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11.05.2024 | Original Research

Comparing the compensatory reserve metric obtained from invasive arterial measurements and photoplethysmographic volume-clamp during simulated hemorrhage

verfasst von: Kevin L. Webb, Wyatt W. Pruter, Ruth J. Poole, Robert W. Techentin, Christopher P. Johnson, Riley J. Regimbal, Kaylah J. Berndt, David R. Holmes III, Clifton R. Haider, Michael J. Joyner, Victor A. Convertino, Chad C. Wiggins, Timothy B. Curry

Erschienen in: Journal of Clinical Monitoring and Computing

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Abstract

Purpose

The compensatory reserve metric (CRM) is a novel tool to predict cardiovascular decompensation during hemorrhage. The CRM is traditionally computed using waveforms obtained from photoplethysmographic volume-clamp (PPGVC), yet invasive arterial pressures may be uniquely available. We aimed to examine the level of agreement of CRM values computed from invasive arterial-derived waveforms and values computed from PPGVC-derived waveforms.

Methods

Sixty-nine participants underwent graded lower body negative pressure to simulate hemorrhage. Waveform measurements from a brachial arterial catheter and PPGVC finger-cuff were collected. A PPGVC brachial waveform was reconstructed from the PPGVC finger waveform. Thereafter, CRM values were computed using a deep one-dimensional convolutional neural network for each of the following source waveforms; (1) invasive arterial, (2) PPGVC brachial, and (3) PPGVC finger. Bland-Altman analyses were used to determine the level of agreement between invasive arterial CRM values and PPGVC CRM values, with results presented as the Mean Bias [95% Limits of Agreement].

Results

The mean bias between invasive arterial- and PPGVC brachial CRM values at rest, an applied pressure of -45mmHg, and at tolerance was 6% [-17%, 29%], 1% [-28%, 30%], and 0% [-25%, 25%], respectively. Additionally, the mean bias between invasive arterial- and PPGVC finger CRM values at rest, applied pressure of -45mmHg, and tolerance was 2% [-22%, 26%], 8% [-19%, 35%], and 5% [-15%, 25%], respectively.

