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Yang Z, Han X, Xing Z, He F, Qi T, Wang X, Fu R, Du C, Feng X, Wang Y, Yuan Q, Li F, Lan W, Xu Y. Combining transcriptomics and metabolomics to analyse the mechanism of allelopathy in Cyclachaena xanthiifolia. BMC PLANT BIOLOGY 2025; 25:660. [PMID: 40389813 DOI: 10.1186/s12870-025-06704-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 05/12/2025] [Indexed: 05/21/2025]
Abstract
As a vicious invasive plant, Cyclachaena xanthiifolia has caused severe ecological disruption and significant reductions in crop yield, necessitating urgent control measures. However, the underlying mechanisms of its allelopathic invasion remain unclear, representing the primary bottleneck in current management strategies. In this study, we used metabolomic and transcriptomic analyses to evaluate the differences in allelopathy and related physiological and biochemical indices among different extract fractions of C.xanthiifolia, and to investigate how the allelopathy of C.xanthiifolia inhibits seed germination and seedling growth by altering metabolic pathways. GC-MS results identified several compounds with allelopathic potential, including fatty acids, terpenes, esters, alkanes, and aldehydes. Among them, n-butanol phase extract (NE) treatment significantly inhibited the germination and water absorption of mustard (Brassica juncea) seeds, changed the balance of the endogenous hormones abscisic acid (ABA) and gibberellins (GA) in seeds, destroyed the antioxidant enzyme system, and caused plasma membrane damage. Moreover, transcriptomic and broadly targeted metabolomic analyses showed that NE treatment interfered with primary metabolism, significantly enriched the carotenoid biosynthetic pathway, and led to a significant accumulation of ABA. The quantitative real-time PCR (qRT-PCR) results showed that the expression levels of 7 key genes involved in ABA biosynthesis and metabolic pathways were relatively high. The results showed that C.xanthiifolia may exert its allelopathic effects by disrupting the antioxidant enzyme system and interfering with primary metabolism and hormone signalling, and that the modulation of the ABA signalling pathway appears to play a key role.
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Affiliation(s)
- Zelin Yang
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Xiaoling Han
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Zhixiang Xing
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Fumeng He
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Tianshuai Qi
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Xue Wang
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Rao Fu
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Chong Du
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Xu Feng
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Yingnan Wang
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Qiang Yuan
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China
| | - Fenglan Li
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China.
- Heilongjiang Academy of Green Food Science, Harbin, 150023, China.
| | - Wei Lan
- School of Biology and Food Engineering, Fuyang Normal University, Fuyang, Anhui, 236037, P. R. China.
- Anhui Engineering Research Center for Functional Fruit Drink and Ecological Fermentation, Fuyang, Anhui, 236037, P. R. China.
| | - Yongqing Xu
- College of Life Sciences, Northeast Agricultural University, Harbin, 150030, China.
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Li H, Yao X, He A, Xue G, Yang H, Fan Y, Yang S, Ruan J. Genome-wide identification and gene expression pattern analysis of the carotenoid cleavage oxygenase gene family in Fagopyrum tataricum. BMC PLANT BIOLOGY 2025; 25:466. [PMID: 40217154 PMCID: PMC11992870 DOI: 10.1186/s12870-025-06503-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Accepted: 04/02/2025] [Indexed: 04/14/2025]
Abstract
BACKGROUND Carotenoid cleavage oxygenases (CCOs) convert carotenoids into volatile aromatic compounds implicated in plant growth and development. They affect the synthesis of hormones, including abscisic acid (ABA) and strigolactone (SL). However, the CCO family in Tartary buckwheat remains unelucidated. RESULTS We identified the FtCCO gene family based on Tartary buckwheat genomic data and analyzed the biological function of the FtCCO genes using bioinformatics methods and the expression pattern of the gene using fluorescence quantitative PCR. Three pairs of fragment duplication genes were found in FtCCOs, and the motifs were highly conserved within the same subfamily. FtCCO genes are closely related to the dicotyledonous Arabidopsis thaliana, which has the highest number of co-linear genes. The qRT-PCR showed that among the tissue-specific expression patterns of Tartary buckwheat CCO genes, the expression of the FtCCOs was higher in the leaves. In Tartary buckwheat grain development, the relative expression of most FtCCOs was higher at the later stage. The relative expression of many genes was higher in the stems under cold, dark, NaCl, and abiotic stress conditions. However, under the hormone and plant growth regulator treatments, the expression of the nine FtCCOs was relatively low in the stems. Notably, the relative expression of FtNCED4 was extremely high under abiotic stress and hormone induction, indicating that FtNCED4 may be involved in the growth and development of Tartary buckwheat. In this study, the FtCCO family genes of Tartary buckwheat were identified at the genome-wide level, and the gene expression pattern of the FtCCO gene family in different tissues or treatments was determined. This study provides a theoretical basis for further analysis of the functions of theFtCCO family, which is of great significance for the mining of resistance genes and trait improvement.
