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Wang Y, Huang Y, Song L, Wang H, Wan L, Pang J, Liang W. The characteristic VOCs of different parts of Artocarpus heterophyllus fruit based on HS-SPME-GC-MS and PTR-TOF-MS. Food Chem 2024; 459:140431. [PMID: 39018618 DOI: 10.1016/j.foodchem.2024.140431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 06/27/2024] [Accepted: 07/10/2024] [Indexed: 07/19/2024]
Abstract
Insight investigation on both edible pulps and inedible parts involving inflorescence axis and shreds of Artocarpus heterophyllus Lam were carried out, a total of 98 VOCs and 201 masses were identified by the combination of HS-SPME-GC-MS and PTR-TOF-MS. Among them, according to the consistency of OAV and results of VIP > 1, p < 0.05, compounds methyl isovalerate (A2), 3-methylbutyl acetate (A5) and octanoic acid, ethyl ester (A21) were recognized as aroma markers to distinguish the pulps, shreds and inflorescence axis. Meanwhile, the inflorescence axis (IC50: 1.82 mg/mL) and shreds (IC50: 16.74 mg/mL) exhibited more excellent antioxidant potency than pulps (IC50: 17.43 mg/mL) in vitro. These findings validated the feasibility of coupling HS-SPME-GC-MS and PTR-TOF-MS for rapid detection of characteristic VOCs of this plant, and offered new prospect of fragrance utilization and waste management of the edible and inedible parts of A. heterophyllus fruit.
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Affiliation(s)
- Yueping Wang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China
| | - Yequn Huang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, PR China
| | - Lianping Song
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China
| | - Hong Wang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China
| | - Li Wan
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China
| | - Jinqian Pang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China
| | - Wenjuan Liang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
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Wang Y, Tong W, Wang W, Du Y, Jia X, Wang Z, Zhang J, Sun H. Identification of Volatile Organic Compounds and Analysis of Aroma Characteristics in Ten Pear Syrups. Foods 2024; 13:3223. [PMID: 39456284 PMCID: PMC11507879 DOI: 10.3390/foods13203223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 10/01/2024] [Accepted: 10/06/2024] [Indexed: 10/28/2024] Open
Abstract
Aroma in food plays an important role in food perception and acceptance, which depends on various mixtures of volatile organic compounds (VOCs). Moreover, VOCs are of great significance for aroma identification. In this study, headspace solid-phase microextraction (HS-SPME) combined with gas chromatography-mass spectrometry (GC-MS) technology was used to determine the VOCs in 10 pear syrups. A total of 127 VOCs were quantitatively determined, including 9 common VOCs and 46 characteristic VOCs of 10 pear syrups. The pear syrups were divided into three categories by cluster analysis, and thirty-eight differential VOCs were obtained using orthogonal partial least squares discrimination analysis (OPLS-DA) and fourteen key VOCs were selected by odor activity value (OAV). It was revealed that the key and common aroma components of pear syrups were butanoic acid, methyl ester, 2-methyl-, methyl ester and Hexanoic acid, and ethyl ester. The characteristic and differential VOCs were 10-Undecen-1-ol, Hexadecanal, n-Propylacetate, Cyclohexanol, 5-methyl-2-(1-methylethyl)-, (1S,2R,5S)-, Methional, Disulfide, dimethyl, 8-Nonenoic acid, ethyl ester, Naphthalene, 1,2-dihydro-1,1,6-trimethyl-, 3H-Purin-6-amine, N,N,3-trimethyl-, 2-Octanol,2,6-dimethyl-, Furyl hydroxymethyl ketone, Heptane, 2,2,4,6,6-pentamethyl-, and Butanoic acid,2-methyl-,methyl ester. The above results showed that different pear syrups had rich diversity in aroma compounds, with some components being shared among them while others are exclusive to specific syrups.
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Affiliation(s)
- Yang Wang
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Wei Tong
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Wenhui Wang
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Yanmin Du
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Xiaohui Jia
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Zhihua Wang
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
- Key Laboratory of Fruits Storage and Processing of Liaoning Province, Xingcheng 125100, China
| | - Jianyi Zhang
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
- Key Laboratory of Germplasm Resources Utilization of Horticultural Crops, Ministry of Agriculture and Rural Afffairs, Xingcheng 125100, China
| | - Hailong Sun
- Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China; (Y.W.); (W.W.); (Y.D.); (X.J.); (Z.W.); (J.Z.); (H.S.)
