Determination of the Mineral Composition and Toxic Element Contents of Propolis by Near Infrared Spectroscopy

被引:44
作者
Inmaculada Gonzalez-Martin, M. [1 ]
Escuredo, Olga [2 ]
Revilla, Isabel [3 ]
Vivar-Quintana, Ana M. [3 ]
Carmen Coello, M. [2 ]
Palacios Riocerezo, Carlos [4 ]
Wells Moncada, Guillermo [5 ]
机构
[1] Fac Ciencias Quim, Dept Quim Analit Nutr & Bromatol, Salamanca 37008, Spain
[2] Univ Vigo, Fac Ciencias, Dept Biol Vegetal & Ciencias Suelo, As Lagoas 32004, Ourense, Spain
[3] Escuela Politecn Super Zamora, Area Tecnol Alimentos, Zamora 49022, Spain
[4] Univ Avda, Fac Ciencias Agr & Ambientales, Area Prod Anim, Salamanca 119129, Spain
[5] Univ Concepcion, Dept Anim Prod, Fac Agron, Chillan 595, Chile
关键词
propolis; mineral composition; lead; near-infrared spectroscopy; determination; cross-validation; BEE POLLEN; DIFFERENT REGIONS; TRACE-ELEMENTS; METAL CONTENT; LEAD; FLAVONOIDS; PRODUCTS; CADMIUM; FORAGES; SOIL;
D O I
10.3390/s151127854
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The potential of near infrared spectroscopy (NIR) with remote reflectance fiber-optic probes for determining the mineral composition of propolis was evaluated. This technology allows direct measurements without prior sample treatment. Ninety one samples of propolis were collected in Chile (Bio-Bio region) and Spain (Castilla-Leon and Galicia regions). The minerals measured were aluminum, calcium, iron, potassium, magnesium, phosphorus, and some potentially toxic trace elements such as zinc, chromium, nickel, copper and lead. The modified partial least squares (MPLS) regression method was used to develop the NIR calibration model. The determination coefficient (R-2) and root mean square error of prediction (RMSEP) obtained for aluminum (0.79, 53), calcium (0.83, 94), iron (0.69, 134) potassium (0.95, 117), magnesium (0.70, 99), phosphorus (0.94, 24) zinc (0.87, 10) chromium (0.48, 0.6) nickel (0.52, 0.7) copper (0.64, 0.9) and lead (0.70, 2) in ppm. The results demonstrated that the capacity for prediction can be considered good for wide ranges of potassium, phosphorus and zinc concentrations, and acceptable for aluminum, calcium, magnesium, iron and lead. This indicated that the NIR method is comparable to chemical methods. The method is of interest in the rapid prediction of potentially toxic elements in propolis before consumption.
引用
收藏
页码:27854 / 27868
页数:15
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