Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria

Harumanis mango (Mangifera indica Linn.) is highly valued for its exotic aroma and delicious taste. Due to its popularity, the price of Harumanis is high and make it becomes the target of economic adulteration involving substitution and misinterpretation. According to the Department of Agriculture (...

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Main Author:	Zakaria, Siti Raihan
Format:	Thesis
Language:	English
Published:	2022
Subjects:	Analytical chemistry Fruit and fruit culture
Online Access:	https://ir.uitm.edu.my/id/eprint/65477/2/65477.pdf
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id	my-uitm-ir.65477
record_format	uketd_dc
spelling	my-uitm-ir.654772023-05-29T04:03:22Z Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria 2022 Zakaria, Siti Raihan Analytical chemistry Fruit and fruit culture Harumanis mango (Mangifera indica Linn.) is highly valued for its exotic aroma and delicious taste. Due to its popularity, the price of Harumanis is high and make it becomes the target of economic adulteration involving substitution and misinterpretation. According to the Department of Agriculture (DOA), Tong Dam mango was often used to deceive consumers due to its almost identical physical characteristics to that of a Harumanis mango. Thus, a comprehensive tool is necessary for discriminating the authentic and unauthentic Harumanis mangoes whereby in this study a combination of three techniques, sensory analysis, chromatographic fingerprint, and chemometric techniques were explored. Using a simple duo-trio sensory test on 30 respondents, it revealed that only 57% of the respondents managed to differentiate Harumanis from the Tong Dam mangoes. On the other hand, the acceptance test conducted using the 9-point hedonic scale, demonstrated that the single significant parameter recorded was the aroma. Hence, the volatile organic compounds (VOCs) were selected as important criteria in this authentication study. HeadSpace / Solid Phase Microextraction (HS/SPME) method was chosen for the extraction of VOCs in mango samples. Optimization of HS/SPME parameters were achieved using two stages multivariate analysis; Plackett-Burman and response surface methodology (RSM) using Harumanis samples from orchards in Perlis. Optimum extraction temperature of 55 °C at 34 min extraction time gave linearity ranging from 100 – 500 µg/mL (R2 = 0.9884 – 0.9936). The developed GC-MS method was used to obtain chromatographic fingerprint analysis on the authentic and unauthentic Harumanis samples. From the chromatographic fingerprints, 72 compounds with quality greater than 80% were identified. It was found that three ocimene compounds: beta ocimene, trans beta ocimene, and allo ocimene existed in all Harumanis mangoes regardless of their different sources (Perlis or Surabaya), while all these ocimene compounds did not appear in the unauthentic Harumanis volatile profile. This observation was further studied by chemometric techniques: cluster analysis (CA), discriminant analysis (DA), and principal component analysis (PCA) applied to 30 VOCs with peak areas as variables. The CA was able to classify the mango samples into two clusters; all authentic Harumanis samples from 21 locations in Perlis and Surabaya were grouped into one cluster, while the unauthentic samples from 13 locations were grouped into another cluster. The data sets achieved 100% correct classification for all the DA models. PCA successfully identified three ocimene compounds loadings along with beta-myrcene and heicosene as significant parameters that contributed to the discriminative tendencies of the mango samples. Further investigation on the significant compounds in the discrimination of authentic and unauthentic Harumanis mangoes using partial least squares-discriminant analysis (PLS-DA) showed that all three ocimene compounds provided variable importance in projection (VIP) score higher than 1.5, demonstrating these compounds as the chemical markers. On the other hand, on the quality control part, the effect of the chemical compounds’ variation in different parts, origins and ripening stages were significant while the difference in harvesting years and grades recorded insignificant differences in the variation of chemical compounds. Thus, this work has successfully developed as a reliable tool in the authentication and quality control of Harumanis mango. 2022 Thesis https://ir.uitm.edu.my/id/eprint/65477/ https://ir.uitm.edu.my/id/eprint/65477/2/65477.pdf text en public phd doctoral Universiti Teknologi MARA (UiTM) Faculty of Applied Science Osman, Rozita
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Osman, Rozita
topic	Analytical chemistry Fruit and fruit culture
