Skip to main content
Erschienen in: Journal of Clinical Monitoring and Computing 2/2021

21.02.2020 | Original Research

Regional cerebral oximetry is consistent across self-reported racial groups and predicts 30-day mortality in cardiac surgery: a retrospective analysis

verfasst von: Blaine Stannard, Matthew A. Levin, Hung-mo Lin, Menachem M. Weiner

Erschienen in: Journal of Clinical Monitoring and Computing | Ausgabe 2/2021

Einloggen, um Zugang zu erhalten

Abstract

Darker skin pigmentation appears to cause underestimation of regional oxygen saturation (rSO2) for certain cerebral oximetry devices. This presents a risk of triggering unindicated interventions and may limit its utility for predicting adverse outcomes. Our goal was to quantify the impact of self-reported race on oximetry measurements during cardiac surgery and elucidate whether race has a mediating role in the association of rSO2 with mortality. Data was extracted from our department’s data warehouse for adult patients who underwent on-pump cardiac surgery between June 2014 and June 2018. Intraoperative rSO2 was recorded every 15 s throughout all cases. After grouping patients by self-reported race, multiple linear regression modeling was utilized to assess the association between race and mean pre-bypass rSO2 while controlling for various perioperative variables. The role of mean pre-bypass rSO2 for predicting 30-day mortality was evaluated via multiple logistic regression, and the threshold for rSO2 was selected by maximizing F1 score. There were 4267 patients included. Compared to Caucasian patients, the unadjusted difference in mean pre-bypass rSO2 was − 0.6% (95% CI − 1.3 to 0.04) for African American patients, − 1.8% (− 2.7 to − 0.9) for Asian patients, 0.1% (− 0.8 to 1.0) for Hispanic patients, − 1.6% (− 3.0 to − 0.4) for Indian/South Asian patients, and − 1.4% (− 3.7 to 0.9) for Pacific Islander patients. After adjusting for perioperative variables, differences in rSO2 readings less than 2% were observed between racial groups. Mean pre-bypass rSO2 under 63% was an independent predictor of higher 30-day mortality risk (OR: 2.86, CI 1.39 to 5.53, p = 0.003), and the interaction variable between rSO2 and race was not statistically significant (p = 0.299). Cerebral oximetry measurements are more consistent across racial groups than previously reported, supporting its utility for intraoperative monitoring and risk stratification. Pre-intervention rSO2 is associated with increased 30-day mortality at a higher threshold than previously reported and was not significantly impacted by self-reported race.
Literatur
1.
Zurück zum Zitat Vretzakis G, Georgopoulou S, Stamoulis K, Stamatiou G, Tsakiridis K, Zarogoulidis P, et al. Cerebral oximetry in cardiac anesthesia. J Thorac Dis. 2014;6:S60–S6969.PubMedPubMedCentral Vretzakis G, Georgopoulou S, Stamoulis K, Stamatiou G, Tsakiridis K, Zarogoulidis P, et al. Cerebral oximetry in cardiac anesthesia. J Thorac Dis. 2014;6:S60–S6969.PubMedPubMedCentral
2.
Zurück zum Zitat Fischer GW, Silvay G. Cerebral oximetry in cardiac and major vascular surgery. HSR Proc Intensive Care Cardiovasc Anesth. 2010;2:249–56.PubMedPubMedCentral Fischer GW, Silvay G. Cerebral oximetry in cardiac and major vascular surgery. HSR Proc Intensive Care Cardiovasc Anesth. 2010;2:249–56.PubMedPubMedCentral
3.
Zurück zum Zitat Murkin JM, Adams SJ, Novick RJ, Quantz M, Bainbridge D, Iglesias I, et al. Monitoring brain oxygen saturation during coronary bypass surgery: a randomized, prospective study. Anesth Analg. 2007;104:51–8.CrossRef Murkin JM, Adams SJ, Novick RJ, Quantz M, Bainbridge D, Iglesias I, et al. Monitoring brain oxygen saturation during coronary bypass surgery: a randomized, prospective study. Anesth Analg. 2007;104:51–8.CrossRef
4.
