Comprehensive Evaluation of Quality Characteristics of Different Mango Varieties Based on Principal Component Analysis and HS-SPME-GC-MS Technology

HUANG Libiao; YUAN Yiyang; CHEN Lin; YANG Meiyan; PENG Zhiyuan; LU Xiaoting; GAO Xiangyang

doi:10.13386/j.issn1002-0306.2022040221

Volume 44 Issue 3

Jan. 2023

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Science and Technology of Food Industry > 2023 > 44(3): 297-306. > DOI: 10.13386/j.issn1002-0306.2022040221

HUANG Libiao, YUAN Yiyang, CHEN Lin, et al. Comprehensive Evaluation of Quality Characteristics of Different Mango Varieties Based on Principal Component Analysis and HS-SPME-GC-MS Technology[J]. Science and Technology of Food Industry, 2023, 44(3): 297−306. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022040221.

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Comprehensive Evaluation of Quality Characteristics of Different Mango Varieties Based on Principal Component Analysis and HS-SPME-GC-MS Technology

1.
Guangdong Provincial Key Laboratory of Nutraceuticals and Functional Foods, College of Food Science, South China Agricultural University, Guangzhou 510642, China
2.
Dongguan Baolai Food Co., Ltd., Dongguan 523270, China

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Received Date: April 19, 2022
Available Online: December 02, 2022

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Abstract

Abstract

In order to characterize the quality characteristics of three varieties of mango (Tainong, Xiangya and Jinhuang), the main quality indexes of mango was determined and a comprehensive scoring model of main quality of mango was established by principal component analysis (PCA). The volatile flavor compounds of mango were analyzed by HS-SPME-GC-MS technology, and its quality and processing characteristics were evaluated comprehensively. The results showed that the content of soluble solids, total sugar and sugar acid ratio of Jinhuang were the highest, which were 19%, 24.18 mg/g and 10.86 respectively; The contents of V_C and total phenol in Tainong were the highest, which were 9.52 mg/100 g and 1.03 mg/g respectively; The results of PCA analysis showed that the comprehensive score of Tainong was the highest, indicating that its comprehensive quality was the best, followed by Jinhuang, and the comprehensive score of Xiangya was the lowest. A total of 116 volatile compounds were detected from three mangoes by HS-SPME-GC-MS, mainly including olefins, phenols and aldehydes. The volatile compounds of Tainong and Xiangya were mainly olefins, with relative contents of 45.52% and 58.12% respectively. The volatile compounds of Jinhuang were mainly phenols, with relative contents of 56.88%. Fifteen key flavor compounds were identified from three mango varieties by the analysis of relative activity value (ROAV). Among them, (E,Z)-2,6-nonadienal contributed the most to the aroma in Tainong and Xiangya, 3-hexenal contributed the most to the aroma in Jinhuang; Tainong had citrus and sweet aroma, Xiangya had cucumber flavor, and Jinhuang had special wood flavor, which was mainly contributed by 2,4-di-tert-butylphenol. Comprehensive analysis showed that Tainong and Xiangya were suitable for deep processing, while Jinhuang was more suitable for fresh food.
- mango,
- quality,
- flavor,
- principal component analysis,
- headspace-solid phase microextraction-gas chromatography-mass spectrometry

