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Nasrollahi V, Allam G, Kohalmi SE, Hannoufa A. MsSPL9 Modulates Nodulation under Nitrate Sufficiency Condition in Medicago sativa. Int J Mol Sci 2023; 24:ijms24119615. [PMID: 37298564 DOI: 10.3390/ijms24119615] [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: 05/16/2023] [Revised: 05/29/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
Nodulation in Leguminous spp. is induced by common environmental cues, such as low nitrogen availability conditions, in the presence of the specific Rhizobium spp. in the rhizosphere. Medicago sativa (alfalfa) is an important nitrogen-fixing forage crop that is widely cultivated around the world and relied upon as a staple source of forage in livestock feed. Although alfalfa's relationship with these bacteria is one of the most efficient between rhizobia and legume plants, breeding for nitrogen-related traits in this crop has received little attention. In this report, we investigate the role of Squamosa-Promoter Binding Protein-Like 9 (SPL9), a target of miR156, in nodulation in alfalfa. Transgenic alfalfa plants with SPL9-silenced (SPL9-RNAi) and overexpressed (35S::SPL9) were compared to wild-type (WT) alfalfa for phenotypic changes in nodulation in the presence and absence of nitrogen. Phenotypic analyses showed that silencing of MsSPL9 in alfalfa caused an increase in the number of nodules. Moreover, the characterization of phenotypic and molecular parameters revealed that MsSPL9 regulates nodulation under a high concentration of nitrate (10 mM KNO3) by regulating the transcription levels of the nitrate-responsive genes Nitrate Reductase1 (NR1), NR2, Nitrate transporter 2.5 (NRT2.5), and a shoot-controlled autoregulation of nodulation (AON) gene, Super numeric nodules (SUNN). While MsSPL9-overexpressing transgenic plants have dramatically increased transcript levels of SUNN, NR1, NR2, and NRT2.5, reducing MsSPL9 caused downregulation of these genes and displayed a nitrogen-starved phenotype, as downregulation of the MsSPL9 transcript levels caused a nitrate-tolerant nodulation phenotype. Taken together, our results suggest that MsSPL9 regulates nodulation in alfalfa in response to nitrate.
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Affiliation(s)
- Vida Nasrollahi
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Gamalat Allam
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Susanne E Kohalmi
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Abdelali Hannoufa
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
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Wang Z, Li Z, Wu D, Tian Q, Su S, Cheng C, Nie J, Yuan Y, Wang Y, Xu X. DNA methylation variation is crucial to restore adventitious rooting ability during in vitro shoot culture-induced rejuvenation in apple rootstock. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023; 114:554-569. [PMID: 36799443 DOI: 10.1111/tpj.16153] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 02/02/2023] [Accepted: 02/07/2023] [Indexed: 05/10/2023]
Abstract
In vitro shoot culture has been widely used for restoring adventitious rooting ability in rooting recalcitrant woody perennial species for the past few decades, but its molecular mechanism is largely uncovered. DNA methylation is an essential epigenetic mark that participates in many biological processes. Recent reports suggested a role of DNA methylation in vitro culture in plants. In this study, we characterized the single-base resolution DNA methylome and transcriptome of adult and in vitro shoot culture-induced rejuvenation cuttings of apple rootstock M9T337. We found a global decrease in DNA methylation during rejuvenation, which may be correlated with increased expression of DNA demethylase genes and decreased expression of DNA methyltransferase genes. We additionally documented DNA hypomethylation in 'T337'_R in gene protomer associated with higher transcript levels of several adventitious rooting-related genes. The application of a DNA methylation inhibitor (5-azacytidine) enhanced the adventitious rooting ability and the expression level of adventitious rooting-related genes, such as, MdANT, MdMPK3, MdABCB21, MdCDC48, MdKIN8B, pri-MdMIR156a5 and pri-MdMIR156a12. Together, the DNA hypomethylation is critical for the rejuvenation-dependent adventitious rooting ability in apple rootstock. In addition, increased DNA methylation was also found in thousands of genes in 'T337'_R. We additionally documented that DNA hypermethylation is required for inhibition of adventitious rooting-repressed genes, such as MdGAD5a, encoding glutamate decarboxylase, which can catalyze glutamate decarboxylated to form γ-aminobutyric acid (GABA). Our results revealed that in vitro shoot culture-dependent DNA methylation variation plays important roles in adventitious rooting in apple rootstock.
