Skip to main content
Top
Published in: Journal of Clinical Monitoring and Computing 4/2023

Open Access 21-01-2023 | Care | Original Research

Agreement between pulse oximetry and arterial oxygen saturation measurement in critical care patients during COVID-19: a cross-sectional study

Authors: Arthur James, Matthieu Petit, Flore Biancale, Adrien Bougle, Vincent Degos, Antoine Monsel, Antoine Vieillard-Baron, Jean-Michel Constantin

Published in: Journal of Clinical Monitoring and Computing | Issue 4/2023

Login to get access

Abstract

Some publications suggest that pulse oximetry measurement (SpO2) might overestimate arterial oxygen saturation (SaO2) measurement in COVID-19 patients. This study aims to evaluate the agreement between SpO2 and SaO2 among COVID-19 and non-COVID-19 patients. We conducted a multicenter, prospective study including consecutive intensive care patients from October 15, 2020, to March 4, 2021, and compared for each measurement the difference between SpO2 and SaO2, also called the systematic bias. The primary endpoint was the agreement between SpO2 and SaO2 measured with the Lin concordance coefficient and illustrated using the Bland and Altman method. Factors associated with systematic bias were then identified using a generalised estimating equation. The study included 105 patients, 66 COVID-19 positive and 39 COVID-19 negative, allowing for 1539 measurements. The median age was 66 [57; 72] years with median SOFA and SAPSII scores of, respectively, 4 [3; 6] and 37 [31; 47]. The median SpO2 and SaO2 among all measurements was respectively 97 [96–99] and 94 [92–96] with a systematic bias of 0.80 [− 0.6; 2.4]. This difference was, respectively, 0.80 [− 0.7; 2.5] and 0.90 [− 0.3; 2.0] among COVID-19 positive and negative patients. Overall agreement measured with the Lin correlation coefficient was 0.65 [0.63; 0.68] with 0.61 [0.57; 0.64] and 0.53 [0.45; 0.60] among the COVID-19 positive and negative groups, respectively. Factors independently associated with the variation of the SpO2-SaO2 difference were the PaO2/FiO2 ratio and need for mechanical ventilation. In our population, agreement between SpO2 and SaO2 is acceptable. During the COVID-19 pandemic, SaO2 remains an efficient monitoring tool to characterise the level of hypoxemia and follow therapeutic interventions. As is already known about general intensive care unit patients, the greater hypoxemia, the weaker the correlation between SpO2 and SaO2.
Appendix
Available only for authorised users
Literature
1.
go back to reference Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A novel coronavirus from patients with pneumonia in China, 2019. N Engl J Med. 2020;382(8):727–33.CrossRefPubMedPubMedCentral Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A novel coronavirus from patients with pneumonia in China, 2019. N Engl J Med. 2020;382(8):727–33.CrossRefPubMedPubMedCentral
2.
go back to reference Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese center for disease control and prevention. JAMA. 2020;323(13):1239.CrossRefPubMed Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese center for disease control and prevention. JAMA. 2020;323(13):1239.CrossRefPubMed
3.
go back to reference Wang D, Hu B, Hu C, Zhu F, Liu X, Zhang J, et al. Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus-infected pneumonia in Wuhan, China. JAMA. 2020;323(11):1061.CrossRefPubMedPubMedCentral Wang D, Hu B, Hu C, Zhu F, Liu X, Zhang J, et al. Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus-infected pneumonia in Wuhan, China. JAMA. 2020;323(11):1061.CrossRefPubMedPubMedCentral
4.
go back to reference Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. Lancet. 2020;395(10223):507–13.CrossRefPubMedPubMedCentral Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. Lancet. 2020;395(10223):507–13.CrossRefPubMedPubMedCentral
5.
go back to reference Collins JA, Rudenski A, Gibson J, Howard L, O’Driscoll R. Relating oxygen partial pressure, saturation and content: the haemoglobin–oxygen dissociation curve. Breathe. 2015;11(3):194–201.CrossRefPubMedPubMedCentral Collins JA, Rudenski A, Gibson J, Howard L, O’Driscoll R. Relating oxygen partial pressure, saturation and content: the haemoglobin–oxygen dissociation curve. Breathe. 2015;11(3):194–201.CrossRefPubMedPubMedCentral
