FTIR, RAMAN and biochemical tools to detect reveal of oxidative Stress-Related lipid and protein changes in fibromyalgia

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dc.authoridPaja, Wieslaw/0000-0002-6446-036X
dc.authoridKaraca, Burcu/0000-0003-2401-5445
dc.authoridGuleken, Zozan/0000-0002-4136-4447
dc.authoridJakubczyk, Pawel/0000-0002-5353-7915
dc.authoridCebulski, Jozef/0000-0001-5657-5354
dc.authorwosidPaja, Wieslaw/I-2597-2016
dc.authorwosidKaraca, Burcu/A-7348-2015
dc.authorwosidGuleken, Zozan/AAF-1789-2019
dc.authorwosidJakubczyk, Pawel/V-6524-2018
dc.contributor.authorGuleken, Zozan
dc.contributor.authorSuna, Gizem
dc.contributor.authorKaraca, Sahika Burcu
dc.contributor.authorBulut, Huri
dc.contributor.authorAyada, Ceylan
dc.contributor.authorPancerz, Krzysztof
dc.contributor.authorPaja, Wieslaw
dc.date.accessioned2024-05-19T14:41:33Z
dc.date.available2024-05-19T14:41:33Z
dc.date.issued2023
dc.departmentİstinye Üniversitesien_US
dc.description.abstractIn this study, our aim was to investigate the pathogenesis and diagnosis of fibromyalgia (FM), a complex disorder with poorly understood causes. We focused on examining the role of oxidative stress and associated lipid and protein alterations in FM patients. To achieve this, we conducted a comprehensive analysis of serum samples obtained from 60 FM patients and 40 healthy individuals. In our analysis, we employed various biochemical assays and spectroscopic techniques including Fourier Transform Infra-Red (FTIR) and Raman spectroscopy. Moreover, we applied advanced statistical methods such as chemometrics and machine learning algorithms to analyze the collected data.The obtained results showed higher levels of oxidative stress, around 113% on the visual analogue scale score and around 5800% higher when C = O vibrations from lipids visible in FTIR spectra were analyzed. Also, lower levels of total antioxidants and oxidants in FM patients were observed compared with the healthy group.Moreover, FTIR spectra of serum collected from FM patients showed significantly higher absorbance of bands corresponding to polysaccharides, proteins, and lipids, while differences were not found in the Raman spectra. The principal component analysis (PCA) of the obtained spectroscopic data showed that it is possible to distinguish patients suffering from FM and healthy control groups with 100% accuracy using FTIR spectroscopy. PLS analysis showed significance in the differentiation of lipid vibrations among groups. In summary, FTIR coupled with chemometrics has the potential for fibromyalgia diagnosis.en_US
dc.identifier.doi10.1016/j.infrared.2023.104793
dc.identifier.issn1350-4495
dc.identifier.issn1879-0275
dc.identifier.scopus2-s2.0-85164257679en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org10.1016/j.infrared.2023.104793
dc.identifier.urihttps://hdl.handle.net/20.500.12713/5125
dc.identifier.volume133en_US
dc.identifier.wosWOS:001039459600001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofInfrared Physics & Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240519_kaen_US
dc.subjectFibromyalgiaen_US
dc.subjectOxidative Loaden_US
dc.subjectFtiren_US
dc.subjectRamanen_US
dc.subjectMachine Learningen_US
dc.titleFTIR, RAMAN and biochemical tools to detect reveal of oxidative Stress-Related lipid and protein changes in fibromyalgiaen_US
dc.typeArticleen_US

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