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Wang H, Zhang J, Yao S, Cheng X, Ji K, Yu Q. Genome-Wide Identification and Expression Analysis of Members in the YT521-B Homology Domain-Containing RNA Binding Protein Family in Ginkgo biloba. PLANTS (BASEL, SWITZERLAND) 2024; 13:3589. [PMID: 39771287 PMCID: PMC11679001 DOI: 10.3390/plants13243589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 12/12/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025]
Abstract
N6-methyladenosine (m6A) is a widespread post-transcriptional modification of RNA in eukaryotes. The conserved YTH-domain-containing RNA binding protein has been widely reported to serve as a typical m6A reader in various species. However, no studies have reported the m6A readers in Ginkgo biloba (G. biloba). In this study, a systematic analysis of the m6A reader (YTH) gene family was performed on G. biloba, identifying 10 YTH genes in its genome. Phylogenetic analysis of protein-coding sequences revealed that YTH genes from G. biloba could be classified into two subgroups: GbDC1 and GbDC2 in GbDC and GbDF1-8 in GbDF, each with similar motifs and gene structures. In G. biloba, the predicated aromatic cage pocket of the YTH domains in the YTH gene family is uniformly composed of tryptophan residues (WWW). Subcellular localization experiments verified that GbDC1 is indeed localized in the nucleus, while GbDF1 is localized in both the nucleus and the cytoplasm. The expression patterns of the identified m6A reader genes showed a wide distribution but were tissue-specific. Most genes were highly expressed in leaves, followed by the stem, while the lowest expression tendency was found in the roots. Cis-regulatory element analysis predicted the possible functions of YTH genes in G. biloba, which were mainly responsive to plant hormones such as ABA and MeJA, as well as stress responses. Furthermore, the expression levels of YTH genes indeed changed significantly after ABA, MeJA, and NaCl treatments, suggesting that they can be affected by these abiotic factors. In addition, the PLAAC prediction results indicate that prion domains exist in GbDF1, GbDF2, GbDF3, GbDF4, GbDF6, GbDF7, GbDF8, and GbDC1, and phase separation is possible. This study provides a foundation for further investigation of the effects of m6A methylation on gene expression regulation in G. biloba and other forest trees.
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Affiliation(s)
- Han Wang
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Jingjing Zhang
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Sheng Yao
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Xiang Cheng
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Kongshu Ji
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Qiong Yu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
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Rehman S, Bahadur S, Xia W, Runan C, Ali M, Maqbool Z. From genes to traits: Trends in RNA-binding proteins and their role in plant trait development: A review. Int J Biol Macromol 2024; 282:136753. [PMID: 39488325 DOI: 10.1016/j.ijbiomac.2024.136753] [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: 08/01/2024] [Revised: 10/15/2024] [Accepted: 10/19/2024] [Indexed: 11/04/2024]
Abstract
RNA-binding proteins (RBPs) are essential for cellular functions by attaching to RNAs, creating dynamic ribonucleoprotein complexes (RNPs) essential for managing RNA throughout its life cycle. These proteins are critical to all post-transcriptional processes, impacting vital cellular functions during development and adaptation to environmental changes. Notably, in plants, RBPs are critical for adjusting to inconsistent environmental conditions, with recent studies revealing that plants possess, more prominent, and both novel and conserved RBP families compared to other eukaryotes. This comprehensive review delves into the varied RBPs covering their structural attributes, domain base function, and their interactions with RNA in metabolism, spotlighting their role in regulating post-transcription and splicing and their reaction to internal and external stimuli. It highlights the complex regulatory roles of RBPs, focusing on plant trait regulation and the unique functions they facilitate, establishing a foundation for appreciating RBPs' significance in plant growth and environmental response strategies.
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Affiliation(s)
- Shazia Rehman
- Sanya Nanfan Research Institution/College of Tropical Crops, Hainan University, Sanya, 572025, China
| | - Saraj Bahadur
- College of Forestry, Hainan University, Haikou 570228, China; College of Life and Health Science, Hainan University, Haikou 570228, China.
| | - Wei Xia
- Sanya Nanfan Research Institution Hainan Yazhou Bay Seed Laboratory, Sanya 572025, China.
| | - Chen Runan
- Sanya Nanfan Research Institution/College of Tropical Crops, Hainan University, Sanya, 572025, China
| | - Maroof Ali
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China
| | - Zainab Maqbool
- Botany Department, Lahore College for Women University, Lahore, Pakistan
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Singh H, Paithankar H, Poojari CS, Kaur K, Singh S, Shobhawat R, Singh P, Kumar A, Mithu VS. Structural insights to the RRM-domain of the glycine-rich RNA-binding protein from Sorghum bicolor and its role in cold stress tolerance in E. coli. Int J Biol Macromol 2024; 282:136668. [PMID: 39442831 DOI: 10.1016/j.ijbiomac.2024.136668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 10/15/2024] [Accepted: 10/15/2024] [Indexed: 10/25/2024]
Abstract
Sorghum bicolor Glycine-rich RNA-binding protein (SbGRBP), exhibit the ability to bind both single-stranded and double-stranded DNA. The expression of SbGRBP is regulated by heat stress, with the protein localizing to the nucleus and cytosol. The present study delves into the structure and ssDNA binding ability of its truncated version (SbGRBP1-119) which lacks glycine rich domain (GR). This protein has the ability to bind ssDNA Using Nuclear Magnetic Resonance (NMR) spectroscopy, we have revealed the secondary structure of SbGRBP1-119, highlighting the typical configuration of GRBPs with four β-sheets and two α-helices. Notably, we found two additional α-helices at the N-terminal region that seem to interact with ssDNA, a novel observation for GRBPs. Key residues crucial for ssDNA binding were identified, suggesting a specific interaction with the oligonucleotide sequence 5'-TTCTGG-3'. Preliminary assays hinted that SbGRBP1-119 might bolster E. coli resilience to cold stress, indicating a potential chaperone-like role under stress conditions. This study sheds light on the structural basis of SbGRBP1-119's interaction with nucleic acids, deepening our understanding about the role of GRBPs' in RNA metabolism and regulation.