6.
go back to reference Gattinoni L, Vassalli F, Romitti F. Benefits and risks of the P/F approach. Intensive Care Med. 2018;44(12):2245–7.CrossRefPubMed Gattinoni L, Vassalli F, Romitti F. Benefits and risks of the P/F approach. Intensive Care Med. 2018;44(12):2245–7.CrossRefPubMed
9.
go back to reference Chan ED, Chan MM, Chan MM. Pulse oximetry: understanding its basic principles facilitates appreciation of its limitations. Respir Med. 2013;107(6):789–99.CrossRefPubMed Chan ED, Chan MM, Chan MM. Pulse oximetry: understanding its basic principles facilitates appreciation of its limitations. Respir Med. 2013;107(6):789–99.CrossRefPubMed
10.
11.
go back to reference Roca O, Messika J, Caralt B, García-de-Acilu M, Sztrymf B, Ricard JD, et al. Predicting success of high-flow nasal cannula in pneumonia patients with hypoxemic respiratory failure: the utility of the ROX index. J Crit Care. 2016;35:200–5.CrossRefPubMed Roca O, Messika J, Caralt B, García-de-Acilu M, Sztrymf B, Ricard JD, et al. Predicting success of high-flow nasal cannula in pneumonia patients with hypoxemic respiratory failure: the utility of the ROX index. J Crit Care. 2016;35:200–5.CrossRefPubMed
12.
go back to reference Riviello ED, Kiviri W, Twagirumugabe T, Mueller A, Banner-Goodspeed VM, Officer L, et al. Hospital incidence and outcomes of the acute respiratory distress syndrome using the kigali modification of the berlin definition. Am J Respir Crit Care Med. 2016;193(1):52–9.CrossRefPubMed Riviello ED, Kiviri W, Twagirumugabe T, Mueller A, Banner-Goodspeed VM, Officer L, et al. Hospital incidence and outcomes of the acute respiratory distress syndrome using the kigali modification of the berlin definition. Am J Respir Crit Care Med. 2016;193(1):52–9.CrossRefPubMed
13.
go back to reference Pandharipande PP, Shintani AK, Hagerman HE, St Jacques PJ, Rice TW, Sanders NW, et al. Derivation and validation of Spo2/Fio2 ratio to impute for Pao2/Fio2 ratio in the respiratory component of the sequential organ failure assessment score*. Crit Care Med. 2009;37(4):1317–21.CrossRefPubMedPubMedCentral Pandharipande PP, Shintani AK, Hagerman HE, St Jacques PJ, Rice TW, Sanders NW, et al. Derivation and validation of Spo2/Fio2 ratio to impute for Pao2/Fio2 ratio in the respiratory component of the sequential organ failure assessment score*. Crit Care Med. 2009;37(4):1317–21.CrossRefPubMedPubMedCentral
14.
go back to reference Wiles MD, El-Nayal A, Elton G, Malaj M, Winterbottom J, Gillies C, et al. The effect of patient ethnicity on the accuracy of peripheral pulse oximetry in patients with COVID-19 pneumonitis: a single-centre, retrospective analysis. Anaesthesia. 2021;77(2):143–52.CrossRefPubMedPubMedCentral Wiles MD, El-Nayal A, Elton G, Malaj M, Winterbottom J, Gillies C, et al. The effect of patient ethnicity on the accuracy of peripheral pulse oximetry in patients with COVID-19 pneumonitis: a single-centre, retrospective analysis. Anaesthesia. 2021;77(2):143–52.CrossRefPubMedPubMedCentral
15.
go back to reference Louw A, Cracco C, Cerf C, Harf A, Duvaldestin P, Lemaire F, et al. Accuracy of pulse oximetry in the intensive care unit. Intensive Care Med. 2001;27(10):1606–13.CrossRefPubMed Louw A, Cracco C, Cerf C, Harf A, Duvaldestin P, Lemaire F, et al. Accuracy of pulse oximetry in the intensive care unit. Intensive Care Med. 2001;27(10):1606–13.CrossRefPubMed
16.
go back to reference Kelly AM, Mcalpine R, Kyle E. How accurate are pulse oximeters in patients with acute exacerbations of chronic obstructive airways disease? Respir Med. 2001;95(5):336–40.CrossRefPubMed Kelly AM, Mcalpine R, Kyle E. How accurate are pulse oximeters in patients with acute exacerbations of chronic obstructive airways disease? Respir Med. 2001;95(5):336–40.CrossRefPubMed
17.
go back to reference Veickemans F, Baele PL. More about jaundice and oximetry. Anesth Analg. 1990;70(3):335–6. Veickemans F, Baele PL. More about jaundice and oximetry. Anesth Analg. 1990;70(3):335–6.
