» Articles » PMID: 30384414

Digital, Rapid, Accurate, and Label-Free Enumeration of Viable Microorganisms Enabled by Custom-Built On-Glass-Slide Culturing Device and Microscopic Scanning

Overview
Journal Sensors (Basel)
Publisher MDPI
Specialty Biotechnology
Date 2018 Nov 3
PMID 30384414
Citations 7
Authors
Affiliations
Soon will be listed here.
Abstract

Accurately measuring the number of viable microorganisms plays an essential role in microbiological studies. Since the conventional agar method of enumerating visible colonies is time-consuming and not accurate, efforts have been made towards overcoming these limitations by counting the invisible micro-colonies. However, none of studies on micro-colony counting was able to save significant time or provide accurate results. Herein, we developed an on-glass-slide cell culture device that enables rapid formation of micro-colonies on a 0.38 mm-thick gel film without suffering from nutrient and oxygen deprivation during bacteria culturing. Employing a phase contrast imaging setup, we achieved rapid microscopic scanning of micro-colonies within a large sample area on the thin film without the need of fluorescent staining. Using () as a demonstration, our technique was able to shorten the culturing time to within 5 h and automatically enumerate the micro-colonies from the phase contrast images. Moreover, this method delivered more accurate counts than the conventional visible colony counting methods. Due to these advantages, this imaging-based micro-colony enumeration technique provides a new platform for the quantification of viable microorganisms.

Citing Articles

Evaluation of phage-based decontamination in respiratory intensive care unit environments using ddPCR and 16S rRNA targeted sequencing techniques.

Shi Y, Zhang W, Li L, Wu W, Li M, Xiao K Front Cell Infect Microbiol. 2024; 14:1442062.

PMID: 39224703 PMC: 11366697. DOI: 10.3389/fcimb.2024.1442062.


High-Throughput Monitoring of Pathogenic Fungal Growth Using Whole Slide Imaging for Rapid Antifungal Susceptibility Assessment.

Song D, Liu H, Huang Y, Dongari-Bagtzoglou A, Lei Y Anal Lett. 2024; 57(15):2412-2425.

PMID: 39005971 PMC: 11245173. DOI: 10.1080/00032719.2023.2297301.


Phase Contrast Image-Based Rapid Antimicrobial Susceptibility Testing of Bacteria in Liquid Culture Media.

Zhang X, Wang X, Bao Y, Shen Z, Xu Y, Wang B Sensors (Basel). 2023; 23(1).

PMID: 36616654 PMC: 9824109. DOI: 10.3390/s23010059.


A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches.

Zhang J, Li C, Rahaman M, Yao Y, Ma P, Zhang J Artif Intell Rev. 2021; 55(4):2875-2944.

PMID: 34602697 PMC: 8478609. DOI: 10.1007/s10462-021-10082-4.


A critical review: Recent advances in "digital" biomolecule detection with single copy sensitivity.

Liu H, Lei Y Biosens Bioelectron. 2021; 177:112901.

PMID: 33472132 PMC: 7836387. DOI: 10.1016/j.bios.2020.112901.


References
1.
Jaeger P, McElfresh C, Wong L, Ideker T . Beyond Agar: Gel Substrates with Improved Optical Clarity and Drug Efficiency and Reduced Autofluorescence for Microbial Growth Experiments. Appl Environ Microbiol. 2015; 81(16):5639-49. PMC: 4510171. DOI: 10.1128/AEM.01327-15. View

2.
Ma B, Zimmermann T, Rohde M, Winkelbach S, He F, Lindenmaier W . Use of Autostitch for automatic stitching of microscope images. Micron. 2006; 38(5):492-9. DOI: 10.1016/j.micron.2006.07.027. View

3.
Baumstummler A, Chollet R, Meder H, Olivieri F, Rouillon S, Waiche G . Development of a nondestructive fluorescence-based enzymatic staining of microcolonies for enumerating bacterial contamination in filterable products. J Appl Microbiol. 2010; 110(1):69-79. DOI: 10.1111/j.1365-2672.2010.04859.x. View

4.
Choi J, Jung Y, Kim J, Kim S, Jung Y, Na H . Rapid antibiotic susceptibility testing by tracking single cell growth in a microfluidic agarose channel system. Lab Chip. 2012; 13(2):280-7. DOI: 10.1039/c2lc41055a. View

5.
Wright S, Centonze V, Stricker S, DeVries P, Paddock S, Schatten G . Introduction to confocal microscopy and three-dimensional reconstruction. Methods Cell Biol. 1993; 38:1-45. DOI: 10.1016/s0091-679x(08)60998-x. View