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Lee J, Shin SY, Lee SK, Park K, Gill H, Hyun Y, Jeong C, Jeon JS, Shin C, Choi Y. Contribution of RdDM to the ecotype-specific differential methylation on conserved as well as highly variable regions between Arabidopsis ecotypes. BMC Genomics 2023; 24:36. [PMID: 36658480 PMCID: PMC9854041 DOI: 10.1186/s12864-023-09128-4] [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: 11/10/2022] [Accepted: 01/11/2023] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Several studies showed genome-wide DNA methylation during Arabidopsis embryogenesis and germination. Although it has been known that the change of DNA methylation mainly occurs at CHH context mediated by small RNA-directed DNA methylation pathway during seed ripening and germination, the causality of the methylation difference exhibited in natural Arabidopsis ecotypes has not been thoroughly studied. RESULTS In this study we compared DNA methylation difference using comparative pairwise multi-omics dynamics in Columbia-0 (Col) and Cape Verde Island (Cvi) ecotypes. Arabidopsis genome was divided into two regions, common regions in both ecotypes and Col-specific regions, depending on the reads mapping of whole genome bisulfite sequencing libraries from both ecotypes. Ecotype comparison was conducted within common regions and the levels of DNA methylation on common regions and Col-specific regions were also compared. we confirmed transcriptome were relatively dynamic in stage-wise whereas the DNA methylome and small RNAome were more ecotype-dependent. While the global CG methylation remains steady during maturation and germination, we found genic CG methylation differs the most between the two accessions. We also found that ecotype-specific differentially methylated regions (eDMR) are positively correlated with ecotype-specifically expressed 24-nt small RNA clusters. In addition, we discovered that Col-specific regions enriched with transposable elements (TEs) and structural variants that tend to become hypermethylated, and TEs in Col-specific regions were longer in size, more pericentromeric, and more hypermethylated than those in the common regions. Through the analysis of RdDM machinery mutants, we confirmed methylation on Col-specific region as well as on eDMRs in common region are contributed by RdDM pathway. Lastly, we demonstrated that highly variable sequences between ecotypes (HOT regions) were also affected by RdDM-mediated regulation. CONCLUSIONS Through ecotype comparison, we revealed differences and similarities of their transcriptome, methylome and small RNAome both in global and local regions. We validated the contribution of RdDM causing differential methylation of common regions. Hypermethylated ecotype-specific regions contributed by RNA-directed DNA methylation pathway largely depend on the presence of TEs and copy-gain structural variations. These ecotype-specific regions are frequently associated with HOT regions, providing evolutionary insights into the epigenome dynamics within a species.
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Affiliation(s)
- Jaehoon Lee
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea ,grid.31501.360000 0004 0470 5905Research Center for Plant Plasticity, Seoul National University, Seoul, 08826 Republic of Korea
| | - Sang-Yoon Shin
- grid.31501.360000 0004 0470 5905Research Center for Plant Plasticity, Seoul National University, Seoul, 08826 Republic of Korea ,grid.31501.360000 0004 0470 5905Interdisciplinary Program in Agricultural Genomics, Seoul National University, Seoul, 08826 Republic of Korea
| | - Sang-Kyu Lee