Zurück zum Zitat Subramanian B, Nyman C, Fritock M, Klinger RY, Sniecinski R, Roman P, et al. A multicenter pilot study assessing regional cerebral oxygen desaturation frequency during cardiopulmonary bypass and responsiveness to an intervention algorithm. Anesth Analg. 2016;122:1786–93.CrossRef Subramanian B, Nyman C, Fritock M, Klinger RY, Sniecinski R, Roman P, et al. A multicenter pilot study assessing regional cerebral oxygen desaturation frequency during cardiopulmonary bypass and responsiveness to an intervention algorithm. Anesth Analg. 2016;122:1786–93.CrossRef
5.
Zurück zum Zitat Frogel J, Kogan A, Augoustides JGT, Berkenstadt H, Feduska E, Steyn J, et al. The value of cerebral oximetry monitoring in cardiac surgery: challenges and solutions in adult and pediatric practice. J Cardiothorac Vasc Anesth. 2018;33:1778–844.CrossRef Frogel J, Kogan A, Augoustides JGT, Berkenstadt H, Feduska E, Steyn J, et al. The value of cerebral oximetry monitoring in cardiac surgery: challenges and solutions in adult and pediatric practice. J Cardiothorac Vasc Anesth. 2018;33:1778–844.CrossRef
6.
Zurück zum Zitat Olsson C, Thelin S. Regional cerebral saturation monitoring with near-infrared spectroscopy during selective antegrade cerebral perfusion: diagnostic performance and relationship to postoperative stroke. J Thorac Cardiovasc Surg. 2006;131:371–9.CrossRef Olsson C, Thelin S. Regional cerebral saturation monitoring with near-infrared spectroscopy during selective antegrade cerebral perfusion: diagnostic performance and relationship to postoperative stroke. J Thorac Cardiovasc Surg. 2006;131:371–9.CrossRef
7.
Zurück zum Zitat Zheng F, Sheinberg R, Yee M-S, Ono M, Zheng Y, Hogue CW. Cerebral near-infrared spectroscopy monitoring and neurologic outcomes in adult cardiac surgery patients: a systematic review. Anesth Analg. 2013;116:663–76.CrossRef Zheng F, Sheinberg R, Yee M-S, Ono M, Zheng Y, Hogue CW. Cerebral near-infrared spectroscopy monitoring and neurologic outcomes in adult cardiac surgery patients: a systematic review. Anesth Analg. 2013;116:663–76.CrossRef
8.
Zurück zum Zitat Colak Z, Borojevic M, Bogovic A, Ivancan V, Biocina B, Majeric-Kogler V. Influence of intraoperative cerebral oximetry monitoring on neurocognitive function after coronary artery bypass surgery: a randomized, prospective study. Eur J Cardiothorac Surg. 2015;47:447–54.CrossRef Colak Z, Borojevic M, Bogovic A, Ivancan V, Biocina B, Majeric-Kogler V. Influence of intraoperative cerebral oximetry monitoring on neurocognitive function after coronary artery bypass surgery: a randomized, prospective study. Eur J Cardiothorac Surg. 2015;47:447–54.CrossRef
9.
Zurück zum Zitat Holmgaard F, Vedel AG, Langkilde A, Lange T, Nilsson JC, Ravn HB. Differences in regional cerebral oximetry during cardiac surgery for patients with or without postoperative cerebral ischaemic lesions evaluated by magnetic resonance imaging. Br J Anaesth. 2018;121:1203–11.CrossRef Holmgaard F, Vedel AG, Langkilde A, Lange T, Nilsson JC, Ravn HB. Differences in regional cerebral oximetry during cardiac surgery for patients with or without postoperative cerebral ischaemic lesions evaluated by magnetic resonance imaging. Br J Anaesth. 2018;121:1203–11.CrossRef
10.
Zurück zum Zitat Fischer GW, Lin H-M, Krol M, Galati MF, Di Luozzo G, Griepp RB, et al. Noninvasive cerebral oxygenation may predict outcome in patients undergoing aortic arch surgery. J Thorac Cardiovasc Surg. 2011;141:815–21.CrossRef Fischer GW, Lin H-M, Krol M, Galati MF, Di Luozzo G, Griepp RB, et al. Noninvasive cerebral oxygenation may predict outcome in patients undergoing aortic arch surgery. J Thorac Cardiovasc Surg. 2011;141:815–21.CrossRef
11.
