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Kaur A, Zhang L, Maness NO, Ferguson L, Graham CJ, Sun Y, Panta S, Pokhrel N, Yang M, Moss JQ. Dormant carbohydrate reserves enhance pecan tree spring freeze tolerance: controlled environment observations. FRONTIERS IN PLANT SCIENCE 2024; 15:1393305. [PMID: 38841280 PMCID: PMC11150881 DOI: 10.3389/fpls.2024.1393305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 05/09/2024] [Indexed: 06/07/2024]
Abstract
Pecan (Carya illinoensis), an economically important deciduous tree, bears commercially valuable nutritional nuts. Spring freezes in April can severely injure pecan buds, decreasing bloom, and fruit set. This study determined how low temperatures affect pecan buds/flowers at different growth stages in several pecan scion/rootstock combinations. This study focused on three pecan scion/rootstock combinations: Pawnee/Peruque (PP), Kanza/Giles (KG), and Maramec/Colby (MC), grown at the Cimarron Valley Research Station, Perkins, Oklahoma. Branches at three different growth stages, i.e., outer bud scale shed, one week after bud break, and early bloom stages were collected from PP, MC, and KG. Branches were held in a Conviron E8 freezing unit at 4 temperatures (-2, 0, 2, and 4°C) for 4 and 8 hours; A total of 8 treatments. One sample set was kept as an untreated control. After 2-3 weeks, branch samples from all the temperature treatments were observed and categorized into two groups. Group one with number of branches had healthy buds/formation of healthy leaves/flowers and group two with number of dead branches. The carbohydrate content reserved from dormant was analyzed using an Anthrone reagent. Visual observations and carbohydrate analyses revealed differences in damage and carbohydrate content among the scion/rootstock combinations, low-temperature treatments, and growth stages. The MC combination had minimum visual damage to leaves, buds, and flowers and significantly lower soluble sugars and starch in bark phloem as well as significantly lower soluble sugars in woody tissue xylem. The KG combination had maximum visual damage and significantly higher soluble sugars and starches in the bark, and soluble sugars in the woody tissues. These results indicate the MC combination is more tolerant to spring freeze damage at all three growth stages compared to the other two pecan scion/rootstock combinations. The results also demonstrate the MC combination is using more non-structural carbohydrates, soluble sugars and starches, suggesting this is a possible mechanism in its freeze tolerance.
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Affiliation(s)
- Amandeep Kaur
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Lu Zhang
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Niels O. Maness
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Louise Ferguson
- Department of Plant Sciences, University of California Davis, Davis, CA, United States
| | | | - Yanwei Sun
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Srijana Panta
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Niranjan Pokhrel
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
| | - Ming Yang
- Department of Plant Biology, Ecology, and Evolution, Oklahoma State University, Stillwater, OK, United States
| | - Justin Q. Moss
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK, United States
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Zhai X, Feng Y, Zhang X, Guo X. Comparative Analysis Based on Physiological and Transcriptomic Data between Juvenile and Adult Tree Peony ( Paeonia delavayi). Int J Mol Sci 2023; 24:10906. [PMID: 37446082 DOI: 10.3390/ijms241310906] [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: 06/08/2023] [Revised: 06/25/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
A long juvenile period limits the breeding process of many woody plants including tree peony. To investigate the physiological and transcriptomic differences between juvenile and adult plants of tree peony and to explore the key SQUAMOSA PROMOTER BINDING PROTEIN-LIKE (SPL) genes, which are vital in age-dependent pathways, 1-year-old and 3-year-old Paeonia delavayi plants were used to compare the relevant physiological parameters and transcriptomic profiles of the leaves in two phases of plants. The results of the physiological parameters showed that the starch content in the leaves of adult plants remained unchanged and that the soluble sugar content significantly increased compared with those in the juvenile plants. In terms of plant hormones, the contents of cytokinin-like hormone (N6-isopentenyladenine (iP)) and jasmonic acid (JA) significantly decreased, whereas the contents of auxin (indole-3-acetic acid, IAA), abscisic acid (ABA), cytokinin-like hormone (N6-isopentenyladenenosine (iPR)), and ethylene precursor (1-aminocyclopropane-1-carboxylic acid, ACC) showed no statistic difference. Transcriptome sequencing results showed that there were 194 differentially expressed genes (DEGs) between juvenile and adult plants, including 171 up-regulated DEGs and 23 down-regulated DEGs. Circadian rhythm, plant hormone signal transduction, and sugar metabolism were closely related to the juvenile-to-adult transition in P. delavayi, involving a total of 12 DEGs. In addition, a total of 13 SPL genes were identified in the transcriptome data, but only PdSPL10 (c71307.graph_c0) was differentially expressed. It was further validated via qRT-PCR analysis, indicating that PdSPL10 might be a key gene regulating the process of juvenile-to-adult in P. delavayi. Based on the above results, a hypothetical transcriptional network regulating juvenile-to-adult transition and flowering in P. delavayi was proposed. These findings provide a reference for understanding the mechanism of juvenile-to-adult transition in tree peony.
