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Hu X, Li D, Ding Y, Zhang Y, Ren C. Characteristic of volatile flavor compounds in 'Fengtangli' plum ( Prunus salicina Lindl.) were explored based on GC×GC-TOF MS. Front Nutr 2025; 12:1536954. [PMID: 39949543 PMCID: PMC11821493 DOI: 10.3389/fnut.2025.1536954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 01/17/2025] [Indexed: 02/16/2025] Open
Abstract
Introduction The 'Fengtangli' plum (Prunus salicina Lindl.) is favoured by consumers for its characteristic flavor. The purpose of this study was to explore the characteristics of volatile flavor compounds in 'Fengtangli' plum. Methods The flavor compounds of both 'Fengtangli' and 'Siyueli' plums were analyzed using comprehensive two-dimensional gas chromatography time-of-flight mass spectrometry (GC×GC-TOF MS). Results The results revealed the presence of 495 volatile flavor compounds in 'Fengtangli' plum and 466 in 'Siyueli' plum. The relative concentrations of hydrocarbons, alcohols, ketones, and esters in 'Fengtangli' plum were significantly elevated compared to those detected in 'Siyueli' plum. Moreover, the sensorial attributes of sweetness, citrus, herbal, floral, and fruity notes were more prominent in 'Fengtangli' plum relative to those of 'Siyueli' plum. Through the integration of differential metabolite analysis and relative odor activity assessment, it is hypothesized that furan-2-pentyl; (E)-2-octenal; and 1-octen-3-one may represent the characteristic of volatile flavor compounds in 'Fengtangli' plum. Discussion The research results may provide a theoretical reference for the development and application of 'Fengtangli' plum and the study of the synthesis mechanism of characteristic flavor compounds.
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Affiliation(s)
- Xianfeng Hu
- College of Agriculture, Anshun University, Anshun, Guizhou, China
| | - Deyan Li
- College of Agriculture, Anshun University, Anshun, Guizhou, China
| | - Yi Ding
- College of Agriculture, Anshun University, Anshun, Guizhou, China
| | - Yubo Zhang
- College of Agriculture, Anshun University, Anshun, Guizhou, China
| | - Chunguang Ren
- Guizhou Mountain Resources Research Institute, Guiyang, Guizhou, China
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Zhan C, Jia R, Yang S, Zhang M, Peng L. Transcriptome Analysis Reveals the Mechanism of Cold-Induced Sweetening in Chestnut during Cold Storage. Foods 2024; 13:2822. [PMID: 39272587 PMCID: PMC11394792 DOI: 10.3390/foods13172822] [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: 07/21/2024] [Revised: 08/15/2024] [Accepted: 09/03/2024] [Indexed: 09/15/2024] Open
Abstract
Chestnuts become sweetened with better tastes for fried products after cold storage, but the possible mechanism is not clear. The dynamics of sugar components and related physiological responses, as well as the possible molecular mechanism in chestnuts during cold storage, were investigated. Sucrose accumulation and starch degradation contributed to taste improvement. Sucrose content reached the peak after two months of cold storage, along with the accumulation of reducing sugars of maltose, fructose and glucose to a much lesser extent. Meanwhile, alpha-amylase and beta-amylase maintained high levels, and the activities of acid invertase and sucrose synthase increased. Transcriptome data demonstrated that differentially expressed genes (DEGs) were significantly enriched in the process of starch and sucrose metabolism pathway, revealing the conversion promotion of starch to sucrose. Furthermore, DEGs involved in multiple phytohormone biosynthesis and signal transduction, as well as the transcription regulators, indicated that sucrose accumulation might be interconnected with the dormancy release of chestnuts, with over 90% germinated after two months of cold storage. Altogether, the results indicated that cold storage improved the taste of chestnuts mainly due to sucrose accumulation induced by DEGs of starch and sucrose metabolism pathway in this period, and the sweetening process was interconnected with dormancy release.