Zurück zum Zitat Slater JP, Guarino T, Stack J, Vinod K, Bustami RT, Brown JM, et al. Cerebral oxygen desaturation predicts cognitive decline and longer hospital stay after cardiac surgery. Ann Thorac Surg. 2009;87:36–45.CrossRef Slater JP, Guarino T, Stack J, Vinod K, Bustami RT, Brown JM, et al. Cerebral oxygen desaturation predicts cognitive decline and longer hospital stay after cardiac surgery. Ann Thorac Surg. 2009;87:36–45.CrossRef
12.
Zurück zum Zitat Yao FSF, Tseng CCA, Ho CYA, Levin SK, Illner P. Cerebral oxygen desaturation is associated with early postoperative neuropsychological dysfunction in patients undergoing cardiac surgery. J Cardiothorac Vasc Anesth. 2004;18:552–8.CrossRef Yao FSF, Tseng CCA, Ho CYA, Levin SK, Illner P. Cerebral oxygen desaturation is associated with early postoperative neuropsychological dysfunction in patients undergoing cardiac surgery. J Cardiothorac Vasc Anesth. 2004;18:552–8.CrossRef
13.
Zurück zum Zitat Goldman S, Sutter F, Ferdinand F, Trace C. Optimizing intraoperative cerebral oxygen delivery using noninvasive cerebral oximetry decreases the incidence of stroke for cardiac surgical patients. Heart Surg Forum. 2004;7:E376–381.CrossRef Goldman S, Sutter F, Ferdinand F, Trace C. Optimizing intraoperative cerebral oxygen delivery using noninvasive cerebral oximetry decreases the incidence of stroke for cardiac surgical patients. Heart Surg Forum. 2004;7:E376–381.CrossRef
14.
Zurück zum Zitat Heringlake M, Garbers C, Käbler J-H, Anderson I, Heinze H, Schön J, et al. Preoperative cerebral oxygen saturation and clinical outcomes in cardiac surgery. Anesthesiology. 2011;114:58–69.CrossRef Heringlake M, Garbers C, Käbler J-H, Anderson I, Heinze H, Schön J, et al. Preoperative cerebral oxygen saturation and clinical outcomes in cardiac surgery. Anesthesiology. 2011;114:58–69.CrossRef
15.
Zurück zum Zitat Schoen J, Meyerrose J, Paarmann H, Heringlake M, Hueppe M, Berger K-U. Preoperative regional cerebral oxygen saturation is a predictor of postoperative delirium in on-pump cardiac surgery patients: a prospective observational trial. Crit Care. 2011;15:R218.CrossRef Schoen J, Meyerrose J, Paarmann H, Heringlake M, Hueppe M, Berger K-U. Preoperative regional cerebral oxygen saturation is a predictor of postoperative delirium in on-pump cardiac surgery patients: a prospective observational trial. Crit Care. 2011;15:R218.CrossRef
16.
Zurück zum Zitat Sun X, Ellis J, Corso PJ, Hill PC, Lowery R, Chen F, et al. Mortality predicted by preinduction cerebral oxygen saturation after cardiac operation. Ann Thorac Surg. 2014;98:91–6.CrossRef Sun X, Ellis J, Corso PJ, Hill PC, Lowery R, Chen F, et al. Mortality predicted by preinduction cerebral oxygen saturation after cardiac operation. Ann Thorac Surg. 2014;98:91–6.CrossRef
17.
Zurück zum Zitat Sun X, Ellis J, Corso PJ, Hill PC, Chen F, Lindsay J. Skin pigmentation interferes with the clinical measurement of regional cerebral oxygen saturation. Br J Anaesth. 2015;114:276–80.CrossRef Sun X, Ellis J, Corso PJ, Hill PC, Chen F, Lindsay J. Skin pigmentation interferes with the clinical measurement of regional cerebral oxygen saturation. Br J Anaesth. 2015;114:276–80.CrossRef
18.
Zurück zum Zitat Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi J-C, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43:1130–9.CrossRef Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi J-C, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43:1130–9.CrossRef
19.
Zurück zum Zitat Levin MA, Joseph TT, Jeff JM, Nadukuru R, Ellis SB, Bottinger EP, et al. iGAS: A framework for using electronic intraoperative medical records for genomic discovery. J Biomed Inform. 2017;67:80–9.CrossRef Levin MA, Joseph TT, Jeff JM, Nadukuru R, Ellis SB, Bottinger EP, et al. iGAS: A framework for using electronic intraoperative medical records for genomic discovery. J Biomed Inform. 2017;67:80–9.CrossRef
20.
Zurück zum Zitat Lipton ZC, Elkan C, Naryanaswamy B. Optimal thresholding of classifiers to maximize F1 measure. Mach Learn Knowl Discov Databases. 2014;8725:225–39.CrossRef Lipton ZC, Elkan C, Naryanaswamy B. Optimal thresholding of classifiers to maximize F1 measure. Mach Learn Knowl Discov Databases. 2014;8725:225–39.CrossRef
