Literature DB >> 28867095

Detection of aflatoxin M1 in milk using spectroscopy and multivariate analyses.

Pranita Jaiswal1, Shyam Narayan Jha2, Jaspreet Kaur2, Anjan Borah2, H G Ramya2.   

Abstract

Aflatoxin M1 (AFM1), a potentially carcinogenic compound, is found in milk obtained from animals that consume contaminated feed. Spectra of bovine milk, spiked with AFM1 (0, 0.02, 0.04, 0.06, 0.08 and 0.1μg/l) were acquired using attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectrometer. Spectra revealed significant differences among pure and AFM1 spiked samples in spectral regions 1800-650cm-1 and 3689-3499cm-1, which may be attributed to complex chemical structure of AFM1. Principal component analysis (PCA) showed clear clustering of samples (p⩽0.05). The models could successfully classify (>86%) and detect even 0.02μg/l AFM1 in milk (p⩽0.05) using SIMCA. AFM1 was best predicted in wavenumber range of 1800-650cm-1 with coefficient of determination (R2) of 0.99 and 0.98, for calibration and validation, respectively, using partial least square (PLS) regression. The study indicated feasibility of ATR-FTIR spectroscopy and chemometrics in rapid detection and quantification of AFM1 in milk.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  ATR-FTIR; Aflatoxin M1; Chemometrics; Partial least square regression; Spectroscopy

Mesh:

Substances:

Year:  2016        PMID: 28867095     DOI: 10.1016/j.foodchem.2016.07.150

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


  6 in total

1.  Comparison of transmission FTIR and ATR spectra for discrimination between beef and chicken meat and quantification of chicken in beef meat mixture using ATR-FTIR combined with chemometrics.

Authors:  Zahra Keshavarzi; Sahar Barzegari Banadkoki; Mehrdad Faizi; Yalda Zolghadri; Farshad H Shirazi
Journal:  J Food Sci Technol       Date:  2019-11-28       Impact factor: 2.701

2.  Urinary Aflatoxin M1 Concentration and Its Determinants in School-Age Children in Southern Ethiopia.

Authors:  Tafere Gebreegziabher; Melanie Dean; Elilta Elias; Workneh Tsegaye; Barbara J Stoecker
Journal:  Nutrients       Date:  2022-06-22       Impact factor: 6.706

3.  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

Review 4.  Detection Methods for Aflatoxin M1 in Dairy Products.

Authors:  Andreia Vaz; Ana C Cabral Silva; Paula Rodrigues; Armando Venâncio
Journal:  Microorganisms       Date:  2020-02-12

5.  A Flexible PI/Si/SiO2 Piezoresistive Microcantilever for Trace-Level Detection of Aflatoxin B1.

Authors:  Yuan Tian; Yi Liu; Yang Wang; Jia Xu; Xiaomei Yu
Journal:  Sensors (Basel)       Date:  2021-02-05       Impact factor: 3.576

6.  Impact of Germination on the Microstructural and Physicochemical Properties of Different Legume Types.

Authors:  Denisa Atudorei; Silviu-Gabriel Stroe; Georgiana Gabriela Codină
Journal:  Plants (Basel)       Date:  2021-03-22
  6 in total

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