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Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth

BACKGROUND: Microcalorimetric bacterial growth studies have illustrated that thermograms differ significantly with both culture media and strain. The present contribution examines the possibility of discriminating between certain bacterial strains by microcalorimetry and the qualitative and quantita...

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Autores principales: Zaharia, Dragos C, Muntean, Alexandru A, Popa, Mihnea G, Steriade, Alexandru T, Balint, Octavian, Micut, Roxana, Iftene, Corneliu, Tofolean, Ioana, Popa, Vlad T, Baicus, Cristian, Bogdan, Miron A, Popa, Mircea I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3727997/
https://www.ncbi.nlm.nih.gov/pubmed/23879872
http://dx.doi.org/10.1186/1471-2180-13-171
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author Zaharia, Dragos C
Muntean, Alexandru A
Popa, Mihnea G
Steriade, Alexandru T
Balint, Octavian
Micut, Roxana
Iftene, Corneliu
Tofolean, Ioana
Popa, Vlad T
Baicus, Cristian
Bogdan, Miron A
Popa, Mircea I
author_facet Zaharia, Dragos C
Muntean, Alexandru A
Popa, Mihnea G
Steriade, Alexandru T
Balint, Octavian
Micut, Roxana
Iftene, Corneliu
Tofolean, Ioana
Popa, Vlad T
Baicus, Cristian
Bogdan, Miron A
Popa, Mircea I
author_sort Zaharia, Dragos C
collection PubMed
description BACKGROUND: Microcalorimetric bacterial growth studies have illustrated that thermograms differ significantly with both culture media and strain. The present contribution examines the possibility of discriminating between certain bacterial strains by microcalorimetry and the qualitative and quantitative contribution of the sample volume to the observed thermograms. Growth patterns of samples of Staphylococcus aureus (ATCC 25923) and Escherichia coli (ATCC 25922) were analyzed. Certain features of the thermograms that may serve to distinguish between these bacterial strains were identified. RESULTS: The thermograms of the two bacterial strains with sample volumes ranging from 0.3 to 0.7 ml and same initial bacterial concentration were analyzed. Both strains exhibit a roughly 2-peak shape that differs by peak amplitude and position along the time scale. Seven parameters corresponding to the thermogram key points related to time and heat flow values were proposed and statistically analyzed. The most relevant parameters appear to be the time to reach a heat flow of 0.05 mW (1.67 ± 0.46 h in E. coli vs. 2.99 ± 0.53 h in S. aureus, p < 0.0001), the time to reach the first peak (3.84 ± 0.5 h vs. 5.17 ± 0.49 h, p < 0.0001) and the first peak value (0.19 ± 0.02 mW vs. 0.086 ± 0.012 mW, p < 0.0001). The statistical analysis on 4 parameters of volume-normalized heat flow thermograms showed that the time to reach a volume-normalized heat flow of 0.1 mW/ml (1.75 ± 0.37 h in E. coli vs. 2.87 ± 0.65 h in S. aureus, p < 0.005), the time to reach the first volume-normalized peak (3.78 ± 0.47 h vs. 5.12 ± 0.52 h, p < 0.0001) and the first volume-normalized peak value (0.35 ± 0.05 mW/ml vs. 0.181 ± 0.040 mW/ml, p < 0.0001) seem to be the most relevant. Peakfit® decomposition and analysis of the observed thermograms complements the statistical analysis via quantitative arguments, indicating that: (1) the first peak pertains to a faster, “dissolved oxygen” bacterial growth (where the dissolved oxygen in the initial suspension acts as a limiting factor); (2) the second peak indicates a slower “diffused oxygen” growth that involves transport of oxygen contained in the unfilled part of the microcalorimetric cell; (3) a strictly fermentative growth component may slightly contribute to the observed complex thermal signal. CONCLUSION: The investigated strains of Staphylococcus aureus and Escherichia coli display, under similar experimental conditions, distinct thermal growth patterns. The two strains can be easily differentiated using a selection of the proposed parameters. The presented Peakfit analysis of the complex thermal signal provides the necessary means for establishing the optimal growth conditions of various bacterial strains. These conditions are needed for the standardization of the isothermal microcalorimetry method in view of its further use in qualitative and quantitative estimation of bacterial growth.
