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Development and validation of a risk score to predict community-acquired pneumonia occurrence in the adult population
Mateu Serra Prat1, Angel Lavado Cuevas2, Ignasi Bolibar Ribas3
1Research Unit, Consorci Sanitari del Maresme, Ctra. de Cirera 230, Mataró, 08304, Barcelona, Spain; Networked Biomedical Research Centre for Liver and Digestive Diseases (CIBEREHD), Madrid, Spain.
Background:
Community-acquired pneumonia (CAP) preventive strategies can benefit from a quantification of individual CAP risk. This study develops and validates a CAP Risk Score (CAP-RS) for the adult population to predict CAP occurrence in the next five years.
Methods:
The development phase was as follows: a population-based case-control study to identify potential CAP risk factors for inclusion in the CAP-RS after weighting according to odds ratios; development of a numerical scoring system for weighted risk factors; and establishment of cut-off points to discriminate between different risk levels. The validation phase consisted of a population-based case-control study and a retrospective cohort study (with 47 836 adults aged ≥18 years corresponding to three Maresme (Barcelona) primary care centres) followed up over a five-year period (2015-2019).
Results:
786 new CAP cases were identified. 15 factors were included in the CAP-RS. Risk was higher in subjects with CAP than without CAP (4.5 vs 1.9; p < 0.001), and the association (OR) between the CAP-RS and the occurrence of CAP increased as the CAP-RS value increased. AUC-ROC was 0.67 (p < 0.001). Cut-offs were established at <1, <5, and <10 points as best discriminating between risk groups. Annual CAP incidence was 1.9, 3.1, 6.2, and 12.4 new cases/103 inhabitants for the no, moderately, severely, and very severely increased risk groups, respectively. Significant differences in CAP-free survival were observed between the four CAR-RS categories.
Conclusions:
The 15-item CAP-RS, which stratifies risk with good validity, can aid in the design and implementation of preventive CAP strategies for adult populations.
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