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Published in: Child's Nervous System 11/2023

Open Access 27-05-2023 | Craniosynostosis | Original Article

Radiomorphologic profiles of nonsyndromic sagittal craniosynostosis

Authors: Tymon Skadorwa, Olga Wierzbieniec, Kamila Sośnicka, Klaudia Podkowa

Published in: Child's Nervous System | Issue 11/2023

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Abstract

Purpose

Numerous classification systems of nonsyndromic sagittal craniosynostosis (NSC) are applied but none has gained a wide acceptance, since each classification is focused on distinct aspects of cranial dysmorphology. The goal of this study was to depict the most common combinations of radiomorphologic characteristics of NSC and to separate groups where the patients were morphologically similar to one another and at the same time significantly different from others.

Methods

The study was conducted on anonymized thin-cut CT scans of 131 children with NSC aged 1–12 months (mean age 5.42 months). The type of cranial dysmorphology was assessed using four criteria: skull shape, pattern of sagittal suture fusion, morphologic features and cerebrospinal fluid (CSF) spaces alterations. After assigning the categories, an unsupervised k-modes clustering algorithm was applied to identify distinct patients clusters representing radiomorphologic profiles determined by investigated characteristics.

Results

Cluster analysis revealed three distinct radiomorphologic profiles including the most common combinations of features. The profiles were not influenced by sex nor age but were significantly determined by skull shape (V = 0.58, P < 0.0001), morphologic features (V = 0.50, P < 0.0001) and pattern of sagittal suture fusion (V = 0.47, P < 0.0001). CSF alterations did not significantly correlate with the profiles (P = 0.3585).

Conclusion

NSC is a mosaic of radiologic and morphologic features. The internal diversity of NSC results in dissimilar groups of patients defined by unique combinations of radiomorphologic characteristics, from which the skull shape is the most differentiating factor. Radiomorphologic profiles support the idea of clinical trials targeted at more selective outcomes assessment.
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Literature
11.
go back to reference Shipster C, Hearst D, Somerville A, Stackhouse J, Hayward R, Wade A (2003) Speech, language, and cognitive development in children with isolated sagittal synostosis. Dev Med Child Neurol 45(1):34–43CrossRefPubMed Shipster C, Hearst D, Somerville A, Stackhouse J, Hayward R, Wade A (2003) Speech, language, and cognitive development in children with isolated sagittal synostosis. Dev Med Child Neurol 45(1):34–43CrossRefPubMed
13.
go back to reference Captier G, Bigorre M, Rakotoarimanana JL, Leboucq N, Montoya P (2005) Etude des variations morphologiques des scaphocéphalies. Implication pour leur systématisation [Study of the morphologic variations of the scaphocephaly. Deduction for their systematisation]. Ann Chir Plast Esthet 50(6):715–722. https://doi.org/10.1016/j.anplas.2005.06.001 Captier G, Bigorre M, Rakotoarimanana JL, Leboucq N, Montoya P (2005) Etude des variations morphologiques des scaphocéphalies. Implication pour leur systématisation [Study of the morphologic variations of the scaphocephaly. Deduction for their systematisation]. Ann Chir Plast Esthet 50(6):715–722. https://​doi.​org/​10.​1016/​j.​anplas.​2005.​06.​001
17.
go back to reference David L, Glazier S, Pyle J, Thompson J, Argenta L (2009) Classification system for sagittal craniosynostosis. J Craniofacial Surg 20:279–282CrossRef David L, Glazier S, Pyle J, Thompson J, Argenta L (2009) Classification system for sagittal craniosynostosis. J Craniofacial Surg 20:279–282CrossRef
20.
go back to reference Cohen MM Jr (2000) History, terminology, and classification of craniosynostosis. In: Cohen MM, MacLean RE (eds) Craniosynostosis: diagnosis, evaluation, and management, 2nd edn. Oxford Press, New York, pp 103–111 Cohen MM Jr (2000) History, terminology, and classification of craniosynostosis. In: Cohen MM, MacLean RE (eds) Craniosynostosis: diagnosis, evaluation, and management, 2nd edn. Oxford Press, New York, pp 103–111
21.
go back to reference Huang Z (1997) A fast clustering algorithm to cluster very large categorical data sets in data mining. In: Lu H, Motoda H, Luu H (eds) KDD: techniques and applications. World Scientific, Singapore, pp 21–34 Huang Z (1997) A fast clustering algorithm to cluster very large categorical data sets in data mining. In: Lu H, Motoda H, Luu H (eds) KDD: techniques and applications. World Scientific, Singapore, pp 21–34
33.
go back to reference Whitaker LA, Pashayan H, Reichman J (1981) A proposed new classification of craniofacial anomalies. Cleft Palate J 18(3):161–176PubMed Whitaker LA, Pashayan H, Reichman J (1981) A proposed new classification of craniofacial anomalies. Cleft Palate J 18(3):161–176PubMed
Metadata
Title
Radiomorphologic profiles of nonsyndromic sagittal craniosynostosis
Authors
Tymon Skadorwa
Olga Wierzbieniec
Kamila Sośnicka
Klaudia Podkowa
Publication date
27-05-2023
Publisher
Springer Berlin Heidelberg
Published in
Child's Nervous System / Issue 11/2023
Print ISSN: 0256-7040
Electronic ISSN: 1433-0350
DOI
https://doi.org/10.1007/s00381-023-05998-x

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