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Affiliation(s)
- Zhe Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Zhengnan Li
- College of Horticulture and Plant Protection, Inner Mongolia Agricultural University, Hohhot, 010018, China
| | - Dongchen Wu
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao, 266109, China
| | - Qiuye Tian
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Shenghui Su
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Chenxia Cheng
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Jiyun Nie
- Laboratory of Quality & Safety Risk Assessment for Fruit (Qingdao), Ministry of Agriculture and Rural Affairs, Qingdao Agricultural University, Qingdao, 266109, China
| | - Yongbing Yuan
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Yongzhang Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Xiaozhao Xu
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
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Chen G, Wang Y, Liu X, Duan S, Jiang S, Zhu J, Zhang Y, Hou H. The MdmiR156n Regulates Drought Tolerance and Flavonoid Synthesis in Apple Calli and Arabidopsis. Int J Mol Sci 2023; 24:ijms24076049. [PMID: 37047020 PMCID: PMC10094179 DOI: 10.3390/ijms24076049] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/09/2023] [Accepted: 03/19/2023] [Indexed: 04/14/2023] Open
Abstract
Drought is the major abiotic stress that limits apple productivity and quality. To date, many important and divergent regulatory functions of miR156/SBP genes in plant growth and development have been well understood. However, little is known about the role of apple miR156 in response to abiotic stress. To better understand the functions of MdmiR156 in abiotic stress tolerance, we constructed the overexpression (OE) and short tandem target mimic (STTM) vector of MdmiR156n and performed its functional analysis through the characterization of transgenic apple calli and Arabidopsis thaliana plants. In this study, MdmiR156n overexpression significantly increased the length of primary roots and the number of lateral roots in transgenic Arabidopsis plants under drought stress. In addition, MdmiR156n transgenic Arabidopsis and apple calli had a lower electrolyte leakage rate and less cell membrane damage than WT and STTM156 after drought stress. Further studies showed that MdmiR156n overexpression promoted the accumulation of flavonoids and scavenging of reactive oxygen species (ROS) under drought conditions in transgenic apple calli and A. thaliana plants. Taken together, overexpression MdmiR156n enhances drought tolerance by regulating flavonoid synthesis and ROS signaling cascades in apple calli and A. thaliana.
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Affiliation(s)
- Guo Chen
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Yaping Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Xueli Liu
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Siyue Duan
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Shenghui Jiang
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Jun Zhu
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Yugang Zhang
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
| | - Hongmin Hou
- College of Horticulture, Qingdao Agricultural University, Qingdao 266109, China
- Engineering Laboratory of Genetic Improvement of Horticultural Crops of Shandong Province, Qingdao Agricultural University, Qingdao 266109, China
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Nasrollahi V, Yuan ZC, Lu QSM, McDowell T, Kohalmi SE, Hannoufa A. Deciphering the role of SPL12 and AGL6 from a genetic module that functions in nodulation and root regeneration in Medicago sativa. PLANT MOLECULAR BIOLOGY 2022; 110:511-529. [PMID: 35976552 PMCID: PMC9684250 DOI: 10.1007/s11103-022-01303-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 07/17/2022] [Indexed: 05/11/2023]
Abstract
Our results show that SPL12 plays a crucial role in regulating nodule development in Medicago sativa L. (alfalfa), and that AGL6 is targeted and downregulated by SPL12. Root architecture in plants is critical because of its role in controlling nutrient cycling, water use efficiency and response to biotic and abiotic stress factors. The small RNA, microRNA156 (miR156), is highly conserved in plants, where it functions by silencing a group of SQUAMOSA-PROMOTER BINDING PROTEIN-LIKE (SPL) transcription factors. We previously showed that transgenic Medicago sativa (alfalfa) plants overexpressing miR156 display increased nodulation, improved nitrogen fixation and enhanced root regenerative capacity during vegetative propagation. In alfalfa, transcripts of eleven SPLs, including SPL12, are targeted for cleavage by miR156. In this study, we characterized the role of SPL12 in root architecture and nodulation by investigating the transcriptomic and phenotypic changes associated with altered transcript levels of SPL12, and by determining SPL12 regulatory targets using SPL12-silencing and -overexpressing alfalfa plants. Phenotypic analyses showed that silencing of SPL12 in alfalfa caused an increase in root regeneration, nodulation, and nitrogen fixation. In addition, AGL6 which encodes AGAMOUS-like MADS box transcription factor, was identified as being directly targeted for silencing by SPL12, based on Next Generation Sequencing-mediated transcriptome analysis and chromatin immunoprecipitation assays. Taken together, our results suggest that SPL12 and AGL6 form a genetic module that regulates root development and nodulation in alfalfa.
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Affiliation(s)
- Vida Nasrollahi
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON, N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON, N6A 3K7, Canada
| | - Ze-Chun Yuan
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON, N5V 4T3, Canada
| | - Qing Shi Mimmie Lu
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON, N5V 4T3, Canada
| | - Tim McDowell
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON, N5V 4T3, Canada
| | - Susanne E Kohalmi
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON, N6A 3K7, Canada
| | - Abdelali Hannoufa
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON, N5V 4T3, Canada.
