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Published in: Critical Care 6/2007

Open Access 01-12-2007 | Research

Variation in the PaO2/FiO2 ratio with FiO2: mathematical and experimental description, and clinical relevance

Authors: Dan S Karbing, Søren Kjærgaard, Bram W Smith, Kurt Espersen, Charlotte Allerød, Steen Andreassen, Stephen E Rees

Published in: Critical Care | Issue 6/2007

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Abstract

Introduction

Previous studies have shown through theoretical analyses that the ratio of the partial pressure of oxygen in arterial blood (PaO2) to the inspired oxygen fraction (FiO2) varies with the FiO2 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 PaO2/FiO2 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 PaO2/FiO2 ratio. On each occasion the patients were studied using four to eight different FiO2 values, achieving arterial oxygen saturations in the range 85–100%. At each FiO2 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 PaO2/FiO2 ratio with FiO2, and to quantify how many patients changed disease classification due to variation in the PaO2/FiO2 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 PaO2/FiO2 ratio, disease classification changed in 30% of the patients when changing the FiO2 level.

Conclusion

The PaO2/FiO2 ratio depends on both the FiO2 level and the arterial oxygen saturation level. As a minimum, the FiO2 level at which the PaO2/FiO2 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.
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Literature
1.
go back to reference Amato MB, Barbas CS, Medeiros DM, Schettino G, de P, Lorenzi Filho G, Kairalla RA, Deheinzelin D, Morais C, Fernandes E, de O, Takagaki TY: Beneficial effects of the 'open lung approach' with low distending pressures in acute respiratory distress syndrome. A prospective randomized study on mechanical ventilation. Am J Respir Crit Care Med 1995, 152: 1835-1846.CrossRefPubMed Amato MB, Barbas CS, Medeiros DM, Schettino G, de P, Lorenzi Filho G, Kairalla RA, Deheinzelin D, Morais C, Fernandes E, de O, Takagaki TY: Beneficial effects of the 'open lung approach' with low distending pressures in acute respiratory distress syndrome. A prospective randomized study on mechanical ventilation. Am J Respir Crit Care Med 1995, 152: 1835-1846.CrossRefPubMed
2.
go back to reference Piccinni P, Dan M, Barbacini S, Carraro R, Lieta E, Marafon S, Zamperetti N, Brendolan A, D'Intini V, Tetta C, et al.: Early isovolaemic haemofiltration in oliguric patients with septic shock. Intensive Care Med 2006, 32: 80-86. 10.1007/s00134-005-2815-xCrossRefPubMed Piccinni P, Dan M, Barbacini S, Carraro R, Lieta E, Marafon S, Zamperetti N, Brendolan A, D'Intini V, Tetta C, et al.: Early isovolaemic haemofiltration in oliguric patients with septic shock. Intensive Care Med 2006, 32: 80-86. 10.1007/s00134-005-2815-xCrossRefPubMed
3.
go back to reference Demory D, Michelet P, Arnal JM, Donati S, Forel JM, Gainnier M, Bregeon F, Papazian L: High-frequency oscillatory ventilation following prone positioning prevents a further impairment in oxygenation. Crit Care Med 2007, 35: 106-111. 10.1097/01.CCM.0000251128.60336.FECrossRefPubMed Demory D, Michelet P, Arnal JM, Donati S, Forel JM, Gainnier M, Bregeon F, Papazian L: High-frequency oscillatory ventilation following prone positioning prevents a further impairment in oxygenation. Crit Care Med 2007, 35: 106-111. 10.1097/01.CCM.0000251128.60336.FECrossRefPubMed
4.
go back to reference Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L, Lamy M, Legall JR, Morris A, Spragg R: The American–European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med 1994, 149: 818-824.CrossRefPubMed Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L, Lamy M, Legall JR, Morris A, Spragg R: The American–European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med 1994, 149: 818-824.CrossRefPubMed