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Affiliation(s)
- Xiaoli Zhai
- College of Forestry, Shandong Agricultural University, Tai'an 271018, China
| | - Yan Feng
- College of Forestry, Shandong Agricultural University, Tai'an 271018, China
| | - Xiuxin Zhang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Xianfeng Guo
- College of Forestry, Shandong Agricultural University, Tai'an 271018, China
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Liu X, Yuan M, Dang S, Zhou J, Zhang Y. Comparative transcriptomic analysis of transcription factors and hormones during flower bud differentiation in 'Red Globe' grape under red‒blue light. Sci Rep 2023; 13:8932. [PMID: 37264033 DOI: 10.1038/s41598-023-29402-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 02/03/2023] [Indexed: 06/03/2023] Open
Abstract
Grape is a globally significant fruit-bearing crop, and the grape flower bud differentiation essential to fruit production is closely related to light quality. To investigate the regulatory mechanism of grape flower bud differentiation under red‒blue light, the transcriptome and hormone content were determined at four stages of flower bud differentiation. The levels of indole-3-acetic acid (IAA) and abscisic acid (ABA) in grape flower buds at all stages of differentiation under red‒blue light were higher than those in the control. However, the levels of cytokinins (CKs) and gibberellic acid (giberellins, GAs) fluctuated continuously over the course of flower bud differentiation. Moreover, many differentially expressed genes were involved in auxin, CK, GA, and the ABA signal transduction pathways. There were significant differences in the AUX/IAA, SAUR, A-RR, and ABF gene expression levels between the red‒blue light treatment and the control buds, especially in regard to the ABF genes, the expression levels of which were completely different between the two groups. The expression of GBF4 and AI5L2 in the control was always low, while the expression under red‒blue light increased. AI5L7 and AI5L5 expression levels showed an upwards trend in the control plant buds and gradually decreased in red‒blue light treatment plant buds. Through weighted gene coexpression network analysis, we determined that the transcription factors WRK48 (WRKY family), EF110 (ERF family), ABR1, CAMTA3 (CAMTA family), and HSFA3 (HSF family) may be involved in the regulation of the GBF4 gene. This study lays a foundation for further analysis of grape flower bud differentiation regulation under red‒blue light.
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Affiliation(s)
- Xin Liu
- College of Agriculture, Ningxia University, Yinchuan, 750021, China
| | - Miao Yuan
- College of Agriculture, Ningxia University, Yinchuan, 750021, China
| | - Shizhuo Dang
- College of Agriculture, Ningxia University, Yinchuan, 750021, China
| | - Juan Zhou
- College of Agriculture, Ningxia University, Yinchuan, 750021, China
| | - Yahong Zhang
- College of Agriculture, Ningxia University, Yinchuan, 750021, China.
