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Xu Y, Liu L, Jia M, Teng K, Mu N, Guo Y, Liu M, Wu J, Teng W, Huang L, Fan X, Yue Y. Transcriptomic and physiological analysis provide new insight into seed shattering mechanism in Pennisetum alopecuroides 'Liqiu'. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2024; 137:157. [PMID: 38861001 DOI: 10.1007/s00122-024-04655-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 05/21/2024] [Indexed: 06/12/2024]
Abstract
KEY MESSAGE Through the histological, physiological, and transcriptome-level identification of the abscission zone of Pennisetum alopecuroides 'Liqiu', we explored the structure and the genes related to seed shattering, ultimately revealing the regulatory network of seed shattering in P. alopecuroides. Pennisetum alopecuroides is one of the most representative ornamental grass species of Pennisetum genus. It has unique inflorescence, elegant appearance, and strong stress tolerance. However, the shattering of seeds not only reduces the ornamental effect, but also hinders the seed production. In order to understand the potential mechanisms of seed shattering in P. alopecuroides, we conducted morphological, histological, physiological, and transcriptomic analyses on P. alopecuroides cv. 'Liqiu'. According to histological findings, the seed shattering of 'Liqiu' was determined by the abscission zone at the base of the pedicel. Correlation analysis showed that seed shattering was significantly correlated with cellulase, lignin, auxin, gibberellin, cytokinin and jasmonic acid. Through a combination of histological and physiological analyses, we observed the accumulation of cellulase and lignin during 'Liqiu' seed abscission. We used PacBio full-length transcriptome sequencing (SMRT) combined with next-generation sequencing (NGS) transcriptome technology to improve the transcriptome data of 'Liqiu'. Transcriptomics further identified many differential genes involved in cellulase, lignin and plant hormone-related pathways. This study will provide new insights into the research on the shattering mechanism of P. alopecuroides.
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Affiliation(s)
- Yue Xu
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
- College of Grassland Science and Technology, Sichuan Agriculture University, Chengdu, 610000, People's Republic of China
| | - Lingyun Liu
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Ming Jia
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Ke Teng
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Na Mu
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Yidi Guo
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Muye Liu
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Juying Wu
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Wenjun Teng
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China
| | - Linkai Huang
- College of Grassland Science and Technology, Sichuan Agriculture University, Chengdu, 610000, People's Republic of China
| | - Xifeng Fan
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China.
| | - Yuesen Yue
- Institute of Grassland, Flower and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, People's Republic of China.
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Teng K, Guo Q, Liu L, Guo Y, Xu Y, Hou X, Teng W, Zhang H, Zhao C, Yue Y, Wen H, Wu J, Fan X. Chromosome-level reference genome assembly provides insights into the evolution of Pennisetum alopecuroides. FRONTIERS IN PLANT SCIENCE 2023; 14:1195479. [PMID: 37680353 PMCID: PMC10481962 DOI: 10.3389/fpls.2023.1195479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 07/28/2023] [Indexed: 09/09/2023]
Abstract