5.
go back to reference Artigas A, Bernard GR, Carlet J, Dreyfuss D, Gattinoni L, Hudson L, Lamy M, Marini JJ, Matthay MA, Pinsky MR, et al.: The American–European Consensus Conference on ARDS, part 2: ventilatory, pharmacologic, supportive therapy, study design strategies, and issues related to recovery and remodeling. Am J Respir Crit Care Med 1998, 157: 1332-1347.CrossRefPubMed Artigas A, Bernard GR, Carlet J, Dreyfuss D, Gattinoni L, Hudson L, Lamy M, Marini JJ, Matthay MA, Pinsky MR, et al.: The American–European Consensus Conference on ARDS, part 2: ventilatory, pharmacologic, supportive therapy, study design strategies, and issues related to recovery and remodeling. Am J Respir Crit Care Med 1998, 157: 1332-1347.CrossRefPubMed
6.
go back to reference Aboab J, Louis B, Jonson B, Brochard L: Relation between PaO 2 /F I O 2 ratio and F I O2: a mathematical description. Intensive Care Med 2006, 32: 1494-1497. 10.1007/s00134-006-0337-9CrossRefPubMed Aboab J, Louis B, Jonson B, Brochard L: Relation between PaO 2 /F I O 2 ratio and F I O2: a mathematical description. Intensive Care Med 2006, 32: 1494-1497. 10.1007/s00134-006-0337-9CrossRefPubMed
7.
go back to reference Gowda MS, Klocke RA: Variability of indices of hypoxaemia in adult respiratory distress syndrome. Crit Care Med 1997, 25: 41-45. 10.1097/00003246-199701000-00010CrossRefPubMed Gowda MS, Klocke RA: Variability of indices of hypoxaemia in adult respiratory distress syndrome. Crit Care Med 1997, 25: 41-45. 10.1097/00003246-199701000-00010CrossRefPubMed
8.
go back to reference Whiteley JP, Gavaghan DJ, Hahn CEW: Variation of venous admixture, SF 6 shunt, PaO 2 , and the PaO 2 /FIO 2 ratio with FIO 2 . Br J Anaesth 2002, 88: 771-778. 10.1093/bja/88.6.771CrossRefPubMed Whiteley JP, Gavaghan DJ, Hahn CEW: Variation of venous admixture, SF 6 shunt, PaO 2 , and the PaO 2 /FIO 2 ratio with FIO 2 . Br J Anaesth 2002, 88: 771-778. 10.1093/bja/88.6.771CrossRefPubMed
9.
go back to reference Wagner PD, Saltzman HA, West JB: Measurement of continuous distributions of ventilation–perfusion ratios: theory. J Appl Physiol 1974, 36: 588-599.PubMed Wagner PD, Saltzman HA, West JB: Measurement of continuous distributions of ventilation–perfusion ratios: theory. J Appl Physiol 1974, 36: 588-599.PubMed
10.
go back to reference Andreassen S, Rees SE, Kjaergaard S, Thorgaard P, Winter SM, Morgan CJ, Alstrup P, Toft E: Hypoxemia after coronary bypass surgery modeled by resistance to oxygen diffusion. Crit Care Med 1999, 27: 2445-2453. 10.1097/00003246-199911000-00021CrossRefPubMed Andreassen S, Rees SE, Kjaergaard S, Thorgaard P, Winter SM, Morgan CJ, Alstrup P, Toft E: Hypoxemia after coronary bypass surgery modeled by resistance to oxygen diffusion. Crit Care Med 1999, 27: 2445-2453. 10.1097/00003246-199911000-00021CrossRefPubMed
11.
go back to reference Kjærgaard S, Rees SE, Nielsen JA, Freundlich M, Thorgaard P, Andreassen S: Modelling of hypoxaemia after gynaecological laparotomy. Acta Anaesthesiol Scand 2001, 45: 349-356. 10.1034/j.1399-6576.2001.045003349.xCrossRefPubMed Kjærgaard S, Rees SE, Nielsen JA, Freundlich M, Thorgaard P, Andreassen S: Modelling of hypoxaemia after gynaecological laparotomy. Acta Anaesthesiol Scand 2001, 45: 349-356. 10.1034/j.1399-6576.2001.045003349.xCrossRefPubMed
12.
go back to reference de Gray L, Rush EM, Jones JG: A noninvasive method for evaluating the effect of thoracotomy on shunt and ventilation perfusion inequality. Anaesthesia 1997, 52: 630-635. 10.1111/j.1365-2044.1997.153-az0159.xCrossRefPubMed de Gray L, Rush EM, Jones JG: A noninvasive method for evaluating the effect of thoracotomy on shunt and ventilation perfusion inequality. Anaesthesia 1997, 52: 630-635. 10.1111/j.1365-2044.1997.153-az0159.xCrossRefPubMed
13.
