{"title":"Enumeration of Bacteria in Suspensions Using Time Domain Reflectometry.","authors":"Huan Hu, Yili Lu, Robert Horton, Tusheng Ren","doi":"10.1021/acsmeasuresciau.5c00060","DOIUrl":null,"url":null,"abstract":"<p><p>Microbial detection techniques, such as bacterial counting, are essential in all aspects of environmental monitoring and analysis. However, the standard plate count method for bacterial enumeration with colony-forming units is time-consuming and labor-intensive. In this study, we present a fast and accurate method to count bacteria cells using the technique of time-domain reflectometry (TDR) based on the electrical properties of bacterial cell suspensions. A series of suspensions with various bacterial concentrations were used as the test materials, and the electrical conductivity (σ<sub>a</sub>) was determined using the TDR method. The TDR measured-σ<sub>a</sub> value was converted to the concentration of bacterial suspension using a pre-established standard curve on three types of bacteria, i.e., <i>Bacillus subtilis</i> (<i>B. subtilis</i>), <i>Pseudomonas fluorescens</i> (<i>P. fluorescens</i>), and <i>Escherichia coli</i> (<i>E. coli</i>). The σ<sub>a</sub> values of suspensions increased exponentially with bacteria concentrations, mainly due to the release of Cl<sup>-</sup> and extracellular polymeric substances from the cells that were electrically conductive. For the three types of bacterial strains, the lower detection limits were 6 log CFU mL<sup>-1</sup> for <i>B. subtilis</i>, and 7 log CFU mL<sup>-1</sup> for <i>P. fluorescens</i> and <i>E. coli</i>. Independent evaluation showed that values from the TDR based method matched well with those obtained with the traditional plate count method, with RMSEs of 0.260, 0.166, and 0.198 log CFU mL<sup>-1</sup> for <i>B. subtilis</i>, <i>P. fluorescens</i>, and <i>E. coli</i>, respectively. The TDR based approach provides a fast and accurate means for detecting bacterial cell numbers in suspensions.</p>","PeriodicalId":29800,"journal":{"name":"ACS Measurement Science Au","volume":"5 5","pages":"677-686"},"PeriodicalIF":4.6000,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12532056/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Measurement Science Au","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1021/acsmeasuresciau.5c00060","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/15 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Microbial detection techniques, such as bacterial counting, are essential in all aspects of environmental monitoring and analysis. However, the standard plate count method for bacterial enumeration with colony-forming units is time-consuming and labor-intensive. In this study, we present a fast and accurate method to count bacteria cells using the technique of time-domain reflectometry (TDR) based on the electrical properties of bacterial cell suspensions. A series of suspensions with various bacterial concentrations were used as the test materials, and the electrical conductivity (σa) was determined using the TDR method. The TDR measured-σa value was converted to the concentration of bacterial suspension using a pre-established standard curve on three types of bacteria, i.e., Bacillus subtilis (B. subtilis), Pseudomonas fluorescens (P. fluorescens), and Escherichia coli (E. coli). The σa values of suspensions increased exponentially with bacteria concentrations, mainly due to the release of Cl- and extracellular polymeric substances from the cells that were electrically conductive. For the three types of bacterial strains, the lower detection limits were 6 log CFU mL-1 for B. subtilis, and 7 log CFU mL-1 for P. fluorescens and E. coli. Independent evaluation showed that values from the TDR based method matched well with those obtained with the traditional plate count method, with RMSEs of 0.260, 0.166, and 0.198 log CFU mL-1 for B. subtilis, P. fluorescens, and E. coli, respectively. The TDR based approach provides a fast and accurate means for detecting bacterial cell numbers in suspensions.
期刊介绍:
ACS Measurement Science Au is an open access journal that publishes experimental computational or theoretical research in all areas of chemical measurement science. Short letters comprehensive articles reviews and perspectives are welcome on topics that report on any phase of analytical operations including sampling measurement and data analysis. This includes:Chemical Reactions and SelectivityChemometrics and Data ProcessingElectrochemistryElemental and Molecular CharacterizationImagingInstrumentationMass SpectrometryMicroscale and Nanoscale systemsOmics (Genomics Proteomics Metabonomics Metabolomics and Bioinformatics)Sensors and Sensing (Biosensors Chemical Sensors Gas Sensors Intracellular Sensors Single-Molecule Sensors Cell Chips Arrays Microfluidic Devices)SeparationsSpectroscopySurface analysisPapers dealing with established methods need to offer a significantly improved original application of the method.