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Abouelenein D, Acquaticci L, Alessandroni L, Borsetta G, Caprioli G, Mannozzi C, Marconi R, Piatti D, Santanatoglia A, Sagratini G, Vittori S, Mustafa AM. Volatile Profile of Strawberry Fruits and Influence of Different Drying Methods on Their Aroma and Flavor: A Review. Molecules 2023; 28:5810. [PMID: 37570780 PMCID: PMC10420878 DOI: 10.3390/molecules28155810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/20/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
Strawberries are the most popular berry fruit in the world, due to their distinctive aroma, flavor, and known health properties. Because volatile substances play a large role in strawberry flavor, even little alterations can have a big impact on how the fruit tastes. Strawberries are thought to have a complex aroma. Fresh strawberry fruits contain more than 360 volatile compounds, including esters, furans, terpenes, alcohols, aldehydes, ketones, and sulfur compounds. Despite having far lower concentrations than esters, terpenoids, furanones, and sulfur compounds, all have a considerable impact on how people perceive the aroma of strawberries. With a focus on the active aroma components and the many analytical methods used to identify them, including gas chromatography, electronic nose sensing, and proton-transfer- reaction mass spectrometry, the present review's aim was to provide a summary of the relevant literature. Additionally, strawberry fruits are frequently dried to create a powder in order to increase their shelf life. Consequently, the impact of various drying techniques on strawberries' volatile profile was investigated in the current review. This review can be considered a good reference for research concerning the aroma profile of strawberries. It helps to better understand the complex aroma and flavor of strawberries and provides a guide for the effects of drying processing.
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Affiliation(s)
- Doaa Abouelenein
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
- Department of Pharmacognosy, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Egypt
| | - Laura Acquaticci
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Laura Alessandroni
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Germana Borsetta
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Giovanni Caprioli
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Cinzia Mannozzi
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Riccardo Marconi
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Diletta Piatti
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Agnese Santanatoglia
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Gianni Sagratini
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Sauro Vittori
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
| | - Ahmed M. Mustafa
- CHemistry Interdisciplinary Project (CHIP), School of Pharmacy, University of Camerino, Via Madonna delle Carceri, 62032 Camerino, Italy; (D.A.); (L.A.); (L.A.); (G.B.); (G.C.); (C.M.); (R.M.); (D.P.); (A.S.); (G.S.); (A.M.M.)
- Department of Pharmacognosy, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Egypt
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Salazar JA, Ruiz D, Zapata P, Martínez-García PJ, Martínez-Gómez P. Whole Transcriptome Analyses of Apricots and Japanese Plum Fruits after 1-MCP (Ethylene-Inhibitor) and Ethrel (Ethylene-Precursor) Treatments Reveal New Insights into the Physiology of the Ripening Process. Int J Mol Sci 2022; 23:ijms231911045. [PMID: 36232348 PMCID: PMC9569840 DOI: 10.3390/ijms231911045] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/14/2022] [Accepted: 09/15/2022] [Indexed: 11/16/2022] Open
Abstract
The physiology of Prunus fruit ripening is a complex and not completely understood process. To improve this knowledge, postharvest behavior during the shelf-life period at the transcriptomic level has been studied using high-throughput sequencing analysis (RNA-Seq). Monitoring of fruits has been analyzed after different ethylene regulator treatments, including 1-MCP (ethylene-inhibitor) and Ethrel (ethylene-precursor) in two contrasting selected apricot (Prunus armeniaca L.) and Japanese plum (P. salicina L.) cultivars, ‘Goldrich’ and ‘Santa Rosa’. KEEG and protein–protein interaction network analysis unveiled that the most significant metabolic pathways involved in the ripening process were photosynthesis and plant hormone signal transduction. In addition, previously discovered genes linked to fruit ripening, such as pectinesterase or auxin-responsive protein, have been confirmed as the main genes involved in this process. Genes encoding pectinesterase in the pentose and glucuronate interconversions pathway were the most overexpressed in both species, being upregulated by Ethrel. On the other hand, auxin-responsive protein IAA and aquaporin PIP were both upregulated by 1-MCP in ‘Goldrich’ and ‘Santa Rosa’, respectively. Results also showed the upregulation of chitinase and glutaredoxin 3 after Ethrel treatment in ‘Goldrich’ and ‘Santa Rosa’, respectively, while photosystem I subunit V psaG (photosynthesis) was upregulated after 1-MCP in both species. Furthermore, the overexpression of genes encoding GDP-L-galactose and ferredoxin in the ascorbate and aldarate metabolism and photosynthesis pathways caused by 1-MCP favored antioxidant activity and therefore slowed down the fruit senescence process.