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Affiliation(s)
- Huan Li
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Xin Yao
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Ailing He
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Guoxing Xue
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Haizhu Yang
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Yu Fan
- College of Food and Biological Engineering, Chengdu University, Chengdu, Sichuan, 610106, China
| | - Sanwei Yang
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China
| | - Jingjun Ruan
- College of Agriculture, Guizhou University, Guiyang, Guiyang, Guizhou, 550025, China.
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Song H, Zhao K, Wang X, Jiang G, Li J, He C, Wang L, Sun S, Tu M, Wang Q, Gong R, Chen D. Multi-Omics Analysis Uncovers the Mechanism for Enhanced Organic Acid Accumulation in Peach ( Prunus persica L.) Fruit from High-Altitude Areas. PLANTS (BASEL, SWITZERLAND) 2024; 13:3171. [PMID: 39599380 PMCID: PMC11597949 DOI: 10.3390/plants13223171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 11/05/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024]
Abstract
The early-ripening peach industry has undergone rapid development in the Panxi region of the Sichuan Basin in recent years. However, after the introduction of some new peach varieties to the high-altitude peach-producing areas in Panxi, the titratable acid content in peach fruit has significantly increased. This study compared the fruit quality indicators of early-ripening peach varieties cultivated in Xide County (a high-altitude peach-producing area) and Longquanyi District (a low-altitude peach-producing area) in Sichuan Province and analyzed the differences in organic acid metabolism by combining primary metabolomic and transcriptomic approaches. The results showed that the 'Zhongtaohongyu' fruit from the high-altitude peach-producing area had a much higher accumulation of malic acid and, accordingly, a significantly higher organic acid content than the other samples. The lower annual average temperature and stronger ultraviolet radiation in high-altitude peach-producing areas may lead to the increased expression of genes (PpNAD-ME1, PpNADP-ME3, and PpPEPC1) in the organic acid synthesis pathway and the decreased expression of genes (PpACO2, PpNAD-MDH2/3/4/5, and PpPEPCK2) in the organic acid degradation pathway in peach fruit, ultimately resulting in the accumulation of more organic acids. Among them, the downregulation of the key genes PpNAD-MDH3/4/5 involved in malic acid metabolism may be the main reason for the higher malic acid accumulation in peach fruit from high-altitude peach-producing areas. Overall, this study elucidates the mechanism by which environmental factors enhance the accumulation of organic acids in peach fruit from high-altitude peach-producing areas from a multi-omics perspective, as well as providing a theoretical basis for screening key genes involved in organic acid metabolism in peach fruit.
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Affiliation(s)
- Haiyan Song
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Ke Zhao
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Xiaoan Wang
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
- College of Horticulture, Sichuan Agricultural University, Chengdu 6111130, China;
| | - Guoliang Jiang
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Jing Li
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Chengyong He
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Lingli Wang
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Shuxia Sun
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Meiyan Tu
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
| | - Qiang Wang
- Chengdu Agricultural Technology Extension Station, Chengdu 610095, China;
| | - Ronggao Gong
- College of Horticulture, Sichuan Agricultural University, Chengdu 6111130, China;
| | - Dong Chen
- Institute of Horticulture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China; (H.S.); (K.Z.); (X.W.); (G.J.); (J.L.); (C.H.); (L.W.); (S.S.); (M.T.)
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwest China, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
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Qin H, Guo J, Jin Y, Li Z, Chen J, Bie Z, Luo C, Peng F, Yan D, Kong Q, Liang F, Zhang H, Hu X, Cui R, Cui X. Integrative analysis of transcriptome and metabolome provides insights into the mechanisms of leaf variegation in Heliopsis helianthoides. BMC PLANT BIOLOGY 2024; 24:731. [PMID: 39085772 PMCID: PMC11290119 DOI: 10.1186/s12870-024-05450-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 07/23/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND In the field of ornamental horticulture, phenotypic mutations, particularly in leaf color, are of great interest due to their potential in developing new plant varieties. The introduction of variegated leaf traits in plants like Heliopsis helianthoides, a perennial herbaceous species with ecological adaptability, provides a rich resource for molecular breeding and research on pigment metabolism and photosynthesis. We aimed to explore the mechanism of leaf variegation of Heliopsis helianthoides (using HY2021F1-0915 variegated mutant named HY, and green-leaf control check named CK in 2020 April, May and June) by analyzing the transcriptome and metabolome. RESULTS Leaf color and physiological parameters were found to be significantly different between HY and CK types. Chlorophyll content of HY was lower than that of CK samples. Combined with the result of Weighted Gene Co-expression Network Analysis (WGCNA), 26 consistently downregulated differentially expressed genes (DEGs) were screened in HY compared to CK subtypes. Among the DEGs, 9 genes were verified to be downregulated in HY than CK by qRT-PCR. The reduction of chlorophyll content in HY might be due to the downregulation of FSD2. Low expression level of PFE2, annotated as ferritin-4, might also contribute to the interveinal chlorosis of HY. Based on metabolome data, differential metabolites (DEMs) between HY and CK samples were significantly enriched on ABC transporters in three months. By integrating DEGs and DEMs, they were enriched on carotenoids pathway. Downregulation of four carotenoid pigments might be one of the reasons for HY's light color. CONCLUSION FSD2 and PFE2 (ferritin-4) were identified as key genes which likely contribute to the reduced chlorophyll content and interveinal chlorosis observed in HY. The differential metabolites were significantly enriched in ABC transporters. Carotenoid biosynthesis pathway was highlighted with decreased pigments in HY individuals. These findings not only enhance our understanding of leaf variegation mechanisms but also offer valuable insights for future plant breeding strategies aimed at preserving and enhancing variegated-leaf traits in ornamental plants.
