A new protocol for multispecies bacterial infections in zebrafish and their monitoring through automated image

Désirée A Schmitz1,2, Tobias Wechsler1, Hongwei Bran Li1,3

  • 1Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.

Plos One
|August 8, 2024
PubMed

Insights

Researchers developed a new zebrafish model for studying bacterial infections. This tool enables real-time tracking of single and mixed-species infections in the otic vesicle, advancing disease pathology research.

Area of Science:

  • Microbiology
  • Infectious Diseases
  • Zebrafish Model Organisms

Background:

  • The zebrafish (Danio rerio) is a valuable model for studying infectious diseases due to its transparency, allowing live imaging of infection dynamics.
  • Studying multispecies infections is crucial for understanding complex host-pathogen interactions, but established protocols in zebrafish are lacking.
  • Existing limitations include the absence of standardized multispecies infection protocols for specific organs and inadequate automated image analysis tools.

Purpose of the Study:

  • To establish a robust protocol for single and multispecies bacterial infections in the zebrafish otic vesicle.
  • To develop an automated image analysis pipeline for tracking infection dynamics and quantifying pathogen loads.
  • To provide a comprehensive toolbox for in-vivo studies of complex microbial communities.

Main Methods:

  • Developed a protocol for introducing single and pairwise combinations of ESKAPE pathogens (Pseudomonas aeruginosa, Acinetobacter baumannii, Klebsiella pneumoniae) into the zebrafish otic vesicle.
  • Utilized deep learning for automated segmentation of the otic vesicle in microscopic images.
  • Implemented scripts for quantifying pathogen frequencies via fluorescence intensity measurements.

Main Results:

  • Successfully established and tracked both single and multispecies bacterial infections within the zebrafish otic vesicle.
  • The developed image analysis pipeline accurately segmented the otic vesicle and quantified bacterial loads.
  • Demonstrated the efficacy of the protocol and pipeline using challenging ESKAPE pathogens in single and pairwise combinations.

Conclusions:

  • The developed protocol and image analysis pipeline offer a powerful tool for real-time investigation of single and multispecies infections in zebrafish.
  • This advancement facilitates the study of pathogen-pathogen and pathogen-host interactions in a dynamic, in-vivo setting.
  • The toolbox supports research into complex infectious diseases using the zebrafish model.