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON, N6A 3K7, Canada.
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Nasrollahi V, Yuan ZC, Kohalmi SE, Hannoufa A. SPL12 Regulates AGL6 and AGL21 to Modulate Nodulation and Root Regeneration under Osmotic Stress and Nitrate Sufficiency Conditions in Medicago sativa. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11223071. [PMID: 36432802 PMCID: PMC9697194 DOI: 10.3390/plants11223071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/26/2022] [Accepted: 11/10/2022] [Indexed: 06/12/2023]
Abstract
The highly conserved plant microRNA, miR156, affects root architecture, nodulation, symbiotic nitrogen fixation, and stress response. In Medicago sativa, transcripts of eleven SQUAMOSA-PROMOTER BINDING PROTEIN-LIKE, SPLs, including SPL12, are targeted for cleavage by miR156. Our previous research revealed the role of SPL12 and its target gene, AGL6, in nodulation in alfalfa. Here, we investigated the involvement of SPL12, AGL6 and AGL21 in nodulation under osmotic stress and different nitrate availability conditions. Characterization of phenotypic and molecular parameters revealed that the SPL12/AGL6 module plays a negative role in maintaining nodulation under osmotic stress. While there was a decrease in the nodule numbers in WT plants under osmotic stress, the SPL12-RNAi and AGL6-RNAi genotypes maintained nodulation under osmotic stress. Moreover, the results showed that SPL12 regulates nodulation under a high concentration of nitrate by silencing AGL21. AGL21 transcript levels were increased under nitrate treatment in WT plants, but SPL12 was not affected throughout the treatment period. Given that AGL21 was significantly upregulated in SPL12-RNAi plants, we conclude that SPL12 may be involved in regulating nitrate inhibition of nodulation in alfalfa by targeting AGL21. Taken together, our results suggest that SPL12, AGL6, and AGL21 form a genetic module that regulates nodulation in alfalfa under osmotic stress and in response to nitrate.
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Affiliation(s)
- Vida Nasrollahi
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Ze-Chun Yuan
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
| | - Susanne E. Kohalmi
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Abdelali Hannoufa
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
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Fan K, Sze CC, Li MW, Lam HM. Roles of non-coding RNAs in the hormonal and nutritional regulation in nodulation and nitrogen fixation. FRONTIERS IN PLANT SCIENCE 2022; 13:997037. [PMID: 36330261 PMCID: PMC9623164 DOI: 10.3389/fpls.2022.997037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Symbiotic nitrogen fixation is an important component in the nitrogen cycle and is a potential solution for sustainable agriculture. It is the result of the interactions between the plant host, mostly restricted to legume species, and the rhizobial symbiont. From the first encounter between the host and the symbiont to eventual successful nitrogen fixation, there are delicate processes involved, such as nodule organogenesis, rhizobial infection thread progression, differentiation of the bacteroid, deregulation of the host defense systems, and reallocation of resources. All these processes are tightly regulated at different levels. Recent evidence revealed that non-coding RNAs (ncRNAs), including microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs), participate in these processes by controlling the transcription and translation of effector genes. In general, ncRNAs are functional transcripts without translation potential and are important gene regulators. MiRNAs, negative gene regulators, bind to the target mRNAs and repress protein production by causing the cleavage of mRNA and translational silencing. LncRNAs affect the formation of chromosomal loops, DNA methylation, histone modification, and alternative splicing to modulate gene expression. Both lncRNAs and circRNAs could serve as target mimics of miRNA to inhibit miRNA functions. In this review, we summarized and discussed the current understanding of the roles of ncRNAs in legume nodulation and nitrogen fixation in the root nodule, mainly focusing on their regulation of hormone signal transduction, the autoregulation of nodulation (AON) pathway and nutrient homeostasis in nodules. Unraveling the mediation of legume nodulation by ncRNAs will give us new insights into designing higher-performance leguminous crops for sustainable agriculture.
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Yu L, Huang T, Qi X, Yu J, Wu T, Luo Z, Zhou L, Li Y. Genome-Wide Analysis of Long Non-coding RNAs Involved in Nodule Senescence in Medicago truncatula. FRONTIERS IN PLANT SCIENCE 2022; 13:917840. [PMID: 35707611 PMCID: PMC9189404 DOI: 10.3389/fpls.2022.917840] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 04/26/2022] [Indexed: 06/15/2023]
Abstract
Plant long non-coding RNAs (lncRNAs) are widely accepted to play crucial roles during diverse biological processes. In recent years, thousands of lncRNAs related to the establishment of symbiosis, root nodule organogenesis and nodule development have been identified in legumes. However, lncRNAs involved in nodule senescence have not been reported. In this study, senescence-related lncRNAs were investigated in Medicago truncatula nodules by high-throughput strand-specific RNA-seq. A total of 4576 lncRNAs and 126 differentially expressed lncRNAs (DElncRNAs) were identified. We found that more than 60% lncRNAs were associated with transposable elements, especially TIR/Mutator and Helitron DNA transposons families. In addition, 49 DElncRNAs were predicted to be the targets of micro RNAs. Functional analysis showed that the largest sub-set of differently expressed target genes of DElncRNAs were associated with the membrane component. Of these, nearly half genes were related to material transport, suggesting that an important function of DElncRNAs during nodule senescence is the regulation of substance transport across membranes. Our findings will be helpful for understanding the functions of lncRNAs in nodule senescence and provide candidate lncRNAs for further research.