- grid.289247.20000 0001 2171 7818Graduate School of Green-Bio Science and Crop Biotech Institute, Kyung Hee University, Yongin, 17104 South Korea ,grid.256681.e0000 0001 0661 1492Current address: Division of Life Science, Gyeongsang National University, Jinju, 52828 South Korea
| | - Kyunghyuk Park
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea
| | - Haechan Gill
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea
| | - Youbong Hyun
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea ,grid.31501.360000 0004 0470 5905Research Center for Plant Plasticity, Seoul National University, Seoul, 08826 Republic of Korea
| | - Choongwon Jeong
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea
| | - Jong-Seong Jeon
- grid.289247.20000 0001 2171 7818Graduate School of Green-Bio Science and Crop Biotech Institute, Kyung Hee University, Yongin, 17104 South Korea
| | - Chanseok Shin
- grid.31501.360000 0004 0470 5905Research Center for Plant Plasticity, Seoul National University, Seoul, 08826 Republic of Korea ,grid.31501.360000 0004 0470 5905Interdisciplinary Program in Agricultural Genomics, Seoul National University, Seoul, 08826 Republic of Korea ,grid.31501.360000 0004 0470 5905Department of Agricultural Biotechnology, Seoul National University, Seoul, 08826 Republic of Korea ,grid.31501.360000 0004 0470 5905Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826 Republic of Korea ,grid.31501.360000 0004 0470 5905Plant Genomics and Breeding Institute, Seoul National University, Seoul, 08826 South Korea
| | - Yeonhee Choi
- grid.31501.360000 0004 0470 5905Department of Biological Sciences, Seoul National University, Seoul, 08826 South Korea ,grid.31501.360000 0004 0470 5905Research Center for Plant Plasticity, Seoul National University, Seoul, 08826 Republic of Korea
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Attri K, Zhang Z, Singh A, Sharrock RA, Xie Z. Rapid sequence and functional diversification of a miRNA superfamily targeting calcium signaling components in seed plants. THE NEW PHYTOLOGIST 2022; 235:1082-1095. [PMID: 35485957 PMCID: PMC9322595 DOI: 10.1111/nph.18185] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 04/20/2022] [Indexed: 06/14/2023]
Abstract
MicroRNA (miRNA)-directed posttranscriptional gene silencing (miR-PTGS) is an integral component of gene regulatory networks governing plant development and responses to the environment. The sequence homology between Sly-miR4376, a miRNA common to Solanaceae and reported to target autoinhibited Ca2+ -ATPase 10 (ACA10) messenger RNA (mRNA) in tomato, and Arabidopsis miR391 (Ath-miR391), previously annotated as a nonconserved member of the deeply conserved miR390 family, has prompted us to revisit the function of Ath-miR391, as well as its regulatory conservation. A combination of genetic, molecular, and bioinformatic analyses revealed a hidden conservation for miR-PTGS of ACA10 homologs in spermatophytes. We found that the Arabidopsis ACA10 mRNA undergoes miR391-directed cleavage in vivo. Furthermore, transgenic overexpression of miR391 recapitulated the compact inflorescence (cif) phenotypes characteristic of ACA10 loss-of-function mutants, due to miR391-directed PTGS of ACA10. Significantly, comprehensive data mining revealed robust evidence for widespread PTGS of ACA10 homologs directed by a superfamily of related miRNAs sharing a conserved sequence core. Intriguingly, the ACA-targeting miRNAs in Poaceae also direct PTGS for calmodulin-like proteins which are putative Ca2+ sensors. The PTGS of ACA10 homologs is therefore directed by a miRNA superfamily that is of ancient origin and has undergone rapid sequence diversification associated with functional innovation.
