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Enumeration of Bacteria in Suspensions Using Time Domain Reflectometry.

Huan Hu1, Yili Lu1, Robert Horton2

  • 1College of Land Science and Technology, China Agricultural University, Beijing 100193, China.

ACS Measurement Science Au
|October 20, 2025
PubMed
Summary

A new time-domain reflectometry (TDR) method rapidly and accurately counts bacterial cells in suspensions. This electrical conductivity-based technique offers a faster alternative to traditional bacterial enumeration methods.

Keywords:
bacterial enumerationbacterial suspensionelectrical conductivityplate count methodtime-domain reflectometry

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Area of Science:

  • Environmental microbiology
  • Analytical chemistry
  • Biosensing technology

Background:

  • Accurate microbial detection is crucial for environmental monitoring.
  • Traditional bacterial counting methods, like plate counts, are slow and labor-intensive.
  • There is a need for faster, more efficient bacterial enumeration techniques.

Purpose of the Study:

  • To develop and validate a rapid bacterial cell counting method using time-domain reflectometry (TDR).
  • To assess the accuracy and efficiency of the TDR method compared to traditional plate counts.
  • To determine the detection limits of the TDR method for specific bacterial strains.

Main Methods:

  • Bacterial cell suspensions of varying concentrations were prepared for three species: Bacillus subtilis, Pseudomonas fluorescens, and Escherichia coli.
  • Electrical conductivity (σa) of suspensions was measured using the time-domain reflectometry (TDR) technique.
  • A standard curve correlating TDR-measured σa with bacterial concentration was established for each species.

Main Results:

  • Electrical conductivity (σa) of bacterial suspensions increased exponentially with bacterial concentration.
  • The TDR method demonstrated lower detection limits of 6 log CFU mL⁻¹ for B. subtilis and 7 log CFU mL⁻¹ for P. fluorescens and E. coli.
  • TDR-based bacterial counts closely matched traditional plate count results, with low root-mean-square errors (RMSEs).

Conclusions:

  • Time-domain reflectometry (TDR) offers a fast and accurate method for enumerating bacterial cells in suspensions.
  • The TDR method's reliance on electrical properties provides a novel approach to microbial detection.
  • This technique has the potential to significantly improve the efficiency of environmental monitoring and analysis.