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Wang D, Gao Y, Sun S, Li L, Wang K. Expression Profiles and Characteristics of Apple lncRNAs in Roots, Phloem, Leaves, Flowers, and Fruit. Int J Mol Sci 2022; 23:ijms23115931. [PMID: 35682639 PMCID: PMC9180697 DOI: 10.3390/ijms23115931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/17/2022] [Accepted: 05/23/2022] [Indexed: 12/29/2022] Open
Abstract
LncRNAs impart crucial effects on various biological processes, including biotic stress responses, abiotic stress responses, fertility and development. The apple tree is one of the four major fruit trees in the world. However, lncRNAs's roles in different tissues of apple are unknown. We identified the lncRNAs in five tissues of apples including the roots, phloem, leaves, flowers, and fruit, and predicted the intricate regulatory networks. A total of 9440 lncRNAs were obtained. LncRNA target prediction revealed 10,628 potential lncRNA-messenger RNA (mRNA) pairs, 9410 pairs functioning in a cis-acting fashion, and 1218 acting in a trans-acting fashion. Functional enrichment analysis showed that the targets were significantly enriched in molecular functions related to photosynthesis-antenna proteins, single-organism metabolic process and glutathione metabolism. Additionally, a total of 88 lncRNAs have various functions related to microRNAs (miRNAs) as miRNA precursors. Interactions between lncRNAs and miRNAs were predicted, 1341 possible interrelations between 187 mdm-miRNAs and 174 lncRNAs (1.84%) were identified. MSTRG.121644.5, MSTRG.121644.8, MSTRG.2929.2, MSTRG.3953.2, MSTRG.63448.2, MSTRG.9870.2, and MSTRG.9870.3 could participate in the functions in roots as competing endogenous RNAs (ceRNAs). MSTRG.11457.2, MSTRG.138614.2, and MSTRG.60895.2 could adopt special functions in the fruit by working with miRNAs. A further analysis showed that different tissues formed special lncRNA-miRNA-mRNA networks. MSTRG.60895.2-mdm-miR393-MD17G1009000 may participate in the anthocyanin metabolism in the fruit. These findings provide a comprehensive view of potential functions for lncRNAs, corresponding target genes, and related lncRNA-miRNA-mRNA networks, which will increase our knowledge of the underlying development mechanism in apple.
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Affiliation(s)
| | | | | | | | - Kun Wang
- Correspondence: ; Tel.: +86-429-359-8120
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Li Q, Gu L, Song J, Li C, Zhang Y, Wang Y, Pang Y, Zhang B. Physiological and transcriptome analyses highlight multiple pathways involved in drought stress in Medicago falcata. PLoS One 2022; 17:e0266542. [PMID: 35390072 PMCID: PMC8989214 DOI: 10.1371/journal.pone.0266542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 03/22/2022] [Indexed: 11/19/2022] Open
Abstract
Medicago falcata is one of the leguminous forage crops, which grows well in arid and semiarid region. To fully investigate the mechanism of drought resistance response in M. falcata, we challenged the M. falcata plants with 30% PEG-6000, and performed physiological and transcriptome analyses. It was found that, the activities of antioxidant enzymes (eg. SOD, POD, and CAT) and soluble sugar content were all increased in the PEG-treated group, as compared to the control group. Transcriptome results showed that a total of 706 genes were differentially expressed in the PEG-treated plants in comparison with the control. Gene enrichment analyses on differentially expressed genes revealed that a number of genes in various pathway were significantly enriched, including the phenylpropanoid biosynthesis (ko00940) and glycolysis/gluconeogenesis (ko00010), indicating the involvement of these key pathways in drought response. Furthermore, the expression levels of seven differentially expressed genes were verified to be involved in drought response in M. falcata by qPCR. Taken together, these results will provide valuable information related to drought response in M. falcata and lay a foundation for molecular studies and genetic breeding of legume crops in future research.