18.
go back to reference Bickler PE, Feiner J, Severinghaus J. Effects of skin pigmentation on pulse oximeter accuracy at low saturation. Anesthesiology. 2005;102(4):5.CrossRef Bickler PE, Feiner J, Severinghaus J. Effects of skin pigmentation on pulse oximeter accuracy at low saturation. Anesthesiology. 2005;102(4):5.CrossRef
19.
go back to reference Secker C, Spiers P. Accuracy of pulse oximetry in patients with low systemic vascular resistance. Anaesthesia. 1997;52(2):127–30.CrossRefPubMed Secker C, Spiers P. Accuracy of pulse oximetry in patients with low systemic vascular resistance. Anaesthesia. 1997;52(2):127–30.CrossRefPubMed
20.
go back to reference Wilson BJ, Cowan HJ, Lord JA, Zuege DJ, Zygun DA. The accuracy of pulse oximetry in emergency department patients with severe sepsis and septic shock: a retrospective cohort study. BMC Emerg Med. 2010;10:9. Wilson BJ, Cowan HJ, Lord JA, Zuege DJ, Zygun DA. The accuracy of pulse oximetry in emergency department patients with severe sepsis and septic shock: a retrospective cohort study. BMC Emerg Med. 2010;10:9.
21.
go back to reference Wilson-Baig N, McDonnell T, Bentley A. Discrepancy between SpO2 and SaO2 in patients with COVID-19. Anaesthesia. 2021;76(Suppl 3):3–29. Wilson-Baig N, McDonnell T, Bentley A. Discrepancy between SpO2 and SaO2 in patients with COVID-19. Anaesthesia. 2021;76(Suppl 3):3–29.
22.
go back to reference Sarikonda KV, Ribeiro RS, Herrick JL, Hoyer JD. Hemoglobin lansing: a novel hemoglobin variant causing falsely decreased oxygen saturation by pulse oximetry. Am J Hematol. 2008;84(8):541–541.CrossRef Sarikonda KV, Ribeiro RS, Herrick JL, Hoyer JD. Hemoglobin lansing: a novel hemoglobin variant causing falsely decreased oxygen saturation by pulse oximetry. Am J Hematol. 2008;84(8):541–541.CrossRef
23.
go back to reference von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007;335(7624):806–8.CrossRef von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007;335(7624):806–8.CrossRef
24.
go back to reference Bland J, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8(1):307–10.CrossRef Bland J, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8(1):307–10.CrossRef
25.
go back to reference Myles PS, Cui J. Using the Bland-Altman method to measure agreement with repeated measures. Br J Anaesth. 2007;99(3):309–11.CrossRefPubMed Myles PS, Cui J. Using the Bland-Altman method to measure agreement with repeated measures. Br J Anaesth. 2007;99(3):309–11.CrossRefPubMed
26.
go back to reference Taffé P. Effective plots to assess bias and precision in method comparison studies. Stat Methods Med Res. 2016;27(6):1650–60.CrossRefPubMed Taffé P. Effective plots to assess bias and precision in method comparison studies. Stat Methods Med Res. 2016;27(6):1650–60.CrossRefPubMed
27.
go back to reference Taffé P, Halfon P, Halfon M. A new statistical methodology overcame the defects of the Bland-Altman method. J Clin Epidemiol. 2020;124:1–7.CrossRefPubMed Taffé P, Halfon P, Halfon M. A new statistical methodology overcame the defects of the Bland-Altman method. J Clin Epidemiol. 2020;124:1–7.CrossRefPubMed
28.
go back to reference Taffé P, Peng M, Stagg V, Williamson T. MethodCompare: an R package to assess bias and precision in method comparison studies. Stat Methods Med Res. 2018;28(8):2557–65.CrossRefPubMed Taffé P, Peng M, Stagg V, Williamson T. MethodCompare: an R package to assess bias and precision in method comparison studies. Stat Methods Med Res. 2018;28(8):2557–65.CrossRefPubMed
29.
go back to reference Lin LIK. A concordance correlation coefficient to evaluate reproducibility. Biometrics. 1989;45(1):255.CrossRefPubMed Lin LIK. A concordance correlation coefficient to evaluate reproducibility. Biometrics. 1989;45(1):255.CrossRefPubMed
30.
go back to reference Zorn CJW. Generalized estimating equation models for correlated data: a review with applications. Am J Polit Sci. 2001;45(2):470.CrossRef Zorn CJW. Generalized estimating equation models for correlated data: a review with applications. Am J Polit Sci. 2001;45(2):470.CrossRef
31.
