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Zhang Y, Pang X, Li M, Zhang J, Zhao Y, Tang Y, Huang G, Wei S. Transcriptome and metabolome analyses reveal that GA3ox regulates the dwarf trait in mango (Mangifera indica L.). BMC PLANT BIOLOGY 2024; 24:1025. [PMID: 39472789 PMCID: PMC11520834 DOI: 10.1186/s12870-024-05700-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 10/14/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Mango is a tropical fruit with high economic value. The selection of suitable dwarf mango varieties is an important aspect of mango breeding. However, the mechanisms that regulate mango dwarfing remain unclear. RESULTS In this study, we compared the transcriptomes and metabolomes of mango varieties Guiqi (a dwarfed variety) and Jinhuang (an arborized variety). A total of 4,954 differentially expressed genes and 317 differentially abundant metabolites were identified between the two varieties, revealing the molecular mechanism of the gibberellin 3β-hydroxylase gene GA3ox in regulating dwarfing traits in mangoes using joint transcriptome and metabolome analyses. The results showed that differentially expressed genes were enriched in the diterpenoid biosynthesis pathway and that differentially abundant metabolites were annotated to their upstream pathway, the terpenoid backbone biosynthesis. A gene regulation network based on these two pathways was constructed, indicating the upregulation of the GA3ox gene and the accumulation of gibberellin in dwarfed mangoes. We then transferred the GA3ox gene to tobacco plants following the application of gibberellin, and the morphology and height of the transgenic tobacco plants largely recovered the phenotype. CONCLUSIONS These results demonstrated that GA3ox plays a role in the regulation of dwarf traits. Our study provides an important theoretical basis for studying the regulatory mechanisms underlying mango dwarfism to facilitate mango breeding.
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Affiliation(s)
- Yu Zhang
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China.
- Guangxi Zhuang Autonomous Region Engineering Research Center of Green and Efficient Development for Mango Industry, Nanning, 530001, People's Republic of China.
- Guangxi Key Laboratory of Quality and Safety Control for Subtropical Fruits, Nanning, 530001, People's Republic of China.
| | - Xinhua Pang
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China
- Guangxi Zhuang Autonomous Region Engineering Research Center of Green and Efficient Development for Mango Industry, Nanning, 530001, People's Republic of China
- Guangxi Key Laboratory of Quality and Safety Control for Subtropical Fruits, Nanning, 530001, People's Republic of China
| | - Mu Li
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China
| | - Ji Zhang
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China
| | - Ying Zhao
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China
| | - Yujuan Tang
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China
| | - Guodi Huang
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China.
- Guangxi Zhuang Autonomous Region Engineering Research Center of Green and Efficient Development for Mango Industry, Nanning, 530001, People's Republic of China.
- Guangxi Key Laboratory of Quality and Safety Control for Subtropical Fruits, Nanning, 530001, People's Republic of China.
| | - Shaolong Wei
- Guangxi Subtropical Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 53001, People's Republic of China.
- Guangxi Zhuang Autonomous Region Engineering Research Center of Green and Efficient Development for Mango Industry, Nanning, 530001, People's Republic of China.
- Guangxi Key Laboratory of Quality and Safety Control for Subtropical Fruits, Nanning, 530001, People's Republic of China.
