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Hussain M, Javed MM, Sami A, Shafiq M, Ali Q, Mazhar HSUD, Tabassum J, Javed MA, Haider MZ, Hussain M, Sabir IA, Ali D. Genome-wide analysis of plant specific YABBY transcription factor gene family in carrot (Dacus carota) and its comparison with Arabidopsis. BMC Genom Data 2024; 25:26. [PMID: 38443818 PMCID: PMC10916311 DOI: 10.1186/s12863-024-01210-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 02/19/2024] [Indexed: 03/07/2024] Open
Abstract
YABBY gene family is a plant-specific transcription factor with DNA binding domain involved in various functions i.e. regulation of style, length of flowers, and polarity development of lateral organs in flowering plants. Computational methods were utilized to identify members of the YABBY gene family, with Carrot (Daucus carota) 's genome as a foundational reference. The structure of genes, location of the chromosomes, protein motifs and phylogenetic investigation, syntony and transcriptomic analysis, and miRNA targets were analyzed to unmask the hidden structural and functional characteristics YABBY gene family in Carrots. In the following research, it has been concluded that 11 specific YABBY genes irregularly dispersed on all 9 chromosomes and proteins assembled into five subgroups i.e. AtINO, AtCRC, AtYAB5, AtAFO, and AtYAB2, which were created on the well-known classification of Arabidopsis. The wide ranges of YABBY genes in carrots were dispersed due to segmental duplication, which was detected as prevalent when equated to tandem duplication. Transcriptomic analysis showed that one of the DcYABBY genes was highly expressed during anthocyanin pigmentation in carrot taproots. The cis-regulatory elements (CREs) analysis unveiled elements that particularly respond to light, cell cycle regulation, drought induce ability, ABA hormone, seed, and meristem expression. Furthermore, a relative study among Carrot and Arabidopsis genes of the YABBY family indicated 5 sub-families sharing common characteristics. The comprehensive evaluation of YABBY genes in the genome provides a direction for the cloning and understanding of their functional properties in carrots. Our investigations revealed genome-wide distribution and role of YABBY genes in the carrots with best-fit comparison to Arabidopsis thaliana.
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Affiliation(s)
- Mujahid Hussain
- Department of Horticulture, Faculty of Agriculture Sciences, University of the Punjab, Lahore P. O BOX, Lahore, 54590, Pakistan
| | - Muhammad Mubashar Javed
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Adnan Sami
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Muhammad Shafiq
- Department of Horticulture, Faculty of Agriculture Sciences, University of the Punjab, Lahore P. O BOX, Lahore, 54590, Pakistan
| | - Qurban Ali
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan.
| | - Hafiz Sabah-Ud-Din Mazhar
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Javaria Tabassum
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Muhammad Arshad Javed
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Muhammad Zeeshan Haider
- Department of Plant Breeding & Genetics, Faculty of Agriculture Sciences, University of the Punjab, P.O BOX, Lahore, 54590, Pakistan
| | - Muhammad Hussain
- Department of Horticulture, Faculty of Agriculture Sciences, University of the Punjab, Lahore P. O BOX, Lahore, 54590, Pakistan
| | - Irfan Ali Sabir
- College of Horticulture, South China Agricultural University, Guangzhou, 510642, China
| | - Daoud Ali
- Department of Zoology, College of Science, King Saud University, PO Box 2455, Riyadh, 11451, Saudi Arabia
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Tabassum N, Shafiq M, Fatima S, Tahir S, Tabassum B, Ali Q, Javed MA. Genome-wide in-silico analysis of ethylene biosynthesis gene family in Musa acuminata L. and their response under nutrient stress. Sci Rep 2024; 14:558. [PMID: 38177217 PMCID: PMC10767074 DOI: 10.1038/s41598-023-51075-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 12/30/2023] [Indexed: 01/06/2024] Open
Abstract
Ethylene is a gaseous phytohormone involved in plants' growth and developmental processes, including seed germination, root initiation, fruit ripening, flower and leaf senescence, abscission, and stress responses. Ethylene biosynthesis (EB) gene analysis in response to nitrogen (N) and potassium (K) stress has not yet been conducted in Musa acuminata (banana) roots. The genome mining of banana (Musa acuminata L.) revealed 14 putative 1-aminocyclopropane-1-carboxylate synthase (ACS), 10 1-aminocyclopropane-1-carboxylate oxidase (ACO), and 3 Ethylene overproducer 1 (ETO1) genes. ACS, ACO, and ETO1 proteins possessed amino acid residues ranging from 422-684, 636-2670, and 893-969, respectively, with molecular weight (Mw) ranging from 4.93-7.55 kD, 10.1-8.3 kD and 10.1-10.78 kD. The number of introns present in ACS, ACO, and ETO1 gene sequences ranges from 0-14, 1-6, and 0-6, respectively. The cis-regulatory element analysis revealed the presence of light-responsive, abscisic acid, seed regulation, auxin-responsive, gibberellin element, endosperm-specific, anoxic inducibility, low-temperature responsiveness, salicylic acid responsiveness, meristem-specific and stress-responsive elements. Comprehensive phylogenetic analyses ACS, ACO, and ETO1 genes of Banana with Arabidopsis thaliana revealed several orthologs and paralogs assisting in understanding the putative functions of these genes. The expression profile of Musa acuminata genes in root under normal and low levels of nitrogen and potassium shows that MaACS14 and MaACO6 expressed highly at normal nitrogen supply. MaACS1 expression was significantly upregulated at low potassium levels, whereas, MaACO6 gene expression was significantly downregulated. The functional divergence and site-specific selective pressures on specific gene sequences of banana have been investigated. The bioinformatics-based genome-wide assessment of the family of banana attempted in the present study could be a significant step for deciphering novel ACS, ACO, and ETO1 genes based on genome-wide expression profiling.