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Affiliation(s)
- Chun Zhan
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Ruqi Jia
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Shuzhen Yang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Meihong Zhang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Litao Peng
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
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Zhang F, Wang Y, Liu B, Gong P, Shi C, Zhu L, Zhao J, Yao W, Liu Q, Luo J. Widely Targeted Metabolomic Analysis Revealed the Diversity in Milk from Goats, Sheep, Cows, and Buffaloes and Its Association with Flavor Profiles. Foods 2024; 13:1365. [PMID: 38731736 PMCID: PMC11083174 DOI: 10.3390/foods13091365] [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: 03/15/2024] [Revised: 04/17/2024] [Accepted: 04/26/2024] [Indexed: 05/13/2024] Open
Abstract
The milk flavor can be attributed to the presence of numerous flavor molecules and precursors. In this study, we employed widely targeted metabolomic analysis techniques to analyze the metabolic profiles of various milk samples obtained from goats, sheep, dairy cows, and buffaloes. A total of 631 metabolites were identified in the milk samples, which were further categorized into 16 distinct classes. Principal component analysis (PCA) suggested that the metabolite profiles of samples from the same species exhibit clustering, while separated patterns of metabolite profiles are observed across goat, sheep, cow, and buffalo species. The differential metabolites between the groups of each species were screened based on fold change and variable importance in projection (VIP) values. Five core differential metabolites were subsequently identified, including 3-(3-hydroxyphenyl)-3-hydroxypropanoic acid, inosine 5'-triphosphate, methylcysteine, N-cinnamylglycine, and small peptide (L-tyrosine-L-aspartate). Through multiple comparisons, we also screened biomarkers of each type of milk. Our metabolomic data showed significant inter-species differences in the composition and concentration of some compounds, such as organic acids, amino acids, sugars, nucleotides, and their derivatives, which may affect the overall flavor properties of the milk sample. These findings provided insights into the molecular basis underlying inter-species variations in milk flavor.
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Affiliation(s)
- Fuhong Zhang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Yaling Wang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Baolong Liu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Ping Gong
- Institute of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Sciences, Urumchi 830000, China;
| | - Chenbo Shi
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Lu Zhu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Jianqing Zhao
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Weiwei Yao
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Qingqing Liu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
| | - Jun Luo
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (F.Z.); (Y.W.); (B.L.); (C.S.); (L.Z.); (J.Z.); (W.Y.); (Q.L.)
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Zhao W, Sun X, Wang L, Sun Z, Zhang H, Zhong Q, Yang S. Metabolomics analysis of quality components metabolism during the growth process of pepino ( Solanum muricatum) fruit. PLANT SIGNALING & BEHAVIOR 2023; 18:2283363. [PMID: 37976083 PMCID: PMC10761028 DOI: 10.1080/15592324.2023.2283363] [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: 09/06/2023] [Accepted: 10/26/2023] [Indexed: 11/19/2023]
Abstract
Pepino (Solanum muricatum), a horticultural crop that has experienced significant growth in the highlands of China over the past two decades, is widely embraced by consumers due to its distinctive taste and nutritional advantages. This study focused on the cultivar 'Qingcanxiang' of pepino grown on the Qinghai-Tibetan Plateau was analyzed using UPLC-QTOF-MS and RNA-seq transcriptome sequencing. Fruit samples were collected at three distinct stages of development, and the results of the metabolomics and transcriptomics were compared and correlated. The study's findings indicate that the 'Qingcanxiang' fruit contained a total of 187 metabolites, comprising 12 distinct categories of compounds, including amino acids and their derivatives, organic acids, sugars and alcohols, phenols and phenolic acids. Of these metabolites, 94 were identified as differential. Significant variations in nutrient composition were observed across the three growth stages of the fruit. Specifically, the stage spanning from the growth to the maturation was identified as the critical stages for nutrient accumulation and flavor development. Transcriptome sequencing analysis revealed a set of highly associated genes between aspartate and quinic acid, namely SIR2, IRAK4, RP-L29, and CCNH. These genes are potentially involved in the regulation of both amino acid and phenolic acid synthesis. Through the application of metabolomics and transcriptomics, this investigation elucidates the alterations in metabolites and the underlying molecular regulatory mechanisms of pepino fruits during three growth stages. The findings furnish a theoretical foundation for the evaluation of nutritional quality and the enhancement of breeding strategies for pepino.
