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Continuous Monitoring Enables Dynamic Biomarkers to Assess Resilience in Acute COVID-19 Patients
Jerrald L Rector1, Anna Kuranova1, Marcel G M Olde Rikkert1
1Department of Geriatric Medicine, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands.
Dynamic blood oxygen saturation (SpO2) biomarkers reveal patient resilience in COVID-19. A higher resilience exponent indicates better outcomes, while rapid SpO2 increases signal worse prognosis.
Area of Science:
- Physiology
- Biomarkers
- Critical Care Medicine
Background:
- Effective management of acute illnesses like COVID-19 necessitates dynamic assessment of patient resilience.
- Continuous blood oxygen saturation (SpO2) monitoring offers potential for novel dynamic biomarkers.
- Assessing SpO2 regulation efficiency can aid clinical decision-making in acute care.
Purpose of the Study:
- To evaluate novel dynamic biomarkers derived from continuous SpO2 monitoring.
- To explore the association between these biomarkers and adverse hospital outcomes in COVID-19 patients.
- To support clinical decision-making through enhanced patient monitoring.
Main Methods:
- Analysis of 200 hospital admissions from 181 adult COVID-19 patients.
- Development of two dynamic SpO2 biomarkers: resilience exponent (α) and O2 challenge response.
- Binary logistic regression used to assess association with ICU admission or death.
Main Results:
- Increased resilience exponent α correlated with reduced odds of adverse outcomes (OR=0.59).
- Larger SpO2 increases during oxygen supplementation were linked to higher odds of adverse outcomes (OR=1.40).
- Frequency of oxygen supplementation adjustments independently predicted outcomes (increases: OR=2.91, decreases: OR=0.33).
Conclusions:
- The resilience exponent α and O2 challenge response reflect physical resilience in COVID-19 patients.
- These dynamic SpO2 biomarkers offer insights into homeostatic regulation.
- Continuous SpO2 monitoring can enhance clinical decision-making in acute care settings.
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