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Affiliation(s)
- Nosheen Tabassum
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan
| | - Muhammad Shafiq
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan.
| | - Sameen Fatima
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan
| | - Sana Tahir
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan
| | - Bushra Tabassum
- School of Biological Sciences, University of the Punjab New Campus, Lahore, Pakistan
| | - Qurban Ali
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan.
| | - Muhammad Arshad Javed
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab New Campus, Lahore, Pakistan
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Mariyam, Shafiq M, Sadiq S, Ali Q, Haider MS, Habib U, Ali D, Shahid MA. Identification and characterization of Glycolate oxidase gene family in garden lettuce (Lactuca sativa cv. 'Salinas') and its response under various biotic, abiotic, and developmental stresses. Sci Rep 2023; 13:19686. [PMID: 37952078 PMCID: PMC10640638 DOI: 10.1038/s41598-023-47180-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023] Open
Abstract
Glycolate oxidase (GLO) is an FMN-containing enzyme localized in peroxisomes and performs in various molecular and biochemical mechanisms. It is a key player in plant glycolate and glyoxylate accumulation pathways. The role of GLO in disease and stress resistance is well-documented in various plant species. Although studies have been conducted regarding the role of GLO genes from spinach on a microbial level, the direct response of GLO genes to various stresses in short-season and leafy plants like lettuce has not been published yet. The genome of Lactuca sativa cultivar 'Salinas' (v8) was used to identify GLO gene members in lettuce by performing various computational analysis. Dual synteny, protein-protein interactions, and targeted miRNA analyses were conducted to understand the function of GLO genes. The identified GLO genes showed further clustering into two groups i.e., glycolate oxidase (GOX) and hydroxyacid oxidase (HAOX). Genes were observed to be distributed unevenly on three chromosomes, and syntenic analysis revealed that segmental duplication was prevalent. Thus, it might be the main reason for GLO gene diversity in lettuce. Almost all LsGLO genes showed syntenic blocks in respective plant genomes under study. Protein-protein interactions of LsGLO genes revealed various functional enrichments, mainly photorespiration, and lactate oxidation, and among biological processes oxidative photosynthetic carbon pathway was highly significant. Results of in-depth analyses disclosed the interaction of GLO genes with other members of the glycolate pathway and the activity of GLO genes in various organs and developmental stages in lettuce. The extensive genome evaluation of GLO gene family in garden lettuce is believed to be a reference for cloning and studying functional analyses of GLO genes and characterizing other members of glycolate/glyoxylate biosynthesis pathway in various plant species.
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Affiliation(s)
- Mariyam
- Department of Horticulture, University of the Punjab, Lahore, Pakistan
| | - Muhammad Shafiq
- Department of Horticulture, University of the Punjab, Lahore, Pakistan.
| | - Saleha Sadiq
- Department of Biotechnology, The Islamia University of Bahawalpur, Bahawalpur, Pakistan
| | - Qurban Ali
- Department of Plant Breeding and Genetics, University of the Punjab, Lahore, 54590, Pakistan.
| | | | - Umer Habib
- Department of Horticulture, PMAS Arid Agriculture University, Murree Road, Rawalpindi, Pakistan
| | - Daoud Ali
- Department of Zoology, College of Science, King Saud University, PO Box 2455, 11451, Riyadh, Saudi Arabia
| | - Muhammad Adnan Shahid
- Horticultural Sciences Department, North Florida Research and Education Center, University of Florida/IFAS, Quincy, FL, 32351, USA
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Sprink T, Hartung F. Heterologous Complementation of SPO11-1 and -2 Depends on the Splicing Pattern. Int J Mol Sci 2021; 22:ijms22179346. [PMID: 34502253 PMCID: PMC8430568 DOI: 10.3390/ijms22179346] [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: 07/20/2021] [Revised: 08/20/2021] [Accepted: 08/23/2021] [Indexed: 11/16/2022] Open
Abstract
In the past, major findings in meiosis have been achieved, but questions towards the global understanding of meiosis remain concealed. In plants, one of these questions covers the need for two diverse meiotic active SPO11 proteins. In Arabidopsis and other plants, both meiotic SPO11 are indispensable in a functional form for double strand break induction during meiotic prophase I. This stands in contrast to mammals and fungi, where a single SPO11 is present and sufficient. We aimed to investigate the specific function and evolution of both meiotic SPO11 paralogs in land plants. By performing immunostaining of both SPO11-1 and -2, an investigation of the spatiotemporal localization of each SPO11 during meiosis was achieved. We further exchanged SPO11-1 and -2 in Arabidopsis and could show a species-specific function of the respective SPO11. By additional changes of regions between SPO11-1 and -2, a sequence-specific function for both the SPO11 proteins was revealed. Furthermore, the previous findings about the aberrant splicing of each SPO11 were refined by narrowing them down to a specific developmental phase. These findings let us suggest that the function of both SPO11 paralogs is highly sequence specific and that the orthologs are species specific.
