Abstract
Purpose
Skin pigmentation influences peripheral oxygen saturation (SpO2) compared to arterial saturation of oxygen (SaO2). Occult hypoxemia (SaO2 ≤ 88% with SpO2 ≥ 92%) is associated with increased in-hospital mortality in venovenous-extracorporeal membrane oxygenation (VV-ECMO) patients. We hypothesized VV-ECMO cannulation, in addition to race/ethnicity, accentuates the SpO2-SaO2 discrepancy due to significant hemolysis.
Methods
Adults (≥ 18 years) supported with VV-ECMO with concurrently measured SpO2 and SaO2 measurements from over 500 centers in the Extracorporeal Life Support Organization Registry (1/2018–5/2023) were included. Multivariable logistic regressions were performed to examine whether race/ethnicity was associated with occult hypoxemia in pre-ECMO and on-ECMO SpO2-SaO2 calculations.
Results
Of 13,171 VV-ECMO patients, there were 7772 (59%) White, 2114 (16%) Hispanic, 1777 (14%) Black, and 1508 (11%) Asian patients. The frequency of on-ECMO occult hypoxemia was 2.0% (N = 233). Occult hypoxemia was more common in Black and Hispanic patients versus White patients (3.1% versus 1.7%, P < 0.001 and 2.5% versus 1.7%, P = 0.025, respectively). In multivariable logistic regression, Black patients were at higher risk of pre-ECMO occult hypoxemia versus White patients (adjusted odds ratio [aOR] = 1.55, 95% confidence interval [CI] = 1.18–2.02, P = 0.001). For on-ECMO occult hypoxemia, Black patients (aOR = 1.79, 95% CI = 1.16–2.75, P = 0.008) and Hispanic patients (aOR = 1.71, 95% CI = 1.15–2.55, P = 0.008) had higher risk versus White patients. Higher pump flow rates (aOR = 1.29, 95% CI = 1.08–1.55, P = 0.005) and on-ECMO 24-h lactate (aOR = 1.06, 95% CI = 1.03–1.10, P < 0.001) significantly increased the risk of on-ECMO occult hypoxemia.
Conclusion
SaO2 should be carefully monitored if using SpO2 during ECMO support for Black and Hispanic patients especially for those with high pump flow and lactate values at risk for occult hypoxemia.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00408-024-00711-4/MediaObjects/408_2024_711_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00408-024-00711-4/MediaObjects/408_2024_711_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00408-024-00711-4/MediaObjects/408_2024_711_Fig3_HTML.png)
Similar content being viewed by others
Abbreviations
- ABG:
-
Arterial blood gas
- aOR:
-
Adjusted odds ratio
- AUC:
-
Area under the receiver-operating characteristic curve
- CI:
-
Confidence interval
- COVID-19:
-
Coronavirus Disease 19
- ECMO:
-
Extracorporeal membrane oxygenation
- ELSO:
-
Extracorporeal Life Support Organization
- IQR:
-
Interquartile range
- PaO2 :
-
Partial pressure of oxygen
- ROC:
-
Receiver-operating characteristic
- SaO2 :
-
Oxygen saturation measured by arterial blood gas
- SpO2 :
-
Oxygen saturation measured by pulse oximetry
- SD:
-
Standard deviation
- tMCS:
-
Temporary mechanical circulatory support
- VV-ECMO:
-
Venovenous ECMO
References
Castro D, Patil SM, Keenaghan M (2022) Arterial blood gas. StatPearls. StatPearls Publishing, Treasure Island (Copyright © 2022, StatPearls Publishing LLC)
Valbuena VSM, Barbaro RP, Claar D et al (2022) Racial bias in pulse oximetry measurement among patients about to undergo extracorporeal membrane oxygenation in 2019–2020. Chest 161:971–978
Sjoding MW, Dickson RP, Iwashyna TJ, Gay SE, Valley TS (2020) Racial bias in pulse oximetry measurement. N Engl J Med 383:2477–2478
Jubran A (1999) Pulse oximetry. Crit Care 3:R11-r17
Buckley RG, Aks SE, Eshom JL, Rydman R, Schaider J, Shayne P (1994) The pulse oximetry gap in carbon monoxide intoxication. Ann Emerg Med 24:252–255
Kalra A, Shou BL, Zhao D et al (2024) ECMO physiological factors influence pulse oximetry and arterial oxygen saturation discrepancies. Ann Thorac Surg 117:1221–1228
Mauri T, Spinelli E, Ibrahim Q et al (2023) Impact of drainage cannula size and blood flow rate on the outcome of patients receiving venovenous extracorporeal membrane oxygenation for acute respiratory distress syndrome: an ELSO registry analysis. Am J Respir Crit Care Med 208:105–107
Tripathi RS, Papadimos TJ (2011) ECMO and endogenous carboxyhemoglobin formation. Int J Crit Illn Inj Sci 1:168
Appelt H, Philipp A, Mueller T et al (2020) Factors associated with hemolysis during extracorporeal membrane oxygenation (ECMO)-Comparison of VA- versus VV ECMO. PLoS ONE 15:e0227793
