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Liu H, Jin Y, Huang L, Miao C, Tang J, Zhang H, Yin H, Lu X, Li N, Dai S, Gentile A, Zhang L, Sheng L. Transcriptomics and metabolomics reveal the underlying mechanism of drought treatment on anthocyanin accumulation in postharvest blood orange fruit. BMC Plant Biol 2024; 24:160. [PMID: 38429733 PMCID: PMC10908157 DOI: 10.1186/s12870-024-04868-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 02/27/2024] [Indexed: 03/03/2024]
Abstract
BACKGROUND Anthocyanins are the most important compounds for nutritional quality and economic values of blood orange. However, there are few reports on the pre-harvest treatment accelerating the accumulation of anthocyanins in postharvest blood orange fruit. Here, we performed a comparative transcriptome and metabolomics analysis to elucidate the underlying mechanism involved in seasonal drought (SD) treatment during the fruit expansion stage on anthocyanin accumulation in postharvest 'Tarocco' blood orange fruit. RESULTS Our results showed that SD treatment slowed down the fruit enlargement and increased the sugar accumulation during the fruit development and maturation period. Obviously, under SD treatment, the accumulation of anthocyanin in blood orange fruit during postharvest storage was significantly accelerated and markedly higher than that in CK. Meanwhile, the total flavonoids and phenols content and antioxidant activity in SD treatment fruits were also sensibly increased during postharvest storage. Based on metabolome analysis, we found that substrates required for anthocyanin biosynthesis, such as amino acids and their derivatives, and phenolic acids, had significantly accumulated and were higher in SD treated mature fruits compared with that of CK. Furthermore, according to the results of the transcriptome data and weighted gene coexpression correlation network analysis (WGCNA) analysis, phenylalanine ammonia-lyase (PAL3) was considered a key structural gene. The qRT-PCR analysis verified that the PAL3 was highly expressed in SD treated postharvest stored fruits, and was significantly positively correlated with the anthocyanin content. Moreover, we found that other structural genes in the anthocyanin biosynthesis pathway were also upregulated under SD treatment, as evidenced by transcriptome data and qRT-PCR analysis. CONCLUSIONS The findings suggest that SD treatment promotes the accumulation of substrates necessary for anthocyanin biosynthesis during the fruit ripening process, and activates the expression of anthocyanin biosynthesis pathway genes during the postharvest storage period. This is especially true for PAL3, which co-contributed to the rapid accumulation of anthocyanin. The present study provides a theoretical basis for the postharvest quality control and water-saving utilization of blood orange fruit.
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Affiliation(s)
- Hongbin Liu
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Yan Jin
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Le Huang
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Chouyu Miao
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Jiayi Tang
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Huimin Zhang
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Haojie Yin
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Xiaopeng Lu
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Na Li
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Suming Dai
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Alessandra Gentile
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
- Department of Agriculture and Food Science, University of Catania, Catania, 95123, Italy
| | - Ling Zhang
- Agriculture and Rural Bureau of Mayang Miao Autonomous County, Huaihua, China
| | - Ling Sheng
- National Center for Citrus Improvement Changsha, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China.
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van Kampen R, Fisichelli N, Zhang YJ, Wason J. Drought timing and species growth phenology determine intra-annual recovery of tree height and diameter growth. AoB Plants 2022; 14:plac012. [PMID: 35558163 PMCID: PMC9089829 DOI: 10.1093/aobpla/plac012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 03/17/2022] [Indexed: 06/15/2023]
Abstract
Droughts interact with tree phenology to drive declines in growth. As climate change makes drought more likely in the Northeastern USA, it is important to understand how droughts at different times of year will lead to reduced height and diameter growth of trees. To determine how seasonal drought may reduce intra-annual growth, we implemented spring, summer or fall droughts on 288 containerized saplings of six tree species (Acer rubrum, Betula papyrifera, Prunus serotina, Juniperus virginiana, Pinus strobus and Thuja occidentalis). We tracked weekly soil moisture, leaf water potential, height, diameter and survival of all trees before, during and after each 6-week drought. We found that the tree species that conducted the majority of their height or diameter growth in the spring were most sensitive to spring droughts (B. papyrifera and Pi. strobus). Thuja occidentalis also experienced significantly reduced growth from the spring drought but increased growth after the drought ended and achieved total height and diameter growth similar to controls. In contrast, summer droughts halted growth in most species for the remainder of the growing season even after the drought had ended. Fall droughts never impacted growth in the current year. These fine temporal-scale measurements of height and diameter growth suggest that tree response varies among species and is dynamic at intra-annual scales. These relatively rare data on intra-annual height growth sensitivity are important for canopy recruitment of saplings in forest ecosystems. Species-specific sensitivities of intra-annual growth to drought can inform models of forest competition in a changing climate.
