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Subject-specific Musculoskeletal Model for Studying Bone Strain During Dynamic Motion
Published on: April 11, 2018
Mesh-based detailed skeletal models for the ICRP reference pediatric individuals: development and dosimetric
Chansoo Choi1, Robert J Dawson2, Bangho Shin1
1J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida Gainesville, FL, United States of America.
Insights
This study developed 3D pediatric skeletal models for radiation dosimetry, improving accuracy for red bone marrow (RBM) and endosteum dose calculations in children. These models enhance pediatric skeletal dosimetry by incorporating age-specific anatomical features.
Area of Science:
- Medical Physics
- Radiological Sciences
- Biomedical Engineering
Background:
- The skeleton contains red bone marrow (RBM) and endosteum, crucial for radiation dosimetry due to links with leukemia and bone cancer.
- Existing adult skeletal dosimetry relies on 3D imaging (e.g., µCT), but pediatric dosimetry lags due to a lack of comparable imaging data.
Purpose of the Study:
- To create detailed, 3D image-based pediatric skeletal models for improved radiation dosimetry.
- To incorporate developing pediatric skeleton anatomical features into models derived from adult data.
Main Methods:
- Established target skeletal values from literature and ICRP, including mass and cellularity.
- Refined adult µCT-derived trabecular bone models, added a 50-µm endosteal layer, and defined RBM and yellow bone marrow (YBM) regions.
- Automated all modeling steps using a C++ program.
Main Results:
- Developed 246 high-quality 3D pediatric skeletal models across six age/sex groups (newborn to 15 years).
- Models accurately represent trabecular bone, RBM/YBM, and match target values within 2%.
- Simulations showed specific absorbed fractions increase with decreasing age, influenced by anatomical factors.
Conclusions:
- This work presents the first comprehensive 3D image-based pediatric skeletal models for dosimetry.
- These models and derived dosimetric datasets offer a robust foundation for enhancing pediatric skeletal dosimetry accuracy and reliability.
Abstract:
Objective.The skeleton contains the red bone marrow (RBM) and the endosteum, tissues linked to radiation-induced leukemia and bone cancer, making their consideration essential in radiation dosimetry. Although adult skeletal dosimetry has advanced with 3D images such asμCT images, the scarcity of comparable pediatric images prevents pediatric skeletal dosimetry from achieving a similar level. This study aims to develop 3D image-based detailed pediatric skeletal models that, while grounded in adultμCT images, incorporate the anatomical features of the developing pediatric skeleton.Approach.Target skeletal values were established from extensive anatomical literature and International Commission on Radiological Protection publications, including skeletal tissue mass, cellularity factor, trabecular bone volume fraction, and trabecular number. Guided by these values, trabecular bone models converted from adultμCT images were refined, a 50μm endosteal layer was defined, yellow bone marrow (YBM) was incorporated as adipocytes, and remaining regions were assigned as RBM. All modeling steps were performed automatically using our C++-based bone modeling program.Main results.A total of 246 pediatric skeletal models were developed in a high-quality mesh format across six age and sex groups (sex-averaged newborn, 1 year-old, 5 year-old, and 10 year-old, and sex-specific 15 year-old male and female), with each group comprising 41 models. These models represent trabecular bone and RBM/YBM in both the shallow and deep marrow, and all matched their target values within 2%. For selected cases, PHITS Monte Carlo simulations were used to calculate specific absorbed fractions, which increased with decreasing age due to differences in target mass and the combined effects of the anatomical factors incorporated in this study.Significance.This study provides the first comprehensive set of 3D image-based pediatric skeletal models for skeletal dosimetry. These models, together with the dosimetric datasets derived from them, are expected to provide an anatomically robust foundation for improving the accuracy and reliability of pediatric skeletal dosimetry.
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