Carter BG, Carlin JB, Tibballs J, Mead H, Hochmann M, Osborne A (1998) Accuracy of two pulse oximeters at low arterial hemoglobin-oxygen saturation. Crit Care Med 26:1128–1133
Nisar S, Gibson CD, Sokolovic M, Shah NS (2020) Pulse oximetry is unreliable in patients on veno-venous extracorporeal membrane oxygenation caused by unrecognized carboxyhemoglobinemia. ASAIO J 66:1105–1109
Lorusso R, Alexander P, Rycus P, Barbaro R (2019) The extracorporeal life support organization registry: update and perspectives. Ann Cardiothorac Surg 8:93–98
Jubran A (2015) Pulse oximetry. Crit Care 19:272
Louw A, Cracco C, Cerf C et al (2001) Accuracy of pulse oximetry in the intensive care unit. Intensive Care Med 27:1606–1613
Kollef MH, Schuster DP (1995) The acute respiratory distress syndrome. N Engl J Med 332:27–37
Brochard L, Roudot-Thoraval F, Roupie E et al (1998) Tidal volume reduction for prevention of ventilator-induced lung injury in acute respiratory distress syndrome. The multicenter trail group on tidal volume reduction in ARDS. Am J Respir Crit Care Med 158:1831–1838
Kalra A, Shou BL, Zhao D et al (2023) Racial and ethnical discrepancy in hypoxemia detection in patients on extracorporeal membrane oxygenation. JTCVS Open. 14:145–170
Kalra A, Bachina P, Shou BL, et al (2024) Acute brain injury risk prediction models in venoarterial extracorporeal membrane oxygenation patients with Tree-based machine learning: An eLSO registry analysis. JTCVS Open. https://doi.org/10.1016/j.xjon.2024.06.001
Cho SM, Canner J, Caturegli G et al (2021) Risk factors of ischemic and hemorrhagic strokes during venovenous extracorporeal membrane oxygenation: analysis of data from the extracorporeal life support organization registry. Crit Care Med 49:91–101
Cho SM, Canner J, Chiarini G et al (2020) Modifiable risk factors and mortality from ischemic and hemorrhagic strokes in patients receiving venoarterial extracorporeal membrane oxygenation: results from the extracorporeal life support organization registry. Crit Care Med 48:e897–e905
Wong AI, Charpignon M, Kim H et al (2021) Analysis of discrepancies between pulse oximetry and arterial oxygen saturation measurements by race and ethnicity and association with organ dysfunction and mortality. JAMA Netw Open 4:e2131674
Henry NR, Hanson AC, Schulte PJ et al (2022) Disparities in hypoxemia detection by pulse oximetry across self-identified racial groups and associations with clinical outcomes. Crit Care Med 50:204–211
**e J, Covassin N, Fan Z et al (2020) Association between hypoxemia and mortality in patients with COVID-19. Mayo Clin Proc 95:1138–1147
Mikkelsen ME, Christie JD, Lanken PN et al (2012) The adult respiratory distress syndrome cognitive outcomes study: long-term neuropsychological function in survivors of acute lung injury. Am J Respir Crit Care Med 185:1307–1315
Materne LA, Hunsicker O, Menk M, Graw JA (2021) Hemolysis in patients with extracorporeal membrane oxygenation therapy for severe acute respiratory distress syndrome—a systematic review of the literature. Int J Med Sci 18:1730–1738
Williams DC, Turi JL, Hornik CP et al (2015) Circuit oxygenator contributes to extracorporeal membrane oxygenation-induced hemolysis. ASAIO J 61:190–195
Zangrillo A, Landoni G, Biondi-Zoccai G et al (2013) A meta-analysis of complications and mortality of extracorporeal membrane oxygenation. Crit Care Resusc 15:172–178
Villagra J, Shiva S, Hunter LA, Machado RF, Gladwin MT, Kato GJ (2007) Platelet activation in patients with sickle disease, hemolysis-associated pulmonary hypertension, and nitric oxide scavenging by cell-free hemoglobin. Blood 110:2166–2172
Fawzy A, Wu TD, Wang K et al (2022) Racial and ethnic discrepancy in pulse oximetry and delayed identification of treatment eligibility among patients with COVID-19. JAMA Intern Med 182:730–738
Valbuena VSM, Seelye S, Sjoding MW et al (2022) Racial bias and reproducibility in pulse oximetry among medical and surgical inpatients in general care in the Veterans Health Administration 2013–2019: multicenter, retrospective cohort study. BMJ 378:e069775
Enumah ZO, Etchill EW, Kim BS et al (2024) Racial disparities among patients on venovenous extracorporeal membrane oxygenation in the pre-coronavirus disease 2019 and coronavirus disease 2019 eras: a retrospective registry review. JTCVS Open 17:162–171
Funding
SPK is supported by NHLBI (5K08HL14332). SMC is supported by NHLBI (1K23HL157610).
