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Updated: May 6, 2026

Enhanced Reproducibility and Precision of High-Throughput Quantification of Bacterial Growth Data Using a Microplate Reader
Published on: July 27, 2022
Quantitation of microbial growth on surfaces
D E Caldwell1, D K Brannan, M E Morris
1Department of Biology, University of New Mexico, 87131, Albuquerque, New Mexico.
A new equation models initial microbial surface colonization, integrating attachment and growth. This method accurately determines microbial growth rate, outperforming previous techniques and offering a more precise understanding of colonization dynamics.
Area of Science:
- Microbiology
- Biophysics
- Mathematical Biology
Background:
- Microbial surface colonization is crucial in various fields, including medicine and industry.
- Accurate modeling of early colonization phases, encompassing microbial attachment and growth, is essential for understanding biofilm formation.
- Existing methods for calculating microbial growth rates on surfaces often lack precision or are time-consuming.
Purpose of the Study:
- To present a novel equation for describing the initial stages of microbial surface colonization.
- To introduce a method for determining microbial growth rate based on cell density and distribution.
- To compare the proposed colonization equation with the exponential growth equation using published data.
Main Methods:
- Development of a mathematical equation incorporating simultaneous microbial attachment and growth.
- Creation of a table to calculate growth rate from in situ cell density and distribution data.
- Evaluation of existing methods for microbial growth rate determination on surfaces.
Main Results:
- The proposed equation accurately describes the initial phases of microbial surface colonization.
- A new, accurate, and time-efficient procedure for determining microbial growth rate from surface cell data was established.
- Published data on microbial surface colonization were found to align better with the new colonization equation than the exponential growth equation.
Conclusions:
- The new colonization equation provides a more accurate representation of initial microbial surface colonization than the exponential growth model.
- The presented method offers a superior approach for quantifying microbial growth rates on surfaces.
- This work enhances the understanding of microbial colonization dynamics and provides a valuable tool for researchers.
Related Concept Videos
Microbial Growth Measurement: Direct Methods
Microbial Growth Measurement: Indirect Methods
Methods to Assess Microbial Populations
Techniques for Isolation of Pure Cultures

