Preliminary Study for the Early Diagnosis of Osteoarthritis in Human Synovial Fluid Using ATR-FTIR Combined with Chemometrics

Objectives: Osteoarthritis (OA) is the most common form of arthritis resulting in joint deterioration. Currently, OA treatment primarily focuses on symptom management. The development of tools suitable for diagnosis is needed to support a paradigm shift towards the prevention of OA rather than treatment. Therefore, having effective diagnostic tools for early detection of OA is crucial.Methods: The present study aimed to develop a rapid, inexpensive, and reliable detection method using attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopy and chemometrics using synovial fluid (SF) for the early diagnosis of osteoarthritis (OA). A preliminary sample consisting of ۱۰ participants in the OA group and ۱۰ in the non-OA group was used to establish the feasibility of the method. All synovial fluid samples were handled uniformly, using fresh drops of ۵۰ µL from each sample ten times, resulting in a total of ۲۰۰ infrared spectra collected and analysed, revealing significant differences that effectively separated the OA and non-OA groups, demonstrating the potential of this approach for future larger-scale studies.Results: A significant discrepancy seen in distinguishing SF samples from different categories via variance spectra specifically highlighted by wavenumber ۵۵۱ cm-۱. The predictive model achieved an accuracy rate of ۸۵%, demonstrating promising results.Conclusion: Our findings suggest that a discriminative model using the ATR-FTIR spectrum could enhance early diagnosis of human OA, providing superior results compared to using serum. This approach reflects the localized joint condition more accurately than serum, which reflects systemic condition.        Level of evidence: IV

کلیدواژه ها:

Chemometrics ، FTIR ، infrared spectroscopy ، Osteoarthritis ، synovial fluid