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Affiliation(s)
- Helan Qin
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China.
| | - Jia Guo
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Yingshan Jin
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Zijing Li
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Ju Chen
- Beijing Florascape Co., Ltd, No.2 Wenxing Dong Street, Xicheng District, Beijing, 100044, China
| | - Zhengwei Bie
- Beijing Qunfangpu Horticulture Co., Ltd, No.19 Madian East Road, Haidian District, Beijing, 100088, China
| | - Chunyu Luo
- Beijing Lv Xing Landscaping Co., Ltd, Zhangjiawan Town, Tongzhou District, Beijing, 101117, China
| | - Feitong Peng
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Dongyan Yan
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Qinggang Kong
- Beijing Florascape Co., Ltd, No.2 Wenxing Dong Street, Xicheng District, Beijing, 100044, China
| | - Fang Liang
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Hua Zhang
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Xuefan Hu
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Rongfeng Cui
- Beijing Key Laboratory of Greening Plants Breeding/Beijing Academy of Forestry and Landscape Architecture, No.7 Huajiadi, Chaoyang District, Beijing, 100102, China
| | - Xiuna Cui
- Beijing Florascape Co., Ltd, No.2 Wenxing Dong Street, Xicheng District, Beijing, 100044, China
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Sami A, Haider MZ, Shafiq M, Sadiq S, Ahmad F. Genome-wide identification and in-silico expression analysis of CCO gene family in sunflower (Helianthus annnus) against abiotic stress. PLANT MOLECULAR BIOLOGY 2024; 114:34. [PMID: 38568355 PMCID: PMC10991017 DOI: 10.1007/s11103-024-01433-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 02/21/2024] [Indexed: 04/05/2024]
Abstract
Carotenoid cleavage oxygenases (CCOs) enzymes play an important role in plant growth and development by producing a wide array of apocarotenoids and their derivatives. These compounds are vital for colouring flowers and fruits and synthesizing plant hormones such as abscisic acid and strigolactones. Despite their importance, the gene family responsible for CCO enzymes in sunflowers has not been identified. In this study, we identify the CCO genes of the sunflower plant to fill this knowledge gap. Phylogenetic and synteny analysis indicated that the Helianthus annnus CCO (HaCCO) genes were conserved in different plant species and they could be divided into three subgroups based on their conserved domains. Analysis using MEME tool and multiple sequence alignment identified conserved motifs in the HaCCO gene sequence. Cis-regulatory elements (CREs) analysis of the HaCCO genes indicated the presence of various responsive elements related to plant hormones, development, and responses to both biotic and abiotic stresses. This implies that these genes may respond to plant hormones, developmental cues, and drought stress, offering potential applications in the development of more resistant crops. Genes belonging to the 9-cis-epoxy carotenoid dioxygenases (NCED) subgroups predominantly exhibited chloroplast localization, whereas the genes found in other groups are primarily localized in the cytoplasm. These 21 identified HaCCOs were regulated by 60 miRNAs, indicating the crucial role of microRNAs in gene regulation in sunflowers. Gene expression analysis under drought stress revealed significant up-regulation of HaNCED16 and HaNCED19, genes that are pivotal in ABA hormone biosynthesis. During organ-specific gene expression analysis, HaCCD12 and HaCCD20 genes exhibit higher activity in leaves, indicating a potential role in leaf pigmentation. This study provides a foundation for future research on the regulation and functions of the CCO gene family in sunflower and beyond. There is potential for developing molecular markers that could be employed in breeding programs to create new sunflower lines resistant to biotic and abiotic stresses.