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Affiliation(s)
- Wenwen Zhao
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
- College of Agriculture and Animal Husbandry, Qinghai University, Xining, China
| | - Xuemei Sun
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
| | - Lihui Wang
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
| | - Zhu Sun
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
| | - Huajing Zhang
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
- College of Agriculture and Animal Husbandry, Qinghai University, Xining, China
| | - Qiwen Zhong
- Key Laboratory of Qinghai-Tibet Plateau Biotechnology Ministry of Education, Qinghai University, Xining, China
| | - Shipeng Yang
- Qinghai Key Laboratory of Vegetable Genetics and Physiology, Agriculture and Forestry Sciences Institute of Qinghai University, Xining, China
- College of Life Sciences, Northwest A&F University, Yangling, China
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Zhou X, Obel HO, Liu S, Yang Y, Liu J, Zhuang Y. Comparative Analysis of Metabolic Variation in Eggplant Fruit of Different Varieties Reveals Metabolites Important for Quality Traits. Foods 2023; 12:4383. [PMID: 38137187 PMCID: PMC10742729 DOI: 10.3390/foods12244383] [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: 11/05/2023] [Revised: 12/02/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023] Open
Abstract
Eggplant is one of the most important vegetable crops worldwide and has been considered to have great antioxidant activity. However, little information is available about the primary metabolic composition of the nutritional values of eggplant. Using a widely targeted metabolome approach, the current study investigated primary metabolic variation in 13 eggplant varieties with different morphologies. A total of 503 primary metabolites (amino acids, lipids, nucleotides, organic acids, vitamin, saccharides, and alcohols) and 170 phenolic acids were detected, among which 211 metabolites were differently accumulated. Metabolic pathway analysis of the differential metabolites revealed the significant enrichment of phenylpropanoid biosynthesis, arginine biosynthesis, alpha-linolenic acid metabolism, and linoleic acid metabolism. The higher levels of amino acids and lipids were related to the umami, soft, and waxy taste of eggplant fruit. The present work substantially contributes to the knowledge of primary metabolite compositions regarding fruit-eating quality and provides useful information for the future breeding of eggplant.
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Affiliation(s)
- Xiaohui Zhou
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Hesbon Ochieng Obel
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Songyu Liu
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Yan Yang
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Jun Liu
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Yong Zhuang
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
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Zhu S, Huang S, Lin X, Wan X, Zhang Q, Peng J, Luo D, Zhang Y, Dong X. The Relationships between Waxes and Storage Quality Indexes of Fruits of Three Plum Cultivars. Foods 2023; 12:foods12081717. [PMID: 37107512 PMCID: PMC10137498 DOI: 10.3390/foods12081717] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/12/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
In the present study, the cuticular wax morphology, composition and the relationship with storage quality in three plum cultivars of Prunus salicina 'Kongxin' (KXL), Prunus salicina 'Fengtang' (FTL) and Prunus salicina 'Cuihong' (CHL) were investigated during storage at room temperature of 25 ± 1 °C. The results illustrated that the highest cuticular wax concentration was discovered in KXL, followed by FTL and the lowest in CHL. The fruit wax composition of the three plum cultivars was similar and principally composed of alkanes, alcohols, fatty acids, ketones, aldehydes, esters, triterpenes and olefins. Alcohols, alkanes and triterpenes were the dominant fruit wax compounds of the three plum cultivars. After storage for 20 d at room temperature, the variation of cuticular wax crystal structure and composition showed significant cultivar-associated differences. The total wax content decreased for FTL and CHL and increased for KXL, and the wax crystal degraded and melted together over time. The higher contents of the main components in the three plum cultivars were nonacosane, 1-triacontanol, 1-heneicosanol, nonacosan-10-one, octacosanal, ursolic aldehyde and oleic acid. Alcohols, triterpenes, fatty acids and aldehydes were most dramatically correlated with the softening of fruit and storage quality, and alkanes, esters and olefins were most significantly correlated with the water loss. Nonacosane and ursolic aldehyde can enhance the water retention of fruit. Overall, this study will provide a theoretical reference for the further precise development of edible plum fruit wax.