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Waheed S, Zeng L. The Critical Role of miRNAs in Regulation of Flowering Time and Flower Development. Genes (Basel) 2020; 11:genes11030319. [PMID: 32192095 PMCID: PMC7140873 DOI: 10.3390/genes11030319] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 03/02/2020] [Accepted: 03/13/2020] [Indexed: 12/14/2022] Open
Abstract
Flowering is an important biological process for plants that ensures reproductive success. The onset of flowering needs to be coordinated with an appropriate time of year, which requires tight control of gene expression acting in concert to form a regulatory network. MicroRNAs (miRNAs) are non-coding RNAs known as master modulators of gene expression at the post-transcriptional level. Many different miRNA families are involved in flowering-related processes such as the induction of floral competence, floral patterning, and the development of floral organs. This review highlights the diverse roles of miRNAs in controlling the flowering process and flower development, in combination with potential biotechnological applications for miRNAs implicated in flower regulation.
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Affiliation(s)
- Saquib Waheed
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 35002, China;
- Institute of Genetics and Breeding in Horticultural Plants, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lihui Zeng
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 35002, China;
- Institute of Genetics and Breeding in Horticultural Plants, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Correspondence: or
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Prall W, Sharma B, Gregory BD. Transcription Is Just the Beginning of Gene Expression Regulation: The Functional Significance of RNA-Binding Proteins to Post-transcriptional Processes in Plants. PLANT & CELL PHYSIOLOGY 2019; 60:1939-1952. [PMID: 31155676 DOI: 10.1093/pcp/pcz067] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 04/03/2019] [Indexed: 06/09/2023]
Abstract
Plants have developed sophisticated mechanisms to compensate and respond to ever-changing environmental conditions. Research focus in this area has recently shifted towards understanding the post-transcriptional mechanisms that contribute to RNA transcript maturation, abundance and function as key regulatory steps in allowing plants to properly react and adapt to these never-ending shifts in their environments. At the center of these regulatory mechanisms are RNA-binding proteins (RBPs), the functional mediators of all post-transcriptional processes. In plants, RBPs are becoming increasingly appreciated as the critical modulators of core cellular processes during development and in response to environmental stimuli. With the majority of research on RBPs and their functions historically in prokaryotic and mammalian systems, it has more recently been unveiled that plants have expanded families of conserved and novel RBPs compared with their eukaryotic counterparts. To better understand the scope of RBPs in plants, we present past and current literature detailing specific roles of RBPs during stress response, development and other fundamental transition periods. In this review, we highlight examples of complex regulation coordinated by RBPs with a focus on the diverse mechanisms of plant RBPs and the unique processes they regulate. Additionally, we discuss the importance for additional research into understanding global interactions of RBPs on a systems and network-scale, with genome mining and annotation providing valuable insight for potential uses in improving crop plants in order to maintain high-level production in this era of global climate change.
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Affiliation(s)
- Wil Prall
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Bishwas Sharma
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian D Gregory
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
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Li XY, Guo F, Ma SY, Zhu MY, Pan WH, Bian HW. Regulation of flowering time via miR172-mediated APETALA2-like expression in ornamental gloxinia (Sinningia speciosa). J Zhejiang Univ Sci B 2019; 20:322-331. [PMID: 30932377 PMCID: PMC6454313 DOI: 10.1631/jzus.b1800003] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 06/19/2018] [Indexed: 01/14/2023]
Abstract
We investigated the microRNA172 (miR172)-mediated regulatory network for the perception of changes in external and endogenous signals to identify a universally applicable floral regulation system in ornamental plants, manipulation of which could be economically beneficial. Transgenic gloxinia plants, in which miR172 was either overexpressed or suppressed, were generated using Agrobacterium-mediated transformation. They were used to study the effect of altering the expression of this miRNA on time of flowering and to identify its mRNA target. Early or late flowering was observed in transgenic plants in which miR172 was overexpressed or suppressed, respectively. A full-length complementary DNA (cDNA) of gloxinia (Sinningia speciosa) APETALA2-like (SsAP2-like) was identified as a target of miR172. The altered expression levels of miR172 caused up- or down-regulation of SsAP2-like during flower development, which affected the time of flowering. Quantitative real-time reverse transcription PCR analysis of different gloxinia tissues revealed that the accumulation of SsAP2-like was negatively correlated with the expression of miR172a, whereas the expression pattern of miR172a was negatively correlated with that of miR156a. Our results suggest that transgenic manipulation of miR172 could be used as a universal strategy for regulating time of flowering in ornamental plants.