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Affiliation(s)
- Juan A Salazar
- Department of Plant Breeding, CEBAS-CSIC, Espinardo, 30100 Murcia, Spain
| | - David Ruiz
- Department of Plant Breeding, CEBAS-CSIC, Espinardo, 30100 Murcia, Spain
| | - Patricio Zapata
- Facultad de Medicina Y Ciencia, Universidad San Sebastián, Santiago 7510157, Chile
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Miricioiu MG, Ionete RE, Costinel D, Botoran OR. Classification of Prunus Genus by Botanical Origin and Harvest Year Based on Carbohydrates Profile. Foods 2022; 11:foods11182838. [PMID: 36140966 PMCID: PMC9497859 DOI: 10.3390/foods11182838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 11/16/2022] Open
Abstract
The 1H-NMR carbohydrates profiling was used to discriminate fruits from Rosaceae family in terms of botanical origin and harvest year. The classification was possible by application of multivariate data analysis, such as principal component analysis (PCA), linear discriminant analysis (LDA) and Pearson analysis. Prior, a heat map was created based on 1H-NMR signals which offered an overview of the content of individual carbohydrates in plum, apricot, cherry and sour cherry, highlighting the similarities. Although, the PCA results were almost satisfactory, based only on carbohydrates signals, the LDA reached 94.39% and 100% classification of fruits according to their botanical origin and growing season, respectively. Additionally, a potential association with the relevant climatic data was explored by applying the Pearson analysis. These findings are intended to create an efficient NMR-based solution capable of differentiating fruit juices based on their basic sugar profile.
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Affiliation(s)
- Marius Gheorghe Miricioiu
- ICSI Analytics Group, National Research and Development Institute for Cryogenics and Isotopic Technologies—ICSI, 240050 Râmnicu Vâlcea, Romania
| | - Roxana Elena Ionete
- ICSI Analytics Group, National Research and Development Institute for Cryogenics and Isotopic Technologies—ICSI, 240050 Râmnicu Vâlcea, Romania
| | - Diana Costinel
- ICSI Analytics Group, National Research and Development Institute for Cryogenics and Isotopic Technologies—ICSI, 240050 Râmnicu Vâlcea, Romania
| | - Oana Romina Botoran
- ICSI Analytics Group, National Research and Development Institute for Cryogenics and Isotopic Technologies—ICSI, 240050 Râmnicu Vâlcea, Romania
- Academy of Romanian Scientists, Splaiul Independentei 54, 050094 Bucharest, Romania
- Correspondence: ; Tel.: +4-0250-732744
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Assessment of Various Machine Learning Models for Peach Maturity Prediction Using Non-Destructive Sensor Data. SENSORS 2022; 22:s22155791. [PMID: 35957349 PMCID: PMC9371007 DOI: 10.3390/s22155791] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 07/30/2022] [Accepted: 08/01/2022] [Indexed: 02/06/2023]
Abstract
To date, many machine learning models have been used for peach maturity prediction using non-destructive data, but no performance comparison of the models on these datasets has been conducted. In this study, eight machine learning models were trained on a dataset containing data from 180 ‘Suncrest’ peaches. Before the models were trained, the dataset was subjected to dimensionality reduction using the least absolute shrinkage and selection operator (LASSO) regularization, and 8 input variables (out of 29) were chosen. At the same time, a subgroup consisting of the peach ground color measurements was singled out by dividing the set of variables into three subgroups and by using group LASSO regularization. This type of variable subgroup selection provided valuable information on the contribution of specific groups of peach traits to the maturity prediction. The area under the receiver operating characteristic curve (AUC) values of the selected models were compared, and the artificial neural network (ANN) model achieved the best performance, with an average AUC of 0.782. The second-best machine learning model was linear discriminant analysis with an AUC of 0.766, followed by logistic regression, gradient boosting machine, random forest, support vector machines, a classification and regression trees model, and k-nearest neighbors. Although the primary parameter used to determine the performance of the model was AUC, accuracy, F1 score, and kappa served as control parameters and ultimately confirmed the obtained results. By outperforming other models, ANN proved to be the most accurate model for peach maturity prediction on the given dataset.
