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Updated: Feb 3, 2026

Automation of the Micronucleus Assay Using Imaging Flow Cytometry and Artificial Intelligence
Published on: January 27, 2023
An optofluidic system with integrated microlens arrays for parallel imaging flow cytometry.
Gregor Holzner1, Ying Du2, Xiaobao Cao1
1Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland. andrew.demello@chem.ethz.ch stavros.stavrakis@chem.ethz.ch.
This study introduces an optofluidic flow cytometer with microlens arrays for high-speed, high-resolution single-cell imaging. The novel platform enables efficient cell analysis at high throughputs, overcoming previous limitations in magnification and field of view.
Area of Science:
- Biophotonics
- Microfluidics
- Cellular Imaging
Background:
- High-speed imaging is crucial for analyzing single cells in flow.
- Current methods face a trade-off between magnification and throughput.
- Acquiring high-resolution data from wide fields of view remains a challenge.
Purpose of the Study:
- To develop an optofluidic flow cytometer for high-resolution, wide-field imaging of cells.
- To overcome the limitations of magnification versus field of view in cell analysis.
- To enable high-throughput single-cell analysis.
Main Methods:
- Integration of a refractive microlens array (MLA) into a flow cytometer.
- Utilizing an elasto-inertial approach for cell focusing in microfluidic channels.
- Characterization of microlens optical performance via simulations and experiments.
Main Results:
- The optofluidic platform achieves efficient imaging and magnification of micron-sized objects up to 4x.
- Demonstrated capability as an imaging flow cytometer.
- Successfully discriminated between hB and Jurkat cells at high throughputs (up to 50,000 cells/sec).
Conclusions:
- The developed optofluidic flow cytometer effectively addresses the challenge of high-resolution, wide-field imaging.
- The platform offers a significant advancement for high-throughput single-cell analysis.
- Enables efficient discrimination of cell types in flowing environments.
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