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Affiliation(s)
- Xiao-yan Li
- Institute of Genetic and Regenerative Biology, Key Laboratory for Cell and Gene Engineering of Zhejiang Province, Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
- College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China
| | - Fu Guo
- Institute of Genetic and Regenerative Biology, Key Laboratory for Cell and Gene Engineering of Zhejiang Province, Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Sheng-yun Ma
- Institute of Genetic and Regenerative Biology, Key Laboratory for Cell and Gene Engineering of Zhejiang Province, Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Mu-yuan Zhu
- Institute of Genetic and Regenerative Biology, Key Laboratory for Cell and Gene Engineering of Zhejiang Province, Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Wei-huai Pan
- College of Life Sciences, Shaoxing University, Shaoxing 312000, China
| | - Hong-wu Bian
- Institute of Genetic and Regenerative Biology, Key Laboratory for Cell and Gene Engineering of Zhejiang Province, Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
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Zhou L, Quan S, Xu H, Ma L, Niu J. Identification and Expression of miRNAs Related to Female Flower Induction in Walnut ( Juglans regia L.). Molecules 2018; 23:molecules23051202. [PMID: 29772800 PMCID: PMC6099546 DOI: 10.3390/molecules23051202] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 05/08/2018] [Accepted: 05/15/2018] [Indexed: 11/16/2022] Open
Abstract
Flower induction is an essential stage in walnut (Juglans regia L.) trees, directly affecting yield, yield stability, fruit quality and commodity value. The objective of this study was to identify miRNAs related to female flower induction via high-throughput sequencing and bioinformatics analysis. A total of 123 miRNAs were identified including 51 known miRNAs and 72 novel miRNAs. Differential expression was observed in 19 of the known miRNAs and 34 of the novel miRNAs. Twelve miRNAs were confirmed by RT-qPCR. A total of 1339 target genes were predicted for the differentially expressed miRNAs. The functions of 616 of those target genes had been previously annotated. The target genes of the differentially expressed miRNAs included: (i) floral homeotic protein APETALA 2 (AP2) and ethylene-responsive transcription factor RAP2-7 which were targeted by jre-miRn69; (ii) squamosa promoter-binding protein 1 (SPB1) and various SPLs (squamosa promoter-binding-like protein) which were targeted by jre-miR157a-5p; (iii) various hormone response factors which were targeted by jre-miR160a-5p (ARF18) and jre-miR167a-5p (ARF8) and (iv) transcription factor SCL6 which was targeted by jre-miR171b-3p, jre-miRn46 and jre-miRn49. The KEGG pathway analysis of the target genes indicated that the differentially expressed miRNAs were mainly enriched to ubiquitin mediated proteolysis, RNA degradation and various carbohydrate metabolism pathways. Many miRNAs were detected in J. regia during female flower induction. Some miRNAs (jre-miR157a-5p, jre-miR160a-5p, jre-miR167a-5p, miR171b-3p jre-miRn69 and jre-miRn49) were involved in female flower induction. The results of this experiment will contribute valuable information for further research about the function of miRNAs in flower induction of J. regia and other fruit trees.
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Affiliation(s)
- Li Zhou
- Department of Horticulture, College of Agriculture, Shihezi University, Shihezi 832003, Xinjiang, China.
- Xinjiang Production and Construction Corps Key Laboratory of Special Fruits and Vegetables Cultivation Physiology and Germplasm Resources Utilization, Shihezi 832003, Xinjiang, China.
| | - Shaowen Quan
- Department of Horticulture, College of Agriculture, Shihezi University, Shihezi 832003, Xinjiang, China.
- Xinjiang Production and Construction Corps Key Laboratory of Special Fruits and Vegetables Cultivation Physiology and Germplasm Resources Utilization, Shihezi 832003, Xinjiang, China.
| | - Hang Xu
- Department of Horticulture, College of Agriculture, Shihezi University, Shihezi 832003, Xinjiang, China.
- Xinjiang Production and Construction Corps Key Laboratory of Special Fruits and Vegetables Cultivation Physiology and Germplasm Resources Utilization, Shihezi 832003, Xinjiang, China.
| | - Li Ma
- Department of Horticulture, College of Agriculture, Shihezi University, Shihezi 832003, Xinjiang, China.
- Xinjiang Production and Construction Corps Key Laboratory of Special Fruits and Vegetables Cultivation Physiology and Germplasm Resources Utilization, Shihezi 832003, Xinjiang, China.
| | - Jianxin Niu
- Department of Horticulture, College of Agriculture, Shihezi University, Shihezi 832003, Xinjiang, China.
- Xinjiang Production and Construction Corps Key Laboratory of Special Fruits and Vegetables Cultivation Physiology and Germplasm Resources Utilization, Shihezi 832003, Xinjiang, China.