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Affiliation(s)
- Adnan Sami
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, P.O BOX. 54590, Pakistan
| | - Muhammad Zeeshan Haider
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, P.O BOX. 54590, Pakistan
| | - Muhammad Shafiq
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab, Lahore, P.O BOX. 54590, Pakistan
| | - Saleh Sadiq
- Institute of Biochemistry, Biotechnology, and Bioinformatics (IBBB), The Islamia University of Bahawalpur, Bahawalpur, Pakistan
| | - Farooq Ahmad
- Sustainable Forest Management Research Institute (iuFOR), University of Valladolid and INIA, Avenida de Madrid, Palencia, 34004, Spain.
- Department of Vegetable Production and Forest Resources, University of Valladolid, Avda. de Madrid, Palencia, 34004, Spain.
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Song HY, Zhao K, Pei YG, Chen HX, Wang XA, Jiang GL, Xie HJ, Chen D, Gong RG. Multi-omics analysis provides new insights into the changes of important nutrients and fructose metabolism in loquat bud sport mutant. FRONTIERS IN PLANT SCIENCE 2024; 15:1374925. [PMID: 38606078 PMCID: PMC11008694 DOI: 10.3389/fpls.2024.1374925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/18/2024] [Indexed: 04/13/2024]
Abstract
Bud sport is a common and stable somatic variation in perennial fruit trees, and often leads to significant modification of fruit traits and affects the breeding value. To investigate the impact of bud sport on the main metabolites in the fruit of white-fleshed loquat, we conducted a multi-omics analysis of loquat fruits at different developmental stages of a white-fleshed bud sport mutant of Dongting loquat (TBW) and its wild type (TBY). The findings from the detection of main fruit quality indices and metabolites suggested that bud sport resulted in a reduction in the accumulation of carotenoids, fructose, titratable acid and terpenoids at the mature stage of TBW, while leading to the accumulation of flavonoids, phenolic acids, amino acids and lipids. The comparably low content of titratable acid further enhances the balanced and pleasent taste profile of TBW. Expression patterns of differentially expressed genes involved in fructose metabolism exhibited a significant increase in the expression level of S6PDH (EVM0006243, EVM0044405) prior to fruit maturation. The comparison of protein sequences and promoter region of S6PDH between TBY and TBW revealed no structural variations that would impact gene function or expression, indicating that transcription factors may be responsible for the rapid up-regulation of S6PDH before maturation. Furthermore, correlation analysis helped to construct a comprehensive regulatory network of fructose metabolism in loquat, including 23 transcription factors, six structural genes, and nine saccharides. Based on the regulatory network and existing studies, it could be inferred that transcription factors such as ERF, NAC, MYB, GRAS, and bZIP may promote fructose accumulation in loquat flesh by positively regulating S6PDH. These findings improve our understanding of the nutritional value and breeding potential of white-fleshed loquat bud sport mutant, as well as serve as a foundation for exploring the genes and transcription factors that regulate fructose metabolism in loquat.
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Affiliation(s)
- Hai-yan Song
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
- College of Life Science, Sichuan University, Chengdu, Sichuan, China
| | - Ke Zhao
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Yan-Gang Pei
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
- College of Life Science, Sichuan University, Chengdu, Sichuan, China
| | - Hong-xu Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Xiao-an Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Guo-Liang Jiang
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Hong-Jiang Xie
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Dong Chen
- Horticulture Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan, China
- Key Laboratory of Horticultural Crop Biology and Germplasm Creation in Southwestern China of the Ministry of Agriculture and Rural Affairs, Chengdu, Sichuan, China
| | - Rong-gao Gong
- College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan, China
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Martínez-Rivas FJ, Fernie AR. Metabolomics to understand metabolic regulation underpinning fruit ripening, development, and quality. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:1726-1740. [PMID: 37864494 PMCID: PMC10938048 DOI: 10.1093/jxb/erad384] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/28/2023] [Indexed: 10/23/2023]
Abstract
Classically fruit ripening and development was studied using genetic approaches, with understanding of metabolic changes that occurred in concert largely focused on a handful of metabolites including sugars, organic acids, cell wall components, and phytohormones. The advent and widespread application of metabolomics has, however, led to far greater understanding of metabolic components that play a crucial role not only in this process but also in influencing the organoleptic and nutritive properties of the fruits. Here we review how the study of natural variation, mutants, transgenics, and gene-edited fruits has led to a considerable increase in our understanding of these aspects. We focus on fleshy fruits such as tomato but also review berries, receptacle fruits, and stone-bearing fruits. Finally, we offer a perspective as to how comparative analyses and machine learning will likely further improve our comprehension of the functional importance of various metabolites in the future.
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Affiliation(s)
- Félix Juan Martínez-Rivas
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) – Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), Madrid, Spain
- Departamento de Bioquímica y Biología Molecular, Universidad de Córdoba, Edificio Severo Ochoa, Campus de Rabanales, E-14014, Córdoba, Spain
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
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