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Affiliation(s)
- Qian Li
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lili Gu
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
| | - Jiaxing Song
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
| | - Chenjian Li
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
| | - Yanhui Zhang
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
| | - Yuxiang Wang
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
| | - Yongzhen Pang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- * E-mail: (BZ); (YP)
| | - Bo Zhang
- West Arid Region Grassland Resource and Ecology Key Laboratory, College of Grassland and Environmental Sciences, Xinjiang Agricultural University, Urumqi, China
- * E-mail: (BZ); (YP)
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10
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Arshad M, Hannoufa AA. Alfalfa transcriptome profiling provides insight into miR156-mediated molecular mechanisms of heat stress tolerance. Genome 2022; 65:315-330. [PMID: 35298891 DOI: 10.1139/gen-2021-0099] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Heat is one of the major environmental stressors that negatively affects alfalfa production. Previously, we reported the role of microRNA156 (miR156) in heat tolerance, however, mechanisms and downstream genes involved in this process were not fully studied. To provide further insight, we compared an empty vector control and miR156 overexpressing alfalfa plants (miR156+) after exposing them to heat stress (40 °C) for 24h. We collected leaf samples for transcriptome analysis to illustrate the miR156-regualted molecular mechanisms underlying the heat stress response. A total of 3579 differentially expressed genes (DEG) were detected exclusively in miR156+ plants under heat stress using the Medicago sativa genome as reference. GO and KEGG analysis indicated that these DEGs were mainly involved in "polysaccharide metabolism", "response to chemical", "secondary metabolism", "carbon metabolism" and "cell cycle". Transcription factors predicted in miR156+ plants belonged to TCP family, MYB, ABA response element-binding factor, WRKY and heat shock transcription factor. We also identified two new SPL family gene member (SPL8a and SPL12a), putatively regulated by miR156. The present study provides comprehensive transcriptome profile of alfalfa, identifies a number of genes and pathways, and reveals a miR156-regulated network of mechanisms at the gene expression level to modulate heat responses in alfalfa.
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Affiliation(s)
- Muhammad Arshad
- London Research and Development Centre, 98671, London, Ontario, Canada.,New York University - Abu Dhabi Campus, 167632, Centre for Genomics and Systems Biology , Abu Dhabi, United Arab Emirates;
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Yun J, Sun Z, Jiang Q, Wang Y, Wang C, Luo Y, Zhang F, Li X. The miR156b-GmSPL9d module modulates nodulation by targeting multiple core nodulation genes in soybean. THE NEW PHYTOLOGIST 2022; 233:1881-1899. [PMID: 34862970 PMCID: PMC9303946 DOI: 10.1111/nph.17899] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 11/27/2021] [Indexed: 05/25/2023]
Abstract
Symbiotic nodulation is initiated in the roots of legumes in response to low nitrogen and rhizobial signal molecules and is dynamically regulated by a complex regulatory network that coordinates rhizobial infection and nodule organogenesis. It has been shown that the miR156-SPL module mediates nodulation in legumes; however, conclusive evidence of how this module exerts its function during nodulation remains elusive. Here, we report that the miR156b-GmSPL9d module regulates symbiotic nodulation by targeting multiple key regulatory genes in the nodulation signalling pathway of soybean. miR156 family members are differentially expressed during nodulation, and miR156b negatively regulates nodulation by mainly targeting soybean SQUAMOSA promoter-binding protein-like 9d (GmSPL9d), a positive regulator of soybean nodulation. GmSPL9d directly binds to the miR172c promoter and activates its expression, suggesting a conserved role of GmSPL9d. Furthermore, GmSPL9d was coexpressed with the soybean nodulation marker genes nodule inception a (GmNINa) and GmENOD40-1 during nodule formation and development. Intriguingly, GmSPL9d can bind to the promoters of GmNINa and GmENOD40-1 and regulate their expression. Our data demonstrate that the miR156b-GmSPL9d module acts as an upstream master regulator of soybean nodulation, which coordinates multiple marker genes involved in soybean nodulation.
