DETERMINAÇÃO DO FLAVONOIDE QUERCETINA EM EXTRATOS DE PLANTA POR INFRAVERMELHO (ATR-FTIR) E QUIMIOMETRIA

DETERMINATION OF THE FLAVONOID QUERCETIN IN PLANT EXTRACTS BY INFRARED SPECTROSCOPY (ATR-FTIR) AND CHEMOMETRICS. This work evaluated mid-infrared spectroscopy combined with chemometrics for qualitative and quantitative analysis of flavonoids in plant extracts. The exploratory data analysis was conducted using principal component analysis (PCA) and hierarchical cluster analysis (HCA), while the calibration model was developed using the partial least squares (PLS) regression technique. Methanolic extracts were obtained from 15 plant species collected during rainy and dry seasons, totaling 26 samples. Ultraviolet-visible (UV-Vis) spectroscopy was used as a reference method for the determination of flavonoids. PCA and HCA grouped the samples according to their chemical composition, with no significant variations due to seasonality. The extract of “quebra-pedra” (Phyllanthus niruri) formed a distinct cluster related to the spectral bands at 1012 and 1047 cm–1, attributed to C–O stretching in carbohydrates and cellulose derivatives. The regression model presented a root mean square error of calibration (RMSEC) of 0.06, root mean square error of cross-validation (RMSECV) of 0.13, root means square error of prediction (RMSEP) of 0.20, and residual predictive deviation (RDP) of 1.62. These results demonstrate that the combination of Fourier transform infrared spectroscopy (FTIR) and PLS presents itself as an alternative to predicting the concentration of flavonoids in complex samples, such as plant extracts.

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Publication Details

Journal
Química Nova
Published
2025-01-01
DOI
https://doi.org/10.21577/0100-4042.20250210
Primary Topic
Agricultural and Food Sciences
Type
article
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article

DETERMINAÇÃO DO FLAVONOIDE QUERCETINA EM EXTRATOS DE PLANTA POR INFRAVERMELHO (ATR-FTIR) E QUIMIOMETRIA

Gilmar S. Silva, Antônio José Cantanhede Filho, Marcos L.S. Oliveira, Eduardo Bezerra de Almeida et al.
Química Nova
Agricultural and Food Sciences
article

DETERMINAÇÃO DO FLAVONOIDE QUERCETINA EM EXTRATOS DE PLANTA POR INFRAVERMELHO (ATR-FTIR) E QUIMIOMETRIA

Gilmar S. Silva, Antônio José Cantanhede Filho, Marcos L.S. Oliveira, Eduardo Bezerra de Almeida, Nádia Barbosa da Costa, Eliane R. de Sousa
article en

Abstract

DETERMINATION OF THE FLAVONOID QUERCETIN IN PLANT EXTRACTS BY INFRARED SPECTROSCOPY (ATR-FTIR) AND CHEMOMETRICS. This work evaluated mid-infrared spectroscopy combined with chemometrics for qualitative and quantitative analysis of flavonoids in plant extracts. The exploratory data analysis was conducted using principal component analysis (PCA) and hierarchical cluster analysis (HCA), while the calibration model was developed using the partial least squares (PLS) regression technique. Methanolic extracts were obtained from 15 plant species collected during rainy and dry seasons, totaling 26 samples. Ultraviolet-visible (UV-Vis) spectroscopy was used as a reference method for the determination of flavonoids. PCA and HCA grouped the samples according to their chemical composition, with no significant variations due to seasonality. The extract of “quebra-pedra” (Phyllanthus niruri) formed a distinct cluster related to the spectral bands at 1012 and 1047 cm–1, attributed to C–O stretching in carbohydrates and cellulose derivatives. The regression model presented a root mean square error of calibration (RMSEC) of 0.06, root mean square error of cross-validation (RMSECV) of 0.13, root means square error of prediction (RMSEP) of 0.20, and residual predictive deviation (RDP) of 1.62. These results demonstrate that the combination of Fourier transform infrared spectroscopy (FTIR) and PLS presents itself as an alternative to predicting the concentration of flavonoids in complex samples, such as plant extracts.

Química Nova
Openalex Percentile: Top 73%
Agricultural and Food Sciences
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DETERMINAÇÃO DO FLAVONOIDE QUERCETINA EM EXTRATOS DE PLANTA POR INFRAVERMELHO (ATR-FTIR) E QUIMIOMETRIA — Gilmar S. Silva, Antônio José Cantanhede Filho, et al. · Química Nova (2025) | TGRS Research Map | TGRS