Conclusion

There is generally good agreement between CRM values obtained from invasive arterial waveforms and values obtained from PPGVC waveforms. Invasive arterial waveforms may serve as an alternative for computation of the CRM.
Literatur
3.
Zurück zum Zitat Ward KR, Tiba MH, Ryan KL, Torres Filho IP, Rickards CA, Witten T, et al. Oxygen transport characterization of a human model of progressive hemorrhage. Resuscitation. 2010;81:987–93.CrossRefPubMed Ward KR, Tiba MH, Ryan KL, Torres Filho IP, Rickards CA, Witten T, et al. Oxygen transport characterization of a human model of progressive hemorrhage. Resuscitation. 2010;81:987–93.CrossRefPubMed
4.
Zurück zum Zitat Convertino VA, Koons NJ. The compensatory reserve: potential for accurate individualized goal-directed whole blood resuscitation. Transfusion. 2020;60:S150–7.CrossRefPubMed Convertino VA, Koons NJ. The compensatory reserve: potential for accurate individualized goal-directed whole blood resuscitation. Transfusion. 2020;60:S150–7.CrossRefPubMed
5.
Zurück zum Zitat Convertino VA, Sawka MN. Wearable technology for compensatory reserve to sense hypovolemia. J Appl Physiol (1985). 2018;124:442–51.CrossRefPubMed Convertino VA, Sawka MN. Wearable technology for compensatory reserve to sense hypovolemia. J Appl Physiol (1985). 2018;124:442–51.CrossRefPubMed
6.
Zurück zum Zitat Convertino VA, Grudic G, Mulligan J, Moulton S. Estimation of individual-specific progression to impending cardiovascular instability using arterial waveforms. J Appl Physiol (1985). 2013;115:1196–202.CrossRefPubMed Convertino VA, Grudic G, Mulligan J, Moulton S. Estimation of individual-specific progression to impending cardiovascular instability using arterial waveforms. J Appl Physiol (1985). 2013;115:1196–202.CrossRefPubMed
7.
Zurück zum Zitat Koons NJ, Nguyen B, Suresh MR, Hinojosa-Laborde C, Convertino VA. Tracking DO2 with Compensatory Reserve during whole blood resuscitation in baboons. Shock. 2020;53:327–34.CrossRefPubMed Koons NJ, Nguyen B, Suresh MR, Hinojosa-Laborde C, Convertino VA. Tracking DO2 with Compensatory Reserve during whole blood resuscitation in baboons. Shock. 2020;53:327–34.CrossRefPubMed
8.
Zurück zum Zitat Benov A, Yaslowitz O, Hakim T, Amir-Keret R, Nadler R, Brand A, et al. The effect of blood transfusion on compensatory reserve: a prospective clinical trial. J Trauma Acute Care Surg. 2017;83:S71.CrossRefPubMed Benov A, Yaslowitz O, Hakim T, Amir-Keret R, Nadler R, Brand A, et al. The effect of blood transfusion on compensatory reserve: a prospective clinical trial. J Trauma Acute Care Surg. 2017;83:S71.CrossRefPubMed
9.
Zurück zum Zitat Janak JC, Howard JT, Goei KA, Weber R, Muniz GW, Hinojosa-Laborde C, et al. Predictors of the onset of hemodynamic decompensation during Progressive Central Hypovolemia: comparison of the Peripheral Perfusion Index, pulse pressure variability, and Compensatory Reserve Index. Shock. 2015;44:548.CrossRefPubMed Janak JC, Howard JT, Goei KA, Weber R, Muniz GW, Hinojosa-Laborde C, et al. Predictors of the onset of hemodynamic decompensation during Progressive Central Hypovolemia: comparison of the Peripheral Perfusion Index, pulse pressure variability, and Compensatory Reserve Index. Shock. 2015;44:548.CrossRefPubMed
10.
Zurück zum Zitat Ciaraglia A, Osta E, Wang H, Cigarroa F, Thomas E, Fritze D, et al. Evidence for beneficial use of the compensatory reserve measurement in guiding intraoperative resuscitation: a prospective study of orthotopic liver transplant recipients. Shock. 2024;61:61.CrossRefPubMed Ciaraglia A, Osta E, Wang H, Cigarroa F, Thomas E, Fritze D, et al. Evidence for beneficial use of the compensatory reserve measurement in guiding intraoperative resuscitation: a prospective study of orthotopic liver transplant recipients. Shock. 2024;61:61.CrossRefPubMed
11.
Zurück zum Zitat Benov A, Brand A, Rozenblat T, Antebi B, Ben-Ari A, Amir-Keret R, et al. Evaluation of sepsis using compensatory reserve measurement: a prospective clinical trial. J Trauma Acute Care Surg. 2020;89:S153–60.CrossRefPubMed Benov A, Brand A, Rozenblat T, Antebi B, Ben-Ari A, Amir-Keret R, et al. Evaluation of sepsis using compensatory reserve measurement: a prospective clinical trial. J Trauma Acute Care Surg. 2020;89:S153–60.CrossRefPubMed
12.
