Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds

A deeper understanding of milk composition from different dairy goat breeds would address the potential variance in quality control, as well as to optimize the production process of dairy products. Understanding these parameters will assist in evaluating goat milk quality. This study was designed to...

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Main Authors: Salleh, Noor Aidawati, Selamat, Jinap, Goh, Yong Meng, Abas, Faridah, Jambaria, Nuzul Noorahya, Khatib, Alfi
Format: Article
Language:English
English
English
Published: Taylor and Francis Inc 2019
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Online Access:http://irep.iium.edu.my/79143/13/79143_Fourier%20transform%20infrared%20spectroscopy.pdf
http://irep.iium.edu.my/79143/14/79143_Fourier%20transform%20infrared%20spectroscopy_SCOPUS.pdf
http://irep.iium.edu.my/79143/15/79143_Fourier%20transform%20infrared%20spectroscopy_WOS.pdf
http://irep.iium.edu.my/79143/
https://www.tandfonline.com/doi/pdf/10.1080/10942912.2019.1668803?needAccess=true
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Institution: Universiti Islam Antarabangsa Malaysia
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spelling my.iium.irep.791432020-03-19T15:53:17Z http://irep.iium.edu.my/79143/ Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds Salleh, Noor Aidawati Selamat, Jinap Goh, Yong Meng Abas, Faridah Jambaria, Nuzul Noorahya Khatib, Alfi Q Science (General) QL Zoology A deeper understanding of milk composition from different dairy goat breeds would address the potential variance in quality control, as well as to optimize the production process of dairy products. Understanding these parameters will assist in evaluating goat milk quality. This study was designed to identify potential differentiating features the milk from different goat breeds based on fourier transform infrared spectroscopy (FTIR) coupled with multivariate analysis to detect the compositional differences. Eighteen freeze-dried goat milk samples of different breeds (Jamnapari, Saanen and Toggenburg) were analyzed. The results showed a clear discrimination between three different breeds using Partial least square discriminant analysis. The value Q2 and R2Y values are 0.981 and 0.958, which means the model exhibited goodness-of-fit and predictive features that would allow milk samples to be segregated by breed reliably. Result of chemical composition show Jamnapari milk was superior in terms of protein, fat and lactose content with values of 3.7%, 4.20%, and 5.30%, respectively, compared to other breeds. These analyses showed that only Jamnapari goat milk is different compared to the other two breeds. Taylor and Francis Inc 2019-09-13 Article PeerReviewed application/pdf en http://irep.iium.edu.my/79143/13/79143_Fourier%20transform%20infrared%20spectroscopy.pdf application/pdf en http://irep.iium.edu.my/79143/14/79143_Fourier%20transform%20infrared%20spectroscopy_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/79143/15/79143_Fourier%20transform%20infrared%20spectroscopy_WOS.pdf Salleh, Noor Aidawati and Selamat, Jinap and Goh, Yong Meng and Abas, Faridah and Jambaria, Nuzul Noorahya and Khatib, Alfi (2019) Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds. International Journal of Food Properties, 22 (1). pp. 1673-1683. ISSN 1094-2912 E-ISSN 1532-2386 https://www.tandfonline.com/doi/pdf/10.1080/10942912.2019.1668803?needAccess=true 10.1080/10942912.2019.1668803
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
English
English
topic Q Science (General)
QL Zoology
spellingShingle Q Science (General)
QL Zoology
Salleh, Noor Aidawati
Selamat, Jinap
Goh, Yong Meng
Abas, Faridah
Jambaria, Nuzul Noorahya
Khatib, Alfi
Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
description A deeper understanding of milk composition from different dairy goat breeds would address the potential variance in quality control, as well as to optimize the production process of dairy products. Understanding these parameters will assist in evaluating goat milk quality. This study was designed to identify potential differentiating features the milk from different goat breeds based on fourier transform infrared spectroscopy (FTIR) coupled with multivariate analysis to detect the compositional differences. Eighteen freeze-dried goat milk samples of different breeds (Jamnapari, Saanen and Toggenburg) were analyzed. The results showed a clear discrimination between three different breeds using Partial least square discriminant analysis. The value Q2 and R2Y values are 0.981 and 0.958, which means the model exhibited goodness-of-fit and predictive features that would allow milk samples to be segregated by breed reliably. Result of chemical composition show Jamnapari milk was superior in terms of protein, fat and lactose content with values of 3.7%, 4.20%, and 5.30%, respectively, compared to other breeds. These analyses showed that only Jamnapari goat milk is different compared to the other two breeds.
format Article
author Salleh, Noor Aidawati
Selamat, Jinap
Goh, Yong Meng
Abas, Faridah
Jambaria, Nuzul Noorahya
Khatib, Alfi
author_facet Salleh, Noor Aidawati
Selamat, Jinap
Goh, Yong Meng
Abas, Faridah
Jambaria, Nuzul Noorahya
Khatib, Alfi
author_sort Salleh, Noor Aidawati
title Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
title_short Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
title_full Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
title_fullStr Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
title_full_unstemmed Fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
title_sort fourier transform infrared spectroscopy and multivariate analysis of milk from different goat breeds
publisher Taylor and Francis Inc
publishDate 2019
url http://irep.iium.edu.my/79143/13/79143_Fourier%20transform%20infrared%20spectroscopy.pdf
http://irep.iium.edu.my/79143/14/79143_Fourier%20transform%20infrared%20spectroscopy_SCOPUS.pdf
http://irep.iium.edu.my/79143/15/79143_Fourier%20transform%20infrared%20spectroscopy_WOS.pdf
http://irep.iium.edu.my/79143/
https://www.tandfonline.com/doi/pdf/10.1080/10942912.2019.1668803?needAccess=true
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