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A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice.

Publication ,  Journal Article
D'Angelo, M; Hodgen, RK; Wofford, K; Vacchiano, C
Published in: Biological research for nursing
October 2015

Perioperative intravenous (IV) fluid management is controversial. Fluid therapy is guided by inaccurate algorithms and changes in the patient's vital signs that are nonspecific for changes to the patient's blood volume (BV). Anesthetic agents, patient comorbidities, and surgical techniques interact and further confound clinical assessment of volume status. Through adaptation of existing acute normovolemic hemodilution algorithms, it may be possible to predict patient's BV by measuring hematocrit (HcT) before and after hemodilution. Our proposed mathematical model requires the following four data points to estimate a patient's total BV: ideal BV, baseline HcT, a known fluid bolus (FB), and a second HcT following the FB. To test our method, we obtained 10 ideal and 10 actual subject BV data measures from 9 unique subjects derived from a commercially used Food and Drug Administration-approved, semi-automated, BV analyzer. With these data, we calculated the theoretical BV change following a FB. Using the four required data points, we predicted BVs (BVp) and compared our predictions with the actual BV (BVa) measures provided by the data set. The BVp calculated using our model highly correlated with the BVa provided by the BV analyzer data set (df = 8, r = .99). Our calculations suggest that, with accurate HcT measurement, this method shows promise for the identification of abnormal BV states such as hyper- and hypovolemia and may prove to be a reliable method for titrating IV fluid.

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Published In

Biological research for nursing

DOI

EISSN

1552-4175

ISSN

1099-8004

Publication Date

October 2015

Volume

17

Issue

5

Start / End Page

478 / 486

Related Subject Headings

  • United States
  • Preoperative Care
  • Nursing
  • Models, Theoretical
  • Humans
  • Hemodilution
  • Hematocrit
  • Female
  • Blood Volume
  • Algorithms
 

Citation

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D’Angelo, M., Hodgen, R. K., Wofford, K., & Vacchiano, C. (2015). A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice. Biological Research for Nursing, 17(5), 478–486. https://doi.org/10.1177/1099800414555410
D’Angelo, Matthew, R Kyle Hodgen, Kenneth Wofford, and Charles Vacchiano. “A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice.Biological Research for Nursing 17, no. 5 (October 2015): 478–86. https://doi.org/10.1177/1099800414555410.
D’Angelo M, Hodgen RK, Wofford K, Vacchiano C. A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice. Biological research for nursing. 2015 Oct;17(5):478–86.
D’Angelo, Matthew, et al. “A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice.Biological Research for Nursing, vol. 17, no. 5, Oct. 2015, pp. 478–86. Epmc, doi:10.1177/1099800414555410.
D’Angelo M, Hodgen RK, Wofford K, Vacchiano C. A Theoretical Mathematical Model to Estimate Blood Volume in Clinical Practice. Biological research for nursing. 2015 Oct;17(5):478–486.
Journal cover image

Published In

Biological research for nursing

DOI

EISSN

1552-4175

ISSN

1099-8004

Publication Date

October 2015

Volume

17

Issue

5

Start / End Page

478 / 486

Related Subject Headings

  • United States
  • Preoperative Care
  • Nursing
  • Models, Theoretical
  • Humans
  • Hemodilution
  • Hematocrit
  • Female
  • Blood Volume
  • Algorithms