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Zhang Y, Gu L, Hou Y, Wang L, Deng X, Hang R, Chen D, Zhang X, Zhang Y, Liu C, Cao X. Integrative genome-wide analysis reveals HLP1, a novel RNA-binding protein, regulates plant flowering by targeting alternative polyadenylation. Cell Res 2015; 25:864-76. [PMID: 26099751 PMCID: PMC4493284 DOI: 10.1038/cr.2015.77] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Revised: 04/17/2015] [Accepted: 05/25/2015] [Indexed: 12/19/2022] Open
Abstract
Alternative polyadenylation (APA) is a widespread mechanism for gene regulation and has been implicated in flowering, but the molecular basis governing the choice of a specific poly(A) site during the vegetative-to-reproductive growth transition remains unclear. Here we characterize HLP1, an hnRNP A/B protein as a novel regulator for pre-mRNA 3′-end processing in Arabidopsis. Genetic analysis reveals that HLP1 suppresses Flowering Locus C (FLC), a key repressor of flowering in Arabidopsis. Genome-wide mapping of HLP1-RNA interactions indicates that HLP1 binds preferentially to A-rich and U-rich elements around cleavage and polyadenylation sites, implicating its role in 3′-end formation. We show HLP1 is significantly enriched at transcripts involved in RNA metabolism and flowering. Comprehensive profiling of the poly(A) site usage reveals that HLP1 mutations cause thousands of poly(A) site shifts. A distal-to-proximal poly(A) site shift in the flowering regulator FCA, a direct target of HLP1, leads to upregulation of FLC and delayed flowering. Our results elucidate that HLP1 is a novel factor involved in 3′-end processing and controls reproductive timing via targeting APA.
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Affiliation(s)
- Yong Zhang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Lianfeng Gu
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Yifeng Hou
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Lulu Wang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Xian Deng
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Runlai Hang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Dong Chen
- Center for Genome Analysis, ABLife Inc., Novonest Building, 8 Nanhu Avenue, East Lake Hi-Tech Development Zone, Wuhan, Hubei 430064, China
| | - Xiansheng Zhang
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Yi Zhang
- Center for Genome Analysis, ABLife Inc., Novonest Building, 8 Nanhu Avenue, East Lake Hi-Tech Development Zone, Wuhan, Hubei 430064, China
| | - Chunyan Liu
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Xiaofeng Cao
- 1] State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China [2] Collaborative Innovation Center of Genetics and Development, Shanghai 200433, China
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10
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Köster T, Meyer K, Weinholdt C, Smith LM, Lummer M, Speth C, Grosse I, Weigel D, Staiger D. Regulation of pri-miRNA processing by the hnRNP-like protein AtGRP7 in Arabidopsis. Nucleic Acids Res 2014; 42:9925-36. [PMID: 25104024 PMCID: PMC4150807 DOI: 10.1093/nar/gku716] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The hnRNP-like glycine-rich RNA-binding protein AtGRP7 regulates pre-mRNA splicing in Arabidopsis. Here we used small RNA-seq to show that AtGRP7 also affects the miRNA inventory. AtGRP7 overexpression caused a significant reduction in the level of 30 miRNAs and an increase for 14 miRNAs with a minimum log2 fold change of ± 0.5. Overaccumulation of several pri-miRNAs including pri-miR398b, pri-miR398c, pri-miR172b, pri-miR159a and pri-miR390 at the expense of the mature miRNAs suggested that AtGRP7 affects pri-miRNA processing. Indeed, RNA immunoprecipitation revealed that AtGRP7 interacts with these pri-miRNAs in vivo. Mutation of an arginine in the RNA recognition motif abrogated in vivo binding and the effect on miRNA and pri-miRNA levels, indicating that AtGRP7 inhibits processing of these pri-miRNAs by direct binding. In contrast, pri-miRNAs of selected miRNAs that were elevated or not changed in response to high AtGRP7 levels were not bound in vivo. Reduced accumulation of miR390, an initiator of trans-acting small interfering RNA (ta-siRNA) formation, also led to lower TAS3 ta-siRNA levels and increased mRNA expression of the target AUXIN RESPONSE FACTOR4. Furthermore, AtGRP7 affected splicing of pri-miR172b and pri-miR162a. Thus, AtGRP7 is an hnRNP-like protein with a role in processing of pri-miRNAs in addition to its role in pre-mRNA splicing.
