Impact of Personalized Mass Distribution on the Spinal Load Predictions of Rigid and Flexible Thorax Models during Forward Flexion

Muhammad Abdullah, Abdul Aziz Vaqar Ahmed Hulleck, Dominika Ignasiak, Tao Liu, Navid Arjmand, Kinda Khalaf, Marwan El-Rich

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Accurate modeling of musculoskeletal (MSK) dynamics tailored to individual patients is crucial for evaluating adult spinal deformities, especially in the thoracic region. This research explores the impact of personalized upper-body mass distribution on predictions of spinal loads using both rigid and flexible thorax models in neutral standing and forward flexion postures. Two MSK models were employed: a rigid thorax model with thoracic spinal discs treated as rigid joints, and a flexible thorax model with thoracic discs modeled as spherical joints allowing three degrees of freedom. These models incorporated constant percentage base (CPB) and body shape-based (BSB) mass distributions, resulting in four configurations: Rigid-CPB, Rigid-BSB, Flexible-CPB, and Flexible-BSB. In neutral standing, the root means square error (RMSE) averaged 16.96% BW in the anteroposterior direction and 24.79% BW in the proximodistal direction between the Rigid-CPB and Flexible-BSB models. These errors increased during forward flexion to 43.72% BW and 84.86% BW, respectively. In the mediolateral direction, RMSE was 6.69% BW during forward flexion and 0.02% BW during neutral standing. The normalized RMSE (nRMSE) averaged below 8.5% in both postures. This study underscores the effectiveness of the Flexible-BSB model in simulating intricate spinal deformities, offering valuable biomechanical insights. It emphasizes the critical role of personalized mass distribution and thoracic flexibility in improving the precision of MSK simulations for clinical applications.

Original languageBritish English
Title of host publicationICBBE 2024 - Proceedings of 2024 11th International Conference on Biomedical and Bioinformatics Engineering
Pages219-225
Number of pages7
ISBN (Electronic)9798400718274
DOIs
StatePublished - 6 Feb 2025
Event11th International Conference on Biomedical and Bioinformatics Engineering, ICBBE 2024 - Osaka, Japan
Duration: 8 Nov 202411 Nov 2024

Publication series

NameICBBE 2024 - Proceedings of 2024 11th International Conference on Biomedical and Bioinformatics Engineering

Conference

Conference11th International Conference on Biomedical and Bioinformatics Engineering, ICBBE 2024
Country/TerritoryJapan
CityOsaka
Period8/11/2411/11/24

Keywords

  • Adult Spinal Deformities
  • Biofidelic Musculoskeletal Modeling
  • Thoraco-Lumbar and Lumbo-Pelvic Ratio
  • Three-dimensional Motion Assessment

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