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Fella P, Kaikiti K, Stylianou M, Agapiou A. HS-SPME-GC/MS Analysis for Revealing Carob's Ripening. Metabolites 2022; 12:metabo12070656. [PMID: 35888780 PMCID: PMC9320592 DOI: 10.3390/metabo12070656] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/04/2022] [Accepted: 07/11/2022] [Indexed: 11/16/2022] Open
Abstract
Carob's recognized nutritional and medicinal value next to its unique agriculture importance is associated with an array of social, economic, and cultural activities. The carob fruit is popular for its intense aroma due to the emitted volatile organic compounds (VOCs). The composition of VOCs released from carob fruits changes during ripening, rendering it a non-invasive tool for the determination of the ripening period and freshness of the fruit. Therefore, headspace solid-phase microextraction gas chromatography/mass spectrometry (HS-SPME-GC/MS) was applied to reveal the respective gaseous signal molecules related to fruit maturity. The sampling was implemented during weeks 26-36 from five different locations in Cyprus. Additionally, the gaseous emissions of total VOCs (TVOCs) and carbon dioxide (CO2) were recorded next to the moisture content of the fruit. The major chemical classes in the ripening are acids, followed by esters, and ketones. More specifically, the most abundant VOCs during ripening are propanoic acid, 2-methyl-(isobutyric acid), 2-heptanone, propanoic acid, 2-methyl-, 2-methylbutyl ester, acetic acid, methyl isobutyrate, propanoic acid, 2-methyl-, 3-methylbutyl ester, 2-pentanone, butanoic acid and propanoic acid, 2-methyl-ethyl ester. Finally, CO2 emissions and moisture content showed a rapid decline until the 31st week and then stabilized for all examined areas. The methodology revealed variations in VOCs' profile during the ripening process.
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Comparison of Aroma Trait of the White-Fleshed Peach ‘Hu Jing Mi Lu’ and the Yellow-Fleshed Peach ‘Jin Yuan’ Based on Odor Activity Value and Odor Characteristics. HORTICULTURAE 2022. [DOI: 10.3390/horticulturae8030245] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Peach flesh colors and aromas impact greatly on consumer behaviors and these two traits are closely associated in white- and yellow-fleshed peaches. However, current understanding of their aromas is rather limited and confined to the concentration differences of some volatiles. Therefore, this study aims to compare the overall aromas of the white-fleshed peach ‘Hu Jing Mi Lu’ (HJML) and yellow-fleshed peach ‘Jin Yuan’ (JY), two fresh cultivars with intense aromas and industrial influence by applications such as HS-SPME/GC-MS analysis, odor activity value evaluations, and odor note analysis. The significant contributions of 26 odor-active compounds to their aromas were revealed. Among which, 15 compounds showed no concentration differences and contributed to the fruity, floral, sweet, etc., odors in both HJML and JY; (E)-2-nonenal, 1-pentanol, and styrene showed significantly higher concentrations in HJML and conveyed much stronger fusel-like and balsamic odors; likewise, (Z)-3-hexenyl acetate, octanal, nonanal, and 3,5-octadien-2-one showed significantly higher concentrations in JY and conveyed much stronger banana, citrus-like, and honey odors; besides, benzyl alcohol, 1-heptanol, 1-octen-3-ol, and 3-octanone with woody, earthy, mushroom, and lavender odors were exclusively detected in HJML. Overall, apart from the common and stronger specific odors in either the white- or yellow-fleshed peach cultivar, the white-fleshed peach was endowed with a unique aroma.