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Liang F, Xu W, Wu H, Zheng B, Liang Q, Li Y, Wang S. Widely targeted metabolite profiling of mango stem apex during floral induction by compond of mepiquat chloride, prohexadione-calcium and uniconazole. PeerJ 2022; 10:e14458. [PMID: 36530389 PMCID: PMC9753738 DOI: 10.7717/peerj.14458] [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: 05/04/2022] [Accepted: 11/02/2022] [Indexed: 12/14/2022] Open
Abstract
Background Insufficient low temperatures in winter and soil residues caused by paclobutrazol (PBZ) application pose a considerable challenge for mango floral induction (FI). Gibberellin inhibitors SPD (compound of mepiquat chloride, prohexadione-calcium and uniconazole) had a significant influence on enhancing the flowering rate and yield of mango for two consecutive years (2020-2021). Researchers have indicated that FI is regulated at the metabolic level; however, little is known about the metabolic changes during FI in response to SPD treatment. Methods Here, ultra-performance liquid chromatography-electrospray ionization-tandem mass spectrometry (UPLC-ESI-MS/MS)-based widely targeted metabolomic analysis was carried out to assess the metabolic differences in the mango stem apex during different stage of mango FI (30, 80, 100 days after SPD/water treatment). Results A total of 582 compounds were annotated and 372 metabolites showed two-fold differences in abundance (variable importance in projection, VIP ≥ 1 and fold change, FC≥ 2 or≤ 0.5) between buds at 30, 80, 100 days after SPD/water treatment or between buds under different treatment. Lipids, phenolic acids, amino acids, carbohydrates, and vitamins were among metabolites showing significant differences over time after SPD treatment. Here, 18 out of 20 lipids, including the lysophosphatidylethanolamine (12, LPE), lysophosphatidylcholine (7, LPC), and free fatty acids (1, FA), were significantly upregulated from 80 to 100 days after SPD treatment comared to water treatment. Meanwhile, the dormancy release of mango buds from 80 to 100 days after SPD treatment was accompanied by the accumulation of proline, ascorbic acid, carbohydrates, and tannins. In addition, metabolites, such as L-homocysteine, L-histidine, and L-homomethionine, showed more than a ten-fold difference in relative abundance from 30 to 100 days after SPD treatment, however, there were no significant changes after water treatment. The present study reveals novel metabolites involved in mango FI in response to SPD, which would provide a theoretical basis for utilizing SPD to induce mango flowering.
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Affiliation(s)
- Fei Liang
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China,Binhai Agricultural College of Guangdong Ocean University, Zhanjiang, China
| | - Wentian Xu
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Hongxia Wu
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Bin Zheng
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Qingzhi Liang
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Yingzhi Li
- Binhai Agricultural College of Guangdong Ocean University, Zhanjiang, China
| | - Songbiao Wang
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
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Shah K, Wang M, Li X, Shang W, Wang S, Han M, Ren X, Tian J, An N, Xing L. Transcriptome analysis reveals dual action of salicylic acid application in the induction of flowering in Malus domestica. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 324:111433. [PMID: 36029897 DOI: 10.1016/j.plantsci.2022.111433] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 08/16/2022] [Accepted: 08/20/2022] [Indexed: 06/15/2023]
Abstract
In the apple tree, insufficient flower bud production is an intractable challenge, and very little information is available in this field due to the fact that research done in this sector is very rare owing to its extended life cycles and low rate of genetic transformation. Here we display novel changes and events in spur buds of Malus × domestica trees after they were exposed to salicylic acid (SA) treatment during the flower induction period. We found a significant increase in morphological indexes, followed by a wider and well-defined shoot apical meristem in SA-treated spur buds. Additionally, we observed increased oxidative stress markers and enzymatic antioxidants in control-treated buds during the flower induction period, while non-enzymatic antioxidants were recorded higher in SA-treated buds. Maximum flowering was observed in SA-treated trees in the next year. Furthermore, ultra-high-performance liquid chromatography (u-HPLC) analysis displays that SA treatment enhances SA and indole acetic acid (IAA), while having an antagonistic effect on gibberellin (GA). At different time points, transcriptome analysis was conducted to analyze the transcriptional response of CK and SA treated buds. Pathway enrichment was detected in differentially expressed genes (DEGs). Agamous (AGL) and SQUAMOSA-promoter binding protein-like (SPL) family related flowering genes display a positive signal for the increased flowering in SA-treated trees, which confirms our findings. As far as we know, there is no report available on the response of spur buds to SA treatment during the flower induction period. This data provides a new theoretical reference for the management of apple tree flowering and also provides an essential basis for future analysis of the regulation and control of flowering in M. domestica.