21.
Zurück zum Zitat Edmonds HL, Ganzel BL, Austin EH. Cerebral Oximetry for Cardiac and Vascular Surgery. Semin Cardiothorac Vasc Anesth. 2004;8:147–66.CrossRef Edmonds HL, Ganzel BL, Austin EH. Cerebral Oximetry for Cardiac and Vascular Surgery. Semin Cardiothorac Vasc Anesth. 2004;8:147–66.CrossRef
22.
Zurück zum Zitat Taillefer M-C, Denault AY. Cerebral near-infrared spectroscopy in adult heart surgery: systematic review of its clinical efficacy. Can J Anesth. 2005;52:79.CrossRef Taillefer M-C, Denault AY. Cerebral near-infrared spectroscopy in adult heart surgery: systematic review of its clinical efficacy. Can J Anesth. 2005;52:79.CrossRef
23.
Zurück zum Zitat Casati A, Spreafico E, Putzu M, Fanelli G. New technology for noninvasive brain monitoring: continuous cerebral oximetry. Minerva Anestesiol. 2006;72:605–25.PubMed Casati A, Spreafico E, Putzu M, Fanelli G. New technology for noninvasive brain monitoring: continuous cerebral oximetry. Minerva Anestesiol. 2006;72:605–25.PubMed
24.
Zurück zum Zitat Kim MB, Ward DS, Cartwright CR, Kolano J, Chlebowski S, Henson LC. Estimation of jugular venous O2 saturation from cerebral oximetry or arterial O2 saturation during isocapnic hypoxia. J Clin Monit Comput. 2000;16:191–9.CrossRef Kim MB, Ward DS, Cartwright CR, Kolano J, Chlebowski S, Henson LC. Estimation of jugular venous O2 saturation from cerebral oximetry or arterial O2 saturation during isocapnic hypoxia. J Clin Monit Comput. 2000;16:191–9.CrossRef
25.
Zurück zum Zitat Bickler PE, Feiner JR, Rollins MD. Factors affecting the performance of 5 cerebral oximeters during hypoxia in healthy volunteers. Anesth Analg. 2013;117:813–23.CrossRef Bickler PE, Feiner JR, Rollins MD. Factors affecting the performance of 5 cerebral oximeters during hypoxia in healthy volunteers. Anesth Analg. 2013;117:813–23.CrossRef
26.
Zurück zum Zitat Feiner JR, Severinghaus JW, Bickler PE. Dark skin decreases the accuracy of pulse oximeters at low oxygen saturation: the effects of oximeter probe type and gender. Anesth Analg. 2007;105:S18–23.CrossRef Feiner JR, Severinghaus JW, Bickler PE. Dark skin decreases the accuracy of pulse oximeters at low oxygen saturation: the effects of oximeter probe type and gender. Anesth Analg. 2007;105:S18–23.CrossRef
27.
Zurück zum Zitat Visscher MO. Skin Color and Pigmentation in Ethnic Skin. Facial Plast Surg Clin N Am. 2017;25:119–25.CrossRef Visscher MO. Skin Color and Pigmentation in Ethnic Skin. Facial Plast Surg Clin N Am. 2017;25:119–25.CrossRef
28.
Zurück zum Zitat Greenberg S, Murphy G, Shear T, Patel A, Simpson A, Szokol J, et al. Extracranial contamination in the INVOS 5100C versus the FORE-SIGHT ELITE cerebral oximeter: a prospective observational crossover study in volunteers. Can J Anaesth. 5100C;63:24–30.CrossRef Greenberg S, Murphy G, Shear T, Patel A, Simpson A, Szokol J, et al. Extracranial contamination in the INVOS 5100C versus the FORE-SIGHT ELITE cerebral oximeter: a prospective observational crossover study in volunteers. Can J Anaesth. 5100C;63:24–30.CrossRef
Metadaten
Titel
Regional cerebral oximetry is consistent across self-reported racial groups and predicts 30-day mortality in cardiac surgery: a retrospective analysis
verfasst von
Blaine Stannard
Matthew A. Levin
Hung-mo Lin
Menachem M. Weiner
Publikationsdatum
21.02.2020
Verlag
Springer Netherlands
Erschienen in
Journal of Clinical Monitoring and Computing / Ausgabe 2/2021
Print ISSN: 1387-1307
Elektronische ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-020-00487-x

Weitere Artikel der Ausgabe 2/2021

Journal of Clinical Monitoring and Computing 2/2021 Zur Ausgabe

Update AINS

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.