Localizing longitudinal changes in volumetric bone mineral density after acute knee injury using voxel-based morphometry

Osteoarthritis (OA) is a progressive, degenerative whole joint disease that leads to pain, stiffness, and substantial reductions in physical activity and quality of life. Since the aetiology of OA is poorly understood, studying at-risk individuals, such as patients who have sustained an anterior cruciate ligament (ACL) injury, provides a unique opportunity to investigate early disease mechanisms. Early joint changes after an ACL injury often manifest in the peri-articular bone, which can be accurately captured using X-ray-based imaging modalities (e.g., dual energy quantitative computed tomography; DE-QCT) that capture bone mineral density (BMD). Voxelbased morphometry (VBM) can provide a comprehensive assessment of the entire bone structure through voxel-by-voxel comparisons, revealing both spatial and temporal patterns in BMD changes. The aim of this thesis was to develop and implement a voxel-wise analysis pipeline for peri-articular bone, enabling the detailed assessment of peri-articular BMD changes over the three years following ACL injury. Population-based atlases of the distal femur, proximal tibia, and patella were developed to facilitate voxel-wise comparisons. The precision of BMD measurements was evaluated both globally and locally, demonstrating excellent global reproducibility with localized variability at the voxel level. The established pipeline was applied to study the spatiotemporal BMD changes in the ACL-injured and contralateral knees, revealing region specific and time-dependent adaptations. A key finding was that early BMD losses often overlapped regions of bbone marrow lesions. This work highlights the value of combining DE-QCT and VBM for understanding of bone adaptations following ACL injury and its potential role in post-traumatic OA development.

Name thesis:degree_name

Master of Science (MSc)

Discipline thesis:degree_discipline

Engineering – Biomedical

Grantor dc:publisher.institution

Graduate Studies

Year dc:date.issued

2026

Author dc:creator

• Pavlovic, Nina

Advisor dc:contributor.advisor

• Boyd, Steven Kyle

Committee members dc:contributor.committeemember

• Manske, Sarah Lynn
• Walker, Richard Allan Edward

Statement dc:rights

• University of Calgary graduate students retain copyright ownership and moral rights for their thesis. You may use this material in any way that is permitted by the Copyright Act or through licensing that has been assigned to the document. For uses that are not allowable under copyright legislation or licensing, you are required to seek permission.

Language dc:language.iso

en

DOI

https://dx.doi.org/10.11575/PRISM/50973

OAI identifier oai:identifier

oai:ucalgary.scholaris.ca:1880/123863