Zurück zum Zitat Convertino VA, Wirt MD, Glenn JF, Lein BC. The Compensatory Reserve for early and accurate prediction of hemodynamic compromise: a review of the underlying physiology. Shock. 2016;45:580–90.CrossRefPubMed Convertino VA, Wirt MD, Glenn JF, Lein BC. The Compensatory Reserve for early and accurate prediction of hemodynamic compromise: a review of the underlying physiology. Shock. 2016;45:580–90.CrossRefPubMed
13.
Zurück zum Zitat Convertino VA, Schauer SG, Weitzel EK, Cardin S, Stackle ME, Talley MJ, et al. Wearable Sensors Incorporating Compensatory Reserve Measurement for Advancing Physiological Monitoring in critically injured trauma patients. Sensors. 2020;20:6413.CrossRefPubMedPubMedCentral Convertino VA, Schauer SG, Weitzel EK, Cardin S, Stackle ME, Talley MJ, et al. Wearable Sensors Incorporating Compensatory Reserve Measurement for Advancing Physiological Monitoring in critically injured trauma patients. Sensors. 2020;20:6413.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Bos WJ, van Goudoever J, van Montfrans GA, van den Meiracker AH, Wesseling KH. Reconstruction of brachial artery pressure from noninvasive finger pressure measurements. Circulation. 1996;94:1870–5.CrossRefPubMed Bos WJ, van Goudoever J, van Montfrans GA, van den Meiracker AH, Wesseling KH. Reconstruction of brachial artery pressure from noninvasive finger pressure measurements. Circulation. 1996;94:1870–5.CrossRefPubMed
15.
Zurück zum Zitat Martina JR, Westerhof BE, van Goudoever J, de Beaumont EMFH, Truijen J, Kim Y-S, et al. Noninvasive continuous arterial blood pressure monitoring with Nexfin®. Anesthesiology. 2012;116:1092–103.CrossRefPubMed Martina JR, Westerhof BE, van Goudoever J, de Beaumont EMFH, Truijen J, Kim Y-S, et al. Noninvasive continuous arterial blood pressure monitoring with Nexfin®. Anesthesiology. 2012;116:1092–103.CrossRefPubMed
16.
Zurück zum Zitat Bartels K, Thiele RH. Advances in photoplethysmography: beyond arterial oxygen saturation. Can J Anesth/J Can Anesth. 2015;62:1313–28.CrossRef Bartels K, Thiele RH. Advances in photoplethysmography: beyond arterial oxygen saturation. Can J Anesth/J Can Anesth. 2015;62:1313–28.CrossRef
17.
Zurück zum Zitat Techentin RW, Felton CL, Schlotman TE, Gilbert BK, Joyner MJ, Curry TB et al. 1D Convolutional Neural Networks for Estimation of Compensatory Reserve from Blood Pressure Waveforms. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2019. pp. 2169–73. Techentin RW, Felton CL, Schlotman TE, Gilbert BK, Joyner MJ, Curry TB et al. 1D Convolutional Neural Networks for Estimation of Compensatory Reserve from Blood Pressure Waveforms. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2019. pp. 2169–73.
18.
Zurück zum Zitat Stewart CL, Mulligan J, Grudic GZ, Talley ME, Jurkovich GJ, Moulton SL. The Compensatory Reserve Index following Injury: results of a prospective clinical trial. Shock. 2016;46:61–7.CrossRefPubMed Stewart CL, Mulligan J, Grudic GZ, Talley ME, Jurkovich GJ, Moulton SL. The Compensatory Reserve Index following Injury: results of a prospective clinical trial. Shock. 2016;46:61–7.CrossRefPubMed
19.
Zurück zum Zitat Trieu HT, Khanh LP, Ming DKY, Quang CH, Phan TQ, Van VCN, et al. The compensatory reserve index predicts recurrent shock in patients with severe dengue. BMC Med. 2022;20:109.CrossRefPubMedPubMedCentral Trieu HT, Khanh LP, Ming DKY, Quang CH, Phan TQ, Van VCN, et al. The compensatory reserve index predicts recurrent shock in patients with severe dengue. BMC Med. 2022;20:109.CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Convertino VA, Cardin S. Advanced medical monitoring for the battlefield: a review on clinical applicability of compensatory reserve measurements for early and accurate hemorrhage detection. J Trauma Acute Care Surg. 2022;93:S147.CrossRefPubMed Convertino VA, Cardin S. Advanced medical monitoring for the battlefield: a review on clinical applicability of compensatory reserve measurements for early and accurate hemorrhage detection. J Trauma Acute Care Surg. 2022;93:S147.CrossRefPubMed
21.
Zurück zum Zitat Giavarina D. Understanding bland Altman analysis. Biochemia Med. 2015;25:141–51.CrossRef Giavarina D. Understanding bland Altman analysis. Biochemia Med. 2015;25:141–51.CrossRef
22.
Zurück zum Zitat Bunce C, Correlation. Agreement, and bland–Altman Analysis: statistical analysis of Method Comparison studies. Am J Ophthalmol. 2009;148:4–6.CrossRefPubMed Bunce C, Correlation. Agreement, and bland–Altman Analysis: statistical analysis of Method Comparison studies. Am J Ophthalmol. 2009;148:4–6.CrossRefPubMed
