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A dynamic regression analysis tool for quantitative assessment of bacterial growth written in Python.

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Herein, an open-source method to generate quantitative bacterial growth data from high-throughput microplate assays is described. The bacterial lag time, maximum specific growth rate, doubling time and delta OD are… Click to show full abstract

Herein, an open-source method to generate quantitative bacterial growth data from high-throughput microplate assays is described. The bacterial lag time, maximum specific growth rate, doubling time and delta OD are reported. Our method was validated by carbohydrate utilization of lactobacilli, and visual inspection revealed 94% of regressions were deemed excellent.

Keywords: regression analysis; analysis tool; tool quantitative; dynamic regression; bacterial growth; growth

Journal Title: Journal of microbiological methods
Year Published: 2017

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