new automated system using artificial intelligence analyzes embryo images, enabling high-throughput screening of complex phenotypes like blood vessel development.

Area of Science:

  • Developmental biology
  • Pharmacology
  • Bioimage analysis

Background:

  • Zebrafish embryos are a suitable vertebrate model for drug discovery due to automation compatibility and optical transparency.
  • Current limitations in automated analysis of complex zebrafish embryo images hinder high-throughput screening.
  • Image-based screening requires robust tools for analyzing intricate biological structures.

Purpose of the Study:

  • To develop an automated system for imaging and analyzing zebrafish embryos in multi-well plates.
  • To overcome challenges of embryo orientation and user intervention in high-throughput screening.
  • To enable image-based high-content screening of complex whole-organism phenotypes.

Main Methods:

  • Development of an automated imaging and analysis system for zebrafish embryos.

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Related Experiment Videos

Last Updated: Jun 25, 2026

Development of automated imaging and analysis for zebrafish chemical screens.
10:49

Development of automated imaging and analysis for zebrafish chemical screens.

Published on: June 24, 2010

Semi-automated Imaging of Tissue-specific Fluorescence in Zebrafish Embryos
07:06

Semi-automated Imaging of Tissue-specific Fluorescence in Zebrafish Embryos

Published on: May 17, 2014

Automated High-throughput Behavioral Analyses in Zebrafish Larvae
09:28

Automated High-throughput Behavioral Analyses in Zebrafish Larvae

Published on: July 4, 2013

  • Utilization of a high-content reader for acquiring fluorescent embryo images.
  • Application of artificial intelligence-based Cognition Network Technology (CNT) for image analysis.

    • Main Results:

    • The automated system reliably detected transgenic fluorescent zebrafish embryos (Tg(fli1:EGFP)(y1)) in 96-well plates.
    • Cognition Network Technology (CNT) accurately quantified intersegmental blood vessel development.
    • Analysis was performed on embryos treated with small molecule inhibitors of angiogenesis.

    Conclusions:

    • The developed automated system facilitates high-throughput screening of zebrafish embryos.
    • Image-based high-content screening methodology can be adapted to measure complex phenotypes.
    • This approach enhances the utility of zebrafish as a model organism in drug discovery.