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Han X, Wang X, Shen C, Mo Y, Tian R, Mao L, Luo Z, Yang H. Exogenous ABA promotes aroma biosynthesis of postharvest kiwifruit after low-temperature storage. PLANTA 2022; 255:82. [PMID: 35257207 DOI: 10.1007/s00425-022-03855-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 02/10/2022] [Indexed: 06/14/2023]
Abstract
Exogenous ABA played a positive role in the accumulation and biosynthesis of aroma components of postharvest kiwifruit after low-temperature storage, especially the esters production during ripening. Low-temperature storage (LTS) generally affects the aroma formation associated with the decrease in aroma quality in kiwifruit. In this work, abscisic acid (ABA) treatment after LTS increased the production of aroma components in postharvest kiwifruit and enhanced the related enzyme activity, especially alcohol acyltransferase (AAT), branched amino acid transaminase (BCAT) and hydroperoxide lyase (HPL). Corresponding to the enzyme activity, the gene expression of AchnAAT, AchnADH, AchnBCAT and AchnHPL was significantly up-regulated by ABA. The principal component analysis further illustrated the differences in aroma components between ABA and the control. The positive correlation of aroma accumulation with the expression levels of AchnPDC and AchnLOX and the enzyme activities of BCAT and pyruvate decarboxylase (PDC) was also revealed by correlation analysis. In addition, the promoter sequences of the key genes involved in aroma biosynthesis contained multiple cis-elements (ABRE and G-box) of ABA-responsive proteins. Combining the transcriptome sequencing data, the promoting role of ABA signaling in the regulation of aroma biosynthesis of postharvest kiwifruit after LTS was discussed. This study would provide a reference for improving aroma quality of postharvest kiwifruit after LTS, as well the molecular mechanism of kiwifruit aroma fading after LTS.
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Affiliation(s)
- Xueyuan Han
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China
| | - Xiaoyu Wang
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China
| | - Chi Shen
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China
| | - Yiwei Mo
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China
| | - Rungang Tian
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China
| | - Linchun Mao
- College of Biosystems Engineering and Food Science, Zhejiang Key Laboratory of Agro-Food Processing, Key Laboratory of Agro-Products Postharvest Handling of Ministry of Agriculture and Rural Affairs, Zhejiang University, Hangzhou, 310058, China
| | - Zisheng Luo
- College of Biosystems Engineering and Food Science, Zhejiang Key Laboratory of Agro-Food Processing, Key Laboratory of Agro-Products Postharvest Handling of Ministry of Agriculture and Rural Affairs, Zhejiang University, Hangzhou, 310058, China
| | - Huanyi Yang
- School of Life Science, Shaoxing University, Shaoxing, 312000, Zhejiang Province, China.
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Zhong Y, Bao Y, Ye J, Liu J, Liu H. Combination of unsupervised and supervised models to predict the maturity of peaches during shelf‐life. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Yuming Zhong
- College of Environmental Science and Engineering Zhongkai University of Agriculture and Engineering Guangzhou China
| | - Yao Bao
- College of Light Industry and Food Zhongkai University of Agriculture and Engineering Guangzhou Guangdong China
| | - Jiaming Ye
- College of Light Industry and Food Zhongkai University of Agriculture and Engineering Guangzhou Guangdong China
| | - Jianliang Liu
- College of Light Industry and Food Zhongkai University of Agriculture and Engineering Guangzhou Guangdong China
- Modern Agriculture Research Center Zhongkai University of Agriculture and Engineering Guangzhou China
- Guangzhou Key Laboratory for Research and Development of Crop Germplasm Resources Zhongkai University of Agriculture and Engineering Guangzhou China
| | - Huifan Liu
- College of Light Industry and Food Zhongkai University of Agriculture and Engineering Guangzhou Guangdong China
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Differentiation of peach cultivars by image analysis based on the skin, flesh, stone and seed textures. Eur Food Res Technol 2021. [DOI: 10.1007/s00217-021-03797-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
AbstractThe peaches belonging to different cultivars can be characterized by differentiation in properties. The aim of this study was to evaluate the usefulness of individual parts of fruit (skin, flesh, stone and seed) for cultivar discrimination of peaches based on textures determined using image analysis. Discriminant analysis was performed using the classifiers of Bayes net, logistic, SMO, multi-class classifier and random forest based on a set of combined textures selected from all color channels R, G, B, L, a, b, X, Y, Z and for textures selected separately for RGB, Lab and XYZ color spaces. In the case of sets of textures selected from all color channels (R, G, B, L, a, b, X, Y, Z), the accuracy of 100% was observed for flesh, stones and seeds for selected classifiers. The sets of textures selected from RGB color space produced the correctness equal to 100% in the case of flesh and seeds of peaches. In the case of Lab and XYZ color spaces, slightly lower accuracies than for RGB color space were obtained and the accuracy reaching 100% was noted only for the discrimination of seeds of peaches. The research proved the usefulness of selected texture parameters of fruit flesh, stones and seeds for successful discrimination of peach cultivars with an accuracy of 100%. The distinguishing between cultivars may be important for breeders, consumers and the peach industry for ensuring adequate processing conditions and equipment parameters. The cultivar identification of fruit by human may be characterized by large errors. The molecular or chemical methods may require special equipment or be time-consuming. The image analysis may ensure objective, rapid and relatively inexpensive procedure and high accuracy for peach cultivar discrimination.
