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Updated: Jul 4, 2026

Artificial Intelligence Approaches to Assessing Primary Cilia
Published on: May 1, 2021
Protocol for measuring cilium length using 3D confocal fluorescence microscopy, CiliaQ software, and a quality
Daniel Burgdorf1, Seniz Yüksel1, Katharina Sieckmann1
1Institute of Innate Immunity, Medical Faculty, University of Bonn, 53127 Bonn, Germany.
This study details a protocol for imaging primary cilia length in cell cultures. It introduces CiliaQ and CiliaQ Explorer tools for analyzing cilium length and performing statistical analysis, aiding research on cellular signaling.
Area of Science:
- Cell Biology
- Microscopy Techniques
- Bioinformatics
Background:
- Primary cilia act as cellular antennas, sensing extracellular signals.
- Cilia length is crucial for signal transduction and cellular responses.
- Changes in cilia length impact biological functions.
Purpose of the Study:
- To present a standardized protocol for imaging primary cilia in 2D cell cultures.
- To introduce computational tools for analyzing cilia length and associated data.
- To facilitate quantitative studies on cilia length dynamics.
Main Methods:
- Immunofluorescence staining of primary cilia.
- Confocal microscopy for high-resolution imaging.
- Utilizing the CiliaQ plugin in Fiji/ImageJ for length measurement.
- Employing CiliaQ Explorer (Python pipeline) for data analysis and statistics.
Main Results:
- A reproducible protocol for cilia imaging and length analysis is established.
- CiliaQ and CiliaQ Explorer enable efficient data processing and statistical assessment.
- The workflow allows for quality control and visualization of cilia length data.
Conclusions:
- The presented protocol and tools streamline the quantitative analysis of primary cilia length.
- This methodology supports research into how cilia length variations affect cellular functions.
- Accurate cilia length measurement is vital for understanding cilia-mediated signaling pathways.
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