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Cranial growth in isolated sagittal craniosynostosis compared with normal growth in the first 6 months of age
Ezgi Mercan1, Richard A Hopper1,2, A Murat Maga3,4
1Craniofacial Center, Seattle Children's Hospital, Seattle, WA, USA.
Insights
Sagittal craniosynostosis (SCS) involves abnormal infant skull growth. This study developed models to quantify growth differences in SCS patients versus normal infants, revealing accelerated growth at specific sutures in SCS.
Area of Science:
- Craniofacial Surgery
- Pediatric Neurosurgery
- Medical Imaging Analysis
Background:
- Sagittal craniosynostosis (SCS) is the most common premature cranial suture fusion, leading to abnormal head shape requiring surgical correction.
- Objective and repeatable measures are crucial for assessing SCS severity and surgical outcomes.
- Understanding infant skull growth patterns in SCS is vital for developing predictive surgical outcome models.
Purpose of the Study:
- To develop statistical models of infant skull growth (0-6 months) in both normative and SCS populations.
- To apply these models to assess differences in post-natal growth patterns and sutural growth rates between SCS and normal infants.
- To lay the groundwork for predictive models of surgical outcomes in SCS.
Main Methods:
- Utilized CT scans from 81 non-syndromic SCS patients and 117 controls (0-6 months).
- Created population-level statistical templates and 3D skull meshes for weekly growth up to 6 months.
- Annotated cranial sutures with semi-landmarks to measure bone displacement and suture closure rates.
Main Results:
- Growth at the metopic and coronal sutures was significantly more rapid in the SCS cohort compared to the normal cohort.
- Antero-posterior displacement indicated faster sagittal plane growth in the SCS model.
- Statistical templates and geometric morphometrics provided objective, reproducible measurements of growth differences.
Conclusions:
- Statistical templates and geometric morphometrics are effective tools for analyzing skull growth in synostotic and normal populations.
- This study provides the first quantification of bone growth in the first six months for both normal and SCS infants.
- Findings support the use of these methods for objective assessment of SCS severity and surgical outcomes.
Abstract:
Sagittal craniosynostosis (SCS), the most common type of premature perinatal cranial suture fusion, results in abnormal head shape that requires extensive surgery to correct. It is important to find objective and repeatable measures of severity and surgical outcome to examine the effect of timing and technique on different SCS surgeries. The purpose of this study was to develop statistical models of infant (0-6 months old) skull growth in both normative and SCS subjects (prior to surgery). Our goal was to apply these models to the assessment of differences between these two groups in overall post-natal growth patterns and sutural growth rates as a first step to develop methods for predictive models of surgical outcome. We identified 81 patients with isolated, non-syndromic SCS from Seattle Children's Craniofacial Center patient database who had a preoperative CT exam before the age of 6 months. As a control group, we identified 117 CT exams without any craniofacial abnormalities or bone fractures in the same age group. We first created population-level templates from the CT images of the SCS and normal groups. All CT images from both groups, as well as the canonical templates of both cohorts, were annotated with anatomical landmarks, which were used in a growth model that predicted the locations of these landmarks at a given age based on each population. Using the template images and the landmark positions predicted by the growth models, we created 3D meshes for each week of age up to 6 months for both populations. To analyze the growth patterns at the suture sites, we annotated both templates with additional semi-landmarks equally spaced along the metopic, coronal, sagittal and lambdoidal cranial sutures. By transferring these semi-landmarks to meshes produced from the growth model, we measured the displacement of the bone borders and suture closure rates. We found that the growth at the metopic and coronal sutures were more rapid in the SCS cohort than in the normal cohort. The antero-posterior displacement of the semi-landmarks also indicated a more rapid growth in the sagittal plane in the SCS model than in the normal model. Statistical templates and geometric morphometrics are promising tools for understanding the growth patterns in normal and synostotic populations and to produce objective and reproducible measurements of severity and outcome. Our study is the first of its kind to quantify the bone growth for the first 6 months of life in both normal and sagittal synostosis patients.
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