Literature DB >> 33505080

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

Lydia Valasi1, Maria Georgiadou2, Petros A Tarantilis1, Stavros Yanniotis2, Christos S Pappas1.   

Abstract

Aflatoxin contamination in pistachios has been analyzed in this work, using Diffuse Reflectance Infrared Spectroscopy (DRIFTS) with chemometrics. Forty-nine Greek pistachio samples of different aflatoxin concentrations were classified into aflatoxin and non-aflatoxin groups using the 3035-2821, 1770-1721, 1570-1481 and 1260-1061 cm-1 spectral regions in Kubelka-Munk conversion and first derivative form. A chemometric model was developed using twenty-eight samples as calibration, 11 as validation and 10 as test set. The discrimination analysis separated correctly the 100% of the calibration and the validation set and the 80% of the test set. The proposed chemometric model is simple, rapid, economical and environmentally friendly since it does not require chemical pre-treatment of the samples. It is expected that the present method may be proved useful in food industry and the inspection authorities as a rapid decision-making tool to detect batches that must be rejected and enhance consumers' protection from aflatoxin contaminated pistachios. © Association of Food Scientists & Technologists (India) 2020.

Entities:  

Keywords:  Aflatoxins; Chemometrics; DRIFTS; Discriminant analysis; FT-IR; Pistachios

Year:  2020        PMID: 33505080      PMCID: PMC7813946          DOI: 10.1007/s13197-020-04549-5

Source DB:  PubMed          Journal:  J Food Sci Technol        ISSN: 0022-1155            Impact factor:   2.701


  11 in total

1.  Scale-based normalization of spectral data.

Authors:  Timothy W Randolph
Journal:  Cancer Biomark       Date:  2006       Impact factor: 4.388

2.  Quantitative analysis of red wine tannins using Fourier-transform mid-infrared spectrometry.

Authors:  Katherina Fernandez; Eduardo Agosin
Journal:  J Agric Food Chem       Date:  2007-08-15       Impact factor: 5.279

3.  Simultaneous quantitative analysis of mebendazole polymorphs A-C in powder mixtures by DRIFTS spectroscopy and ANN modeling.

Authors:  K Kachrimanis; M Rontogianni; S Malamataris
Journal:  J Pharm Biomed Anal       Date:  2009-09-10       Impact factor: 3.935

4.  Geographical differentiation of dried lentil seed (Lens culinaris) samples using diffuse reflectance Fourier transform infrared spectroscopy (DRIFTS) and discriminant analysis.

Authors:  G Kouvoutsakis; C Mitsi; P A Tarantilis; M G Polissiou; C S Pappas
Journal:  Food Chem       Date:  2013-09-13       Impact factor: 7.514

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

Authors:  Bruno G Botelho; Nádia Reis; Leandro S Oliveira; Marcelo M Sena
Journal:  Food Chem       Date:  2015-02-20       Impact factor: 7.514

6.  Volatile profiles of healthy and aflatoxin contaminated pistachios.

Authors:  M Georgiadou; Chr Gardeli; M Komaitis; D I Tsitsigiannis; E J Paplomatas; K Sotirakoglou; S Yanniotis
Journal:  Food Res Int       Date:  2015-04-22       Impact factor: 6.475

7.  Discrimination of edible oils and fats by combination of multivariate pattern recognition and FT-IR spectroscopy: a comparative study between different modeling methods.

Authors:  Katayoun Javidnia; Maryam Parish; Sadegh Karimi; Bahram Hemmateenejad
Journal:  Spectrochim Acta A Mol Biomol Spectrosc       Date:  2012-12-04       Impact factor: 4.098

8.  Immunoaffinity column cleanup with liquid chromatography using post-column bromination for determination of aflatoxins in peanut butter, pistachio paste, fig paste, and paprika powder: collaborative study.

Authors:  J Stroka; E Anklam; U Jörissen; J Gilbert
Journal:  J AOAC Int       Date:  2000 Mar-Apr       Impact factor: 1.913

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

Authors:  Pranita Jaiswal; Shyam Narayan Jha; Jaspreet Kaur; Anjan Borah; H G Ramya
Journal:  Food Chem       Date:  2016-07-29       Impact factor: 7.514

10.  Fourier-transform infrared spectroscopic analysis is a powerful tool for studying the dynamic changes in Staphylococcus aureus small-colony variants.

Authors:  Karsten Becker; Nahed Al Laham; Wolfgang Fegeler; Richard A Proctor; Georg Peters; Christof von Eiff
Journal:  J Clin Microbiol       Date:  2006-09       Impact factor: 5.948

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  4 in total

1.  Detection of Aflatoxin B1 in Single Peanut Kernels by Combining Hyperspectral and Microscopic Imaging Technologies.

Authors:  Haicheng Zhang; Beibei Jia; Yao Lu; Seung-Chul Yoon; Xinzhi Ni; Hong Zhuang; Xiaohuan Guo; Wenxin Le; Wei Wang
Journal:  Sensors (Basel)       Date:  2022-06-27       Impact factor: 3.847

Review 2.  Mycotoxins in Pistachios (Pistacia vera L.): Methods for Determination, Occurrence, Decontamination.

Authors:  Ana Rita Soares Mateus; Sílvia Barros; Angelina Pena; Ana Sanches Silva
Journal:  Toxins (Basel)       Date:  2021-09-25       Impact factor: 4.546

Review 3.  Research Progress of Applying Infrared Spectroscopy Technology for Detection of Toxic and Harmful Substances in Food.

Authors:  Wenliang Qi; Yanlong Tian; Daoli Lu; Bin Chen
Journal:  Foods       Date:  2022-03-23

4.  Sensitive Metal Oxide-Clay Nanocomposite Colorimetric Sensor Development for Aflatoxin Detection in Foods: Corn and Almond.

Authors:  Nishtha Khansili; Prayaga Murali Krishna
Journal:  ACS Omega       Date:  2021-06-03
  4 in total

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