1. Formulas to predict continuous positive airway pressure level using a home auto-adjusting device for obstructive sleep apnea treatment.
- Author
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Borsini, Eduardo, Blanco, Magalí, and Nigro, Carlos Alberto
- Abstract
Purpose: To develop equations to predict therapeutic continuous positive airway pressure (CPAP
T ) based on home-based CPAP titration, including the type of interface used. Method: Retrospective study conducted in adult patients with obstructive sleep apnea (OSA) who used home-based autoCPAP titration (AutoSet S10, ResMed® ). CPAPT was obtained manually through a visual analysis of autoCPAP data (CPAPV ) and automatically using the 95th percentile pressure (CPAPP95 ). Multiple linear regression and K-fold cross-validation were applied. Independent variables were AHI, neck circumference (NC), BMI, and mask. Two formulas were generated based on mask and the Miljeteig and Hoffstein formula. Results: We included 702 patients (174 women), median age, BMI and AHI of 58 years, 32 kg/m2 and 32 ev/h, respectively. Predictors for CPAPv (M1) were BMI, NC, AHI and type of interface (R2 : 0.19); and for CPAPP95 (M2), BMI, AHI and mask (R2 : 0.09). Error and precision between the formulas and CPAPT were: 0 (CPAPV /CPAPP95 ), and − 3.2 to 3.2 (CPAPV ) and − 4 to 4 cm H2 O (CPAPP95 ). CPAPV was higher with oronasal mask (10 vs. 9 cm H2 O, p < 0.01). Accuracy defined as; a difference ± 2 cm H2 O between estimated CPAP and CPAPT was greater in M1 than in M2 (79% vs. 64%, p < 0.01). Conclusion: In both models, calculated error was close to zero. CPAPV (± 3.2 cm H2 O) showed more precision than CPAPP95 (± 4 cm H2 O). With M1 (CPAPV ), 79% of patients could start CPAP with reasonable accuracy (error of ± 2 cm H2 O). [ABSTRACT FROM AUTHOR]- Published
- 2024
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