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Affiliation(s)
- Tino Köster
- Molecular Cell Physiology, Bielefeld University
| | - Katja Meyer
- Molecular Cell Physiology, Bielefeld University
| | - Claus Weinholdt
- Institute of Computer Science, Martin-Luther-University Halle-Wittenberg, Germany
| | - Lisa M Smith
- Max Planck Institute for Developmental Biology, Tuebingen, Germany Department of Animal & Plant Sciences, University of Sheffield, UK
| | | | - Corinna Speth
- Max Planck Institute for Developmental Biology, Tuebingen, Germany Center for Plant Molecular Biology, University of Tuebingen Chemical Genomics Centre of the Max Planck Society, Dortmund, Germany
| | - Ivo Grosse
- Institute of Computer Science, Martin-Luther-University Halle-Wittenberg, Germany German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Germany
| | - Detlef Weigel
- Max Planck Institute for Developmental Biology, Tuebingen, Germany
| | - Dorothee Staiger
- Molecular Cell Physiology, Bielefeld University Institute for Genome Research & Systems Biology, CeBiTec, Bielefeld, Germany
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11
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Spanudakis E, Jackson S. The role of microRNAs in the control of flowering time. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:365-80. [PMID: 24474808 DOI: 10.1093/jxb/ert453] [Citation(s) in RCA: 110] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The onset of flowering in plants is regulated by complex gene networks that integrate multiple environmental and endogenous cues to ensure that flowering occurs at the appropriate time. This is achieved by precise control of the expression of key flowering genes at both the transcriptional and post-transcriptional level. In recent years, a class of small non-coding RNAs, called microRNAs (miRNAs), has been shown to regulate gene expression in a number of plant developmental processes and stress responses. MiRNA-based biotechnology, which harnesses the regulatory functions of such endogenous or artificial miRNAs, therefore represents a highly promising area of research. In this review, the process of plant miRNA biogenesis, their mode of action, and multiple regulatory functions are summarized. The roles of the miR156, miR172, miR159/319, miR390, and miR399 families in the flowering time regulatory network in Arabidopsis thaliana are discussed in depth.
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12
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Ma L, Pati PK, Liu M, Li QQ, Hunt AG. High throughput characterizations of poly(A) site choice in plants. Methods 2013; 67:74-83. [PMID: 23851255 DOI: 10.1016/j.ymeth.2013.06.037] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Revised: 06/24/2013] [Accepted: 06/30/2013] [Indexed: 11/16/2022] Open
Abstract
The polyadenylation of mRNA in eukaryotes is an important biological process. In recent years, significant progress has been made in the field of mRNA polyadenylation owing to the advent of the next generation DNA sequencing technologies. The high-throughput sequencing capabilities have resulted in the direct experimental determinations of large numbers of polyadenylation sites, analysis of which has revealed a vast potential for the regulation of gene expression in eukaryotes. These collections have been generated using specialized sequencing methods that are targeted to the junction of 3'-UTR and the poly(A) tail. Here we present three variations of such a protocol that has been used for the analysis of alternative polyadenylation in plants. While all these methods use oligo-dT as an anchor to the 3'-end, they differ in the means of generating an anchor for the 5'-end in order to produce PCR products suitable for effective Illumina sequencing; the use of different methods to append 5' adapters expands the possible utility of these approaches. These methods are versatile, reproducible, and may be used for gene expression analysis as well as global determinations of poly(A) site choice.
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Affiliation(s)
- Liuyin Ma
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, USA
| | - Pratap Kumar Pati
- Department of Horticulture, University of Kentucky, Lexington, KY, USA; Department of Biotechnology, Guru Nanak Dev University, Amritsar, India
| | - Man Liu
- Department of Botany, Miami University, Oxford, OH, USA
| | - Qingshun Q Li
- Department of Botany, Miami University, Oxford, OH, USA; Key Laboratory of Ministry of Education for Coastal Wetland Ecosystem, College of the Environment and Ecology, Xiamen University, Fujian, China.
| | - Arthur G Hunt
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, USA.
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13
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Rosloski SM, Singh A, Jali SS, Balasubramanian S, Weigel D, Grbic V. Functional analysis of splice variant expression of MADS AFFECTING FLOWERING 2 of Arabidopsis thaliana. PLANT MOLECULAR BIOLOGY 2013; 81:57-69. [PMID: 23111501 PMCID: PMC3527738 DOI: 10.1007/s11103-012-9982-2] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Accepted: 10/19/2012] [Indexed: 05/19/2023]
Abstract
The MADS-AFFECTING FLOWERING 2 (MAF2) gene of Arabidopsis thaliana has been characterized as a repressor of flowering. The molecular basis of MAF2 gene function and role of alternative MAF2 transcripts in flowering time modulation is not understood. MAF2 splice variant expression was quantified in cold-acclimated plants by quantitative RT-PCR. Cold influenced the abundance of splice variants and prompted a functional study of splice forms. Individual variants were overexpressed in the Col background and were assayed for their ability to delay flowering. Overexpression of MAF2 variants 2 and 4 had limited effect on flowering time. Overexpression of MAF2 splice variant 1 resulted in early flowering and affected the expression of the endogenous MAF2 gene and its paralogues, confounding functional assessment. In the Ll-2 Arabidopsis accession, a MAF2, MAF3, MAF4 and FLC null line, MAF2 var1 was consistent in its effect on reproductive delay under ambient and reduced temperatures, indicating that it acts as a repressor of flowering.
