RIMSI - Repository of Institute for Multidisciplinary Research
University of Belgrade - Institute for Multidisciplinary Research
    • English
    • Српски
    • Српски (Serbia)
  • English 
    • English
    • Serbian (Cyrillic)
    • Serbian (Latin)
  • Login
View Item 
  •   RIMSI
  • Institut za multidisciplinarna istraživanja
  • Radovi istraživača / Researchers’ publications
  • View Item
  •   RIMSI
  • Institut za multidisciplinarna istraživanja
  • Radovi istraživača / Researchers’ publications
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1

Authorized Users Only
2018
Authors
Bartolić, Dragana
Stanković, Mira
Mutavdžić, Dragosav
Stanković, Slavica
Jovanović, Dragoljub
Radotić, Ksenija
Article (Published version)
Metadata
Show full item record
Abstract
In this preliminary study, we used the Multivariate Curve Resolution- Alternating Least Squares (MCR-ALS) algorithm to analyze the excitation-emission matrix for different samples of maize flour contaminated with aflatoxin B1 (AFB1) - uncontaminated, low-contaminated, high-contaminated and flour from the local market. We intended to see if there are differences in emission spectral parameters that depend on degree of contamination. The analysis used genuine emission of the fluorophores in the flour, in absence and presence of AFB1, which enables fast screening of the samples, without sample pre-processing. As a result of the analysis, two fluorescence components were derived from the emission spectra for all analyzed samples. The components' positions were the same for the uncontaminated reference sample and the commercial flour sample from the local market, whereas for the samples contaminated with the aflatoxin B1, the emitted peaks' positions were red-shifted. We found that the rati...o of the areas of these two components is proportional to the intensity of contamination: 0.071 for uncontaminated sample, 0.090 for the sample from local market, 0.192 for low-contaminated sample and 1.431 for high-contaminated sample. These results indicate that fluorescence EEM coupled with MCR-ALS could be used for rapid and simple estimation of the degree AFB1 contamination in maize flour.

Keywords:
Steady state fluorescence spectroscopy / MCR-ALS / Maize flour / Excitation-emission matrix / Aflatoxin B1
Source:
Journal of Fluorescence, 2018, 28, 3, 729-733
Publisher:
  • Springer/Plenum Publishers, New York
Funding / projects:
  • Study of structure-function relationships in the plant cell wall and modifications of the wall structure by enzyme engineering (RS-173017)

DOI: 10.1007/s10895-018-2246-z

ISSN: 1053-0509

PubMed: 29934744

WoS: 000440111700002

Scopus: 2-s2.0-85048897572
[ Google Scholar ]
6
3
URI
http://rimsi.imsi.bg.ac.rs/handle/123456789/1110
Collections
  • Radovi istraživača / Researchers’ publications
Institution/Community
Institut za multidisciplinarna istraživanja
TY  - JOUR
AU  - Bartolić, Dragana
AU  - Stanković, Mira
AU  - Mutavdžić, Dragosav
AU  - Stanković, Slavica
AU  - Jovanović, Dragoljub
AU  - Radotić, Ksenija
PY  - 2018
UR  - http://rimsi.imsi.bg.ac.rs/handle/123456789/1110
AB  - In this preliminary study, we used the Multivariate Curve Resolution- Alternating Least Squares (MCR-ALS) algorithm to analyze the excitation-emission matrix for different samples of maize flour contaminated with aflatoxin B1 (AFB1) - uncontaminated, low-contaminated, high-contaminated and flour from the local market. We intended to see if there are differences in emission spectral parameters that depend on degree of contamination. The analysis used genuine emission of the fluorophores in the flour, in absence and presence of AFB1, which enables fast screening of the samples, without sample pre-processing. As a result of the analysis, two fluorescence components were derived from the emission spectra for all analyzed samples. The components' positions were the same for the uncontaminated reference sample and the commercial flour sample from the local market, whereas for the samples contaminated with the aflatoxin B1, the emitted peaks' positions were red-shifted. We found that the ratio of the areas of these two components is proportional to the intensity of contamination: 0.071 for uncontaminated sample, 0.090 for the sample from local market, 0.192 for low-contaminated sample and 1.431 for high-contaminated sample. These results indicate that fluorescence EEM coupled with MCR-ALS could be used for rapid and simple estimation of the degree AFB1 contamination in maize flour.
PB  - Springer/Plenum Publishers, New York
T2  - Journal of Fluorescence
T1  - Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1
EP  - 733
IS  - 3
SP  - 729
VL  - 28
DO  - 10.1007/s10895-018-2246-z
ER  - 
@article{
author = "Bartolić, Dragana and Stanković, Mira and Mutavdžić, Dragosav and Stanković, Slavica and Jovanović, Dragoljub and Radotić, Ksenija",
year = "2018",
abstract = "In this preliminary study, we used the Multivariate Curve Resolution- Alternating Least Squares (MCR-ALS) algorithm to analyze the excitation-emission matrix for different samples of maize flour contaminated with aflatoxin B1 (AFB1) - uncontaminated, low-contaminated, high-contaminated and flour from the local market. We intended to see if there are differences in emission spectral parameters that depend on degree of contamination. The analysis used genuine emission of the fluorophores in the flour, in absence and presence of AFB1, which enables fast screening of the samples, without sample pre-processing. As a result of the analysis, two fluorescence components were derived from the emission spectra for all analyzed samples. The components' positions were the same for the uncontaminated reference sample and the commercial flour sample from the local market, whereas for the samples contaminated with the aflatoxin B1, the emitted peaks' positions were red-shifted. We found that the ratio of the areas of these two components is proportional to the intensity of contamination: 0.071 for uncontaminated sample, 0.090 for the sample from local market, 0.192 for low-contaminated sample and 1.431 for high-contaminated sample. These results indicate that fluorescence EEM coupled with MCR-ALS could be used for rapid and simple estimation of the degree AFB1 contamination in maize flour.",
publisher = "Springer/Plenum Publishers, New York",
journal = "Journal of Fluorescence",
title = "Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1",
pages = "733-729",
number = "3",
volume = "28",
doi = "10.1007/s10895-018-2246-z"
}
Bartolić, D., Stanković, M., Mutavdžić, D., Stanković, S., Jovanović, D.,& Radotić, K.. (2018). Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1. in Journal of Fluorescence
Springer/Plenum Publishers, New York., 28(3), 729-733.
https://doi.org/10.1007/s10895-018-2246-z
Bartolić D, Stanković M, Mutavdžić D, Stanković S, Jovanović D, Radotić K. Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1. in Journal of Fluorescence. 2018;28(3):729-733.
doi:10.1007/s10895-018-2246-z .
Bartolić, Dragana, Stanković, Mira, Mutavdžić, Dragosav, Stanković, Slavica, Jovanović, Dragoljub, Radotić, Ksenija, "Multivariate Curve Resolution - Alternate Least Square Analysis of Excitation-Emission Matrices for Maize Flour Contaminated with Aflatoxin B1" in Journal of Fluorescence, 28, no. 3 (2018):729-733,
https://doi.org/10.1007/s10895-018-2246-z . .

DSpace software copyright © 2002-2015  DuraSpace
About RIMSI | Send Feedback

OpenAIRERCUB
 

 

All of DSpaceCommunitiesAuthorsTitlesSubjectsThis institutionAuthorsTitlesSubjects

Statistics

View Usage Statistics

DSpace software copyright © 2002-2015  DuraSpace
About RIMSI | Send Feedback

OpenAIRERCUB