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Raman spectroscopy of monosodium urate crystals: A novel tool for non-invasive gout diagnosis

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thesis
posted on 21.05.2021, 16:24 by Faizan Bilwani
Gout is the most common form of inflammatory arthritis. It results in the deposition of monosodium urate crystals (MSU) at the surface of a joint or the articular cartilage. The gold standard for gout diagnosis is synovial fluid (SF) analysis which requires aspiration of the fluid and subsequent analysis by polarized light microscopy (PLM). This has poor reproducibility, is invasive and requires trained personal to perform the analysis. Raman spectroscopy (RS) has the potential to be a non-invasive diagnostic tool that can detect the presence of MSU crystals. The purpose of the research was to determine whether Raman spectroscopy applied onto the surface of a joint could detect MSU crystals through the skin. Two clinical studies were conducted, entitled the Pilot study (Pilot) and the sons of gout study (SOG). Pilot (n=20) considered ten clinically diagnosed gout sufferers and ten clinically diagnosed Osteoarthritis (OA) patients that acted as control. SOG (n=25) considered nine asymptomatic patients where gout was confirmed by clinicians at time of experiment by ultrasound, and 16 Non-Gouty patients, which did not show any signs of gout. An algorithm was implemented in Matlab® 2016 that removed background florescence, performed denoising and identified the presence or absence of MSU peaks. The comparisons were made against Raman peaks that are known to relate to MSU according to the literature. Three peak combinations, entitled C1, C2 and C3 were evaluated based on their resulting sensitivities and specificities for both studies. C1 was chosen as it provided the highest sensitivity for both studies. Pilot was found to have a sensitivity and specificity of 0.8 and 0.7, respectively. SOG had a sensitivity and specificity of 1 and 0.5, respectively. The results indicated that RS diagnosis is able to achieve good to high sensitivity comparable to other gout detection techniques but a moderate to good specificity. The results also show that RS is fully capable of detecting MSU crystals in-vivo, but results in a high number of false positives, 2 for Pilot and 7 for SOG. However, the false positives in Pilot may be attributed to the control subjects suffering from osteoarthritis, which can be a precursor of gout, and the false positives in the SOG study may be a result of ultrasound (US) being used as the confirmatory diagnostic technique that RS is being compared to. US is known to have sensitivity as low as 0.22 and is operator-dependent. Larger population studies are needed to confirm the ability of RS as a diagnostic tool for detecting gout.

History

Editor

Ryerson University

Language

eng

Degree

Master of Applied Science

Program

Mechanical and Industrial Engineering

Granting Institution

Ryerson University

LAC Thesis Type

Thesis