23.
Zurück zum Zitat Wampler MR, Johnson MC, Alarhayem AQ, Convertino VA, Chung KK, Stewart R, et al. Establishing threshold variables for the dashboard view of the Compensatory Reserve Measurement. J Am Coll Surg. 2018;227:S263.CrossRef Wampler MR, Johnson MC, Alarhayem AQ, Convertino VA, Chung KK, Stewart R, et al. Establishing threshold variables for the dashboard view of the Compensatory Reserve Measurement. J Am Coll Surg. 2018;227:S263.CrossRef
24.
Zurück zum Zitat Ciaraglia AV, Convertino VA, Johnson MC, DeRosa M, Nicholson SE, Eastridge BJ. Compensatory reserve and pulse character: enhanced potential to predict urgency for transfusion and other life-saving interventions after traumatic injury. Transfusion. 2022;62:S130–8.CrossRefPubMed Ciaraglia AV, Convertino VA, Johnson MC, DeRosa M, Nicholson SE, Eastridge BJ. Compensatory reserve and pulse character: enhanced potential to predict urgency for transfusion and other life-saving interventions after traumatic injury. Transfusion. 2022;62:S130–8.CrossRefPubMed
25.
Zurück zum Zitat Rickards CA, Ryan KL, Cooke WH, Convertino VA. Tolerance to central hypovolemia: the influence of oscillations in arterial pressure and cerebral blood velocity. J Appl Physiol (1985). 2011;111:1048–58.CrossRefPubMed Rickards CA, Ryan KL, Cooke WH, Convertino VA. Tolerance to central hypovolemia: the influence of oscillations in arterial pressure and cerebral blood velocity. J Appl Physiol (1985). 2011;111:1048–58.CrossRefPubMed
26.
Zurück zum Zitat Castaneda D, Esparza A, Ghamari M, Soltanpur C, Nazeran H. A review on wearable photoplethysmography sensors and their potential future applications in health care. Int J Biosens Bioelectron. 2018;4:195–202.PubMedPubMedCentral Castaneda D, Esparza A, Ghamari M, Soltanpur C, Nazeran H. A review on wearable photoplethysmography sensors and their potential future applications in health care. Int J Biosens Bioelectron. 2018;4:195–202.PubMedPubMedCentral
27.
Zurück zum Zitat Fine J, Branan KL, Rodriguez AJ, Boonya-ananta T, Ajmal, Ramella-Roman JC, et al. Sources of inaccuracy in Photoplethysmography for continuous Cardiovascular monitoring. Biosens (Basel). 2021;11:126.CrossRef Fine J, Branan KL, Rodriguez AJ, Boonya-ananta T, Ajmal, Ramella-Roman JC, et al. Sources of inaccuracy in Photoplethysmography for continuous Cardiovascular monitoring. Biosens (Basel). 2021;11:126.CrossRef
28.
Zurück zum Zitat Scheer B, Perel A, Pfeiffer UJ. Clinical review: complications and risk factors of peripheral arterial catheters used for haemodynamic monitoring in anaesthesia and intensive care medicine. Crit Care. 2002;6:199–204.CrossRefPubMedPubMedCentral Scheer B, Perel A, Pfeiffer UJ. Clinical review: complications and risk factors of peripheral arterial catheters used for haemodynamic monitoring in anaesthesia and intensive care medicine. Crit Care. 2002;6:199–204.CrossRefPubMedPubMedCentral
29.
Zurück zum Zitat Parati G, Casadei R, Groppelli A, Di Rienzo M, Mancia G. Comparison of finger and intra-arterial blood pressure monitoring at rest and during laboratory testing. Hypertension. 1989;13:647–55.CrossRefPubMed Parati G, Casadei R, Groppelli A, Di Rienzo M, Mancia G. Comparison of finger and intra-arterial blood pressure monitoring at rest and during laboratory testing. Hypertension. 1989;13:647–55.CrossRefPubMed
30.
Zurück zum Zitat Sasser SM, Hunt RC, Faul M, Sugerman D, Pearson WS, Dulski T et al. Guidelines for Field Triage of Injured Patients: Recommendations of the National Expert Panel on Field Triage, 2011. Morbidity and Mortality Weekly Report: Recommendations and Reports. 2012;61:1–20. Sasser SM, Hunt RC, Faul M, Sugerman D, Pearson WS, Dulski T et al. Guidelines for Field Triage of Injured Patients: Recommendations of the National Expert Panel on Field Triage, 2011. Morbidity and Mortality Weekly Report: Recommendations and Reports. 2012;61:1–20.
31.
Zurück zum Zitat Tobias JD. Strategies for minimizing blood loss in orthopedic surgery. Semin Hematol. 2004;41:145–56.CrossRefPubMed Tobias JD. Strategies for minimizing blood loss in orthopedic surgery. Semin Hematol. 2004;41:145–56.CrossRefPubMed
32.
