Guerra, Ricardo OliveiraFreitas, Raysa Vanessa de Medeiros2023-07-132023-07-132023-05-24FREITAS, Raysa Vanessa de Medeiros. Rasteio e identificação da osteosarcopenia em mulheres idosas por meio da espectroscopia por infravermelho e biomarcadores. Orientador: Ricardo Oliveira Guerra. 2023. 107f. Tese (Doutorado em Ciências da Saúde) - Centro de Ciências da Saúde, Universidade Federal do Rio Grande do Norte, Natal, 2023.https://repositorio.ufrn.br/handle/123456789/53342Osteosarcopenia is a complex geriatric syndrome characterized by the presence of both sarcopenia and osteopenia/osteoporosis. This condition increases rates of disability, falls, fractures, mortality and mobility impairments in older adults. The purpose of this study was to analyze the Fourier Transform Infrared (FTIR) spectroscopy diagnostic power for osteosarcopenia in community-dwelling older women (n = 64, 32 osteosarcopenic and 32 non-osteosarcopenia). FTIR is a fast and reproducible technique highly sensitive to biological tissues and a mathematical model was created using multivariate classification techniques that denoted the graphic spectra of the molecular groups. Genetic algorithm and support vector machine regression (GA-SVM) was the most feasible model, achieving 80.0% of accuracy. GA-SVM identified 15 wavenumbers responsible for class differentiation, in which several amino acids (responsible for the proper activation of the mammalian target of rapamycin) and hydroxyapatite (an inorganic bone component) were observed. Imaging tests and a low availability of instruments that allow the observation of osteosarcopenia involves high health costs for patients and restrictive indications. Therefore, FTIR can be used to diagnose osteosarcopenia due to its efficiency, low cost and to enable early detection in the geriatric services, contributing to advances in science and technology that are potential “conventional” methods in the future.Acesso AbertoOsteoporose - sarcopeniaQuímica analíticaOsteossarcopeniaClassificação multivariadadoctoralThesisCNPQ::CIENCIAS DA SAUDE