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Padilla-Jiménez SM, Angoa-Pérez MV, Mena-Violante HG, Oyoque-Salcedo G, Montañez-Soto JL, Oregel-Zamudio E. Identification of Organic Volatile Markers Associated with Aroma during Maturation of Strawberry Fruits. Molecules 2021; 26:504. [PMID: 33477940 PMCID: PMC7833409 DOI: 10.3390/molecules26020504] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/15/2021] [Accepted: 01/16/2021] [Indexed: 11/21/2022] Open
Abstract
In the present study, organic volatile markers of three strawberry varieties (Albion, Festival and Frontera) during the maturation process were investigated. Forty metabolites associated with aroma in fresh strawberries were monitored during seven stages of maturation using gas chromatography-mass spectrometry (GC-MS) equipped with headspace-solid phase microextraction (HS-SPME). The data were evaluated using multivariate analysis to observe correlations between the organic volatile compound profile and the seven phenological stages of maturation for each strawberry variety. The dynamic levels of butanoic acid methyl ester, hexanoic acid methyl ester, octylcyclohexane, cyclohexane,1,1,2-trimethyl, linalool, tetradecane, and α-muurolene underwent distinctive changes in concentration during the maturation process. The multivariate analysis also allowed the identification of these compounds as possible volatile markers to measure the maturation of strawberry fruits in all three varieties. These findings highlight the importance of the timing of harvest and maturation stage in each variety to preserve or improve the desirable aromatic characteristics of strawberry fruits.
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Affiliation(s)
- Samuel Macario Padilla-Jiménez
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
| | - María Valentina Angoa-Pérez
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
| | - Hortencia Gabriela Mena-Violante
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
| | - Guadalupe Oyoque-Salcedo
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
| | - José Luis Montañez-Soto
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
| | - Ernesto Oregel-Zamudio
- Instituto Politécnico Nacional, Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional (CIIDIR), Unidad Michoacán, Justo Sierra 28, Col. Centro, Jiquilpan 59510, Mexico; (S.M.P.-J.); (M.V.A.-P.); (H.G.M.-V.); (G.O.-S.); (J.L.M.-S.)
- Instituto Politécnico Nacional, Programa de Doctorado en Ciencias en Bioprocesos, Unidad Profesional Interdisciplinaria de Biotecnología (UPIBI), Av. Acueducto, Barrio la Laguna Ticoman, Ciudad de México 07340, Mexico
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Tiwari S, Kate A, Mohapatra D, Tripathi MK, Ray H, Akuli A, Ghosh A, Modhera B. Volatile organic compounds (VOCs): Biomarkers for quality management of horticultural commodities during storage through e-sensing. Trends Food Sci Technol 2020. [DOI: 10.1016/j.tifs.2020.10.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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14
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Irfan M, Abbas S, Azhar BJ, Ahmad S, Muhammad H, Ahmed I, Hussain J, Shakeel SN. Variations in Mineral/heavy Metals Profiling and Preventive Role of Trichomes in Peach Fruits Treated with CaC 2. Comb Chem High Throughput Screen 2020; 24:598-604. [PMID: 32772907 DOI: 10.2174/1386207323666200808175723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 06/02/2020] [Accepted: 07/14/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Phytonutrients in peach fruits have health-promoting antioxidants against various chronic diseases. However, there is no extensive data to show the nutritional values of Local peach cultivars after post-harvest treatments. OBJECTIVE Mainly this study was objective to determine the effect of calcium carbide on nutritional value and quality of fruits of Pakistani peach cultivars. METHODS The peach fruits were collected from three different peach orchids of KPK and the fruits were divided into 4 groups while 5th group was collected from a local fruit shop. Each experimental group was treated with different concentrations of calcium carbide whereas control group was not treated. The peel and pulp samples were oven dried and ground to fine powder separately. The elemental compositions were determined using Particle Induced X-ray emission and Pelletron Tandem Accelerator. RESULTS Sixteen elements were identified in peach fruits and the elements were Al, P, S, Cl, K, Ca, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, and Se. In peel, the concentration of some elements increased or decreased after treatment with CaC2 while in pulp the conc. of nearly all detected elements was increased in treated samples. We found a significantly higher amount of heavy metals traces, including As, Se, Co, Si, and P in peach fruits treated with CaC2 Interestingly, the presence of trichomes in peach skin prevents the transfer of these heavy metals deep into the pulp which was also verified by the elemental profiling of nectarines. CONCLUSION Conclusively, the artificial ripening with CaC2 changed the nutritional value of peach fruits that has higher health risks if consume with the peel. According to our best knowledge, this is the first report that highlights the effects of CaC2 which deteriorate the nutritional value of peach fruits in Pakistan.