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Hou M, John Martin JJ, Song Y, Wang Q, Cao H, Li W, Sun C. Dynamics of flavonoid metabolites in coconut water based on metabolomics perspective. FRONTIERS IN PLANT SCIENCE 2024; 15:1468858. [PMID: 39435019 PMCID: PMC11491327 DOI: 10.3389/fpls.2024.1468858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 09/10/2024] [Indexed: 10/23/2024]
Abstract
Coconut meat and coconut water have garnered significant attention for their richness in healthful flavonoids. However, the dynamics of flavonoid metabolites in coconut water during different developmental stages remain poorly understood. This study employed the metabolomics approach using liquid chromatography-tandem mass spectrometry (LC-MS/MS) to investigate the changes in flavonoid metabolite profiles in coconut water from two varieties, 'Wenye No.5'(W5) and Hainan local coconut (CK), across six developmental stages. The results showed that a total of 123 flavonoid metabolites including chalcones, dihydroflavonoids, dihydroflavonols, flavonoids, flavonols, flavonoid carboglycosides, and flavanols were identified in the coconut water as compared to the control. The total flavonoid content in both types of coconut water exhibited a decreasing trend with developmental progression, but the total flavonoid content in CK was significantly higher than that in W5. The number of flavonoid metabolites that differed significantly between the W5 and CK groups at different developmental stages were 74, 74, 60, 92, 40 and 54, respectively. KEGG pathway analysis revealed 38 differential metabolites involved in key pathways for flavonoid biosynthesis and secondary metabolite biosynthesis. This study provides new insights into the dynamics of flavonoid metabolites in coconut water and highlights the potential for selecting and breeding high-quality coconuts with enhanced flavonoid content. The findings have implications for the development of coconut-based products with improved nutritional and functional properties.
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Affiliation(s)
- Mingming Hou
- School of Life Sciences, Henan University, Kaifeng, Henan, China
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
| | - Jerome Jeyakumar John Martin
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- National Key Laboratory for Tropical Crop Breeding, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Yuqiao Song
- School of Life Sciences, Henan University, Kaifeng, Henan, China
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- National Key Laboratory for Tropical Crop Breeding, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Qi Wang
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- College of Wine and Horticulture, Ningxia University, Yinchuan, Ningxia Hui Autonomous Region, China
| | - Hongxing Cao
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- National Key Laboratory for Tropical Crop Breeding, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Wenrao Li
- School of Life Sciences, Henan University, Kaifeng, Henan, China
| | - Chengxu Sun
- Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
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Lai H, Yan L, Wang Y, Mei Y, Huang Y, Zeng X, Ge L, Zhao J, Zhu Y, Huang Q, Yang M, Zhao N. Effects of substrates and suppliers of ingredients on microbial community and metabolites of traditional non-salt Suancai. MICROBIOME RESEARCH REPORTS 2024; 3:21. [PMID: 38841414 PMCID: PMC11149085 DOI: 10.20517/mrr.2023.76] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/07/2024] [Accepted: 03/07/2024] [Indexed: 06/07/2024]
Abstract
Aim: Non-salt Suancai is an acidic fermented vegetable consumed by the Chinese Yi ethnic group. Traditionally, it is produced by fermentation without salt in a cold environment. The present study aimed to investigate the metabolite and microbial characteristics, and the effects of substrates/suppliers ingredients on non-salt Suancai. Methods: A simulated fermentation system of non-salt Suancai was constructed by using different substrates/suppliers' ingredients. The coherence and differential detection of the metabolite and microbial characteristics were done through non-target metabolomic and metagenomic analysis. Results: Lactic acid was the predominant organic acid across all samples. The enumeration of the Lactic acid bacteria showed no discernible differences between study groups, but that of yeast was highest in the mustard leaf stem (Brassica juncea var. latipa). The three major biological metabolic pathways were metabolism, environmental information, and genetic information processing based on the KEGG database. The metabolite diversity varied with the substrate/supplier of ingredients based on the PLS-DA plot. Lactiplantibacillus, Leuconostoc, and Lactococcus were prevalent in all samples but differentially. The microbial diversity and richness varied significantly, with 36~291 species being identified. Among the various substrates collected from the same supplier, 29, 59, and 29 differential species were identified based on LEfSe [linear discriminant analysis (LDA) > 2, P < 0.05]. Leuconostoc citreum, Leuconostoc mesenteroides, Leuconostoc pseudomesenteroides, Lactiplantibacillus plantarum, and Leuconostoc lactis were likely to be used as the species to discriminate samples collected from different suppliers. Conclusions: This research contributed to the exploration of microbial and metabolite characteristics behind the ingredient restriction of non-salt Suancai using traditional technology.
