Quantifying glucose and lipid components in human serum by Raman spectroscopy and multivariate statistics.

Autor: Silveira L Jr; Biomedical Engineering Center, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil. landulfo.silveira@gmail.com.; Center of Innovation, Technology and Education - CITE, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil. landulfo.silveira@gmail.com., Borges RCF; Graduate Program in Biomedical Engineering, Universidade Brasil, Rua Carolina Fonseca, 584, São Paulo, 08230-030, SP, Brazil., Navarro RS; Graduate Program in Biomedical Engineering, Universidade Brasil, Rua Carolina Fonseca, 584, São Paulo, 08230-030, SP, Brazil., Giana HE; Laboratório Oswaldo Cruz, Praça Cândida Maria C. Sawaya Giana, 128, São José dos Campos, 12243-003, SP, Brazil., Zângaro RA; Biomedical Engineering Center, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil.; Center of Innovation, Technology and Education - CITE, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil., Pacheco MTT; Biomedical Engineering Center, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil., Fernandes AB; Biomedical Engineering Center, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil.; Center of Innovation, Technology and Education - CITE, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan, 500, São José dos Campos, 12247-016, SP, Brazil.
Jazyk: angličtina
Zdroj: Lasers in medical science [Lasers Med Sci] 2017 May; Vol. 32 (4), pp. 787-795. Date of Electronic Publication: 2017 Mar 07.
DOI: 10.1007/s10103-017-2173-2
Abstrakt: Raman spectroscopy has been employed in the quantitative analysis of biochemical components in human serum. This study aimed to develop a spectral model to estimate the concentration of glucose and lipid fractions in human serum, thus evaluating the feasibility of Raman spectroscopy technique for diagnostic purposes. A total of 44 samples of blood serum were collected from volunteers submitted to routine blood biochemical assay analysis. The biochemical concentrations of glucose, triglycerides, cholesterol, and high-density and low-density lipoproteins (HDL and LDL) were obtained by colorimetric method. Serum samples (200 μL) were submitted to Raman spectroscopy (830 nm, 250 mW, 50-s accumulation). The spectra of sera present peaks related to the main constituents, particularly proteins and lipids. A quantitative model based on partial least squares (PLS) regression has been developed to estimate the concentration of these compounds, taking the biochemical concentrations assayed by the colorimetric method as sample's actual concentrations. The PLS model based on leave-one-out cross-validation approach estimated the concentration of triglycerides and cholesterol with r = 0.98 and 0.96, and root mean square error of 35.4 and 15.9 mg/dL, respectively. For the other biochemicals, the r was ranging from 0.75 to 0.86. These results evidenced the possibility of performing biochemical assay in blood serum samples by Raman spectroscopy and PLS regression and may be employed as a means of diagnosis in routine clinical analysis.
Databáze: MEDLINE
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