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Affiliation(s)
- Ruth van Kampen
- School of Forest Resources, University of Maine, Orono, ME 04469, USA
| | | | - Yong-Jiang Zhang
- School of Biology and Ecology, University of Maine, Orono, ME 04693, USA
| | - Jay Wason
- School of Forest Resources, University of Maine, Orono, ME 04469, USA
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Ye H, Folz J, Li C, Zhang Y, Hou Z, Zhang L, Su S. Response of metabolic and lipid synthesis gene expression changes in Camellia oleifera to mulched ecological mat under drought conditions. Sci Total Environ 2021; 795:148856. [PMID: 34328946 DOI: 10.1016/j.scitotenv.2021.148856] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/29/2021] [Accepted: 07/01/2021] [Indexed: 06/13/2023]
Abstract
Plants respond to adverse conditions by activating defense mechanisms that alter metabolism and impact agricultural crop yield. Organic mulching of Camellia oleifera leads to increased oil yield compared to control. In this study, multi-platform untargeted metabolomics and qRT-PCR were used to measure the effects of organic mulching on seed kernel metabolism. Metabolomics analysis revealed that tyrosine, tryptophan, and several flavonoids and polyphenol metabolites were significantly lower in the mulched treatment compared to the control, indicating lower stress levels with mulching. The qRT-PCR analysis showed that EAR, SAD, and CoHCD were up-regulated by mulching, while CT, FAD7, FAD8, CoATS1, SQS, SQE, FATB, and β-AS were down-regulated. Correlation network analysis was used to integrate data from this multi-omics investigation to analyze the relationships between differentially expressed genes, metabolites, and fruit and soil indicators concerning mulch treatment of C. oleifera.
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Affiliation(s)
- Honglian Ye
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, PR China; West Coast Metabolomics Center, UC-Davis, 95616 CA, USA.
| | - Jacob Folz
- West Coast Metabolomics Center, UC-Davis, 95616 CA, USA.
| | - Chao Li
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, PR China.
| | - Ying Zhang
- West Coast Metabolomics Center, UC-Davis, 95616 CA, USA.
| | - Zhixia Hou
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, PR China
| | - Lingyun Zhang
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, PR China.
| | - Shuchai Su
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, PR China.
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Fisher BL, Howe HF, Wright SJ. Survival and growth of Virola surinamensis yearlings: Water augmentation in gap and understory. Oecologia 1991; 86:292-297. [PMID: 28313213 DOI: 10.1007/bf00317543] [Citation(s) in RCA: 60] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/1990] [Accepted: 11/06/1990] [Indexed: 11/26/2022]
Abstract
Factors affecting seedling Virola surinamensis (Myristicaceae) survival and growth were investigated on Barro Colorado Island, Panama. Seedlings planted 3 months after germination were monitored in treefall gaps and understory using 2.25 ha irrigated and control plots through the first dry season. During the dry season, irrigated plants in gaps increased total leaf area significantly more than did irrigated plants in the shaded understory. Over the same dry season, control plants in gaps and in the shaded understory lost similar amounts of leaf area. Seedlings in understory were suppressed in stem height and biomass in both irrigated and control plots; these measures were greater in gaps and greatest in irrigated gaps (height). Roots were similar in length in all treatments, but greater in biomass in gaps than understory due to greater proliferation of secondary roots in control and irrigated gaps than in control and irrigated understory. This experiment demonstrates both water and light limitation during the first dry season after germination. V. surinamensis seedlings are capable of survival and modest growth of leaf area in the deep shade of the understory in moist locations; they are severely disadvantaged in shaded understory subject to drought, where most seeds fall and most seedlings establish. The broken canopy of a gap allows shoot and consequently root growth that permits seedlings to survive seasonal drought.
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Affiliation(s)
- Brian L Fisher
- Department of Biology, University of Utah, 84112, Salt Lake City, UT, USA
| | - Henry F Howe
- Department of Biological Sciences (M/C 066), University of Illinois at Chicago, Box 4348, 60680, Chicago, IL, USA
| | - S Joseph Wright
- Smithsonian Tropical Research Institute, Apartado 2072, Balboa, Republic of Panama
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