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Affiliation(s)
- Haimei Lai
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Lang Yan
- Panxi Crops Research and Utilization Key Laboratory of Sichuan Province, Xichang College, Xichang 615000, Sichuan, China
| | - Yali Wang
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Yuan Mei
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Yuli Huang
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Xueqing Zeng
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Lihong Ge
- College of Life Science, Sichuan Normal University, Chengdu 610066, Sichuan, China
| | - Jichun Zhao
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Yongqing Zhu
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Qiaolian Huang
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Menglu Yang
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
| | - Nan Zhao
- Institute of Agro-products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, Sichuan, China
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Yao Y, Zhang R, Jia R, Yao Z, Qiao Y, Wang Z. Exploration of Raw Pigmented-Fleshed Sweet Potatoes Volatile Organic Compounds and the Precursors. Molecules 2024; 29:606. [PMID: 38338351 PMCID: PMC10856654 DOI: 10.3390/molecules29030606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/22/2024] [Accepted: 01/24/2024] [Indexed: 02/12/2024] Open
Abstract
Sweet potato provides rich nutrients and bioactive substances for the human diet. In this study, the volatile organic compounds of five pigmented-fleshed sweet potato cultivars were determined, the characteristic aroma compounds were screened, and a correlation analysis was carried out with the aroma precursors. In total, 66 volatile organic compounds were identified. Terpenoids and aldehydes were the main volatile compounds, accounting for 59% and 17%, respectively. Fifteen compounds, including seven aldehydes, six terpenes, one furan, and phenol, were identified as key aromatic compounds for sweet potato using relative odor activity values (ROAVs) and contributed to flower, sweet, and fat flavors. The OR sample exhibited a significant presence of trans-β-Ionone, while the Y sample showed high levels of benzaldehyde. Starch, soluble sugars, 20 amino acids, and 25 fatty acids were detected as volatile compounds precursors. Among them, total starch (57.2%), phenylalanine (126.82 ± 0.02 g/g), and fatty acids (6.45 μg/mg) were all most abundant in Y, and LY contained the most soluble sugar (14.65%). The results of the correlation analysis revealed the significant correlations were identified between seven carotenoids and trans-β-Ionone, soluble sugar and nerol, two fatty acids and hexanal, phenylalanine and 10 fatty acids with benzaldehyde, respectively. In general, terpenoids and aldehydes were identified as the main key aromatic compounds in sweet potatoes, and carotenoids had more influence on the aroma of OR than other cultivars. Soluble sugars, amino acids, and fatty acids probably serve as important precursors for some key aroma compounds in sweet potatoes. These findings provide valuable insights for the formation of sweet potato aroma.
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Affiliation(s)
- Yanqiang Yao
- College of Agriculture and Biotechnology, Hebei Normal University of Science & Technology, Changli 066600, China;
- Guangdong Province Key Laboratory of Crop Genetic Improvement, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China; (R.Z.); (R.J.); (Z.Y.)
| | - Rong Zhang
- Guangdong Province Key Laboratory of Crop Genetic Improvement, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China; (R.Z.); (R.J.); (Z.Y.)
| | - Ruixue Jia
- Guangdong Province Key Laboratory of Crop Genetic Improvement, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China; (R.Z.); (R.J.); (Z.Y.)
| | - Zhufang Yao
- Guangdong Province Key Laboratory of Crop Genetic Improvement, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China; (R.Z.); (R.J.); (Z.Y.)
| | - Yake Qiao
- College of Agriculture and Biotechnology, Hebei Normal University of Science & Technology, Changli 066600, China;
| | - Zhangying Wang
- Guangdong Province Key Laboratory of Crop Genetic Improvement, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China; (R.Z.); (R.J.); (Z.Y.)
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