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References

[1]	CUEVAS-GLORY L F, SAURI-DUCH E, SOSA-MOGUEL O, et al. Characterization of odor-active compounds in mango ‘Ataulfo’ (Mangifera indica L.) fruit[J]. Chemical Papers,2020,74(11):4025−4032. doi: 10.1007/s11696-020-01217-y
[2]	MALDONADO-CELIS M E, YAHIA E M, BEDOYA R, et al. Chemical composition of mango (Mangifera indica L.) fruit: Nutritional and phytochemical compounds[J]. Frontiers in Plant Science,2019,10:1073. doi: 10.3389/fpls.2019.01073
[3]	梁秀媚. 芒果皮精油提取、成分分析及抗氧化性研究[D]. 广州: 华南农业大学, 2017 LIANG Xiumei. Research on different extraction methods and antioxidant characteristics of mango peel essential oil[D]. Guangzhou: South China Agricultural University, 2017.
[4]	JHA S, NARSAIAH K, SHARMA A, et al. Quality parameters of mango and potential of non-destructive techniques for their measurement-A review[J]. Food Sci. Technol,2010,47(1):1−14.
[5]	张劲, 黄丽, 夏宁, 等. 6个芒果品种品质特性评价研究[J]. 食品科技,2011,36(9):65−69. [ZHANG Jing, HUANG Li, XIA Ning, et al. Evaluation of six mango cultivars by fruit quality characters[J]. Food Science and Technology,2011,36(9):65−69. doi: 10.13684/j.cnki.spkj.2011.09.005
[6]	谢若男, 马晨, 张群, 等. 海南省芒果主产区主栽品种果实品质特性分析[J]. 南方农业学报,2018,49(12):2511−2517. [XIE Ruonan, MA Chen, ZHANG Qun, et al. Characteristic analysis on fruit quality of major varieties in main mango producing regions of Hainan[J]. Journal of Southern Agriculture,2018,49(12):2511−2517. doi: 10.3969/j.issn.2095-1191.2018.12.23
[7]	RUMAINUM I M, WORARAD K, SRILAONG V, et al. Fruit quality and antioxidant capacity of six Thai mango cultivars[J]. Agriculture and Natural Resources,2018,52:208−214. doi: 10.1016/j.anres.2018.06.007
[8]	PANDIT S S, CHIDLEY H G, KULKARNI R S, et al. Cultivar relationships in mango based on fruit volatile profiles[J]. Food Chemistry,2009,114(1):363−372. doi: 10.1016/j.foodchem.2008.09.107
[9]	LEBRUN M, PLOTTO A, GOODNER K, et al. Discrimination of mango fruit maturity by volatiles using the electronic nose and gas chromatography[J]. Postharvest Biology and Technology,2008,48(1):122−131. doi: 10.1016/j.postharvbio.2007.09.010
[10]	MUNAFO J P, DIDZBALIS J, SCHNELL R J, et al. Characterization of the major aroma-active compounds in mango (Mangifera indica L.) cultivars haden, white alfonso, Praya Sowoy, royal special, and malindi by application of a comparative aroma extract dilution analysisdilution analysis[J]. Journal of Agricultural and Food Chemistry,2014,62(20):4544−4551. doi: 10.1021/jf5008743
[11]	SHIMIZU K, MATSUKAWA T, KANEMATSU R, et al. Volatile profiling of fruits of 17 mango cultivars by HS-SPME-GC/MS combined with principal component analysis[J]. Biosci Biotechnol Biochem,2021,85(8):1789−1797. doi: 10.1093/bbb/zbab097
[12]	SILVA E D S, SANTOS JUNIOR H B, GUEDES T J F L, et al. Comparative analysis of fresh and processed mango (Mangifera indica L, cv. “Maria”) pulps: Influence of processing on the volatiles, bioactive compounds and antioxidant activity[J]. Food Science and Technology,2021:1−10.