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Affiliation(s)
- Jinxia Yun
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Zhengxi Sun
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
- Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Collaborative Innovation of Modern Crops and Food Crops in JiangsuCollege of AgricultureYangzhou UniversityYangzhou225009China
- State Key Laboratory of Plant Cell and Chromosome EngineeringInstitute of Genetic and Developmental BiologyChinese Academy of SciencesBeijing100101China
| | - Qiong Jiang
- State Key Laboratory of Plant Cell and Chromosome EngineeringInstitute of Genetic and Developmental BiologyChinese Academy of SciencesBeijing100101China
| | - Youning Wang
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Can Wang
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Yuanqing Luo
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Fengrong Zhang
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Xia Li
- National Key Laboratory of Crop Genetic ImprovementCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
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12
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Li X, Shen F, Xu X, Zheng Q, Wang Y, Wu T, Li W, Qiu C, Xu X, Han Z, Zhang X. An HD-ZIP transcription factor, MxHB13, integrates auxin-regulated and juvenility-determined control of adventitious rooting in Malus xiaojinensis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 107:1663-1680. [PMID: 34218490 DOI: 10.1111/tpj.15406] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 06/23/2021] [Indexed: 06/13/2023]
Abstract
Adventitious root (AR) formation is a critical factor in the vegetative propagation of forestry and horticultural plants. Competence for AR formation declines in many species during the miR156/SPL-mediated vegetative phase change. Auxin also plays a regulatory role in AR formation. In apple rootstock, both high miR156 expression and exogenous auxin application are prerequisites for AR formation. However, the mechanism by which the miR156/SPL module interacts with auxin in controlling AR formation is unclear. In this paper, leafy cuttings of juvenile (Mx-J) and adult (Mx-A) phase Malus xiaojinensis were used in an RNA-sequencing experiment. The results revealed that numerous genes involved in phytohormone signaling, carbohydrate metabolism, cell dedifferentiation, and reactivation were downregulated in Mx-A cuttings in response to indole butyric acid treatment. Among the differentially expressed genes, an HD-ZIP transcription factor gene, MxHB13, was found to be under negative regulation of MdSPL26 by directly binding to MxHB13 promoter. MxTIFY9 interacts with MxSPL26 and may play a role in co-repressing the expression of MxHB13. The expression of MxTIFY9 was induced by exogenous indole butyric acid. MxHB13 binds to the promoter of MxABCB19-2 and positively affects the expression. A model is proposed in which MxHB13 links juvenility-limited and auxin-limited AR recalcitrance mechanisms in Mx-A.
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Affiliation(s)
- Xu Li
- College of Horticulture, China Agricultural University, Beijing, China
| | - Fei Shen
- College of Horticulture, China Agricultural University, Beijing, China
| | - Xiaozhao Xu
- College of Horticulture, China Agricultural University, Beijing, China
| | - Qingbo Zheng
- College of Horticulture, China Agricultural University, Beijing, China
| | - Yi Wang
- College of Horticulture, China Agricultural University, Beijing, China
| | - Ting Wu
- College of Horticulture, China Agricultural University, Beijing, China
| | - Wei Li
- College of Horticulture, China Agricultural University, Beijing, China
| | - Changpeng Qiu
- College of Horticulture, China Agricultural University, Beijing, China
| | - Xuefeng Xu
- College of Horticulture, China Agricultural University, Beijing, China
| | - Zhenhai Han
- College of Horticulture, China Agricultural University, Beijing, China
| | - Xinzhong Zhang
- College of Horticulture, China Agricultural University, Beijing, China
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13
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Tiwari M, Pandey V, Singh B, Bhatia S. Dynamics of miRNA mediated regulation of legume symbiosis. PLANT, CELL & ENVIRONMENT 2021; 44:1279-1291. [PMID: 33347631 DOI: 10.1111/pce.13983] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 12/06/2020] [Accepted: 12/08/2020] [Indexed: 05/19/2023]
Abstract
Symbiotic nitrogen fixation in legume nodules is important in soils with low nitrogen availability. The initiation and sustainability of symbiosis require cellular reprogramming that involves the miRNA-mediated inhibition or activation of specific nodulation genes. The high-throughput sequencing of small RNA libraries has identified miRNAs and their targets, which are the major players in the post-transcriptional gene regulation (PTGS) of the different stages of legume-rhizobia symbiosis ranging from bacterial colonization and organogenesis to symbiotic nitrogen fixation. Here, we present an overview of information obtained from the miRNA libraries from nodulating tissues that have been sequenced to date. The functional analysis of miRNAs has revealed roles in phytohormone homeostasis and spatio-temporal regulation, as well as the mobility of miRNAs and their functions in shoot to root signalling that affects diverse functions, including bacterial entry, meristem division and differentiation, nitrogen fixation and senescence. Furthermore, small RNA fragments of rhizobial origin repress complementary plant mRNAs. We also consider the roles of miRNAs in determinate or indeterminate nodules. Taken together, this overview confirms that miRNAs are master regulators of the legume-rhizobia symbiosis.
