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High-resolution pediatric age–specific 18F-FDG PET template: a pilot study in epileptogenic focus localization.
- Source :
- European Journal of Nuclear Medicine & Molecular Imaging; Apr2022, Vol. 49 Issue 5, p1560-1573, 14p, 2 Color Photographs, 2 Black and White Photographs, 1 Diagram, 3 Charts, 1 Graph
- Publication Year :
- 2022
-
Abstract
- Background: PET imaging has been widely used in diagnosis of neurological disorders; however, its application to pediatric population is limited due to lacking pediatric age–specific PET template. This study aims to develop a pediatric age–specific PET template (PAPT) and conduct a pilot study of epileptogenic focus localization in pediatric epilepsy. Methods: We recruited 130 pediatric patients with epilepsy and 102 age-matched controls who underwent <superscript>18</superscript>F-FDG PET examination. High-resolution PAPT was developed by an iterative nonlinear registration-averaging optimization approach for two age ranges: 6–10 years (n = 17) and 11–18 years (n = 50), respectively. Spatial normalization to the PAPT was evaluated by registration similarities of 35 validation controls, followed by estimation of potential registration biases. In a pilot study, epileptogenic focus was localized by PAPT-based voxel-wise statistical analysis, compared with multi-disciplinary team (MDT) diagnosis, and validated by follow-up of patients who underwent epilepsy surgery. Furthermore, epileptogenic focus localization results were compared among three templates (PAPT, conventional adult template, and a previously reported pediatric linear template). Results: Spatial normalization to the PAPT significantly improved registration similarities (P < 0.001), and nearly eliminated regions of potential biases (< 2% of whole brain volume). The PAPT-based epileptogenic focus localization achieved a substantial agreement with MDT diagnosis (Kappa = 0.757), significantly outperforming localization based on the adult template (Kappa = 0.496) and linear template (Kappa = 0.569) (P < 0.05). The PAPT-based localization achieved the highest detection rate (89.2%) and accuracy (80.0%). In postsurgical seizure-free patients (n = 40), the PAPT-based localization also achieved a substantial agreement with resection areas (Kappa = 0.743), and the highest detection rate (95%) and accuracy (80.0%). Conclusion: The PAPT can significantly improve spatial normalization and epileptogenic focus localization in pediatric epilepsy. Future pediatric neuroimaging studies can also benefit from the unbiased spatial normalization by PAPT. Trial registration. NCT04725162: https://clinicaltrials.gov/ct2/show/NCT04725162 [ABSTRACT FROM AUTHOR]
- Subjects :
- DIAGNOSIS of epilepsy
PILOT projects
COMPUTERS in medicine
DIGITAL image processing
STATISTICS
AGE
MEDICAL care
REGRESSION analysis
RETROSPECTIVE studies
SURGICAL complications
DIAGNOSTIC imaging
RADIOPHARMACEUTICALS
POSITRON emission tomography
HEALTH care teams
DESCRIPTIVE statistics
DEOXY sugars
COMPUTED tomography
DATA analysis software
NEURORADIOLOGY
Subjects
Details
- Language :
- English
- ISSN :
- 16197070
- Volume :
- 49
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- European Journal of Nuclear Medicine & Molecular Imaging
- Publication Type :
- Academic Journal
- Accession number :
- 155912919
- Full Text :
- https://doi.org/10.1007/s00259-021-05611-w