Audrey Borghi-Silva, Aldair Darlan Santos-de-Araújo, Samuel Montalvo, Jeffrey W Christle, Jonathan Myers
{"title":"A nonexercise equation to predict VO<sub>2</sub> peak in chronic heart failure: Integrating clinical variables for prognostic assessment.","authors":"Audrey Borghi-Silva, Aldair Darlan Santos-de-Araújo, Samuel Montalvo, Jeffrey W Christle, Jonathan Myers","doi":"10.1016/j.pcad.2026.10.001","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Peak oxygen consumption (pVO2) has been widely recognized to identify potential pathophysiological mechanisms of exercise intolerance and to stratify risk in patients with heart failure (HF).</p><p><strong>Aims: </strong>To develop a non-exercise equation to estimate pVO2 (esVO2) and to determine its association with all-cause mortality.</p><p><strong>Methods: </strong>A total of 5176 HF patients (age 48 ± 17 years) who underwent a CPET for clinical reasons, and were followed between May 2011, and December 1, 2023. Clinical and historical variables and forced expiratory volume in 1-s (FEV<sub>1</sub>) were used in a stepwise multivariate regression analysis to predict pVO2 measured from CPET. Kaplan-Meier curves and Cox proportional hazards analyses were used to determine the association between esVO2 and all-cause mortality.</p><p><strong>Results: </strong>The first esVO2 model was significantly associated with pVO2 (multiple R = 0.73, P < 0.001). Two other models considered gender separately (male: multiple R = 0.72, P < 0.001 and female (multiple R = 0.70, P < 0.001). A fourth model was proposed when spirometry is not available (age, BMI, resting SBP, HR and gender (multiple R = 0.69, P < 0.001)). The fifth proposed model included history of atrial fibrillation and previous stroke (multiple R = 0.70, P < 0.001). Kaplan-Meier survival curves differentiated patients according to esVO2 and pVO2 ≤ and > 14 mL/kg<sup>-1</sup> per min<sup>-1</sup>. Univariate Cox proportional hazard analyses indicated significant prognostic value when esVO2 and pVO2 were ≤ 14 mL/kg<sup>-1</sup> per min<sup>-1</sup> (P = 0.001).</p><p><strong>Conclusions: </strong>Multivariable nonexercise models combining spirometry and/or clinical variables commonly obtained during a clinical assessment predict pVO2 reasonably accurately in HF.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":7.6000,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Progress in cardiovascular diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.pcad.2026.10.001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Peak oxygen consumption (pVO2) has been widely recognized to identify potential pathophysiological mechanisms of exercise intolerance and to stratify risk in patients with heart failure (HF).
Aims: To develop a non-exercise equation to estimate pVO2 (esVO2) and to determine its association with all-cause mortality.
Methods: A total of 5176 HF patients (age 48 ± 17 years) who underwent a CPET for clinical reasons, and were followed between May 2011, and December 1, 2023. Clinical and historical variables and forced expiratory volume in 1-s (FEV1) were used in a stepwise multivariate regression analysis to predict pVO2 measured from CPET. Kaplan-Meier curves and Cox proportional hazards analyses were used to determine the association between esVO2 and all-cause mortality.
Results: The first esVO2 model was significantly associated with pVO2 (multiple R = 0.73, P < 0.001). Two other models considered gender separately (male: multiple R = 0.72, P < 0.001 and female (multiple R = 0.70, P < 0.001). A fourth model was proposed when spirometry is not available (age, BMI, resting SBP, HR and gender (multiple R = 0.69, P < 0.001)). The fifth proposed model included history of atrial fibrillation and previous stroke (multiple R = 0.70, P < 0.001). Kaplan-Meier survival curves differentiated patients according to esVO2 and pVO2 ≤ and > 14 mL/kg-1 per min-1. Univariate Cox proportional hazard analyses indicated significant prognostic value when esVO2 and pVO2 were ≤ 14 mL/kg-1 per min-1 (P = 0.001).
Conclusions: Multivariable nonexercise models combining spirometry and/or clinical variables commonly obtained during a clinical assessment predict pVO2 reasonably accurately in HF.