go back to reference Zeger SL, Liang KY, Albert PS. Models for longitudinal data: a generalized estimating equation approach. Biometrics. 1988;44(4):1049.CrossRefPubMed Zeger SL, Liang KY, Albert PS. Models for longitudinal data: a generalized estimating equation approach. Biometrics. 1988;44(4):1049.CrossRefPubMed
32.
go back to reference Rubano JA, Maloney LM, Simon J, Rutigliano DN, Botwinick I, Jawa RS, et al. An evolving clinical need: discordant oxygenation measurements of intubated COVID-19 patients. Ann Biomed Eng. 2021;49(3):959–63.CrossRefPubMedPubMedCentral Rubano JA, Maloney LM, Simon J, Rutigliano DN, Botwinick I, Jawa RS, et al. An evolving clinical need: discordant oxygenation measurements of intubated COVID-19 patients. Ann Biomed Eng. 2021;49(3):959–63.CrossRefPubMedPubMedCentral
34.
go back to reference Severinghaus JW, Naifeh KH. Errors in 14 pulse oximeters during profound hypoxia. J Clin Monit. 1989;5:72–81.CrossRefPubMed Severinghaus JW, Naifeh KH. Errors in 14 pulse oximeters during profound hypoxia. J Clin Monit. 1989;5:72–81.CrossRefPubMed
35.
go back to reference Singh AK, Sahi MS, Mahawar B, Rajpurohit S. Comparative evaluation of accuracy of pulse oximeters and factors affecting their performance in a tertiary intensive care unit. J Clin Diagn Res. 2017;11(6):5–8. Singh AK, Sahi MS, Mahawar B, Rajpurohit S. Comparative evaluation of accuracy of pulse oximeters and factors affecting their performance in a tertiary intensive care unit. J Clin Diagn Res. 2017;11(6):5–8.
36.
go back to reference Blanchet MA, Mercier G, Delobel A, Nayet E, Bouchard PA, Rousseau E, et al. Accuracy of pulse oximetry (SpO2) with different oximeters - oxygap study. Am J Respir Crit Care Med. 2022;205:A1492. Blanchet MA, Mercier G, Delobel A, Nayet E, Bouchard PA, Rousseau E, et al. Accuracy of pulse oximetry (SpO2) with different oximeters - oxygap study. Am J Respir Crit Care Med. 2022;205:A1492.
37.
go back to reference Shi C, Goodall M, Dumville J, Hill J, Norman G, Hamer O, et al. The accuracy of pulse oximetry in measuring oxygen saturation by levels of skin pigmentation: a systematic review and meta-analysis. BMC Med. 2022;20(1):267.CrossRefPubMedPubMedCentral Shi C, Goodall M, Dumville J, Hill J, Norman G, Hamer O, et al. The accuracy of pulse oximetry in measuring oxygen saturation by levels of skin pigmentation: a systematic review and meta-analysis. BMC Med. 2022;20(1):267.CrossRefPubMedPubMedCentral
38.
go back to reference Seitz KP, Wang L, Casey JD, Markus SA, Jackson KE, Qian ET, et al. Race, SpO2, and SaO2 in critically Ill adults. Am J Respir Crit Care Med. 2022;205:A2377. Seitz KP, Wang L, Casey JD, Markus SA, Jackson KE, Qian ET, et al. Race, SpO2, and SaO2 in critically Ill adults. Am J Respir Crit Care Med. 2022;205:A2377.
39.
go back to reference Perkins GD, McAuley DF, Giles S, Routledge H, Gao F. Do changes in pulse oximeter oxygen saturation predict equivalent changes in arterial oxygen saturation? Crit Care. 2003;7(4):R67.CrossRefPubMedPubMedCentral Perkins GD, McAuley DF, Giles S, Routledge H, Gao F. Do changes in pulse oximeter oxygen saturation predict equivalent changes in arterial oxygen saturation? Crit Care. 2003;7(4):R67.CrossRefPubMedPubMedCentral
40.
go back to reference Wagstaff TAJ, Soni N. Performance of six types of oxygen delivery devices at varying respiratory rates*: oxygen delivery system performance. Anaesthesia. 2007;62(5):492–503.CrossRefPubMed Wagstaff TAJ, Soni N. Performance of six types of oxygen delivery devices at varying respiratory rates*: oxygen delivery system performance. Anaesthesia. 2007;62(5):492–503.CrossRefPubMed
Metadata
Title
Agreement between pulse oximetry and arterial oxygen saturation measurement in critical care patients during COVID-19: a cross-sectional study
Authors
Arthur James
Matthieu Petit
Flore Biancale
Adrien Bougle
Vincent Degos
Antoine Monsel
Antoine Vieillard-Baron
Jean-Michel Constantin
Publication date
21-01-2023
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 4/2023
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-022-00959-2

Other articles of this Issue 4/2023

Journal of Clinical Monitoring and Computing 4/2023 Go to the issue