[13]	刘晓珍, 李福香, 祝兆亮, 等. 芒果核多酚超声辅助提取工艺优化及抑菌活性研究[J]. 食品研究与开发,2021,42(14):56−60, 70. [LIU Xiaozhen, LI Fuxiang, ZHU Zhaoliang, et al. Optimization of ultrasound-assisted extraction and antimicrobial activity of polyphenols from mango core[J]. Food Research and Development,2021,42(14):56−60, 70. doi: 10.12161/j.issn.1005-6521.2021.14.010
[14]	ZHU Y, CHEN J, CHEN X, et al. Use of relative odor activity value (ROAV) to link aroma profiles to volatile compounds: application to fresh and dried eel (Muraenesox cinereus)[J]. International Journal of Food Properties,2020,23(1):2257−2270. doi: 10.1080/10942912.2020.1856133
[15]	郑丽静, 聂继云, 闫震. 糖酸组分及其对水果风味的影响研究进展[J]. 果树学报,2015,32(2):304−312. [ZHENG Lijing, NIE Jiyun, YAN Zhen. Advances in research on sugars, organic acids and their effects on taste of fruits[J]. Journal of Fruit Science,2015,32(2):304−312. doi: 10.13925/j.cnki.gsxb.20140271
[16]	WU J X, XU Z L, ZHANG Y J, et al. An integrative analysis of the transcriptome and proteome of the pulp of a spontaneous late-ripening sweet orange mutant and its wild type improves our understanding of fruit ripening in citrus[J]. Journal of Experimental Botany,2014,65(6):1651−1671. doi: 10.1093/jxb/eru044
[17]	王贵一, 孟嘉珺, 许文静, 等. 不同品种芒果的营养成分及风味物质分析[J]. 食品工业科技,2022,43(1):71−79. [WANG Guiyi, MENG Jiajun, XU Wenjing, et al. Analysis of nutritional components and flavor substances of different varieties of mangoes[J]. Science and Technology of Food Industry,2022,43(1):71−79. doi: 10.13386/j.issn1002-0306.2021030216
[18]	雷月, 宫彦龙, 邓茹月, 等. 基于主成分分析和聚类分析综合评价蒸谷米的品质特性[J]. 食品工业科技,2021,42(7):258−267. [LEI Yue, GONG Yanlong, DENG Ruyue, et al. Comprehensive evaluation of quality characteristics of parboiled rice based on principal component analysis and cluster analysis[J]. Science and Technology of Food Industry,2021,42(7):258−267. doi: 10.13386/j.issn1002-0306.2020050209
[19]	李伟, 郜海燕, 陈杭君, 等. 基于主成分分析的不同品种杨梅果实综合品质评价[J]. 中国食品学报,2017,17(6):161−171. [LI Wei, HAO Haiyan, CHEN Hangjun, et al. Comprehensive fruit quality evaluation of different varieties of bayberry based on principal component analysis[J]. Journal of Chinese Institute of Food Science and Technology,2017,17(6):161−171. doi: 10.16429/j.1009-7848.2017.06.022
[20]	MA X W, SU M Q, WU H X, et al. Analysis of the volatile profile of core chinese mango germplasm by headspace solid-phase microextraction coupled with gas chromatography-mass spectrometry[J]. Molecules,2018,23(6):1480. doi: 10.3390/molecules23061480
[21]	刘华南, 江虹锐, 陆雄伟, 等. 顶空固相微萃取-气质联用分析不同芒果品种香气成分差异[J]. 食品工业科技,2021,42(11):211−217. [LIU Huanan, JIANG Hongrui, LU Xiongwei, et al. Analysis and comparison of aroma components in different mango varieties by headspace-solid-phase microextraction-gas chromatograph-mass spectrometer[J]. Science and Technology of Food Industry,2021,42(11):211−217. doi: 10.13386/j.issn1002-0306.2020060377
[22]	张浩, 安可婧, 徐玉娟, 等. 基于电子舌与SPME-GC-MS技术的芒果风味物质的比较分析[J]. 现代食品科技,2018,34(10):214−224. [ZHANG Hao, AN Keqian, XU Yujuan, et al. The characteristic flavor compounds analysis of different cultivars of mango by electronic tongue and SPME-GC-MS[J]. Modern Food Science and Technology,2018,34(10):214−224. doi: 10.13982/j.mfst.1673-9078.2018.10.029