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Affiliation(s)
- Komal Attri
- Department of Biological SciencesTexas Tech UniversityLubbockTX79409USA
| | - Zijie Zhang
- Department of Biological SciencesTexas Tech UniversityLubbockTX79409USA
| | - Atinder Singh
- Department of Biological SciencesTexas Tech UniversityLubbockTX79409USA
| | - Robert A. Sharrock
- Department of Plant Sciences and Plant PathologyMontana State UniversityBozemanMT59717USA
| | - Zhixin Xie
- Department of Biological SciencesTexas Tech UniversityLubbockTX79409USA
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Alves A, Cordeiro D, Correia S, Miguel C. Small Non-Coding RNAs at the Crossroads of Regulatory Pathways Controlling Somatic Embryogenesis in Seed Plants. PLANTS (BASEL, SWITZERLAND) 2021; 10:504. [PMID: 33803088 PMCID: PMC8001652 DOI: 10.3390/plants10030504] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 02/26/2021] [Accepted: 03/01/2021] [Indexed: 11/25/2022]
Abstract
Small non-coding RNAs (sncRNAs) are molecules with important regulatory functions during development and environmental responses across all groups of terrestrial plants. In seed plants, the development of a mature embryo from the zygote follows a synchronized cell division sequence, and growth and differentiation events regulated by highly regulated gene expression. However, given the distinct features of the initial stages of embryogenesis in gymnosperms and angiosperms, it is relevant to investigate to what extent such differences emerge from differential regulation mediated by sncRNAs. Within these, the microRNAs (miRNAs) are the best characterized class, and while many miRNAs are conserved and significantly represented across angiosperms and other seed plants during embryogenesis, some miRNA families are specific to some plant lineages. Being a model to study zygotic embryogenesis and a relevant biotechnological tool, we systematized the current knowledge on the presence and characterization of miRNAs in somatic embryogenesis (SE) of seed plants, pinpointing the miRNAs that have been reported to be associated with SE in angiosperm and gymnosperm species. We start by conducting an overview of sncRNA expression profiles in the embryonic tissues of seed plants. We then highlight the miRNAs described as being involved in the different stages of the SE process, from its induction to the full maturation of the somatic embryos, adding references to zygotic embryogenesis when relevant, as a contribution towards a better understanding of miRNA-mediated regulation of SE.
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Affiliation(s)
- Ana Alves
- BioISI—Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, 1749-016 Lisboa, Portugal;
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, 2780-157 Oeiras, Portugal
| | - Daniela Cordeiro
- Centre for Functional Ecology, Department of Life Sciences, University of Coimbra, Calçada Martim de Freitas, 3000-456 Coimbra, Portugal; (D.C.); (S.C.)
| | - Sandra Correia
- Centre for Functional Ecology, Department of Life Sciences, University of Coimbra, Calçada Martim de Freitas, 3000-456 Coimbra, Portugal; (D.C.); (S.C.)
| | - Célia Miguel
- BioISI—Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, 1749-016 Lisboa, Portugal;
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901 Oeiras, Portugal
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Techniques for Small Non-Coding RNA Analysis in Seeds of Forest Tree Species. Methods Mol Biol 2020; 2093:217-225. [PMID: 32088899 DOI: 10.1007/978-1-0716-0179-2_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
In recent years, the scientific community has become aware that epigenetic mechanisms play a more important role in gene regulatory networks (GRNs) than was hitherto thought, as accumulating evidence has shown that changes in epigenetics without genetic variation can affect complex traits over multiple generations. Within the epigenetic machinery, small non-coding RNAs (sRNAs, 18-24 nucleotides in length) are evolutionarily conserved RNA molecules that target mRNAs for deregulation or translational repression. They commonly have high-level regulatory functions in GRNs by mediating DNA and/or histone methylation and gene silencing essential for plant developmental programs and adaptability. Local adaptation enables plants to acquire a high fitness by, for example, properly timing developmental transitions to match plant growth stages with organism's favorable seasons. In particular, the seed represents a key evolutionary adaptation of seed plants that facilitates dispersal and reinitiates the development coupled in time with suitable environmental conditions. With the advent of high-throughput sequencing for sRNAs and computational approaches for sRNA detection and categorization, it is now feasible to unravel how sRNAs contribute to the fitness of tree species that can survive hundreds of years (e.g., conifers). Of particular interest is to disentangle the roles of sRNAs from complex genomic information in tree species with intimidating genomic sizes (commonly 20-30 Gb in conifers) and abundant nongenic components (e.g., >60% transposable elements). In this chapter, we use seeds of the conifer Picea glauca as a study system to describe the methods and protocols we used or have recently updated, from high-quality RNA isolation to sRNA identification, sequence conservation, abundance comparison, and functional analysis.
