Thesis Format
Integrated Article
Degree
Doctor of Philosophy
Program
Biomedical Engineering
Collaborative Specialization
Musculoskeletal Health Research
Supervisor
Diop, Mamadou
Abstract
Rheumatoid arthritis (RA) is the most common type of inflammatory arthritis, and affects approximately 1% of the population in Canada. While the disease has no cure, early treatment within the first 3-6 months of onset is known to substantially reduce disease progression and improve patient prognosis. Nevertheless, identifying which therapy will elicit the appropriate treatment response depends on a time-consuming, trial-and-error approach. Thus, there is a strong clinical motivation to develop treatment monitoring methods which signal the need for treatment adaptation as early as possible; this helps ensure that patients reap the benefits of effective early treatment, and mitigates the risk of irreversible joint damage.
The limitations of current monitoring methods include subjectivity, low sensitivity, high cost, and operator dependence. Diffuse optical methods offer an objective, sensitive, low-cost, and operator-independent solution for monitoring RA disease activity. Previous diffuse optical methods used continuous-wave and frequency-domain techniques to identify joint inflammation; however, little work has explored time-domain (TD) methods. TD techniques typically provide richer information content, which may be leveraged to increase sensitivity to subtle changes in RA disease activity.
This dissertation investigates the prospects of two TD diffuse optical methods for RA treatment monitoring. First, a contrast-enhanced near-infrared spectroscopy technique was used to monitor joint blood flow (BF) changes in a longitudinal study of a rat model of inflammatory arthritis. However, the study found no significant difference in joint BF between controls and rats with induced arthritis. Second, a novel TD diffuse optical imaging (DOI) method for monitoring RA disease activity was developed and assessed in silico; this method was then implemented experimentally and tested on disease-mimicking phantoms. Spatiotemporal Fourier components extracted from simulated TD-DOI images were strongly correlated with a measure of virtual RA disease activity, and components acquired by the experimental TD-DOI system could clearly distinguish between phantoms that mimicked different RA disease activities. These findings suggest that TD-DOI has the potential to be a sensitive treatment monitoring tool for RA, and future work should test its efficacy in RA patients.
Summary for Lay Audience
Rheumatoid arthritis (RA) is a common, long-term inflammatory disease which primarily affects joints. The disease has no cure, but starting treatment early after diagnosis can substantially improve patient outcomes over the long term. Since patients with RA respond differently to the various available treatments, identifying the correct treatment for an individual patient requires a time-consuming, trial-and-error approach. Therefore, there is a need for treatment monitoring methods that can easily determine if a patient is responding to treatment as early as possible to avoid further joint damage and help ensure that patients reap the benefits of effective early treatment.
Current monitoring methods are either subjective, expensive, have low sensitivity, or are highly dependent on the person operating the monitoring equipment. Optical techniques are an objective, sensitive, and relatively low-cost alternative for treatment monitoring which do not depend on an experienced equipment operator. Previous optical imaging methods have been used to identify joint inflammation; however, there has been little work focused on methods using time-domain (TD) acquisition even though it typically provides more information, and might be more effective at identifying subtle changes in joint inflammation.
This dissertation investigates the prospects of two TD optical methods for RA treatment monitoring. First, an optical technique for measuring joint blood flow (BF) was used to track BF changes in a rat model of inflammatory arthritis. However, this study did not find any significant difference in joint BF between rats with induced arthritis and healthy rats. Second, a TD diffuse optical imaging (DOI) method for RA treatment monitoring was developed and assessed using computer simulations; this method was then implemented experimentally and tested on physical models that mimic different stages of RA. Simulated TD-DOI images could be used to track different levels of virtual disease, and images acquired by the TD-DOI imaging system could distinguish between the physical disease models. TD-DOI has the potential to be a sensitive treatment monitoring tool for RA patients, and future research should test this technique in RA patients.
Recommended Citation
Ioussoufovitch, Seva, "Detecting Treatment Failure in Rheumatoid Arthritis with Time-Domain Diffuse Optical Methods" (2023). Electronic Thesis and Dissertation Repository. 9775.
https://ir.lib.uwo.ca/etd/9775
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