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Updated: Oct 3, 2025

Imaging- and Flow Cytometry-based Analysis of Cell Position and the Cell Cycle in 3D Melanoma Spheroids
Published on: December 28, 2015
A high-throughput technique to map cell images to cell positions using a 3D imaging flow cytometer
Zunming Zhang1, Rui Tang1, Xinyu Chen1
1Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA 92093.
We developed a high-throughput imaging flow cytometry technique to map nonadherent cell positions to their 3D images. This method accurately tracks over 100,000 cells in under 10 minutes, bridging imaging and molecular analysis.
Area of Science:
- Biotechnology
- Cell Biology
- Imaging Science
Background:
- Existing spatial biology methods are unsuitable for nonadherent cells.
- Accurate spatial mapping of single cells is crucial for understanding biological processes.
Purpose of the Study:
- To develop a high-throughput technique for relating individual nonadherent cell positions to their 3D imaging features.
- To enable single-cell resolution spatial mapping for cells not amenable to traditional tissue-based methods.
Main Methods:
- Utilized a custom 3D imaging flow cytometer (3D-IFC) for high-throughput 3D cell imaging (500-1,000 cells/s).
- Employed a robotic cell placement platform (CPP) for first-in-first-out (FIFO) cell dispensing.
- Developed a marker bead and DNA sequencing method to detect and prevent FIFO errors.
Main Results:
- Successfully mapped 3D scattering, fluorescent, and 2D transmission images of ~100,000 human cancer cells to their locations in under 10 minutes.
- Demonstrated the feasibility of high-throughput spatial mapping for nonadherent cells.
- Validated the accuracy of the cell placement and error detection system.
Conclusions:
- The developed technique provides a robust method for high-throughput spatial mapping of nonadherent cells.
- This technology bridges the gap between single-cell image analysis and single-cell molecular analysis.
- The methodology is adaptable to various imaging modalities beyond the custom 3D-IFC.
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