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Affiliation(s)
- Shouliang Zhu
- Guizhou Workstation for Fruit and Vegetables, Guiyang 550025, China
| | - Shian Huang
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
- Guiyang Agricultural Reclamation Investment Development Group Co., Ltd., Guiyang 550001, China
| | - Xin Lin
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Xuan Wan
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Qin Zhang
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Junsen Peng
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Dengcan Luo
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Yun Zhang
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
| | - Xiaoqing Dong
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guiyang 550025, China
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Integrated Analysis of Widely Targeted Metabolomics and Transcriptomics Reveals the Effects of Transcription Factor NOR-like1 on Alkaloids, Phenolic Acids, and Flavonoids in Tomato at Different Ripening Stages. Metabolites 2022; 12:metabo12121296. [PMID: 36557334 PMCID: PMC9853326 DOI: 10.3390/metabo12121296] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/14/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Tomato is abundant in alkaloids, phenolic acids, and flavonoids; however, the effect of transcription factor NOR-like1 on these metabolites in tomato is unclear. We used a combination of widely targeted metabolomics and transcriptomics to analyze wild-type tomatoes and CR-NOR-like1 tomatoes. A total of 83 alkaloids, 85 phenolic acids, and 96 flavonoids were detected with significant changes. Combined with a KEGG enrichment analysis, we revealed 16 differentially expressed genes (DEGs) in alkaloid-related arginine and proline metabolism, 60 DEGs were identified in the phenolic acid-related phenylpropane biosynthesis, and 30 DEGs were identified in the flavonoid-related biosynthesis pathway. In addition, some highly correlated differential-expression genes with differential metabolites were further identified by correlation analysis. The present research provides a preliminary view of the effects of NOR-like1 transcription factor on alkaloid, phenolic acid, and flavonoid accumulation in tomatoes at different ripening stages based on widely targeted metabolomics and transcriptomics in plants, laying the foundation for extending fruit longevity and shelf life as well as cultivating stress-resistant plants.
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Lin X, Huang S, Huber DJ, Zhang Q, Wan X, Peng J, Luo D, Dong X, Zhu S. Melatonin Treatment Affects Wax Composition and Maintains Storage Quality in 'Kongxin' Plum ( Prunus salicina L. cv) during Postharvest. Foods 2022; 11:foods11243972. [PMID: 36553714 PMCID: PMC9778571 DOI: 10.3390/foods11243972] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/03/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022] Open
Abstract
Cuticular wax is an essential barrier against biological and abiotic stress and is also an important factor affecting fruit storage quality. This paper investigated the effect of melatonin treatment on cuticular wax and the storage quality of plum fruit at low temperature storage of 4 ± 1 °C. 'Kongxin' plum was treated with 150 μmol·L-1 melatonin, dried overnight at room temperature 25 ± 1 °C, and then stored at 4 ± 1 °C for 40 d. The microstructure of the fruit epidermis was examined after 0, 20, and 40 d of storage, and the wax composition and fruit storage quality were measured at 10 d intervals. The results demonstrated that melatonin promoted the disintegration and thickening of rod-shaped waxy crystals of 'Kongxin' plum fruit and inhibited the combination of disintegrated wax and inner wax. Melatonin maintained fruit firmness and decreased the correlation between fruit firmness and other storage quality parameters. The correlation between firmness and wax composition was enhanced. Melatonin promoted long-chain alkanes that were positively correlated with firmness and water retention and strengthened the correlation between the length of the alkane chain and storage quality parameters but reduced the difference between alkane isomers and storage quality parameters.
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Affiliation(s)
- Xin Lin
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
| | - Shian Huang
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
- Guiyang Agricultural Reclamation Investment Development Group Co., Ltd., Guizhou 550001, China
| | - Donald J. Huber
- Horticultural Sciences Department, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL 32611-0690, USA
| | - Qin Zhang
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
| | - Xuan Wan
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
| | - Junsen Peng
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
| | - Dengcan Luo
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
| | - Xiaoqing Dong
- Fruit Crops Center of Guizhou Engineering Research, College of Agricultural, Guizhou University, Guizhou 550025, China
- Correspondence: (X.D.); (S.Z.)
| | - Shouliang Zhu
- Guizhou Workstation for Fruit and Vegetables, Guizhou 550025, China
- Correspondence: (X.D.); (S.Z.)
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