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Affiliation(s)
- Manish Tiwari
- Legume Genomics Laboratory, National Institute of Plant Genome Research, New Delhi, India
| | - Vimal Pandey
- Legume Genomics Laboratory, National Institute of Plant Genome Research, New Delhi, India
| | - Baljinder Singh
- Legume Genomics Laboratory, National Institute of Plant Genome Research, New Delhi, India
| | - Sabhyata Bhatia
- Legume Genomics Laboratory, National Institute of Plant Genome Research, New Delhi, India
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14
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Yang YH, Li MJ, Yi YJ, Li RF, Li CX, Yang H, Wang J, Zhou JX, Shang S, Zhang ZY. Integrated miRNA-mRNA analysis reveals the roles of miRNAs in the replanting benefit of Achyranthes bidentata roots. Sci Rep 2021; 11:1628. [PMID: 33452468 PMCID: PMC7810699 DOI: 10.1038/s41598-021-81277-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 01/05/2021] [Indexed: 01/29/2023] Open
Abstract
The yield and quality of the medicinal plant Achyranthes bidentata can be increased when it is replanted into a field cultivated previously with the same crop, however, fundamental aspects of its biology (so-called "replanting benefit") still remain to be elucidated. miRNAs are sRNA molecules involved in the post-transcriptional regulation of gene expression in plant biological processes. Here, 267 conserved and 36 novel miRNAs were identified in A. bidentata roots. We compared the miRNA content of the roots (R1) from first-year planting with that of the roots (R2) of second-year replanting, and screened 21 differentially expressed (DE) miRNAs. Based on in silico functional analysis, integrated miRNA-mRNA datasets allowed the identification of 10 miRNA-target family modules, which might participate in the benefit. The expression profiles of the miRNA-target modules were potentially correlated with the presence of the replanting benefit. The indication was that the miRNA-responsive continuous monoculture could reprogram miRNA-mRNA expression patterns, which possibly promote the root growth and development, enhance its transport activity and strengthen its tolerance to various stresses, thereby improving A. bidentata productivity as observed in the replanting benefit. Our study provides basic data for further research on the molecular mechanisms of the benefit in A. bidentata.
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Affiliation(s)
- Yan Hui Yang
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Ming Jie Li
- grid.256111.00000 0004 1760 2876College of Crop Sciences, Fujian Agriculture and Forestry University, Jinshan Road, Cangshan District, Fuzhou, 350002 China
| | - Yan Jie Yi
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Rui Fang Li
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Cui Xiang Li
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Heng Yang
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Jing Wang
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Jing Xuan Zhou
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Sui Shang
- grid.412099.70000 0001 0703 7066College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-technology Zero, Zhengzhou, 450001 Henan Province China
| | - Zhong Yi Zhang
- grid.256111.00000 0004 1760 2876College of Crop Sciences, Fujian Agriculture and Forestry University, Jinshan Road, Cangshan District, Fuzhou, 350002 China
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15
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Li SW. Molecular Bases for the Regulation of Adventitious Root Generation in Plants. FRONTIERS IN PLANT SCIENCE 2021; 12:614072. [PMID: 33584771 PMCID: PMC7876083 DOI: 10.3389/fpls.2021.614072] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/08/2021] [Indexed: 05/08/2023]
Abstract
The formation of adventitious roots (ARs) is an ecologically and economically important developmental process in plants. The evolution of AR systems is an important way for plants to cope with various environmental stresses. This review focuses on identified genes that have known to regulate the induction and initiation of ARs and offers an analysis of this process at the molecular level. The critical genes involved in adventitious rooting are the auxin signaling-responsive genes, including the AUXIN RESPONSE FACTOR (ARF) and the LATERAL ORGAN BOUNDARIES-DOMAIN (LOB) gene families, and genes associated with auxin transport and homeostasis, the quiescent center (QC) maintenance, and the root apical meristem (RAM) initiation. Several genes involved in cell wall modulation are also known to be involved in the regulation of adventitious rooting. Furthermore, the molecular processes that play roles in the ethylene, cytokinin, and jasmonic acid signaling pathways and their crosstalk modulate the generation of ARs. The crosstalk and interaction among many molecular processes generates complex networks that regulate AR generation.
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16
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Hrbáčková M, Dvořák P, Takáč T, Tichá M, Luptovčiak I, Šamajová O, Ovečka M, Šamaj J. Biotechnological Perspectives of Omics and Genetic Engineering Methods in Alfalfa. FRONTIERS IN PLANT SCIENCE 2020; 11:592. [PMID: 32508859 PMCID: PMC7253590 DOI: 10.3389/fpls.2020.00592] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 04/20/2020] [Indexed: 05/07/2023]
Abstract
For several decades, researchers are working to develop improved major crops with better adaptability and tolerance to environmental stresses. Forage legumes have been widely spread in the world due to their great ecological and economic values. Abiotic and biotic stresses are main factors limiting legume production, however, alfalfa (Medicago sativa L.) shows relatively high level of tolerance to drought and salt stress. Efforts focused on alfalfa improvements have led to the release of cultivars with new traits of agronomic importance such as high yield, better stress tolerance or forage quality. Alfalfa has very high nutritional value due to its efficient symbiotic association with nitrogen-fixing bacteria, while deep root system can help to prevent soil water loss in dry lands. The use of modern biotechnology tools is challenging in alfalfa since full genome, unlike to its close relative barrel medic (Medicago truncatula Gaertn.), was not released yet. Identification, isolation, and improvement of genes involved in abiotic or biotic stress response significantly contributed to the progress of our understanding how crop plants cope with these environmental challenges. In this review, we provide an overview of the progress that has been made in high-throughput sequencing, characterization of genes for abiotic or biotic stress tolerance, gene editing, as well as proteomic and metabolomics techniques bearing biotechnological potential for alfalfa improvement.
