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Performance Characteristics for Physiological Measures of Progressive Pulmonary Fibrosis
Chad A Newton1, Ashwatha Thenappan2, Gabrielle Y Liu3
1Division of Pulmonary and Critical Care Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
None:
Rationale: Clinical measures of progressive pulmonary fibrosis (PPF) have been proposed, but their clinical utility remains unclear. Objectives: To determine performance characteristics of lung function-based PPF measures, including new guideline criteria for discriminating clinically relevant outcomes. Methods: A multicenter retrospective cohort analysis was performed to assess the performance characteristics of eight categorical measures of FVC and DlCO decline, together with PPF guideline criteria (requiring two of the following: worsening respiratory symptoms, absolute decline in FVC ⩾5% or DlCO ⩾15%, or radiological progression) for discriminating 2-year death or lung transplant among patients fibrotic interstitial lung disease from the United States, United Kingdom, and Canada (n = 2,727). The net benefit of the top-performing measures to inform treatment initiation were compared using decision curves. Measurements and Main Results: PPF classified according to relative decline in FVC of ⩾10%, relative decline in DlCO of ⩾15%, and PPF guideline criteria displayed the best overall test performance, with area under the receiver operating characteristic curves of 0.67-0.68. Specificity was higher than sensitivity for all evaluated measures, with relative measures of lung function decline outperforming absolute measures. The net benefit of standalone relative decline in FVC ⩾10% and DlCO ⩾15% was similar to PPF guideline criteria across the range of treatment probability thresholds. Conclusions: Classifying PPF by standalone measures of FVC and DlCO decline provides clinical utility similar to PPF guideline criteria. Top-performing physiology-based measures of PPF discriminate outcomes with high specificity but low sensitivity.
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