CO2-sensitive inks for the rapid measurement of total viable count (TVC) using micro-respirometry

Abstract

At present, micro-respirometry for measuring total viable count, O2 μR-TVC, is based on the time taken, TT, for an inoculum to significantly reduce the dissolved O2 level (typically from 21% to ≤ 10.5%). Here, a simple kinetic model relevant to μR-TVC is presented which describes the growth of the bacteria from an initial inoculum, No, to a maximum level, Nmax, and concomitant consumption of O2 and generation of CO2, in which the half-way time point, Image ID:d5sd00078e-t1.gif, corresponds to Nmax/No = 0.5, at which point %O2 = %CO2 = 10.5%. The model shows that it is not possible to reduce the TT in O2 μR-TVC below Image ID:d5sd00078e-t2.gif, as TT increases above Image ID:d5sd00078e-t3.gif with increasing sensitivity of the O2 sensor. In contrast, the same model shows that if a CO2 sensor is used instead, TT can be reduced significantly below Image ID:d5sd00078e-t4.gif and consequently CO2 μR-TVC could be made much faster than conventional O2 μR-TVC. To test this model prediction, a range of colourimetric CO2 sensors of varying sensitivity, α, were prepared and used to make CO2 μR-TVC measurements. The results confirm that the greater the sensitivity of the sensor, the shorter the TT, as predicted by the kinetic model. Two CO2 indicators, one of moderate sensitivity and one of high sensitivity were used to generate straight-line log(CFU mL−1) vs. TT calibration plots, which can then be used to determine the unknown TVCs of subsequent samples. The future of CO2 μR-TVC as a possible new, faster alternative to conventional O2 μR-TVC is discussed briefly.

Graphical abstract: CO2-sensitive inks for the rapid measurement of total viable count (TVC) using micro-respirometry

Supplementary files

Article information

Article type
Paper
Submitted
27 May 2025
Accepted
30 Jun 2025
First published
03 Jul 2025
This article is Open Access
Creative Commons BY license

Sens. Diagn., 2025, Advance Article

CO2-sensitive inks for the rapid measurement of total viable count (TVC) using micro-respirometry

S. Cross, C. O'Rourke and A. Mills, Sens. Diagn., 2025, Advance Article , DOI: 10.1039/D5SD00078E

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