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Affiliation(s)
- Kamran Shah
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Mengxue Wang
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Xiaolong Li
- Institute of Horticulture, Ningxia Academy of Agriculture and Forestry Sciences, PR China
| | - Wei Shang
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Shujin Wang
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Mingyu Han
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Xiaolin Ren
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China
| | - Jianwen Tian
- Institute of Horticulture, Ningxia Academy of Agriculture and Forestry Sciences, PR China.
| | - Na An
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China.
| | - Libo Xing
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, PR China.
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Guan Y, Ding L, Jiang J, Shentu Y, Zhao W, Zhao K, Zhang X, Song A, Chen S, Chen F. Overexpression of the CmJAZ1-like gene delays flowering in Chrysanthemum morifolium. HORTICULTURE RESEARCH 2021; 8:87. [PMID: 33795661 PMCID: PMC8016864 DOI: 10.1038/s41438-021-00525-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/23/2021] [Accepted: 03/01/2021] [Indexed: 05/11/2023]
Abstract
Chrysanthemum (Chrysanthemum morifolium) is one of the four major cut-flower plants worldwide and possesses both high ornamental value and cultural connotation. As most chrysanthemum varieties flower in autumn, it is costly to achieve annual production. JAZ genes in the TIFY family are core components of the jasmonic acid (JA) signaling pathway; in addition to playing a pivotal role in plant responses to defense, they are also widely implicated in regulating plant development processes. Here, we characterized the TIFY family gene CmJAZ1-like from the chrysanthemum cultivar 'Jinba'. CmJAZ1-like localizes in the nucleus and has no transcriptional activity in yeast. Tissue expression pattern analysis indicated that CmJAZ1-like was most active in the root and shoot apex. Overexpressing CmJAZ1-like with Jas domain deletion in chrysanthemum resulted in late flowering. RNA-Seq analysis of the overexpression lines revealed some differentially expressed genes (DEGs) involved in flowering, such as the homologs of the flowering integrators FT and SOC1, an FUL homolog involved in flower meristem identity, AP2 domain-containing transcription factors, MADS box genes, and autonomous pathway-related genes. Based on KEGG pathway enrichment analysis, the differentially transcribed genes were enriched in carbohydrate metabolic and fatty acid-related pathways, which are notable for their role in flowering in plants. This study preliminarily verified the function of CmJAZ1-like in chrysanthemum flowering, and the results can be used in molecular breeding programs aimed at flowering time regulation of chrysanthemum.
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Affiliation(s)
- Yunxiao Guan
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Lian Ding
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Jiafu Jiang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yuanyue Shentu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Wenqian Zhao
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Kunkun Zhao
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xue Zhang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Aiping Song
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Sumei Chen
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Fadi Chen
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
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Abstract
Pecan is native to the United States. The US is the world’s largest pecan producer with an average yearly production of 250 to 300 million pounds; 80 percent of the world’s supply. Georgia, New Mexico, Texas, Arizona, Oklahoma, California, Louisiana, and Florida are the major US pecan producing states. Pecan trees frequently suffer from spring freeze at bud break and bloom as the buds are quite sensitive to freeze damage. This leads to poor flower and nut production. This review focuses on the impact of spring freeze during bud differentiation and flower development. Spring freeze kills the primary terminal buds, the pecan tree has a second chance for growth and flowering through secondary buds. Unfortunately, secondary buds have less bloom potential than primary buds and nut yield is reduced. Spring freeze damage depends on severity of the freeze, bud growth stage, cultivar type and tree age, tree height and tree vigor. This review discusses the impact of temperature on structure and function of male and female reproductive organs. It also summarizes carbohydrate relations as another factor that may play an important role in spring growth and transition of primary and secondary buds to flowers.
