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Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources

This study authenticated fish feed sources and determined lard adulteration using dataset pre-processing, principal component analysis (PCA), discriminant analysis (DA) and partial least square regression (PLSR) on 19 triacylglycerols (TAGs) and 16 thermal properties (TPs). At cumulative variabilit...

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Main Authors: Idris, Mohamed Haniff Hanafy, Abdullah Sani, Muhamad Shirwan, Hashim, Amalia Mohd, Mohd Zaki, Nor Nadiha, Abdul Manaf, Yanty Noorzianna, Yuswan, Mohd Hafis, Mohd Desa, Mohd Nasir, Arshad, Syariena, Hassan, Mohd Sukri, Yusof, Yus Aniza, Kamaruddin, Mohd Salleh, Mustafa, Shuhaimi
Format: Article
Language:English
Published: HH Publisher 2022
Subjects:
QD Chemistry
Online Access:http://irep.iium.edu.my/100348/13/100348_Forensic%20feed%20strategy%20Incorporation%20of%20multivariate.pdf
http://irep.iium.edu.my/100348/
https://journals.hh-publisher.com/index.php/JHIS/article/view/514/356
https://doi.org/10.36877/jhis.a0000293
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spelling my.iium.irep.1003482022-09-29T07:06:09Z http://irep.iium.edu.my/100348/ Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources Idris, Mohamed Haniff Hanafy Abdullah Sani, Muhamad Shirwan Hashim, Amalia Mohd Mohd Zaki, Nor Nadiha Abdul Manaf, Yanty Noorzianna Yuswan, Mohd Hafis Mohd Desa, Mohd Nasir Arshad, Syariena Hassan, Mohd Sukri Yusof, Yus Aniza Kamaruddin, Mohd Salleh Mustafa, Shuhaimi QD Chemistry This study authenticated fish feed sources and determined lard adulteration using dataset pre-processing, principal component analysis (PCA), discriminant analysis (DA) and partial least square regression (PLSR) on 19 triacylglycerols (TAGs) and 16 thermal properties (TPs). At cumulative variability (90.625%) and Keiser-Meyer Olkin (KMO) value (0.811), the PCA identified 10 TAGs and 3 TPs with strong factor loading. The dioleoyl-1-palmitoyl glycerol (POO) dipalmitoyl-3-oleoyl glycerol (PPO) and dipalmitoyl-1-linoleoyl (PPL) characterized fish feeds containing palm oil while dilinoleoyl-1-oleoyl glycerol (OLL), dilinoleoyl-1-palmitoyl (PLL), dioleoyl-3-linoleoyl glycerol (OOL), initial cooling temperature (ICT), palmitoyl-oleoyl-linoleoyl glycerol (POL), palmitoyl-stearoyl-oleoyl glycerol (PSO) and final heating temperature (FHT) characterized lard-containing fish feeds. The DA had successfully classified the fish feed sources and selected the PPL, POL, PPO, OOL, ICT, PLL, FHT, POO and OLL as the most influential biomarkers for the authentication purpose. The T-test result (p > 0.05) indicated that the PLSR could determine the percentage of lard adulteration in fish feed. Hence, incorporating multivariate and instrumental analyses could authenticate the fish feed sources. HH Publisher 2022-06-29 Article PeerReviewed application/pdf en http://irep.iium.edu.my/100348/13/100348_Forensic%20feed%20strategy%20Incorporation%20of%20multivariate.pdf Idris, Mohamed Haniff Hanafy and Abdullah Sani, Muhamad Shirwan and Hashim, Amalia Mohd and Mohd Zaki, Nor Nadiha and Abdul Manaf, Yanty Noorzianna and Yuswan, Mohd Hafis and Mohd Desa, Mohd Nasir and Arshad, Syariena and Hassan, Mohd Sukri and Yusof, Yus Aniza and Kamaruddin, Mohd Salleh and Mustafa, Shuhaimi (2022) Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources. Journal of Halal Industry & Services, 5 (1). pp. 1-36. E-ISSN 2637-0891 https://journals.hh-publisher.com/index.php/JHIS/article/view/514/356 https://doi.org/10.36877/jhis.a0000293