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Affiliation(s)
- Muhammad Irfan
- Department of Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Safdar Abbas
- Department of Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Beenish Jehan Azhar
- Department of Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Shakeel Ahmad
- Physics Division, Pakistan Institute of Nuclear Science & Technology, Islamabad, Pakistan
| | - Hafsah Muhammad
- Institute of Basic Medical Science, Khyber Medical University Peshawar, Peshawar, Pakistan
| | - Ishaq Ahmed
- Experimental Physics Department, National Centre of Physics, Islamabad, Pakistan
| | - Javed Hussain
- Experimental Physics Department, National Centre of Physics, Islamabad, Pakistan
| | - Samina N Shakeel
- Department of Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan
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15
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Nie Z, Wan C, Chen C, Chen J. Comprehensive Evaluation of the Postharvest Antioxidant Capacity of Majiayou Pomelo Harvested at Different Maturities Based on PCA. Antioxidants (Basel) 2019; 8:antiox8050136. [PMID: 31108913 PMCID: PMC6563022 DOI: 10.3390/antiox8050136] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 05/09/2019] [Accepted: 05/13/2019] [Indexed: 02/07/2023] Open
Abstract
Majiayou pomelo (Citrus grandis L. Osbeck, MP) is a famous local red pulp pomelo from the Jiangxi province in China that is rich in natural active substances. In order to investigate the postharvest antioxidant capacities of MP pulp and determine the optimal harvesting time, fruits that were harvested at three different maturities (185, 200, and 215 days after full bloom) were observed for 180 days of preservation at ambient temperature. An abundance of ascorbic acid and lycopene in the MP pulp was found during storage, and in Harvest I, these substances were significantly higher than in Harvest II and Harvest III fruit (p < 0.05). The activity of ascorbate peroxidase (APX), peroxidase (POD), and catalases (CAT) in Harvest I and Harvest II were far higher after 90 days. The radical scavenging ability of 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical, superoxide anion radical (O2-•), and hydroxyl radical (•OH) in Harvest I and Harvest II were higher. There was a significantly positive correlation (p < 0.01) between the antioxidant components (ascorbic acid, lycopene, carotenoids, total phenols, and total flavonoids), enzyme activity, and radical scavenging ability. The comprehensive scores determined by principal component analysis (PCA) in Harvest I and II were higher than those in Harvest III. Therefore, the optimal harvesting period of MP for each year is determined to be early November. The study provides a theoretical basis for the maintenance of the postharvest fruit value and the regulation of fruit functional components.
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Affiliation(s)
- Zhengpeng Nie
- Collaborative Innovation Center of Post-harvest Key Technology and Quality Safety of Fruits and Vegetables in Jiangxi Province, Jiangxi Key Laboratory for Postharvest Technology and Non-destructive Testing of Fruits & Vegetables, Jiangxi Agricultural University, Nanchang 330045, China.
| | - Chunpeng Wan
- Collaborative Innovation Center of Post-harvest Key Technology and Quality Safety of Fruits and Vegetables in Jiangxi Province, Jiangxi Key Laboratory for Postharvest Technology and Non-destructive Testing of Fruits & Vegetables, Jiangxi Agricultural University, Nanchang 330045, China.
| | - Chuying Chen
- Collaborative Innovation Center of Post-harvest Key Technology and Quality Safety of Fruits and Vegetables in Jiangxi Province, Jiangxi Key Laboratory for Postharvest Technology and Non-destructive Testing of Fruits & Vegetables, Jiangxi Agricultural University, Nanchang 330045, China.
| | - Jinyin Chen
- Collaborative Innovation Center of Post-harvest Key Technology and Quality Safety of Fruits and Vegetables in Jiangxi Province, Jiangxi Key Laboratory for Postharvest Technology and Non-destructive Testing of Fruits & Vegetables, Jiangxi Agricultural University, Nanchang 330045, China.
- Pingxiang University, Pingxiang Jiangxi 337055, China.
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