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A potential endogenous gibberellin-mediated signaling cascade regulated floral transition in Magnolia × soulangeana 'Changchun'. Mol Genet Genomics 2020; 296:207-222. [PMID: 33146745 DOI: 10.1007/s00438-020-01740-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 10/14/2020] [Indexed: 10/23/2022]
Abstract
The floral transition is a critical developmental switch in plants, and has profound effects on the flower production and yield. Magnolia × soulangeana 'Changchun' is known as a woody ornamental plant, which can bloom in spring and summer, respectively. In this study, anatomical observation, physiological measurement, transcriptome, and small RNA sequencing were performed to investigate potential endogenous regulatory mechanisms underlying floral transition in 'Changchun'. Transition of the shoot apical meristem from vegetative to reproductive growth occurred between late April and early May. During this specific developmental process, a total of 161,645 unigenes were identified, of which 73,257 were significantly differentially expressed, while a number of these two categories of miRNAs were 299 and 148, respectively. Further analysis of differentially expressed genes (DEGs) revealed that gibberellin signaling could regulate floral transition in 'Changchun' in a DELLA-dependent manner. In addition, prediction and analysis of miRNA targeted genes suggested that another potential molecular regulatory module was mediated by the miR172 family and other several novel miRNAs (Ms-novel_miR139, Ms-novel_miR229, and Ms-novel_miR232), with the participation of up- or down-regulating genes, including MsSVP, MsAP2, MsTOE3, MsAP1, MsGATA6, MsE2FA, and MsMDS6. Through the integrated analysis of mRNA and miRNA, our research results will facilitate the understanding of the potential molecular mechanism underlying floral transition in 'Changchun', and also provide basic experimental data for the plant germplasm resources innovation in Magnolia.
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Zhao J, Quan P, Liu H, Li L, Qi S, Zhang M, Zhang B, Li H, Zhao Y, Ma B, Han M, Zhang H, Xing L. Transcriptomic and Metabolic Analyses Provide New Insights into the Apple Fruit Quality Decline during Long-Term Cold Storage. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:4699-4716. [PMID: 32078318 DOI: 10.1021/acs.jafc.9b07107] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Long-term low-temperature conditioning (LT-LTC) decreases apple fruit quality, but the underlying physiological and molecular basis is relatively uncharacterized. We identified 12 clusters of differentially expressed genes (DEGs) involved in multiple biological processes (i.e., sugar, malic acid, fatty acid, lipid, complex phytohormone, and stress-response pathways). The expression levels of genes in sugar pathways were correlated with decreasing starch levels during LT-LTC. Specifically, starch-synthesis-related genes (e.g., BE, SBE, and GBSS genes) exhibited downregulated expression, whereas sucrose-metabolism-related gene expression levels were up- or downregulated. The expression levels of genes in the malic acid pathway (ALMT9, AATP1, and AHA2) were upregulated, as well as the content of malic acid in apple fruit during LT-LTC. A total of 151 metabolites, mainly related to amino acids and their isoforms, amines, organic acids, fatty acids, sugars, and polyols, were identified during LT-LTC. Additionally, 35 organic-acid-related metabolites grouped into three clusters, I (3), II (22), and III (10), increased in abundance during LT-LTC. Multiple phytohormones regulated the apple fruit chilling injury response. The ethylene (ET) and abscisic acid (ABA) levels increased at CS2 and CS3, and jasmonate (JA) levels also increased during LT-LTC. Furthermore, the expression levels of genes involved in ET, ABA, and JA synthesis and response pathways were upregulated. Finally, some key transcription factor genes (MYB, bHLH, ERF, NAC, and bZIP genes) related to the apple fruit cold acclimation response were differentially expressed. Our results suggest that the multilayered mechanism underlying apple fruit deterioration during LT-LTC is a complex, transcriptionally regulated process involving cell structures, sugars, lipids, hormones, and transcription factors.