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spelling pubmed-37279972013-08-01 Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth Zaharia, Dragos C Muntean, Alexandru A Popa, Mihnea G Steriade, Alexandru T Balint, Octavian Micut, Roxana Iftene, Corneliu Tofolean, Ioana Popa, Vlad T Baicus, Cristian Bogdan, Miron A Popa, Mircea I BMC Microbiol Research Article BACKGROUND: Microcalorimetric bacterial growth studies have illustrated that thermograms differ significantly with both culture media and strain. The present contribution examines the possibility of discriminating between certain bacterial strains by microcalorimetry and the qualitative and quantitative contribution of the sample volume to the observed thermograms. Growth patterns of samples of Staphylococcus aureus (ATCC 25923) and Escherichia coli (ATCC 25922) were analyzed. Certain features of the thermograms that may serve to distinguish between these bacterial strains were identified. RESULTS: The thermograms of the two bacterial strains with sample volumes ranging from 0.3 to 0.7 ml and same initial bacterial concentration were analyzed. Both strains exhibit a roughly 2-peak shape that differs by peak amplitude and position along the time scale. Seven parameters corresponding to the thermogram key points related to time and heat flow values were proposed and statistically analyzed. The most relevant parameters appear to be the time to reach a heat flow of 0.05 mW (1.67 ± 0.46 h in E. coli vs. 2.99 ± 0.53 h in S. aureus, p < 0.0001), the time to reach the first peak (3.84 ± 0.5 h vs. 5.17 ± 0.49 h, p < 0.0001) and the first peak value (0.19 ± 0.02 mW vs. 0.086 ± 0.012 mW, p < 0.0001). The statistical analysis on 4 parameters of volume-normalized heat flow thermograms showed that the time to reach a volume-normalized heat flow of 0.1 mW/ml (1.75 ± 0.37 h in E. coli vs. 2.87 ± 0.65 h in S. aureus, p < 0.005), the time to reach the first volume-normalized peak (3.78 ± 0.47 h vs. 5.12 ± 0.52 h, p < 0.0001) and the first volume-normalized peak value (0.35 ± 0.05 mW/ml vs. 0.181 ± 0.040 mW/ml, p < 0.0001) seem to be the most relevant. Peakfit® decomposition and analysis of the observed thermograms complements the statistical analysis via quantitative arguments, indicating that: (1) the first peak pertains to a faster, “dissolved oxygen” bacterial growth (where the dissolved oxygen in the initial suspension acts as a limiting factor); (2) the second peak indicates a slower “diffused oxygen” growth that involves transport of oxygen contained in the unfilled part of the microcalorimetric cell; (3) a strictly fermentative growth component may slightly contribute to the observed complex thermal signal. CONCLUSION: The investigated strains of Staphylococcus aureus and Escherichia coli display, under similar experimental conditions, distinct thermal growth patterns. The two strains can be easily differentiated using a selection of the proposed parameters. The presented Peakfit analysis of the complex thermal signal provides the necessary means for establishing the optimal growth conditions of various bacterial strains. These conditions are needed for the standardization of the isothermal microcalorimetry method in view of its further use in qualitative and quantitative estimation of bacterial growth. BioMed Central 2013-07-24 /pmc/articles/PMC3727997/ /pubmed/23879872 http://dx.doi.org/10.1186/1471-2180-13-171 Text en Copyright © 2013 Zaharia et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zaharia, Dragos C
Muntean, Alexandru A
Popa, Mihnea G
Steriade, Alexandru T
Balint, Octavian
Micut, Roxana
Iftene, Corneliu
Tofolean, Ioana
Popa, Vlad T
Baicus, Cristian
Bogdan, Miron A
Popa, Mircea I
Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title_full Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title_fullStr Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title_full_unstemmed Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title_short Comparative analysis of Staphylococcus aureus and Escherichia coli microcalorimetric growth
title_sort comparative analysis of staphylococcus aureus and escherichia coli microcalorimetric growth
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3727997/
https://www.ncbi.nlm.nih.gov/pubmed/23879872
http://dx.doi.org/10.1186/1471-2180-13-171
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