Author information
Authors and Affiliations
Contributions
A.K. contributed to Conceptualization, Methodology, Validation, Formal analysis, Investigation, Data curation, Writing – original draft, Writing – review & editing, and Visualization. C.W. contributed to Writing – original draft, Writing – review & editing, and Visualization. S.D.H. contributed to Validation, Formal analysis, Investigation, Visualization, Writing – original draft, and Writing – review & editing. J.E.T. contributed to Validation and Writing – review & editing. I.S.J. contributed to Validation and Writing – review & editing. P.R. contributed to Data curation and Writing – review & editing. M.A. contributed to Data curation and Writing – review & editing. A.M.Z. contributed to Data curation and Writing – review & editing. R.L. contributed to Validation and Writing – review & editing. D.B. contributed to Validation and Writing – review & editing. S.P.K. contributed to Validation, Writing – review & editing, and Funding acquisition. B.S.K. contributed to Validation and Writing – review & editing. G.J.R.W. contributed to Conceptualization, Methodology, Resources, Writing – review & editing, Visualization, Supervision, and Project administration. S.M.C. contributed to Conceptualization, Methodology, Investigation, Resources, Writing – review & editing, Visualization, Supervision, Project administration, and Funding acquisition.
Corresponding author
Ethics declarations
Conflict of Interest
Dr. Tonna is supported by a Career Development Award from the National Institutes of Health/National Heart, Lung, And Blood Institute (K23HL141596). Dr. Tonna is the Chair of the Registry Committee of the Extracorporeal Life Support Organization (ELSO). Dr. Brodie receives research support from and consults for LivaNova. He has been on the medical advisory boards for Abiomed, Xenios, Medtronic, Inspira, and Cellenkos. He is the President-elect of the Extracorporeal Life Support Organization (ELSO) and the Chair of the Executive Committee of the International ECMO Network (ECMONet) and he writes for UpToDate. Dr. Lorusso is a consultant for Medtronic, LivaNova, Getinge, and ASbiomed and Member of the Medical Advisory Board of Eurosets and Xenios. He is the ELSO Research Committee Chair, and Honorary Secretary of EuroELSO. The authors do not have any additional conflicts of interest to declare.
IRB Approval
This study was approved by the Johns Hopkins Hospital Institutional Review Board (IRB00216321) on 10/22/2019. The study title is “Retrospective Analysis of Outcomes of Patients on Extracorporeal Membrane Oxygenation.” All procedures were followed in accordance with the ethical standards of the responsible committee on human experimentation (institutional or regional) and with the Helsinki Declaration of 1975.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Publication History: This manuscript was uploaded to the preprint server “Research Square” with the following DOI: https://doi.org/10.21203/rs.3.rs-3617237/v1.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Kalra, A., Wilcox, C., Holmes, S.D. et al. Characterizing the Racial Discrepancy in Hypoxemia Detection in Venovenous Extracorporeal Membrane Oxygenation: An Extracorporeal Life Support Organization Registry Analysis. Lung (2024). https://doi.org/10.1007/s00408-024-00711-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00408-024-00711-4