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Affiliation(s)
- Juan Zhao
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture Rural Affairs, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Shaanxi Key Laboratory of Agriculture Information Perception and Intelligent Service, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Pengkun Quan
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Hangkong Liu
- College of Horticulture, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Lei Li
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Siyan Qi
- College of Horticulture, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Mengsheng Zhang
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Bo Zhang
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Hao Li
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Yanru Zhao
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture Rural Affairs, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Shaanxi Key Laboratory of Agriculture Information Perception and Intelligent Service, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Baiquan Ma
- College of Horticulture, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Mingyu Han
- College of Horticulture, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Haihui Zhang
- College of Mechanical and Electronic Engineering, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture Rural Affairs, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Shaanxi Key Laboratory of Agriculture Information Perception and Intelligent Service, 712100 Xianyang, Yangling, Shaanxi, P. R. China
| | - Libo Xing
- College of Horticulture, Northwest A&F University, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture Rural Affairs, 712100 Xianyang, Yangling, Shaanxi, P. R. China
- Shaanxi Key Laboratory of Agriculture Information Perception and Intelligent Service, 712100 Xianyang, Yangling, Shaanxi, P. R. China
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Sharma N, Singh AK, Singh SK, Mahato AK, Srivastav M, Singh NK. Comparative RNA sequencing based transcriptome profiling of regular bearing and alternate bearing mango (Mangifera indica L.) varieties reveals novel insights into the regulatory mechanisms underlying alternate bearing. Biotechnol Lett 2020; 42:1035-1050. [PMID: 32193655 DOI: 10.1007/s10529-020-02863-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 03/11/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE This study is to understand a comprehensive perspective on the molecular mechanisms underlying alternate bearing in mango (Mangifera indica L.) via transcriptome wide gene expression profiling of both regular and irregular mango varieties. RESULTS Transcriptome data of regular (Neelam) and irregular (Dashehari) mango varieties revealed a total of 42,397 genes. Out of that 12,557 significantly differentially expressed genes were identified, of which 6453 were found to be up-regulated and 6104 were found to be down-regulated genes. Further, many of the common unigenes which were involved in hormonal regulation, metabolic processes, oxidative stress, ion homeostasis, alternate bearing etc. showed significant differences between these two different bearing habit varieties. Pathway analysis showed the highest numbers of differentially expressed genes were related with the metabolic processes (523). A total of 26 alternate bearing genes were identified and principally three genes viz; SPL-like gene (GBVX01015803.1), Rumani GA-20-oxidase-like gene (GBVX01019650.1) and LOC103420644 (GBVX01016070.1) were significantly differentially expressed (at log2FC and pval less than 0.05) while, only single gene (gbGBVW01004309.1) related with flowering was found to be differentially expressed. A total of 15 differentially expressed genes from three important pathways viz; alternate bearing, carbohydrate metabolism and hormone synthesis were validated using Real time PCR and results were at par with in silico analysis. CONCLUSIONS Deciphering the differentially expressed genes (DEGs) and potential candidate genes associated with alternate bearing, hormone and carbohydrate metabolism pathways will help for illustrating the molecular mechanisms underlying the bearing tendencies in mango.
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Affiliation(s)
- Nimisha Sharma
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Anand Kumar Singh
- Indian Council of Agricultural Research, Krishi Anusandhan Bhawan-II, Pusa Campus, New Delhi, 110012, India
| | - Sanjay Kumar Singh
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Ajay Kumar Mahato
- ICAR-National Institute for Plant Biotechnology, Pusa campus, New Delhi, 110012, India
| | - Manish Srivastav
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Nagendra Kumar Singh
- ICAR-National Institute for Plant Biotechnology, Pusa campus, New Delhi, 110012, India
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Li J, Demesyeux L, Brym M, Chambers AH. Development of species-specific molecular markers in Vanilla for seedling selection of hybrids. Mol Biol Rep 2020; 47:1905-1920. [PMID: 32026319 DOI: 10.1007/s11033-020-05287-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 01/27/2020] [Indexed: 11/29/2022]
Abstract
Vanilla planifolia is the primary botanical source of vanilla extract used globally in various foods and beverages. V. planifolia has a global distribution based on a few foundational clones and therefore has limited genetic diversity. Many Vanilla species easily hybridize with V. planifolia and could be a source of valuable genetic traits like increased vanillin content, disease resistance, or early flowering. While breeding Vanilla hybrids may improve plant performance, basic molecular tools for this species are lacking. DNA-based molecular markers are the most efficient method to validate hybrid progeny, detect hybrids in commercial plantings, and identify unknown accessions. This study used publicly available sequence data to develop species-specific, qRT-PCR-based molecular markers for Vanilla. Over 580,000 assembled sequence fragments were filtered for species specificity and twenty-two targets were selected for qRT-PCR screening. Ten targets differentially amplified among V. planifolia, V. pompona, V. phaeantha, and V. palmarum with ΔCT values as high as 17.58 between species. The ten targets were used to validate the parentage of hybrid progeny from controlled crosses with most hybrid progeny showing amplification patterns similar to both parents. The ten targets were also used to screen sixteen Vanilla species for specificity, and supported species assignments for unknown accessions including the detection of putative hybrids. This is the first report using species-specific, qRT-PCR-based molecular markers in Vanilla. These markers are inexpensive, simple to develop, and can rapidly screen large populations. These methods will enable the further development of species-specific molecular markers when creating Vanilla interspecific hybrid populations.
