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Updated: Dec 8, 2025

High-throughput Screening of Chemical Compounds to Elucidate Their Effects on Bacterial Persistence
Published on: February 23, 2021
Evaluating nitrite oxidizing organism survival under different nitrite concentrations.
Bing Liu1, Yifan Li2, Jinzhu Wu2
1Resources and Environment Innovation Institute, School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, 250101, China E-mail: b-liu@sdjzu.edu.cn; Faculty of Environmental Engineering, University of Kitakyushu, 1-1, Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan.
This study optimizes live/dead bacterial staining for nitrite oxidizing organisms (NOO). A new two-step decay model accurately quantifies bacterial survival and chemical oxygen demand (COD) under high nitrite conditions.
Area of Science:
- Environmental microbiology
- Wastewater treatment
Background:
- Live/dead bacterial staining is crucial for assessing microbial activity in wastewater treatment.
- Current methods struggle to quantify soluble chemical oxygen demand (COD) from decaying bacterial cells.
- Nitrite oxidizing organisms (NOO) are key players in nitrification, but their response to inhibition needs better modeling.
Purpose of the Study:
- To optimize pre-treatment and statistical methods for live/dead bacterial staining of NOO.
- To develop a two-step decay model for accurate analysis of bacterial survival and COD during decay stages.
- To investigate the impact of high nitrite concentrations on NOO and model the disintegration of particulate dead cells into soluble COD.
Main Methods:
- Optimized pre-treatment using a three-level ultrasonic wave (45 seconds).
- Employed 30 sets of data with a 95% confidence interval for statistical analysis.
- Developed and applied a two-step decay model for NOO inhibition studies under high nitrite conditions.
Main Results:
- Established optimal pre-treatment and statistical parameters for reliable bacterial staining.
- The two-step decay model accurately simulated NOO inhibition tests, including oxygen uptake rates and total COD.
- Quantified the disintegration of particulate dead cells into soluble COD, enhanced by nitrite.
Conclusions:
- The optimized staining and modeling approach provides a robust method for evaluating NOO viability and performance.
- The two-step decay model enhances the scientific understanding of bacterial decay kinetics in wastewater treatment.
- This research offers improved tools for managing nitrification processes under challenging conditions like high nitrite levels.
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