Zurück zum Zitat Romagnoli S, Ricci Z, Quattrone D, Tofani L, Tujjar O, Villa G, et al. Accuracy of invasive arterial pressure monitoring in cardiovascular patients: an observational study. Crit Care. 2014;18:644.CrossRefPubMedPubMedCentral Romagnoli S, Ricci Z, Quattrone D, Tofani L, Tujjar O, Villa G, et al. Accuracy of invasive arterial pressure monitoring in cardiovascular patients: an observational study. Crit Care. 2014;18:644.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Convertino VA, Schiller AM. Measuring the compensatory reserve to identify shock. J Trauma Acute Care Surg. 2017;82:S57–65.CrossRefPubMed Convertino VA, Schiller AM. Measuring the compensatory reserve to identify shock. J Trauma Acute Care Surg. 2017;82:S57–65.CrossRefPubMed
34.
Zurück zum Zitat Ciaraglia A, Convertino VA, Wang H, Cigarroa F, Thomas E, Fritze D, et al. Intraoperative Use of Compensatory Reserve Measurement in Orthotopic Liver Transplant: Improved Sensitivity for the prediction of hypovolemic events. Mil Med. 2023;188:322–7.CrossRefPubMed Ciaraglia A, Convertino VA, Wang H, Cigarroa F, Thomas E, Fritze D, et al. Intraoperative Use of Compensatory Reserve Measurement in Orthotopic Liver Transplant: Improved Sensitivity for the prediction of hypovolemic events. Mil Med. 2023;188:322–7.CrossRefPubMed
35.
Zurück zum Zitat Stewart CL, Nawn CD, Mulligan J, Grudic G, Moulton SL, Convertino VA. Compensatory Reserve for early and accurate prediction of hemodynamic compromise: Case studies for clinical utility in Acute Care and Physical Performance. J Spec Oper Med. 2016;16:6–13.CrossRefPubMed Stewart CL, Nawn CD, Mulligan J, Grudic G, Moulton SL, Convertino VA. Compensatory Reserve for early and accurate prediction of hemodynamic compromise: Case studies for clinical utility in Acute Care and Physical Performance. J Spec Oper Med. 2016;16:6–13.CrossRefPubMed
36.
Zurück zum Zitat Frezza EE, Mezghebe H. Indications and complications of arterial catheter use in surgical or medical intensive care units: analysis of 4932 patients. Am Surg. 1998;64:127–31.PubMed Frezza EE, Mezghebe H. Indications and complications of arterial catheter use in surgical or medical intensive care units: analysis of 4932 patients. Am Surg. 1998;64:127–31.PubMed
37.
Zurück zum Zitat Pinsky MR. Hemodynamic monitoring in the intensive care unit. Clin Chest Med. 2003;24:549–60.CrossRefPubMed Pinsky MR. Hemodynamic monitoring in the intensive care unit. Clin Chest Med. 2003;24:549–60.CrossRefPubMed
38.
Zurück zum Zitat Perner A, Cecconi M, Cronhjort M, Darmon M, Jakob SM, Pettilä V, et al. Expert statement for the management of hypovolemia in sepsis. Intensive Care Med. 2018;44:791–8.CrossRefPubMed Perner A, Cecconi M, Cronhjort M, Darmon M, Jakob SM, Pettilä V, et al. Expert statement for the management of hypovolemia in sepsis. Intensive Care Med. 2018;44:791–8.CrossRefPubMed
39.
Zurück zum Zitat Ragaller MJ, Theilen H, Koch T. Volume replacement in critically ill patients with acute renal failure. J Am Soc Nephrol. 2001;12(Suppl 17):S33–39.CrossRefPubMed Ragaller MJ, Theilen H, Koch T. Volume replacement in critically ill patients with acute renal failure. J Am Soc Nephrol. 2001;12(Suppl 17):S33–39.CrossRefPubMed
40.
Zurück zum Zitat Rackow EC, Falk JL, Fein IA, Siegel JS, Packman MI, Haupt MT, et al. Fluid resuscitation in circulatory shock: a comparison of the cardiorespiratory effects of albumin, hetastarch, and saline solutions in patients with hypovolemic and septic shock. Crit Care Med. 1983;11:839.CrossRefPubMed Rackow EC, Falk JL, Fein IA, Siegel JS, Packman MI, Haupt MT, et al. Fluid resuscitation in circulatory shock: a comparison of the cardiorespiratory effects of albumin, hetastarch, and saline solutions in patients with hypovolemic and septic shock. Crit Care Med. 1983;11:839.CrossRefPubMed
Metadaten
Titel
Comparing the compensatory reserve metric obtained from invasive arterial measurements and photoplethysmographic volume-clamp during simulated hemorrhage
verfasst von
Kevin L. Webb
Wyatt W. Pruter
Ruth J. Poole
Robert W. Techentin
Christopher P. Johnson
Riley J. Regimbal
Kaylah J. Berndt
David R. Holmes III
Clifton R. Haider
Michael J. Joyner
Victor A. Convertino
Chad C. Wiggins
Timothy B. Curry
Publikationsdatum
11.05.2024
Verlag
Springer Netherlands
Erschienen in
Journal of Clinical Monitoring and Computing
Print ISSN: 1387-1307
Elektronische ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-024-01166-x

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