Pennisetum alopecuroides is an important forage grass resource, which plays a vital role in ecological environment improvement. Therefore, the acquisition of P. alopecuroides genome resources is conducive to the study of the adaptability of Pennisetum species in ecological remediation and forage breeding development. Here we assembled a P. alopecuroides cv. 'Liqiu' genome at the chromosome level with a size of approximately 845.71 Mb, contig N50 of 84.83Mb, and genome integrity of 99.13% as assessed by CEGMA. A total of 833.41-Mb sequences were mounted on nine chromosomes by Hi-C technology. In total, 60.66% of the repetitive sequences and 34,312 genes were predicted. The genomic evolution analysis showed that P. alopecuroides cv. 'Liqiu' was isolated from Setaria 7.53-13.80 million years ago and from Cenchrus 5.33-8.99 million years ago, respectively. The whole-genome event analysis showed that P. alopecuroides cv. 'Liqiu' underwent two whole-genome duplication (WGD) events in the evolution process, and the duplication events occurred at a similar time to that of Oryza sativa and Setaria viridis. The completion of the genome sequencing of P. alopecuroides cv. 'Liqiu' provides data support for mining high-quality genetic resources of P. alopecuroides and provides a theoretical basis for the origin and evolutionary characteristics of Pennisetum.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Yuesen Yue
- Institute of Grassland, Flowers, and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | | | | | - Xifeng Fan
- Institute of Grassland, Flowers, and Ecology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
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Peng XQ, Ai YJ, Pu YT, Wang XJ, Li YH, Wang Z, Zhuang WB, Yu BJ, Zhu ZQ. Transcriptome and metabolome analyses reveal molecular mechanisms of anthocyanin-related leaf color variation in poplar ( Populus deltoides) cultivars. FRONTIERS IN PLANT SCIENCE 2023; 14:1103468. [PMID: 36909390 PMCID: PMC9998943 DOI: 10.3389/fpls.2023.1103468] [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: 11/20/2022] [Accepted: 02/07/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Colored-leaf plants are increasingly popular for their aesthetic, ecological, and social value, which are important materials for research on the regulation of plant pigments. However, anthocyanin components and the molecular mechanisms of anthocyanin biosynthesis in colored-leaf poplar remain unclear. Consequently, an integrative analysis of transcriptome and metabolome is performed to identify the key metabolic pathways and key genes, which could contribute to the molecular mechanism of anthocyanin biosynthesis in the colored-leaf cultivars poplar. METHODS In this study, integrated metabolite and transcriptome analysis was performed to explore the anthocyanin composition and the specific regulatory network of anthocyanin biosynthesis in the purple leaves of the cultivars 'Quanhong' (QHP) and 'Zhongshanyuan' (ZSY). Correlation analysis between RNA-seq data and metabolite profiles were also performed to explore the candidate genes associated with anthocyanin biosynthesis. R2R3-MYB and bHLH TFs with differential expression levels were used to perform a correlation analysis with differentially accumulated anthocyanins. RESULTS AND DISCUSSION A total of 39 anthocyanin compounds were detected by LC-MS/MS analysis. Twelve cyanidins, seven pelargonidins, five delphinidins, and five procyanidins were identified as the major anthocyanin compounds, which were differentially accumulated in purple leaves of QHP and ZSY. The major genes associated with anthocyanin biosynthesis, including structural genes and transcription factors, were differentially expressed in purple leaves of QHP and ZSY through RNA-sequencing (RNA-seq) data analysis, which was consistent with quantitative real-time PCR analysis results. Correlation analysis between RNA-seq data and metabolite profiles showed that the expression patterns of certain differentially expressed genes in the anthocyanin biosynthesis pathway were strongly correlated with the differential accumulation of anthocyanins. One R2R3-MYB subfamily member in the SG5 subgroup, Podel.04G021100, showed a similar expression pattern to some structural genes. This gene was strongly correlated with 16 anthocyanin compounds, indicating that Podel.04G021100 might be involved in the regulation of anthocyanin biosynthesis. These results contribute to a systematic and comprehensive understanding of anthocyanin accumulation and to the molecular mechanisms of anthocyanin biosynthesis in QHP and ZSY.
