Literature DB >> 31989431

A procedure for determining subject-specific pulse oxygen saturation response.

Kyle M Burk1,2, Joseph A Orr3,4.   

Abstract

The oxyhemoglobin dissociation curve describes the relationship between the partial pressure of oxygen and the percent of hemoglobin saturated with oxygen and varies with chemical and physical factors that differ for every patient. If variability could be determined, patient-specific oxygen therapy could be administered. We have developed a procedure for characterizing variations in the oxygen dissociation curve. The purpose of this study was to validate this procedure in surgical patients. The procedure uses an automated system to alter oxygen therapy during surgery, within safe operational levels, and fit to Hill's equation non-invasive measurements of end-tidal oxygen and peripheral pulse oxygen saturation. The best-fit parameters for the Hill equation, estimated by iterative least squares, provide an apparent dissociation curve, meaningful of the patient-specific pulse oximeter response. Thirty-nine patients participated in this study. Using patient-specific parameter values increases correlation when compared with standard values. The procedure improved the model fit of patient saturation values significantly in 19 patients. This paper has demonstrated a procedure for determining patient-specific pulse oximeter response. This procedure determined best-fit parameters resulting in a significantly improved fit when compared with standard values. These best-fit parameters increased the coefficient of determination R2 in all cases. Graphical Abstract This patient-specific procedure improves fit significantly compared to standard estimates.

Entities:  

Keywords:  Non-linear least-squares; Oxygen saturation response; Subject-specific modeling; The Hill equation

Mesh:

Substances:

Year:  2020        PMID: 31989431     DOI: 10.1007/s11517-019-02105-8

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  22 in total

1.  The influence of simultaneous, independent changes in pH and carbon dioxide tension on the in vitro oxygen tension-saturation relationship of human blood.

Authors:  N NAERAA; E S PETERSEN; E BOYE
Journal:  Scand J Clin Lab Invest       Date:  1963       Impact factor: 1.713

2.  A model to describe the rate of oxyhaemoglobin desaturation during apnoea.

Authors:  A D Farmery; P G Roe
Journal:  Br J Anaesth       Date:  1996-02       Impact factor: 9.166

Review 3.  Respiratory function of hemoglobin.

Authors:  C C Hsia
Journal:  N Engl J Med       Date:  1998-01-22       Impact factor: 91.245

4.  Neonatal pulse oximetry: accuracy and reliability.

Authors:  W W Hay; J M Brockway; M Eyzaguirre
Journal:  Pediatrics       Date:  1989-05       Impact factor: 7.124

5.  Prevention of hypoxemia: the simple, logical, but incorrect solution.

Authors:  J B Downs
Journal:  J Clin Anesth       Date:  1994 May-Jun       Impact factor: 9.452

6.  A mathematical model of the hemoglobin-oxygen dissociation curve of human blood and of the oxygen partial pressure as a function of temperature.

Authors:  O Siggaard-Andersen; P D Wimberley; I Göthgen; M Siggaard-Andersen
Journal:  Clin Chem       Date:  1984-10       Impact factor: 8.327

7.  Supplemental oxygen impairs detection of hypoventilation by pulse oximetry.

Authors:  Eugene S Fu; John B Downs; John W Schweiger; Rafael V Miguel; Robert A Smith
Journal:  Chest       Date:  2004-11       Impact factor: 9.410

8.  Evaluation and application of a method for estimating nasal end-tidal O2 fraction while administering supplemental O2.

Authors:  Kyle M Burk; Kai Kuck; Joseph A Orr
Journal:  J Clin Monit Comput       Date:  2019-02-06       Impact factor: 2.502

9.  Personalization of models with many model parameters: an efficient sensitivity analysis approach.

Authors:  W P Donders; W Huberts; F N van de Vosse; T Delhaas
Journal:  Int J Numer Method Biomed Eng       Date:  2015-06-15       Impact factor: 2.747

10.  Prediction of arterial partial pressure of oxygen with pulse oxygen saturation measurements.

Authors:  J Brockway; W W Hay
Journal:  J Pediatr       Date:  1998-07       Impact factor: 4.406

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.