Improving the Predictive Accuracy of Identifying Exudative Effusions Carlos E. Kummerfeldt, MD; Cody C. Chiuzan, MS; John T. Huggins, MD; Matthew L. DiVietro, MD; Jennings E. Nestor, MD; Steven A. Sahn, MD, FCCP; Peter Doelken, MD Author and Funding Information Chest. 2014;145(3):586-592. doi:10.1378/chest.13-1142 Text Size: A A A ArticleFiguresTables References Supplemental Materials Abstract Abstract | Materials and Methods | Results | Discussion | Acknowledgments | Abbreviations | References Background: Application of Light’s criteria results in misclassification of some transudative effusions as exudative, particularly because of congestive heart failure (CHF). We sought to determine if the serum to pleural fluid albumin (SF-A) and serum to pleural fluid protein (SF-P) gradients increased the predictive accuracy to correctly identify exudative effusions. Methods: We retrospectively analyzed 1,153 consecutive patients who underwent a diagnostic thoracentesis at the Medical University South Carolina. Univariable logistic regression analyses were used to determine the statistical significance of pleural fluid tests that correctly identified exudative effusions. Tests with significant diagnostic accuracy were combined in multivariable logistic regression models, with calculation of areas under the curve (AUCs) to determine their predictive accuracy. The predictive capability of the best model was compared with Light’s criteria and other test combinations. Results: Pleural fluid lactate dehydrogenase (LDH), SF-A gradient, and SF-P gradient had a significant effect on the probability of identifying exudative pleural effusions. When combined together in a multivariable logistic regression, LDH (OR, 14.09 [95% CI, 2.25-85.50]), SF-A gradient (OR, 7.16 [95% CI, 1.24-41.43]), and SF-P gradient (OR, 6.83 [95% CI, 1.56-27.88]) had an AUC of 0.92 (95% CI, 0.85-0.98). Conclusions: Application of Light’s criteria, not uncommonly, misclassifies CHF transudative effusions as exudates. In cases where no cause for an exudative effusion can be identified or CHF is suspected, the sequential application of the fluid LDH, followed by the SF-P and then the SF-A gradients, may assist in reclassifying pleural effusions as transudates.
Posted on: Thu, 27 Mar 2014 23:28:38 +0000
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