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic QD Chemistry
spellingShingle QD Chemistry
Idris, Mohamed Haniff Hanafy
Abdullah Sani, Muhamad Shirwan
Hashim, Amalia Mohd
Mohd Zaki, Nor Nadiha
Abdul Manaf, Yanty Noorzianna
Yuswan, Mohd Hafis
Mohd Desa, Mohd Nasir
Arshad, Syariena
Hassan, Mohd Sukri
Yusof, Yus Aniza
Kamaruddin, Mohd Salleh
Mustafa, Shuhaimi
Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
description This study authenticated fish feed sources and determined lard adulteration using dataset pre-processing, principal component analysis (PCA), discriminant analysis (DA) and partial least square regression (PLSR) on 19 triacylglycerols (TAGs) and 16 thermal properties (TPs). At cumulative variability (90.625%) and Keiser-Meyer Olkin (KMO) value (0.811), the PCA identified 10 TAGs and 3 TPs with strong factor loading. The dioleoyl-1-palmitoyl glycerol (POO) dipalmitoyl-3-oleoyl glycerol (PPO) and dipalmitoyl-1-linoleoyl (PPL) characterized fish feeds containing palm oil while dilinoleoyl-1-oleoyl glycerol (OLL), dilinoleoyl-1-palmitoyl (PLL), dioleoyl-3-linoleoyl glycerol (OOL), initial cooling temperature (ICT), palmitoyl-oleoyl-linoleoyl glycerol (POL), palmitoyl-stearoyl-oleoyl glycerol (PSO) and final heating temperature (FHT) characterized lard-containing fish feeds. The DA had successfully classified the fish feed sources and selected the PPL, POL, PPO, OOL, ICT, PLL, FHT, POO and OLL as the most influential biomarkers for the authentication purpose. The T-test result (p > 0.05) indicated that the PLSR could determine the percentage of lard adulteration in fish feed. Hence, incorporating multivariate and instrumental analyses could authenticate the fish feed sources.
format Article
author Idris, Mohamed Haniff Hanafy
Abdullah Sani, Muhamad Shirwan
Hashim, Amalia Mohd
Mohd Zaki, Nor Nadiha
Abdul Manaf, Yanty Noorzianna
Yuswan, Mohd Hafis
Mohd Desa, Mohd Nasir
Arshad, Syariena
Hassan, Mohd Sukri
Yusof, Yus Aniza
Kamaruddin, Mohd Salleh
Mustafa, Shuhaimi
author_facet Idris, Mohamed Haniff Hanafy
Abdullah Sani, Muhamad Shirwan
Hashim, Amalia Mohd
Mohd Zaki, Nor Nadiha
Abdul Manaf, Yanty Noorzianna
Yuswan, Mohd Hafis
Mohd Desa, Mohd Nasir
Arshad, Syariena
Hassan, Mohd Sukri
Yusof, Yus Aniza
Kamaruddin, Mohd Salleh
Mustafa, Shuhaimi
author_sort Idris, Mohamed Haniff Hanafy
title Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
title_short Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
title_full Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
title_fullStr Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
title_full_unstemmed Forensic feed strategy: Incorporation of multivariate and instrumental analyses for authentication of fish feed sources
title_sort forensic feed strategy: incorporation of multivariate and instrumental analyses for authentication of fish feed sources
publisher HH Publisher
publishDate 2022
url http://irep.iium.edu.my/100348/13/100348_Forensic%20feed%20strategy%20Incorporation%20of%20multivariate.pdf
http://irep.iium.edu.my/100348/
https://journals.hh-publisher.com/index.php/JHIS/article/view/514/356
https://doi.org/10.36877/jhis.a0000293
_version_ 1745562171280982016
score 13.211869

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