spellingShingle	Analytical chemistry Fruit and fruit culture Zakaria, Siti Raihan Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
description	Harumanis mango (Mangifera indica Linn.) is highly valued for its exotic aroma and delicious taste. Due to its popularity, the price of Harumanis is high and make it becomes the target of economic adulteration involving substitution and misinterpretation. According to the Department of Agriculture (DOA), Tong Dam mango was often used to deceive consumers due to its almost identical physical characteristics to that of a Harumanis mango. Thus, a comprehensive tool is necessary for discriminating the authentic and unauthentic Harumanis mangoes whereby in this study a combination of three techniques, sensory analysis, chromatographic fingerprint, and chemometric techniques were explored. Using a simple duo-trio sensory test on 30 respondents, it revealed that only 57% of the respondents managed to differentiate Harumanis from the Tong Dam mangoes. On the other hand, the acceptance test conducted using the 9-point hedonic scale, demonstrated that the single significant parameter recorded was the aroma. Hence, the volatile organic compounds (VOCs) were selected as important criteria in this authentication study. HeadSpace / Solid Phase Microextraction (HS/SPME) method was chosen for the extraction of VOCs in mango samples. Optimization of HS/SPME parameters were achieved using two stages multivariate analysis; Plackett-Burman and response surface methodology (RSM) using Harumanis samples from orchards in Perlis. Optimum extraction temperature of 55 °C at 34 min extraction time gave linearity ranging from 100 – 500 µg/mL (R2 = 0.9884 – 0.9936). The developed GC-MS method was used to obtain chromatographic fingerprint analysis on the authentic and unauthentic Harumanis samples. From the chromatographic fingerprints, 72 compounds with quality greater than 80% were identified. It was found that three ocimene compounds: beta ocimene, trans beta ocimene, and allo ocimene existed in all Harumanis mangoes regardless of their different sources (Perlis or Surabaya), while all these ocimene compounds did not appear in the unauthentic Harumanis volatile profile. This observation was further studied by chemometric techniques: cluster analysis (CA), discriminant analysis (DA), and principal component analysis (PCA) applied to 30 VOCs with peak areas as variables. The CA was able to classify the mango samples into two clusters; all authentic Harumanis samples from 21 locations in Perlis and Surabaya were grouped into one cluster, while the unauthentic samples from 13 locations were grouped into another cluster. The data sets achieved 100% correct classification for all the DA models. PCA successfully identified three ocimene compounds loadings along with beta-myrcene and heicosene as significant parameters that contributed to the discriminative tendencies of the mango samples. Further investigation on the significant compounds in the discrimination of authentic and unauthentic Harumanis mangoes using partial least squares-discriminant analysis (PLS-DA) showed that all three ocimene compounds provided variable importance in projection (VIP) score higher than 1.5, demonstrating these compounds as the chemical markers. On the other hand, on the quality control part, the effect of the chemical compounds’ variation in different parts, origins and ripening stages were significant while the difference in harvesting years and grades recorded insignificant differences in the variation of chemical compounds. Thus, this work has successfully developed as a reliable tool in the authentication and quality control of Harumanis mango.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Zakaria, Siti Raihan
author_facet	Zakaria, Siti Raihan
author_sort	Zakaria, Siti Raihan
title	Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
title_short	Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
title_full	Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
title_fullStr	Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
title_full_unstemmed	Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria
title_sort	authentication of harumanis mango (mangifera indica linn. cv ma128) using chromatographic and chemometrics analysis of volatile organic compounds (vocs) / siti raihan zakaria
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Applied Science
publishDate	2022
url	https://ir.uitm.edu.my/id/eprint/65477/2/65477.pdf
_version_	1783735553682833408

Authentication of harumanis mango (Mangifera Indica Linn. cv MA128) using chromatographic and chemometrics analysis of volatile organic compounds (VOCS) / Siti Raihan Zakaria

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