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Automated Image-Based Quantification of Neutrophil Extracellular Traps Using NETQUANT
Published on: November 27, 2019
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Automated quantification of bioluminescence images
Alexander D Klose1, Neal Paragas2,3
1InVivo Analytics, New York, NY, USA. klose@invivoax.com.
Nature Communications
|October 17, 2018
Summary
Researchers created a new tool for analyzing bioluminescent reporters in small animals. This system improves data accuracy and speeds up disease modeling by offering computer-driven analysis of in vivo biodistribution.
Area of Science:
- Biomedical Imaging
- Quantitative Biology
- Animal Models
Background:
- Accurate in vivo biodistribution analysis is crucial for preclinical research and disease modeling.
- Existing methods for analyzing bioluminescent reporters in small animals can be operator-dependent and lack data congruency across subjects.
- Quantitative, reproducible, and automated analysis tools are needed to advance research throughput.
Purpose of the Study:
- To develop a computer-aided analysis tool for quantitative determination of bioluminescent reporter distributions in small animals.
- To enhance data congruency and reproducibility in in vivo imaging studies.
- To accelerate human disease modeling in mice through improved biodistribution analysis.
Main Methods:
- Development of a body-fitting animal shuttle and a statistical mouse atlas, spatially aligned and scaled by animal weight.
- Integration of multispectral bioluminescence tomography with the shuttle's spatial framework for rapid biodistribution calculation.
- Validation of the tool by monitoring bacterial infection and comparing bacterial organ burden to serial-plating methods.
Main Results:
- Demonstrated quantitative monitoring of bacterial infection, with bacterial organ burden determined and validated against the serial-plating method.
- Validated the statistical mouse atlas against existing anatomical reference techniques.
- Achieved operator-independent and computer-driven data analysis for in vivo biodistribution.
Conclusions:
- The developed tool significantly increases data throughput and reproducibility in small animal imaging.
- The system enables rapid and accurate in vivo biodistribution calculations, accelerating disease modeling.
- This approach provides a robust platform for quantitative analysis of bioluminescent reporters in preclinical research.
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