go back to reference Rees SE, Kjaergaard S, Thorgaard P, Malczynski J, Toft E, Andreassen S: The Automatic Lung Parameter Estimator (ALPE) system: non-invasive estimation of pulmonary gas exchange parameters in 10–15 minutes. J Clin Monit Comput 2002, 17: 43-52. 10.1023/A:1015456818195CrossRefPubMed Rees SE, Kjaergaard S, Thorgaard P, Malczynski J, Toft E, Andreassen S: The Automatic Lung Parameter Estimator (ALPE) system: non-invasive estimation of pulmonary gas exchange parameters in 10–15 minutes. J Clin Monit Comput 2002, 17: 43-52. 10.1023/A:1015456818195CrossRefPubMed
14.
go back to reference Kjaergaard S, Rees S, Malczynski J, Nielsen JA, Thorgaard P, Toft E, Andreassen S: Non-invasive estimation of shunt and ventilation–perfusion mismatch. Intensive Care Med 2003, 29: 727-734.PubMed Kjaergaard S, Rees S, Malczynski J, Nielsen JA, Thorgaard P, Toft E, Andreassen S: Non-invasive estimation of shunt and ventilation–perfusion mismatch. Intensive Care Med 2003, 29: 727-734.PubMed
15.
go back to reference Kjaergaard S, Rees SE, Grønlund J, Lambert P, Nielsen EM, Thorgaard P, Andreassen S: Hypoxaemia after cardiac surgery: clinical application of a model of pulmonary gas exchange. Eur J Anaesthesiol 2004, 21: 296-301. 10.1017/S0265021504004089CrossRefPubMed Kjaergaard S, Rees SE, Grønlund J, Lambert P, Nielsen EM, Thorgaard P, Andreassen S: Hypoxaemia after cardiac surgery: clinical application of a model of pulmonary gas exchange. Eur J Anaesthesiol 2004, 21: 296-301. 10.1017/S0265021504004089CrossRefPubMed
16.
go back to reference Rasmussen BS, Sollid S, Rees SE, Kjaergaard S, Murley D, Toft E: Oxygenation within the first 120 h following coronary artery bypass grafting. Influence of systemic hypothermia (32 degrees C) or normothermia (36 degrees C) during the cardiopulmonary bypass: a randomized clinical trial. Acta Anaesthesiol Scand 2006, 50: 64-71. 10.1111/j.1399-6576.2006.00897.xCrossRefPubMed Rasmussen BS, Sollid S, Rees SE, Kjaergaard S, Murley D, Toft E: Oxygenation within the first 120 h following coronary artery bypass grafting. Influence of systemic hypothermia (32 degrees C) or normothermia (36 degrees C) during the cardiopulmonary bypass: a randomized clinical trial. Acta Anaesthesiol Scand 2006, 50: 64-71. 10.1111/j.1399-6576.2006.00897.xCrossRefPubMed
17.
go back to reference Altman DG: Practical Statistics for Medical Research. London: Chapman and Hall; 1991. Altman DG: Practical Statistics for Medical Research. London: Chapman and Hall; 1991.
18.
go back to reference Kohavi R, Provost F: Glossary of terms. Mach Learn 1998, 30: 271-274. 10.1023/A:1017181826899CrossRef Kohavi R, Provost F: Glossary of terms. Mach Learn 1998, 30: 271-274. 10.1023/A:1017181826899CrossRef
19.
go back to reference Gluck E, Sarrigianidis A, Dellinger RP: Mechanical ventilation. In Critical Care Medicine. 2nd edition. Edited by: Parrillo JE, Dellinger RP. St Louis, MO: Mosby; 2002:137-161. Gluck E, Sarrigianidis A, Dellinger RP: Mechanical ventilation. In Critical Care Medicine. 2nd edition. Edited by: Parrillo JE, Dellinger RP. St Louis, MO: Mosby; 2002:137-161.
20.
go back to reference Riley RL, Cournand A: Analysis of factors affecting partial pressures of oxygen and carbon dioxide in gas and blood of lungs; theory. J Appl Physiol 1951, 4: 77-101.PubMed Riley RL, Cournand A: Analysis of factors affecting partial pressures of oxygen and carbon dioxide in gas and blood of lungs; theory. J Appl Physiol 1951, 4: 77-101.PubMed
Metadata
Title
Variation in the PaO2/FiO2 ratio with FiO2: mathematical and experimental description, and clinical relevance
Authors
Dan S Karbing
Søren Kjærgaard
Bram W Smith
Kurt Espersen
Charlotte Allerød
Steen Andreassen
Stephen E Rees
Publication date
01-12-2007
Publisher
BioMed Central
Published in
Critical Care / Issue 6/2007
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/cc6174

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