CT-based radiomics modeling for skull dysmorphology severity and surgical outcome prediction in children with isolated sagittal synostosis: a hypothesis-generating study.

PURPOSE: To investigate the potentialities of radiomic analysis and develop radiomic models to predict the skull dysmorphology severity and post-surgical outcome in children with isolated sagittal synostosis (ISS). MATERIALS AND METHODS: Preoperative high-resolution CT scans of infants with ISS treated with surgical correction were retrospectively reviewed. The sagittal suture (ROI_entire) and its sections (ROI_anterior/central/posterior) were segmented. Radiomic features extracted from ROI_entire were correlated to the scaphocephalic severity, while radiomic features extracted from ROI_anterior/central/posterior were correlated to the post-surgical outcome. Logistic regression models were built from selected radiomic features and validated to predict the scaphocephalic severity and post-surgical outcome. RESULTS: A total of 105 patients were enrolled in this study. The kurtosis was obtained from the feature selection process for both scaphocephalic severity and post-surgical outcome prediction. The model predicting the scaphocephalic severity had an area under the curve (AUC) of the receiver operating characteristic of 0.71 and a positive predictive value of 0.83 for the testing set. The model built for the post-surgical outcome showed an AUC (95% CI) of 0.75 (0.61;0.88) and a negative predictive value (95% CI) of 0.95 (0.84;0.99). CONCLUSION: Our results suggest that radiomics could be useful in quantifying tissue microarchitecture along the mid-suture space and potentially provide relevant biological information about the sutural ossification processes to predict the onset of skull deformities and stratify post-surgical outcome.

Decompressive hemicraniectomy in patients with malignant middle cerebral artery infarction: A real-world study.

BACKGROUND: Malignant middle cerebral artery infarction (mMCA) is a devastating disease with rates of fatality as high as 80%. Decompressive hemicraniectomy (DHC) reduces mortality, but many survivors inevitably remain severely disabled. This study aimed to analyze patients with mMCA undergoing DHC or best medical treatment (BMT) baseline characteristics and factors linked to therapeutic choice and determinants of prognosis. METHODS: We recorded clinical and radiological features of patients undergoing BMT or DHC. The two groups were compared for epidemiology, clinical presentation, neuroimaging, and prognosis. Regression analysis was performed to identify predictors of surgical treatment and outcome. RESULTS: One hundred twenty-five patients were included (age 67.41 ± 1.39 yo; 65 M). Patients undergoing DHC (N = 57) were younger (DHC 55.71 ± 1.48 yo vs. BMT 77.22 ± 1.38) and had midline shift (DHC 96.5% (55/57) vs. BMT 35.3% (24/68), a larger volume of the affected hemisphere and reduced ventricles volume as compared to BMT. The chance of surgery depended on age (Exp(B) = 0.871, p < 0.001), clinical status at onset (NIHSS Exp(B) = 0.824, p = 0.030) and volume of the ventricle of the affected hemisphere (Exp(B) = 0.736, p = 0.006). Death rate during admission was significantly lower for DHC (DHC 15% (6/41) vs BMT 71.7% (38/53), Fisher's test = 30.234, p < 0.001). CONCLUSION: Although DHC may cause prolonged hospitalization and long-term disabled patients, it is a lifesaving therapy that should be considered for selected patients with mMCA but perioperative complications and cost-utility should be considered. Patients and families should be correctly counseled about this therapeutic choice and its short- and long-term consequences.

Epileptic children with hemispheres' asymmetry. Quantitative brain magnetic resonance-based analysis of apparently unaffected hemisphere. Case-control study.

OBJECTIVE: We performed a quantitative hemispheres analysis in epileptic children with hemispheres' asymmetry -due to unilateral dysplastic malformation- in order to recognize subtle volumetric changes of the contralateral and apparently unaffected hemisphere. METHODS: 13 children with Hemimegalencephaly (HME) and 20 with Hemimicrencephaly (Hme) were clustered in subgroups according to underlying hemispheric cortical dysplastic malformation and epilepsy pattern. 3D FSPGR T1weighted images were used to assess white and grey matter volumes for both hemispheres. Each volumetric parameter was compared with the average of an age-matched healthy control group. RESULTS: HME subgroups: HME with pachygyria and focal (HME-PG-F; n 6) or multifocal epilepsy (HME-PG-MF; n.7). In both subgroups affected hemisphere (AH) volume was increased and contralateral hemisphere (CH) showed white matter volume reduction; in HME-PG-MF grey matter volume of CH was more reduced than HME-PG-F. Hme subgroups: Hme with polimicrogyria and focal epilepsy (Hme-PMG-F; n.8), Hme with giant subcortical nodular heterotopia and focal (Hme-SCH-F; n.6) or multifocal epilepsy (Hme-SCH-MF; n.6). In all subgroups AH volume was reduced; the volume of CH was significantly increased in Hme-PMG-F and Hme-SCH-MF while it was not significantly increased in Hme-SCH-F compared to affected hemisphere. CONCLUSIONS: In patients with hemispheres' asymmetry, quantitative high-resolution MRI offers a more objective assessment of brain structures volume. The type of hemispheric dysplastic malformation together with the age of epilepsy onset and epileptic pattern may contribute to changes in contralateral and apparently unaffected hemisphere. Future studies are warranted to evaluate whether the early identification of these changes might help in planning future antiepileptic treatments.