Spectroscopy NIR and MIR toward predicting simultaneous phenolic contents and antioxidant in red propolis by multivariate analysis

被引:31
作者
Sales de Lima, Amanda Beatriz [1 ]
Batista, Acsa Santos [1 ]
Correia Santos, Mariana Romana [1 ]
da Rocha, Renata de Souza [1 ]
da Silva, Marcondes Viana [1 ]
Barbosa Ferrao, Sibelli Passini [1 ]
Silva de Almeida, Vitor Visintin [2 ]
Santos, Leandro Soares [1 ]
机构
[1] Univ Estadual Sudoeste Bahia, Dept Tecnol Rural & Anim, Praca Primavera 40, BR-45700000 Itapetinga, BA, Brazil
[2] Univ Fed Alagoas, Ave Manoel Severino Barbosa, BR-57309005 Arapiraca, AL, Brazil
关键词
Chemometry; Infrared-spectroscopy; Chromatography; Bee products; Calibration; Bioactive compounds; NEAR-INFRARED SPECTROSCOPY; QUANTIFICATION;
D O I
10.1016/j.foodchem.2021.130744
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Conventional methods for determining phenolics and their bioactive properties are expensive, time-consuming, and laborious. This hinders the quality control of red propolis, recognized for having different types of phenolic constituents with different bioactive properties, for example, its antioxidant properties. In this sense, we present a new application of near and medium infrared spectroscopy to predict phenolic constituents, total flavonoids, gallic acid, kaempferol, pyrocatechin, quercetin, and different antioxidant tests (DPPH radical, reducing power and protection of the beta-carotene: linoleic acid system) of red propolis using chemometry. The optimized models showed good predictive capacity with a minimum correlation coefficient of 0.70, low associated error, and figures of merit that indicate the good predictive capacity in the validation of the models. These data show infrared spectroscopy as efficient to simultaneously predict nine quality analyzes of red propolis quickly and simply. This also avoids tedious procedures for traditional chromatographic and spectrophotometric tests.
引用
收藏
页数:8
相关论文
共 42 条
[1]   Chemical composition and biological activity of a new type of Brazilian propolis: Red propolis [J].
Alencar, S. M. ;
Oldoni, T. L. C. ;
Castro, M. L. ;
Cabral, I. S. R. ;
Costa-Neto, C. M. ;
Cury, J. A. ;
Rosalen, P. L. ;
Ikegaki, M. .
JOURNAL OF ETHNOPHARMACOLOGY, 2007, 113 (02) :278-283
[2]   Flavonoid and Antioxidant Capacity of Propolis Prediction Using Near Infrared Spectroscopy [J].
Betances-Salcedo, Eddy ;
Revilla, Isabel ;
Vivar-Quintana, Ana M. ;
Inmaculada Gonzalez-Martin, M. .
SENSORS, 2017, 17 (07)
[3]   Rapid quantification of flavonoids in propolis and previous study for classification of propolis from different origins by using near infrared spectroscopy [J].
Cai, Rui ;
Wang, Shisheng ;
Meng, Yu ;
Meng, Qinggang ;
Zhao, Weijie .
ANALYTICAL METHODS, 2012, 4 (08) :2388-2395
[4]   Fourier transform near infrared spectroscopy as a tool for predicting antioxidant activity of propolis [J].
Calegari, Matheus Augusto ;
Ayres, Bruno Bresolin ;
dos Santos Tonial, Larissa Macedo ;
de Alencar, Severino Matias ;
Cadorin Oldoni, Tatiane Luiza .
JOURNAL OF KING SAUD UNIVERSITY SCIENCE, 2020, 32 (01) :784-790
[5]   Evaluation of drying of edible coating on bread using NIR spectroscopy [J].
Chakravartula, Swathi Sirisha Nallan ;
Cevoli, Chiara ;
Balestra, Federica ;
Fabbri, Angelo ;
Dalla Rosa, Marco .
JOURNAL OF FOOD ENGINEERING, 2019, 240 :29-37
[6]   Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties [J].
Chang, CW ;
Laird, DA ;
Mausbach, MJ ;
Hurburgh, CR .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2001, 65 (02) :480-490
[7]  
Ciurczak EW., 2021, Handbook of Near-Infrared Analysis
[8]   Evolution of food antioxidants as a core topic of food science for a century [J].
Comert, Ezgi Dogan ;
Gokmen, Vural .
FOOD RESEARCH INTERNATIONAL, 2018, 105 :76-93
[9]   Determination of Total Phenolic Compounds and Antioxidant Activity of Ethanolic Extracts of Propolis Using ATR-FT-IR Spectroscopy and Chemometrics [J].
da Silva, Cleidiane ;
Prasniewski, Anaclara ;
Calegari, Matheus A. ;
de Lima, Vanderlei Aparecido ;
Oldoni, Tatiane L. C. .
FOOD ANALYTICAL METHODS, 2018, 11 (07) :2013-2021
[10]   Chemical characterization, antioxidant and cytotoxic activities of Brazilian red propolis [J].
da Silva Frozza, Caroline Olivieri ;
Celi Garcia, Charlene Silvestrin ;
Gambato, Gabriela ;
Oliveira de Souza, Marcia Denize ;
Salvador, Mirian ;
Moura, Sidnei ;
Padilha, Francine Ferreira ;
Seixas, Fabiana Koemmling ;
Collares, Tiago ;
Borsuk, Sibele ;
Dellagostin, Odir Antonio ;
Pegas Henriques, Joao Antonio ;
Roesch-Ely, Mariana .
FOOD AND CHEMICAL TOXICOLOGY, 2013, 52 :137-142