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Affiliation(s)
| | | | | | | | | | | | | | - Jozef Šamaj
- Department of Cell Biology, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science, Palacký University Olomouc, Olomouc, Czechia
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17
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Ye BB, Zhang K, Wang JW. The role of miR156 in rejuvenation in Arabidopsis thaliana. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2020; 62:550-555. [PMID: 31305005 DOI: 10.1111/jipb.12855] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Rejuvenation refers to the process enabling plants to regain physiological and molecular characteristics lost after entering the adult phase. The underlying molecular mechanism is poorly understood. Previous studies have revealed that microRNA156 (miR156) is highly accumulated at juvenile stage and maintains juvenile traits by repressing a group of SQUAMOSA PROMOTER BINDING PROTEIN-LIKE (SPL) transcription factors. Here, we found that induction of miR156 expression in adult leaves can only restore some aspects of juvenile traits, such as loss of epidermal leaf hairs on the lower side of leaves and absence of serration at the leaf edges, but is incapable of delaying flowering and promoting adventitious root production.
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Affiliation(s)
- Bin-Bin Ye
- National Key Laboratory of Plant Molecular Genetics (NKLPMG), CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology (SIPPE), the Chinese Academy of Sciences (CAS), Shanghai, 200032, China
- University of Chinese Academy of Sciences, Beijing, 100049, Beijing
| | - Ke Zhang
- National Key Laboratory of Plant Molecular Genetics (NKLPMG), CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology (SIPPE), the Chinese Academy of Sciences (CAS), Shanghai, 200032, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 200031, China
| | - Jia-Wei Wang
- National Key Laboratory of Plant Molecular Genetics (NKLPMG), CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology (SIPPE), the Chinese Academy of Sciences (CAS), Shanghai, 200032, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 200031, China
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18
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Ma J, Zhao P, Liu S, Yang Q, Guo H. The Control of Developmental Phase Transitions by microRNAs and Their Targets in Seed Plants. Int J Mol Sci 2020; 21:E1971. [PMID: 32183075 PMCID: PMC7139601 DOI: 10.3390/ijms21061971] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 02/29/2020] [Accepted: 03/12/2020] [Indexed: 12/18/2022] Open
Abstract
Seed plants usually undergo various developmental phase transitions throughout their lifespan, mainly including juvenile-to-adult and vegetative-to-reproductive transitions, as well as developmental transitions within organ/tissue formation. MicroRNAs (miRNAs), as a class of small endogenous non-coding RNAs, are involved in the developmental phase transitions in plants by negatively regulating the expression of their target genes at the post-transcriptional level. In recent years, cumulative evidence has revealed that five miRNAs, miR156, miR159, miR166, miR172, and miR396, are key regulators of developmental phase transitions in plants. In this review, the advanced progress of the five miRNAs and their targets in regulating plant developmental transitions, especially in storage organ formation, are summarized and discussed, combining our own findings with the literature. In general, the functions of the five miRNAs and their targets are relatively conserved, but their functional divergences also emerge to some extent. In addition, potential research directions of miRNAs in regulating plant developmental phase transitions are prospected.
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Affiliation(s)
- Jingyi Ma
- College of Biological Sciences and Biotechnology, National Engineering Laboratory for Tree Breeding, Beijing Forestry University, No. 35, Tsing Hua East Road, Haidian District, Beijing 100083, China; (J.M.); (P.Z.); (Q.Y.)
| | - Pan Zhao
- College of Biological Sciences and Biotechnology, National Engineering Laboratory for Tree Breeding, Beijing Forestry University, No. 35, Tsing Hua East Road, Haidian District, Beijing 100083, China; (J.M.); (P.Z.); (Q.Y.)
| | - Shibiao Liu
- College of Biology and Environmental Sciences, Jishou University, Jishou 416000, China;
| | - Qi Yang
- College of Biological Sciences and Biotechnology, National Engineering Laboratory for Tree Breeding, Beijing Forestry University, No. 35, Tsing Hua East Road, Haidian District, Beijing 100083, China; (J.M.); (P.Z.); (Q.Y.)
| | - Huihong Guo
- College of Biological Sciences and Biotechnology, National Engineering Laboratory for Tree Breeding, Beijing Forestry University, No. 35, Tsing Hua East Road, Haidian District, Beijing 100083, China; (J.M.); (P.Z.); (Q.Y.)
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