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Affiliation(s)
| | - Anandita Singh
- Department of Molecular Biology, Max-Planck Institute for Developmental Biology, 72076 Tübingen, Germany
- Present Address: Department of Biotechnology, Faculty of Applied Science, TERI University, 10 Institutional Area, Vasant Kunj, New Delhi, 110070 India
| | | | - Sureshkumar Balasubramanian
- Department of Molecular Biology, Max-Planck Institute for Developmental Biology, 72076 Tübingen, Germany
- Present Address: School of Biological Sciences, Monash University, Clayton, VIC 3800 Australia
| | - Detlef Weigel
- Department of Molecular Biology, Max-Planck Institute for Developmental Biology, 72076 Tübingen, Germany
| | - Vojislava Grbic
- Department of Biology, Western University, London, ON N6A 5B8 Canada
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14
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Yamaguchi A, Abe M. Regulation of reproductive development by non-coding RNA in Arabidopsis: to flower or not to flower. JOURNAL OF PLANT RESEARCH 2012; 125:693-704. [PMID: 22836383 PMCID: PMC3485539 DOI: 10.1007/s10265-012-0513-7] [Citation(s) in RCA: 90] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2012] [Accepted: 07/06/2012] [Indexed: 05/18/2023]
Abstract
Plants monitor environmental factors, such as temperature and day length, and also endogenous factors, such as their age and phytohormones, to decide when to flower. These cues are utilized to control expression levels of genes required for flowering. Thus, flowering time control is a unique model for understanding how gene activity is precisely regulated at the transcriptional level. In Arabidopsis, a remarkable number of non-coding RNA molecules have been identified by advanced sequencing technology. Recent progress in the flowering field has revealed several non-coding RNAs that play a major role in determining flowering time. Here, we introduce how two types of non-coding RNA species, microRNA (miRNA) and long noncoding RNA (lncRNA), contribute to flowering via regulation of target gene activity involved in this vital developmental transition.
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Affiliation(s)
- Ayako Yamaguchi
- Laboratory of Plant Science, Department of Biological Sciences, Graduate School of Science, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033 Japan
- Present Address: Graduate School of Biostudies, Kyoto University, Yoshida Konoecho, Sakyo-ku, Kyoto, 606-8501 Japan
| | - Mitsutomo Abe
- Laboratory of Plant Science, Department of Biological Sciences, Graduate School of Science, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033 Japan
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15
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Hickey SF, Sridhar M, Westermann AJ, Qin Q, Vijayendra P, Liou G, Hammond MC. Transgene regulation in plants by alternative splicing of a suicide exon. Nucleic Acids Res 2012; 40:4701-10. [PMID: 22311854 PMCID: PMC3378873 DOI: 10.1093/nar/gks032] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 01/04/2012] [Accepted: 01/06/2012] [Indexed: 11/12/2022] Open
Abstract
Compared to transcriptional activation, other mechanisms of gene regulation have not been widely exploited for the control of transgenes. One barrier to the general use and application of alternative splicing is that splicing-regulated transgenes have not been shown to be reliably and simply designed. Here, we demonstrate that a cassette bearing a suicide exon can be inserted into a variety of open reading frames (ORFs), generating transgenes whose expression is activated by exon skipping in response to a specific protein inducer. The surprisingly minimal sequence requirements for the maintenance of splicing fidelity and regulation indicate that this splicing cassette can be used to regulate any ORF containing one of the amino acids Glu, Gln or Lys. Furthermore, a single copy of the splicing cassette was optimized by rational design to confer robust gene activation with no background expression in plants. Thus, conditional splicing has the potential to be generally useful for transgene regulation.
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Affiliation(s)
- Scott F. Hickey
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Malathy Sridhar
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Alexander J. Westermann
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Qian Qin
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Pooja Vijayendra
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Geoffrey Liou
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Ming C. Hammond
- Department of Chemistry, University of California, Berkeley, CA 94720, USA, Institute for Molecular Infection Biology, University of Würzburg, D-97080 Würzburg, Germany and Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
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16
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Marquez Y, Brown JWS, Simpson C, Barta A, Kalyna M. Transcriptome survey reveals increased complexity of the alternative splicing landscape in Arabidopsis. Genome Res 2012; 22:1184-95. [PMID: 22391557 PMCID: PMC3371709 DOI: 10.1101/gr.134106.111] [Citation(s) in RCA: 553] [Impact Index Per Article: 46.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Alternative splicing (AS) is a key regulatory mechanism that contributes to transcriptome and proteome diversity. As very few genome-wide studies analyzing AS in plants are available, we have performed high-throughput sequencing of a normalized cDNA library which resulted in a high coverage transcriptome map of Arabidopsis. We detect ∼150,000 splice junctions derived mostly from typical plant introns, including an eightfold increase in the number of U12 introns (2069). Around 61% of multiexonic genes are alternatively spliced under normal growth conditions. Moreover, we provide experimental validation of 540 AS transcripts (from 256 genes coding for important regulatory factors) using high-resolution RT-PCR and Sanger sequencing. Intron retention (IR) is the most frequent AS event (∼40%), but many IRs have relatively low read coverage and are less well-represented in assembled transcripts. Additionally, ∼51% of Arabidopsis genes produce AS transcripts which do not involve IR. Therefore, the significance of IR in generating transcript diversity was generally overestimated in previous assessments. IR analysis allowed the identification of a large set of cryptic introns inside annotated coding exons. Importantly, a significant fraction of these cryptic introns are spliced out in frame, indicating a role in protein diversity. Furthermore, we show extensive AS coupled to nonsense-mediated decay in AFC2, encoding a highly conserved LAMMER kinase which phosphorylates splicing factors, thus establishing a complex loop in AS regulation. We provide the most comprehensive analysis of AS to date which will serve as a valuable resource for the plant community to study transcriptome complexity and gene regulation.
