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Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance
INTRODUCTION: Previous studies have shown through theoretical analyses that the ratio of the partial pressure of oxygen in arterial blood (PaO(2)) to the inspired oxygen fraction (FiO(2)) varies with the FiO(2 )level. The aim of the present study was to evaluate the relevance of this variation both...
Autores principales: | , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2007
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2246207/ https://www.ncbi.nlm.nih.gov/pubmed/17988390 http://dx.doi.org/10.1186/cc6174 |
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author | Karbing, Dan S Kjærgaard, Søren Smith, Bram W Espersen, Kurt Allerød, Charlotte Andreassen, Steen Rees, Stephen E |
author_facet | Karbing, Dan S Kjærgaard, Søren Smith, Bram W Espersen, Kurt Allerød, Charlotte Andreassen, Steen Rees, Stephen E |
author_sort | Karbing, Dan S |
collection | PubMed |
description | INTRODUCTION: Previous studies have shown through theoretical analyses that the ratio of the partial pressure of oxygen in arterial blood (PaO(2)) to the inspired oxygen fraction (FiO(2)) varies with the FiO(2 )level. The aim of the present study was to evaluate the relevance of this variation both theoretically and experimentally using mathematical model simulations, comparing these ratio simulations with PaO(2)/FiO(2 )ratios measured in a range of different patients. METHODS: The study was designed as a retrospective study using data from 36 mechanically ventilated patients and 57 spontaneously breathing patients studied on one or more occasions. Patients were classified into four disease groups (normal, mild hypoxemia, acute lung injury and acute respiratory distress syndrome) according to their PaO(2)/FiO(2 )ratio. On each occasion the patients were studied using four to eight different FiO(2 )values, achieving arterial oxygen saturations in the range 85–100%. At each FiO(2 )level, measurements were taken of ventilation, of arterial acid–base and of oxygenation status. Two mathematical models were fitted to the data: a one-parameter 'effective shunt' model, and a two-parameter shunt and ventilation/perfusion model. These models and patient data were used to investigate the variation in the PaO(2)/FiO(2 )ratio with FiO(2), and to quantify how many patients changed disease classification due to variation in the PaO(2)/FiO(2 )ratio. An F test was used to assess the statistical difference between the two models' fit to the data. A confusion matrix was used to quantify the number of patients changing disease classification. RESULTS: The two-parameter model gave a statistically better fit to patient data (P < 0.005). When using this model to simulate variation in the PaO(2)/FiO(2 )ratio, disease classification changed in 30% of the patients when changing the FiO(2 )level. CONCLUSION: The PaO(2)/FiO(2 )ratio depends on both the FiO(2 )level and the arterial oxygen saturation level. As a minimum, the FiO(2 )level at which the PaO(2)/FiO(2 )ratio is measured should be defined when quantifying the effects of therapeutic interventions or when specifying diagnostic criteria for acute lung injury and acute respiratory distress syndrome. Alternatively, oxygenation problems could be described using parameters describing shunt and ventilation/perfusion mismatch. |
format | Text |
id | pubmed-2246207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-22462072008-02-20 Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance Karbing, Dan S Kjærgaard, Søren Smith, Bram W Espersen, Kurt Allerød, Charlotte Andreassen, Steen Rees, Stephen E Crit Care Research INTRODUCTION: Previous studies have shown through theoretical analyses that the ratio of the partial pressure of oxygen in arterial blood (PaO(2)) to the inspired oxygen fraction (FiO(2)) varies with the FiO(2 )level. The aim of the present study was to evaluate the relevance of this variation both theoretically and experimentally using mathematical model simulations, comparing these ratio simulations with PaO(2)/FiO(2 )ratios measured in a range of different patients. METHODS: The study was designed as a retrospective study using data from 36 mechanically ventilated patients and 57 spontaneously breathing patients studied on one or more occasions. Patients were classified into four disease groups (normal, mild hypoxemia, acute lung injury and acute respiratory distress syndrome) according to their PaO(2)/FiO(2 )ratio. On each occasion the patients were studied using four to eight different FiO(2 )values, achieving arterial oxygen saturations in the range 85–100%. At each FiO(2 )level, measurements were taken of ventilation, of arterial acid–base and of oxygenation status. Two mathematical models were fitted to the data: a one-parameter 'effective shunt' model, and a two-parameter shunt and ventilation/perfusion model. These models and patient data were used to investigate the variation in the PaO(2)/FiO(2 )ratio with FiO(2), and to quantify how many patients changed disease classification due to variation in the PaO(2)/FiO(2 )ratio. An F test was used to assess the statistical difference between the two models' fit to the data. A confusion matrix was used to quantify the number of patients changing disease classification. RESULTS: The two-parameter model gave a statistically better fit to patient data (P < 0.005). When using this model to simulate variation in the PaO(2)/FiO(2 )ratio, disease classification changed in 30% of the patients when changing the FiO(2 )level. CONCLUSION: The PaO(2)/FiO(2 )ratio depends on both the FiO(2 )level and the arterial oxygen saturation level. As a minimum, the FiO(2 )level at which the PaO(2)/FiO(2 )ratio is measured should be defined when quantifying the effects of therapeutic interventions or when specifying diagnostic criteria for acute lung injury and acute respiratory distress syndrome. Alternatively, oxygenation problems could be described using parameters describing shunt and ventilation/perfusion mismatch. BioMed Central 2007 2007-11-07 /pmc/articles/PMC2246207/ /pubmed/17988390 http://dx.doi.org/10.1186/cc6174 Text en Copyright © 2007 Karbing 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 Karbing, Dan S Kjærgaard, Søren Smith, Bram W Espersen, Kurt Allerød, Charlotte Andreassen, Steen Rees, Stephen E Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title | Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title_full | Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title_fullStr | Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title_full_unstemmed | Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title_short | Variation in the PaO(2)/FiO(2 )ratio with FiO(2): mathematical and experimental description, and clinical relevance |
title_sort | variation in the pao(2)/fio(2 )ratio with fio(2): mathematical and experimental description, and clinical relevance |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2246207/ https://www.ncbi.nlm.nih.gov/pubmed/17988390 http://dx.doi.org/10.1186/cc6174 |
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