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The Combined Use of Pleural Fluid Parameters Improves Diagnostic Accuracy in Complicated Pleural Infection/Empyema
- Source :
- Archivos de bronconeumologia. 55(11)
- Publication Year :
- 2019
-
Abstract
- Identifying infectious pleural effusions (IPE) that will progress to complicated infection or empyema is challenging. The purpose of this study was to determine whether a model based on multiple biochemical parameters in pleural fluid can predict which IPEs will produce empyema.A prospective study was performed of all cases of IPEs treated in our unit. IPEs were classified as uncomplicated or complicated (empyema). Logistic regression was used to estimate the risk for complicated pleural infection (empyema). A predictive model was developed using biochemical parameters in pleural fluid. Discriminatory power (areas under the ROC curve), calibration, and diagnostic accuracy of the model were assessed.A total of 177 patients were included in the study (74 with uncomplicated infectious pleural effusion, and 103 with complicated pleural effusion/empyema). The area under the curve (AUC) for the model (pH, lactate dehydrogenase and interleukin 6) was 0.9783, which is significantly superior to the AUC of the individual biochemical parameters alone (0.921, 0.949, and 0.837, respectively; P.001 using all parameters). The rate of correct classification of infectious pleural effusions was 96% [170/177: 72/74 (97.3%) for uncomplicated and 98/103 (95.1%) for complicated effusion (empyema)].The multiple-marker model showed better diagnostic performance for predicting complicated infectious pleural effusion (empyema) compared to individual parameters alone.
- Subjects :
- Male
medicine.medical_specialty
Pleural effusion
Thoracentesis
Logistic regression
Statistics, Nonparametric
chemistry.chemical_compound
Predictive Value of Tests
Lactate dehydrogenase
medicine
Humans
Prospective Studies
Prospective cohort study
Empyema, Pleural
Aged
Aged, 80 and over
L-Lactate Dehydrogenase
business.industry
Interleukin-6
Tumor Necrosis Factor-alpha
Pleural infection
Area under the curve
General Medicine
respiratory system
Hydrogen-Ion Concentration
Middle Aged
medicine.disease
Empyema
respiratory tract diseases
Pleural Effusion
Logistic Models
chemistry
ROC Curve
Area Under Curve
Pleural fluid
Disease Progression
Female
Radiology
business
Biomarkers
Subjects
Details
- ISSN :
- 21735751
- Volume :
- 55
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Archivos de bronconeumologia
- Accession number :
- edsair.doi.dedup.....e0c630a7bb8283ae1c4fedbc498f0d86