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Affiliation(s)
- Yamile Marquez
- Max F. Perutz Laboratories, Medical University of Vienna, Vienna, Austria
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17
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Arginine methylation mediated by the Arabidopsis homolog of PRMT5 is essential for proper pre-mRNA splicing. Proc Natl Acad Sci U S A 2010; 107:19114-9. [PMID: 20956294 DOI: 10.1073/pnas.1009669107] [Citation(s) in RCA: 142] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Protein arginine methylation, one of the most abundant and important posttranslational modifications, is involved in a multitude of biological processes in eukaryotes, such as transcriptional regulation and RNA processing. Symmetric arginine dimethylation is required for snRNP biogenesis and is assumed to be essential for pre-mRNA splicing; however, except for in vitro evidence, whether it affects splicing in vivo remains elusive. Mutation in an Arabidopsis symmetric arginine dimethyltransferase, AtPRMT5, causes pleiotropic developmental defects, including late flowering, but the underlying molecular mechanism is largely unknown. Here we show that AtPRMT5 methylates a wide spectrum of substrates, including some RNA binding or processing factors and U snRNP AtSmD1, D3, and AtLSm4 proteins, which are involved in RNA metabolism. RNA-seq analyses reveal that AtPRMT5 deficiency causes splicing defects in hundreds of genes involved in multiple biological processes. The splicing defects are identified in transcripts of several RNA processing factors involved in regulating flowering time. In particular, splicing defects at the flowering regulator flowering locus KH domain (FLK) in atprmt5 mutants reduce its functional transcript and protein levels, resulting in the up-regulation of a flowering repressor flowering locus C (FLC) and consequently late flowering. Taken together, our findings uncover an essential role for arginine methylation in proper pre-mRNA splicing that impacts diverse developmental processes.
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18
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Cloning and validation of novel miRNA from basmati rice indicates cross talk between abiotic and biotic stresses. Mol Genet Genomics 2010; 282:463-74. [PMID: 20131478 DOI: 10.1007/s00438-009-0478-y] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Most of the physiological processes are controlled by the small RNAs in several organisms including plants. A huge database exists on one type of small RNA, i.e., microRNAs (miRs) identified from diverse species. However, the processes of data-mining of miRs in most of the species are still incomplete. Rice feeds the hungry trillions and hence understanding its developmental processes as well as its stress biology, which might be largely controlled by the small RNA pathways, is certainly a worthwhile task. Here, we report the cloning and identification of approximately 40 new putative miRs from local basmati rice variety in accordance to the annotation suggested by Meyers et al. (Plant Cell 20:3186-3190, 2008). About 23 sequences were derived from rice exposed to salt stress while 18 were derived from rice infected with tungro virus. A few of these putative miRs were common to both. Our data showed that at least two of these miRs were up-regulated in response to both abiotic and biotic stresses. The miR target predictions indicate that most of the putative miRs target specific metabolic processes. The up-regulation of similar miRs in response to two entirely different types of stresses suggests a converging functional role of miRs in managing various stresses. Our findings suggest that more rice miRs need to be identified and a thorough understanding of the function of such miRs will help unravel the mysteries of rice stress biology.
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19
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Båga M, Fowler DB, Chibbar RN. Identification of genomic regions determining the phenological development leading to floral transition in wheat (Triticum aestivum L.). JOURNAL OF EXPERIMENTAL BOTANY 2009; 60:3575-3585. [PMID: 19553371 PMCID: PMC2724704 DOI: 10.1093/jxb/erp199] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Revised: 05/20/2009] [Accepted: 05/21/2009] [Indexed: 05/28/2023]
Abstract
Autumn-seeded winter cereals acquire tolerance to freezing temperatures and become vernalized by exposure to low temperature (LT). The level of accumulated LT tolerance depends on the cold acclimation rate and factors controlling timing of floral transition at the shoot apical meristem. In this study, genomic loci controlling the floral transition time were mapped in a winter wheat (T. aestivum L.) doubled haploid (DH) mapping population segregating for LT tolerance and rate of phenological development. The final leaf number (FLN), days to FLN, and days to anthesis were determined for 142 DH lines grown with and without vernalization in controlled environments. Analysis of trait data by composite interval mapping (CIM) identified 11 genomic regions that carried quantitative trait loci (QTLs) for the developmental traits studied. CIM analysis showed that the time for floral transition in both vernalized and non-vernalized plants was controlled by common QTL regions on chromosomes 1B, 2A, 2B, 6A and 7A. A QTL identified on chromosome 4A influenced floral transition time only in vernalized plants. Alleles of the LT-tolerant parent, Norstar, delayed floral transition at all QTLs except at the 2A locus. Some of the QTL alleles delaying floral transition also increased the length of vegetative growth and delayed flowering time. The genes underlying the QTLs identified in this study encode factors involved in regional adaptation of cold hardy winter wheat.
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