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Affiliation(s)
- Xu Qian Peng
- College of Tea Science, Guizhou University, Guiyang, China
| | - Yu Jie Ai
- College of Tea Science, Guizhou University, Guiyang, China
| | - Yu Ting Pu
- College of Tea Science, Guizhou University, Guiyang, China
| | - Xiao Jing Wang
- College of Tea Science, Guizhou University, Guiyang, China
| | - Yu Hang Li
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Nanjing, China
| | - Zhong Wang
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Nanjing, China
| | - Wei Bing Zhuang
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Nanjing, China
- Laboratory of Plant Stress Biology, College of Life Sciences, Nanjing Agricultural University, Nanjing, China
- Laizhou, Ornamental Research Center, Hongshun Plum Planting Technology Co., Ltd, Yantai, China
| | - Bing Jun Yu
- Laboratory of Plant Stress Biology, College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Zhi Qi Zhu
- Laizhou, Ornamental Research Center, Hongshun Plum Planting Technology Co., Ltd, Yantai, China
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Cyanidin-3-O-glucoside Contributes to Leaf Color Change by Regulating Two bHLH Transcription Factors in Phoebe bournei. Int J Mol Sci 2023; 24:ijms24043829. [PMID: 36835240 PMCID: PMC9960835 DOI: 10.3390/ijms24043829] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 02/09/2023] [Accepted: 02/12/2023] [Indexed: 02/17/2023] Open
Abstract
Anthocyanins produce different-colored pigments in plant organs, which provide ornamental value. Thus, this study was conducted to understand the mechanism of anthocyanin synthesis in ornamental plants. Phoebe bournei, a Chinese specialty tree, has high ornamental and economic value due to its rich leaf color and diverse metabolic products. Here, the metabolic data and gene expression of red P. bournei leaves at the three developmental stages were evaluated to elucidate the color-production mechanism in the red-leaved P. bournei species. First, metabolomic analysis identified 34 anthocyanin metabolites showing high levels of cyanidin-3-O-glucoside (cya-3-O-glu) in the S1 stage, which may suggest that it is a characteristic metabolite associated with the red coloration of the leaves. Second, transcriptome analysis showed that 94 structural genes were involved in anthocyanin biosynthesis, especially flavanone 3'-hydroxy-lase (PbF3'H), and were significantly correlated with the cya-3-O-glu level. Third, K-means clustering analysis and phylogenetic analyses identified PbbHLH1 and PbbHLH2, which shared the same expression pattern as most structural genes, indicating that these two PbbHLH genes may be regulators of anthocyanin biosynthesis in P. bournei. Finally, overexpression of PbbHLH1 and PbbHLH2 in Nicotiana tabacum leaves triggered anthocyanin accumulation. These findings provide a basis for cultivating P. bournei varieties that have high ornamental value.
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Wang H, Ma Q, Shan F, Tian L, Gong J, Quan W, Yang W, Hou Q, Zhang F, Zhang S. Transcriptional regulation mechanism of wheat varieties with different nitrogen use efficiencies in response to nitrogen deficiency stress. BMC Genomics 2022; 23:727. [PMID: 36289540 PMCID: PMC9597979 DOI: 10.1186/s12864-022-08948-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 10/18/2022] [Indexed: 11/24/2022] Open
Abstract
Background As one of the microelements, nitrogen play essential roles in cereal production. Although the use of chemical fertilizers has significantly improved the yield of wheat, it has also caused increasingly adverse environmental pollution. Revealing the molecular mechanism manipulating wheat nitrogen use efficiency (NUE), and cultivating wheat germplasms with high nitrogen use efficiency has become important goals for wheat researchers. In this study, we investigated the physiological and transcriptional differences of three wheat cultivars with different NUE under low nitrogen stress. Results The results showed that, under low nitrogen conditions, the activities of nitrogen metabolism-related enzymes (GS, NR, GDH), antioxidant enzymes (SOD, POD, CAT) and soluble protein contents of ZM366 (high NUE cultivar) were higher than those of JD8 (low NUE cultivar). The hybrid cultivar of ZM366 and JD8 showed mid-parent or over-parent heterosis. Transcriptome analysis revealed that ‘alanine, aspartate and glutamate metabolism’, ‘terpenoid backbone biosynthesis’ and ‘vitamin B6 metabolism’ pathways play key roles in nitrogen use efficiency in wheat. The significant enhancement of the ‘Calvin cycle’ and ‘photorespiration’ in ZM366 contributed to its higher level of carbon metabolism under low nitrogen stress, which is an important attribute differs from the other two varieties. In addition, the activation of ABA signal transduction and biosynthesis pathways also helps to maintain NUE under low- nitrogen conditions. Moreover, bHLH transcription factors were also found to play a positive role in wheat NUE. Conclusions In conclusion, these results enriched our knowledge of the mechanism of wheat NUE, and provided a theoretical basis for improving wheat NUE and breeding new cultivars. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08948-0.
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Affiliation(s)
- Hanxia Wang
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Qiaoyun Ma
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Fuhua Shan
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Liping Tian
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Jie Gong
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Wei Quan
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Weibing Yang
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Qiling Hou
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Fengting Zhang
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
| | - Shengquan Zhang
- grid.418260.90000 0004 0646 9053Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Science, Beijing, 100097 China ,The Municipal Key Laboratory of the Molecular Genetics of Hybrid Wheat, Beijing, 100097 China
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