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Improving the quantitative classification of Erlenmeyer flask deformities

Published version
Peer-reviewed

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Authors

Kaggie, Joshua D. 
D’Amore, Simona 
Cox, Timothy M. 
Deegan, Patrick 

Abstract

Abstract: The Erlenmeyer flask deformity is a common skeletal modeling deformity, but current classification systems are binary and may restrict its utility as a predictor of associated skeletal conditions. A quantifiable 3-point system of severity classification could improve its predictive potential in disease. Ratios were derived from volumes of regions of interests drawn in 50 Gaucher’s disease patients. ROIs were drawn from the distal physis to 2 cm proximal, 2 cm to 4 cm, and 4 cm to 6 cm. Width was also measured at each of these boundaries. Two readers rated these 100 femurs using a 3-point scale of severity classification. Weighted kappa indicated reliability and one-way analysis of variance characterized ratio differences across the severity scale. Accuracy analyses allowed determination of clinical cutoffs for each ratio. Pearson’s correlations assessed the associations of volume and width with a shape-based concavity metric of the femur. The volume ratio incorporating the metaphyseal region from 0 to 2 cm and the diametaphyseal region at 4–6 cm was most accurate at distinguishing femurs on the 3-point scale. Receiver operating characteristic curves for this ratio indicated areas of 0.95 to distinguish normal and mild femurs and 0.93 to distinguish mild and severe femurs. Volume was moderately associated with the degree of femur concavity. The proposed volume ratio method is an objective, proficient method at distinguishing severities of the Erlenmeyer flask deformity with the potential for automation. This may have application across diseases associated with the deformity and deficient osteoclast-mediated modeling of growing bone.

Description

Keywords

Scientific Article, MRI, Shape analysis, Erlenmeyer flask deformity, Surface area, Sphericity, Distal femur, Clinical cutoffs

Journal Title

Skeletal Radiology

Conference Name

Journal ISSN

0364-2348
1432-2161

Volume Title

50

Publisher

Springer Berlin Heidelberg
Sponsorship
Addenbrooke's Charitable Trust, Cambridge University Hospitals (MR/K015338/1)