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Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve.

Publication ,  Journal Article
Convertino, VA; Howard, JT; Hinojosa-Laborde, C; Cardin, S; Batchelder, P; Mulligan, J; Grudic, GZ; Moulton, SL; MacLeod, DB
Published in: Shock
August 2015

Current monitoring technologies are unable to detect early, compensatory changes that are associated with significant blood loss. We previously introduced a novel algorithm to calculate the Compensatory Reserve Index (CRI) based on the analysis of arterial waveform features obtained from photoplethysmogram recordings. In the present study, we hypothesized that the CRI would provide greater sensitivity and specificity to detect blood loss compared with traditional vital signs and other hemodynamic measures. Continuous noninvasive vital sign waveform data, including CRI, photoplethysmogram, heart rate, blood pressures, SpO2, cardiac output, and stroke volume, were analyzed from 20 subjects before, during, and after an average controlled voluntary hemorrhage of ∼1.2 L of blood. Compensatory Reserve Index decreased by 33% in a linear fashion across progressive blood volume loss, with no clinically significant alterations in vital signs. The receiver operating characteristic area under the curve for the CRI was 0.90, with a sensitivity of 0.80 and specificity of 0.76. In comparison, blood pressures, heart rate, SpO2, cardiac output, and stroke volume had significantly lower receiver operating characteristic area under the curve values and specificities for detecting the same volume of blood loss. Consistent with our hypothesis, CRI detected blood loss and restoration with significantly greater specificity than did other traditional physiologic measures. Single measurement of CRI may enable more accurate triage, whereas CRI monitoring may allow for earlier detection of casualty deterioration.

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Published In

Shock

DOI

EISSN

1540-0514

Publication Date

August 2015

Volume

44 Suppl 1

Start / End Page

27 / 32

Location

United States

Related Subject Headings

  • Young Adult
  • Stroke Volume
  • ROC Curve
  • Photoplethysmography
  • Oxygen
  • Models, Theoretical
  • Middle Aged
  • Male
  • Machine Learning
  • Lower Body Negative Pressure
 

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Convertino, V. A., Howard, J. T., Hinojosa-Laborde, C., Cardin, S., Batchelder, P., Mulligan, J., … MacLeod, D. B. (2015). Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve. Shock, 44 Suppl 1, 27–32. https://doi.org/10.1097/SHK.0000000000000323
Convertino, Victor A., Jeffrey T. Howard, Carmen Hinojosa-Laborde, Sylvain Cardin, Paul Batchelder, Jane Mulligan, Gregory Z. Grudic, Steven L. Moulton, and David B. MacLeod. “Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve.Shock 44 Suppl 1 (August 2015): 27–32. https://doi.org/10.1097/SHK.0000000000000323.
Convertino VA, Howard JT, Hinojosa-Laborde C, Cardin S, Batchelder P, Mulligan J, et al. Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve. Shock. 2015 Aug;44 Suppl 1:27–32.
Convertino, Victor A., et al. “Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve.Shock, vol. 44 Suppl 1, Aug. 2015, pp. 27–32. Pubmed, doi:10.1097/SHK.0000000000000323.
Convertino VA, Howard JT, Hinojosa-Laborde C, Cardin S, Batchelder P, Mulligan J, Grudic GZ, Moulton SL, MacLeod DB. Individual-Specific, Beat-to-beat Trending of Significant Human Blood Loss: The Compensatory Reserve. Shock. 2015 Aug;44 Suppl 1:27–32.

Published In

Shock

DOI

EISSN

1540-0514

Publication Date

August 2015

Volume

44 Suppl 1

Start / End Page

27 / 32

Location

United States

Related Subject Headings

  • Young Adult
  • Stroke Volume
  • ROC Curve
  • Photoplethysmography
  • Oxygen
  • Models, Theoretical
  • Middle Aged
  • Male
  • Machine Learning
  • Lower Body Negative Pressure