Using infrared spectroscopy of serum and chemometrics for diagnosis of paracoccidioidomycosis

Autor: Alessandra Koehler, Maria Lúcia Scroferneker, Beatriz Aparecida Soares Pereira, Nikolas Mateus Pereira de Souza, Ricardo de Souza Cavalcante, Rinaldo Pôncio Mendes, Valeriano Antonio Corbellini
Rok vydání: 2022
Předmět:
Zdroj: Journal of pharmaceutical and biomedical analysis. 221
ISSN: 1873-264X
Popis: Paracoccidioidomycosis (PCM) is a systemic granulomatous mycosis endemic to Latin America, whose etiologic agents are fungi of the genus Paracoccidioides. PCM is usually diagnosed by microscopic observation of the fungus in biological samples, combined or not with other techniques such as serological methods. However, all currently used diagnostic methods have limitations. The objective of this study was to develop a method based on Fourier transform infrared spectroscopy (FTIR) and chemometric analysis for PCM diagnosis. We included 224 serum samples: 132 PCM sera, 24 aspergillosis sera, 10 cryptococcosis sera, 8 histoplasmosis sera, and 50 sera from healthy blood donors. Samples were analyzed by attenuated total reflection (ATR), and chemometric analyses including exploratory analysis through principal component analysis (PCA) and a classification method (PCM and non-PCM) through orthogonal partial least squares discriminant analysis (OPLS-DA). The spectra were similar, with the main bands up to approximately 1652 cm
Databáze: OpenAIRE