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Distinguishing necrotizing from non-necrotizing fasciitis: a new predictive scoring integrating MRI in the LRINEC score
- Source :
- European Radiology. 29:3414-3423
- Publication Year :
- 2019
- Publisher :
- Springer Science and Business Media LLC, 2019.
-
Abstract
- To develop and validate a scoring system integrating MRI and laboratory findings to differentiate necrotizing fasciitis (NF) from non-necrotizing fasciitis (non-NF). This retrospective study included 144 subjects who underwent surgery in one of three tertiary referral centers for NF or cellulitis with non-NF. The development cohort consisted of 96 subjects (NF = 47; non-NF = 49) from one center, and the validation cohort consisted of 48 subjects (NF = 23; cellulitis with non-NF = 25) from two different centers. The Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) scoring system and five MRI findings (thickening of the intermuscular deep fascia ≥ 3 mm, extensive involvement of the deep fascia, multi-compartmental involvement in one extremity, presence of gas, and contrast-enhancement pattern) were included in univariate and multivariate logistic regression analysis to identify independent predictors of NF. An additive scoring system was developed using the coefficients of the final regression model. Model performance was assessed for discrimination and calibration. The scoring system was externally validated. The final scoring system consisted of three variables: thickening of the deep fascia ≥ 3 mm, multi-compartmental involvement, and LRINEC score. The new predictive model showed improved performance (area under the receiver operating characteristic curve [AUC], 0.862; positive and negative predictive values, 82% and 79%, respectively), compared with the LRINEC score alone (0.814, 77% and 67%, respectively). The model also showed good discrimination with the external validation dataset (AUC, 0.933). Differentiation of NF from severe cellulitis with non-NF can be achieved with the new predictive scoring system. • The new predictive scoring system integrating two MRI findings with the LRINEC score can help in the differentiation of necrotizing fasciitis from severe cellulitis with non-necrotizing fasciitis. • Thickening of the deep fascia ≥ 3 mm and multi-compartmental involvement were the most important MRI findings for the differentiation.
- Subjects :
- Adult
Male
medicine.medical_specialty
Logistic regression
Risk Assessment
Sensitivity and Specificity
030218 nuclear medicine & medical imaging
Cohort Studies
Diagnosis, Differential
Young Adult
03 medical and health sciences
0302 clinical medicine
Predictive Value of Tests
Risk Factors
Positive predicative value
Image Interpretation, Computer-Assisted
medicine
Humans
Radiology, Nuclear Medicine and imaging
Fasciitis, Necrotizing
Fascia
Fasciitis
Aged
Retrospective Studies
Neuroradiology
Aged, 80 and over
Receiver operating characteristic
business.industry
Retrospective cohort study
General Medicine
Middle Aged
medicine.disease
Magnetic Resonance Imaging
ROC Curve
030220 oncology & carcinogenesis
Cellulitis
Female
Deep fascia
Radiology
business
Subjects
Details
- ISSN :
- 14321084 and 09387994
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- European Radiology
- Accession number :
- edsair.doi.dedup.....4590f2f145ee7837f036062f256f6040