Literature DB >> 25794717

Development and analytical validation of a screening method for simultaneous detection of five adulterants in raw milk using mid-infrared spectroscopy and PLS-DA.

Bruno G Botelho1, Nádia Reis2, Leandro S Oliveira2, Marcelo M Sena3.   

Abstract

This paper proposed a new screening method for the simultaneous detection of five common adulterants in raw cow milk by using attenuated total reflectance (ATR) mid infrared spectroscopy and multivariate supervised classification (partial least squares discrimination analysis - PLSDA). The method was able to detect the presence of the adulterants water, starch, sodium citrate, formaldehyde and sucrose in milk samples containing from one up to five of these analytes, in the range of 0.5-10% w/v. A multivariate qualitative validation was performed, estimating specific figures of merit, such as false positive and false negative rates, selectivity, specificity and efficiency rates, accordance and concordance. The proposed method does not need any sample pretreatment, requires a small amount of sample (30 μL), is fast and simple, being suitable for the control of raw milk in a dairy industry or for the quality inspection of commercialized milk.
Copyright © 2015 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Adulteration; FT-IR; Milk; Partial least squares discriminant analysis; Qualitative validation; Screening analysis

Mesh:

Year:  2015        PMID: 25794717     DOI: 10.1016/j.foodchem.2015.02.077

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  16 in total

1.  Adulteration identification in raw milk using Fourier transform infrared spectroscopy.

Authors:  Tatiane Barbosa Coitinho; Laerte Dagher Cassoli; Pedro Henrique Ramos Cerqueira; Helen Krystine da Silva; Juliana Barbosa Coitinho; Paulo Fernando Machado
Journal:  J Food Sci Technol       Date:  2017-05-08       Impact factor: 2.701

2.  Visual paper-based sensor for the highly sensitive detection of caffeine in food and biological matrix based on CdTe-nano ZnTPyP combined with chemometrics.

Authors:  Hengye Chen; Rui Liu; Xiaoming Guo; Gaoqiong Deng; Lu Xu; Lei Zhang; Wei Lan; Chunsong Zhou; Yuanbin She; Haiyan Fu
Journal:  Mikrochim Acta       Date:  2021-01-06       Impact factor: 5.833

3.  Potential biomonitoring of atmospheric carbon dioxide in Coffea arabica leaves using near-infrared spectroscopy and partial least squares discriminant analysis.

Authors:  Cláudia Domiciano Tormena; Gustavo Galo Marcheafave; Elis Daiane Pauli; Roy Edward Bruns; Ieda Spacino Scarminio
Journal:  Environ Sci Pollut Res Int       Date:  2019-08-21       Impact factor: 4.223

4.  Rapid screening on aflatoxins' presence in Pistachia vera nuts using diffuse reflectance infrared Fourier transform spectroscopy and chemometrics.

Authors:  Lydia Valasi; Maria Georgiadou; Petros A Tarantilis; Stavros Yanniotis; Christos S Pappas
Journal:  J Food Sci Technol       Date:  2020-06-06       Impact factor: 2.701

5.  Refractometric Detection of Adulterated Milk Based on Multimode Interference Effects.

Authors:  Yadira Aracely Fuentes-Rubio; Yamil Alejandro Zúñiga-Ávalos; José Rafael Guzmán-Sepúlveda; René Fernando Domínguez-Cruz
Journal:  Foods       Date:  2022-04-08

6.  Ex-Vivo Characterization of Bioimpedance Spectroscopy of Normal, Ischemic and Hemorrhagic Rabbit Brain Tissue at Frequencies from 10 Hz to 1 MHz.

Authors:  Lin Yang; Ge Zhang; Jiali Song; Meng Dai; Canhua Xu; Xiuzhen Dong; Feng Fu
Journal:  Sensors (Basel)       Date:  2016-11-18       Impact factor: 3.576

7.  Advances in Atypical FT-IR Milk Screening: Combining Untargeted Spectra Screening and Cluster Algorithms.

Authors:  Lukas Spieß; Peter de Peinder; Harrie van den Bijgaart
Journal:  Foods       Date:  2021-05-18

Review 8.  The Combination of Vibrational Spectroscopy and Chemometrics for Analysis of Milk Products Adulteration.

Authors:  Anjar Windarsih; Abdul Rohman; Sugeng Riyanto
Journal:  Int J Food Sci       Date:  2021-06-29

9.  Efficiency of N2 Gas Flushing Compared to the Lactoperoxidase System at Controlling Bacterial Growth in Bovine Raw Milk Stored at Mild Temperatures.

Authors:  Patricia Munsch-Alatossava; Romanie Quintyn; Ingrid De Man; Tapani Alatossava; Jean-Pierrre Gauchi
Journal:  Front Microbiol       Date:  2016-06-02       Impact factor: 5.640

10.  Rapid detection of talcum powder in tea using FT-IR spectroscopy coupled with chemometrics.

Authors:  Xiaoli Li; Yuying Zhang; Yong He
Journal:  Sci Rep       Date:  2016-07-29       Impact factor: 4.379

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