[23]	李雪, 韩燕, 许晶冰, 等. 顶空固相微萃取-气质联用法研究油麦菜采后香气成分的变化[J]. 食品与发酵工业,2020,46(8):254−260. [LI Xue, HAN Yan, XU Jingbing, et al. Analysis of aroma components dynamic changes during the storage of the leaf-used lettuce by HS-SPME-GC-MS method[J]. Food and Fermentation Industries,2020,46(8):254−260. doi: 10.13995/j.cnki.11-1802/ts.023028
[24]	PINO J A, MESA J. Contribution of volatile compounds to mango (Mangifera indica L.) aroma[J]. Flavour and Fragrance Journal,2006,21(2):207−213. doi: 10.1002/ffj.1703
[25]	李美萍, 李彩林, 王华瑞, 等. 顶空固相微萃取-气相色谱-嗅闻-质谱联用分析红香酥梨的香气成分[J]. 食品研究与开发,2020,41(6):130−139. [LI Meiping, LI Cailin, WANG Huarui, et al. Analysis of aroma compounds in red fragrant pear by headspace solid phase micro-extraction and gas chromatography-olfactometry-mass spectrometry[J]. Food Research and Development,2020,41(6):130−139. doi: 10.12161/j.issn.1005-6521.2020.06.023
[26]	张劲. 芒果香气特征分析研究[D]. 南宁: 广西大学, 2011 ZHANG Jing. Study on aroma characterization of mango fruit[D]. Nanning: Guangxi University, 2011.
[27]	SAN A T, JOYCE D C, HOFMAN P J, et al. Stable isotope dilution assay (SIDA) and HS-SPME-GCMS quantification of key aroma volatiles for fruit and sap of Australian mango cultivars[J]. Food Chemistry,2017,221:613−619. doi: 10.1016/j.foodchem.2016.11.130
[28]	沈菲, 罗瑞明, 丁丹, 等. 基于相对气味活度值法的新疆大盘鸡中主要挥发性风味物质分析[J]. 肉类研究,2020,34(8):46−50. [SHEN Fei, LUO Ruiming, DING Dan, et al. Analysis of main volatile flavor compounds in Xinjiang market chicken based on relative odor activity value[J]. Meat Research,2020,34(8):46−50. doi: 10.7506/rlyj1001-8123-20200520-130
[29]	ZHANG W T, DONG P, LAO F, et al. Characterization of the major aroma-active compounds in Keitt mango juice: Comparison among fresh, pasteurization and high hydrostatic pressure processing juices[J]. Food Chemistry,2019,289:215−222. doi: 10.1016/j.foodchem.2019.03.064
[30]	陈婷婷. 柑橘果实香气活性物质的确定及香气品质评价模型的建立[D]. 重庆: 西南大学, 2018 CHEN Tingting. Identification of aroma-active compounds and modeling of aroma quality evaluation of citrus fruits[D]. Chongqing: Southwest University, 2018.
[31]	项攀. 芒果香气化合物协同作用研究[D]. 上海: 上海应用技术大学, 2020 XIANG Pan. Study on the perceptual interactions among odorants in mangoes[D]. Shanghai: Shanghai Institute of Technology, 2020.
[32]	王春龙, 罗禹, 段灵鑫, 等. GC-MS法比较分析不同产地川佛手精油成分[J]. 食品工业科技,2021,42(7):274−281. [WANG Chunlong, LUO Yu, DUAN Lingxin, et al. Comparative analysis of essential oil components of bergamot from different origins by GC-MS[J]. Science and Technology of Food Industry,2021,42(7):274−281. doi: 10.13386/j.issn1002-0306.2020050372
[33]	TAO Y S, ZHANG L. Intensity prediction of typical aroma characters of cabernet sauvignon wine in Changli County (China)[J]. LWT-Food Science and Technology,2010,43(10):1550−1556. doi: 10.1016/j.lwt.2010.06.003
[34]	崔琳琳, 赵燊, 周一鸣, 等. 基于GC-MS和电子鼻技术的大米挥发性风味成分分析[J]. 中国粮油学报,2018,33(12):134−141. [CUI Linlin, ZHAO Shen, ZHOU Yiming, et al. Analysis of volatile flavor components in rice based on GC-MS and electronic nose technology[J]. Journal of the Chinese Cereals and Oils Association,2018,33(12):134−141. doi: 10.3969/j.issn.1003-0174.2018.12.021

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