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Updated: Jul 19, 2026

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins
Published on: November 17, 2016
Tools for quantitative and validated measurements of cells
Anne L Plant1, John T Elliott, Alessandro Tona
1National Institute of Standards and Technology, Gaithersburg, MD, USA.
This study details creating collagen thin films as reference materials for consistent cell assays. These standardized surfaces ensure reproducible cell responses, crucial for reliable biological research and high-content screening.
Area of Science:
- Biomaterials Science
- Cell Biology
- Biophysics
Background:
- Extracellular matrix protein structure critically impacts cell behavior and signaling.
- Variations in collagen supramolecular structure influence cell state.
- Standardized cell culture surfaces are essential for reproducible cell-based assays.
Purpose of the Study:
- To describe the preparation of collagen thin films for use as reference materials.
- To enable reproducible and predictable cell responses in assays.
- To facilitate accurate quantification of cell-phenotypic parameters.
Main Methods:
- Preparation of thin films of collagen.
- Utilizing automated fluorescence microscopy for cell analysis.
- Employing high-content screening for phenotypic parameter quantification.
- Development of fluorescent reference materials for assay standardization.
Main Results:
- Demonstrated collagen thin films as effective reference materials.
- Quantified cell morphology, proliferation, and protein expression.
- Achieved instrument-to-instrument and day-to-day interoperability through standardized protocols and reference materials.
- Enabled assessment of reproducible phenotypes in clonal cell populations.
Conclusions:
- Standardized collagen thin films are vital for reproducible cell-based assays.
- Automated microscopy and high-content screening allow precise quantification of cell phenotypes.
- Reference materials and strict protocols ensure assay consistency and data reliability.
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