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Affiliation(s)
- Juan Li
- Department of Horticulture, Zhongkai University of Agriculture and Engineering, 501 Zhongkai Rd., Guangzhou, 510225, Guangdong, China.,Horticultural Sciences Department, Tropical Research and Education Center, 18905 SW 280th St., Homestead, FL, 33031, USA
| | - Lynhe Demesyeux
- Horticultural Sciences Department, Tropical Research and Education Center, 18905 SW 280th St., Homestead, FL, 33031, USA
| | - Maria Brym
- Horticultural Sciences Department, Tropical Research and Education Center, 18905 SW 280th St., Homestead, FL, 33031, USA
| | - Alan H Chambers
- Horticultural Sciences Department, Tropical Research and Education Center, 18905 SW 280th St., Homestead, FL, 33031, USA.
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Jiang Z, Sun L, Wei Q, Ju Y, Zou X, Wan X, Liu X, Yin Z. A New Insight into Flowering Regulation: Molecular Basis of Flowering Initiation in Magnolia × soulangeana 'Changchun'. Genes (Basel) 2019; 11:genes11010015. [PMID: 31877931 PMCID: PMC7017242 DOI: 10.3390/genes11010015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 12/18/2019] [Accepted: 12/18/2019] [Indexed: 12/17/2022] Open
Abstract
Magnolia × soulangeana ‘Changchun’ are trees that bloom in spring and summer respectively after flower bud differentiation. Here, we use phenological and morphological observation and RNA-seq technology to study the molecular basis of flowering initiation in ‘Changchun’. During the process of flowering initiation in spring and summer, the growth of expanded flower buds increased significantly, and their shape was obviously enlarged, which indicated that flowering was initiated. A total of 168,120 expressed genes were identified in spring and summer dormant and expanded flower buds, of which 11,687 genes showed significantly differential expression between spring and summer dormant and expanded flower buds. These differentially expressed genes (DEGs) were mainly involved in plant hormone signal transduction, metabolic processes, cellular components, binding, and catalytic activity. Analysis of differential gene expression patterns revealed that gibberellin signaling, and some transcription factors were closely involved in the regulation of spring and summer flowering initiation in ‘Changchun’. A qRT-PCR (quantitative Real Time Polymerase Chain Reaction) analysis showed that BGISEQ-500 sequencing platform could truly reflect gene expression patterns. It also verified that GID1B (GIBBERELLIN INSENSITIVE DWARF1 B), GID1C, SPL8 (SQUAMOSA PROMOTER BINDING PROTEIN-LIKE 8), and GASA (GIBBERELLIC ACID-STIMULATED ARABIDOPSIS) family genes were expressed at high levels, while the expression of SPY (SPINDLY) was low during spring and summer flowering initiation. Meanwhile, the up- and down-regulated expression of, respectively, AGL6 (AGAMOUS-LIKE 6) and DREB3 (DEHYDRATION-RESPONSIVE ELEMENT-BINDING PROTEIN 3), AG15, and CDF1 (CYCLIC DOF FACTOR 1) might also be involved in the specific regulation of spring and summer flowering initiation. Obviously, flowering initiation is an important stage of the flowering process in woody plants, involving the specific regulation of relevant genes and transcription factors. This study provides a new perspective for the regulation of the flowering process in perennial woody plants.
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Affiliation(s)
- Zheng Jiang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Liyong Sun
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Qiang Wei
- Bamboo Research Institute, Nanjing Forestry University, Nanjing 210037, China;
| | - Ye Ju
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Xuan Zou
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Xiaoxia Wan
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Xu Liu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
| | - Zengfang Yin
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (Z.J.); (L.S.); (Y.J.); (X.Z.); (X.W.); (X.L.)
- Correspondence: ; Tel.: +86-025-8542-7316
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