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Wójcik AM. Research Tools for the Functional Genomics of Plant miRNAs During Zygotic and Somatic Embryogenesis. Int J Mol Sci 2020; 21:E4969. [PMID: 32674459 PMCID: PMC7420248 DOI: 10.3390/ijms21144969] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/06/2020] [Accepted: 07/07/2020] [Indexed: 12/12/2022] Open
Abstract
During early plant embryogenesis, some of the most fundamental decisions on fate and identity are taken making it a fascinating process to study. It is no surprise that higher plant embryogenesis was intensively analysed during the last century, while somatic embryogenesis is probably the most studied regeneration model. Encoded by the MIRNA, short, single-stranded, non-coding miRNAs, are commonly present in all Eukaryotic genomes and are involved in the regulation of the gene expression during the essential developmental processes such as plant morphogenesis, hormone signaling, and developmental phase transition. During the last few years dedicated to miRNAs, analytical methods and tools have been developed, which have afforded new opportunities in functional analyses of plant miRNAs, including (i) databases for in silico analysis; (ii) miRNAs detection and expression approaches; (iii) reporter and sensor lines for a spatio-temporal analysis of the miRNA-target interactions; (iv) in situ hybridisation protocols; (v) artificial miRNAs; (vi) MIM and STTM lines to inhibit miRNA activity, and (vii) the target genes resistant to miRNA. Here, we attempted to summarise the toolbox for functional analysis of miRNAs during plant embryogenesis. In addition to characterising the described tools/methods, examples of the applications have been presented.
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Affiliation(s)
- Anna Maria Wójcik
- University of Silesia in Katowice, Faculty of Natural Sciences, Institute of Biology, Biotechnology and Environmental Protection, Jagiellonska 28, 40-032 Katowice, Poland
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Rodrigues AS, Chaves I, Costa BV, Lin YC, Lopes S, Milhinhos A, Van de Peer Y, Miguel CM. Small RNA profiling in Pinus pinaster reveals the transcriptome of developing seeds and highlights differences between zygotic and somatic embryos. Sci Rep 2019; 9:11327. [PMID: 31383905 PMCID: PMC6683148 DOI: 10.1038/s41598-019-47789-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 07/24/2019] [Indexed: 02/07/2023] Open
Abstract
Regulation of seed development by small non-coding RNAs (sRNAs) is an important mechanism controlling a crucial phase of the life cycle of seed plants. In this work, sRNAs from seed tissues (zygotic embryos and megagametophytes) and from somatic embryos of Pinus pinaster were analysed to identify putative regulators of seed/embryo development in conifers. In total, sixteen sRNA libraries covering several developmental stages were sequenced. We show that embryos and megagametophytes express a large population of 21-nt sRNAs and that substantial amounts of 24-nt sRNAs were also detected, especially in somatic embryos. A total of 215 conserved miRNAs, one third of which are conifer-specific, and 212 high-confidence novel miRNAs were annotated. MIR159, MIR171 and MIR394 families were found in embryos, but were greatly reduced in megagametophytes. Other families, like MIR397 and MIR408, predominated in somatic embryos and megagametophytes, suggesting their expression in somatic embryos is associated with in vitro conditions. Analysis of the predicted miRNA targets suggests that miRNA functions are relevant in several processes including transporter activity at the cotyledon-forming stage, and sulfur metabolism across several developmental stages. An important resource for studying conifer embryogenesis is made available here, which may also provide insightful clues for improving clonal propagation via somatic embryogenesis.
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Affiliation(s)
- Andreia S Rodrigues
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal
| | - Inês Chaves
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal
| | - Bruno Vasques Costa
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal
- INESC-ID, Instituto Superior Técnico, Universidade de Lisboa, Rua Alves Redol 9, Lisboa, 1000-029, Portugal
| | - Yao-Cheng Lin
- Biotechnology Center in Southern Taiwan and Agricultural Biotechnology Research Center, Academia Sinica, Tainan, Taiwan
- VIB-UGent Center for Plant Systems Biology, Ghent, Belgium
| | - Susana Lopes
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal
| | - Ana Milhinhos
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal
| | - Yves Van de Peer
- VIB-UGent Center for Plant Systems Biology, Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
| | - Célia M Miguel
- iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901, Oeiras, Portugal.
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Av. República, 2780-157, Oeiras, Portugal.
- BioISI - Biosystems & Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
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