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Affiliation(s)
- Harpreet Singh
- Department of Chemistry, Guru Nanak Dev University, Amritsar 143005, Punjab, India
| | - Harshad Paithankar
- Department of Biosciences and Bioengineering Indian Institute of Technology Bombay, Mumbai 400076, Maharashtra, India
| | - Chetan S Poojari
- Theoretical Physics and Centre for Biophysics, Saarland University, Saarbrücken, Germany
| | - Kirandeep Kaur
- Department of Biotechnology, Guru Nanak Dev University, Amritsar 143005, Punjab, India
| | - Supreet Singh
- Department of Biotechnology, Guru Nanak Dev University, Amritsar 143005, Punjab, India
| | - Rahul Shobhawat
- Department of Biosciences and Bioengineering Indian Institute of Technology Bombay, Mumbai 400076, Maharashtra, India
| | - Prabhjeet Singh
- Department of Biotechnology, Guru Nanak Dev University, Amritsar 143005, Punjab, India
| | - Ashutosh Kumar
- Department of Biosciences and Bioengineering Indian Institute of Technology Bombay, Mumbai 400076, Maharashtra, India.
| | - Venus Singh Mithu
- Department of NMR-based Structural Biology, Max Planck Institute of Multidisciplinary Sciences, Am Faßberg 11, Göttingen, Germany.
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Zhang J, Yao S, Cheng X, Zhao Y, Yu W, Ren X, Ji K, Yu Q. Genome-Wide Identification and Expression Analysis of the YTH Domain-Containing RNA-Binding Protein Family in Cinnamomum camphora. Int J Mol Sci 2024; 25:5960. [PMID: 38892149 PMCID: PMC11173211 DOI: 10.3390/ijms25115960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/20/2024] [Accepted: 05/25/2024] [Indexed: 06/21/2024] Open
Abstract
N6-methyladenosine (m6A) is one of the most abundant chemical modifications on mRNA in eukaryotes. RNA-binding proteins containing the YT521-B (YTH) domain play crucial roles in post-transcriptional regulation of plant growth, development, and stress response by reading the m6A mark. However, the YTH domain-containing RNA-binding protein family has not been studied in a valuable and medicinal tree such as Cinnamomum camphora (C. camphora) yet. In this study, we identified 10 YTH genes in C. camphora, located on eight out of 12 chromosomes. Phylogenetic analysis revealed that these genes can be classified into two major classes, YTHDF (CcDF) and YTHDC (CcDC). Closely related CcYTHs within the same class exhibited a similar distribution of conserved motifs and domain organization, suggesting functional similarities among these closely related CcYTHs. All CcYTH proteins possessed a highly conserved YTH domain, with CcDC1A containing an additional CCCH domain. The liquid-liquid phase separation (LLPS) predictions indicate that CcDC1A, CcDF1A, CcDF1C, CcDF3C, CcDF4C, and CcDF5C may undergo phase transitions. Quantitative expression analysis revealed that tissue-specific expression was observed fo CcYTHs. Notably, there were two genes, CcDF1A and CcDF5C; both exhibited significantly higher expression levels in various tissues than other genes, indicating that the m6A-YTH regulatory network in C. camphora might be quite distinct from that in most plants such as Arabidopsis thaliana (A. thaliana) with only one abundant YTH protein. According to the analysis of the up-stream cis-regulatory elements of these YTH genes, these genes could be closely related to stress, hormones, and development. The following stress response experiments further verified that their expression levels indeed changed under both PEG and NaCl treatments. These findings not only provide a foundation for future functional analysis of CcYTHs in C. camphora, but also provide insights into the functions of epigenetic mark m6A in forest trees.
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Affiliation(s)
- Jingjing Zhang
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Sheng Yao
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Xiang Cheng
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Yulu Zhao
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Wenya Yu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Xingyue Ren
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Kongshu Ji
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Qiong Yu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China (K.J.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland, Nanjing Forestry University, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
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Cheng X, Yao S, Zhang J, Wang D, Xu S, Yu Q, Ji K. Genome-Wide Identification and Expression Analysis of YTH Gene Family for Abiotic Stress Regulation in Camellia chekiangoleosa. Int J Mol Sci 2024; 25:3996. [PMID: 38612806 PMCID: PMC11012946 DOI: 10.3390/ijms25073996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 03/30/2024] [Accepted: 03/30/2024] [Indexed: 04/14/2024] Open
Abstract
N6-methyladenosine (m6A) is essential for RNA metabolism in cells. The YTH domain, conserved in the kingdom of Eukaryotes, acts as an m6A reader that binds m6A-containing RNA. In plants, the YTH domain is involved in plant hormone signaling, stress response regulation, RNA stability, translation, and differentiation. However, little is known about the YTH genes in tea-oil tree, which can produce edible oil with high nutritional value. This study aims to identify and characterize the YTH domains within the tea-oil tree (Camellia chekiangoleosa Hu) genome to predict their potential role in development and stress regulation. In this study, 10 members of the YTH family containing the YTH domain named CchYTH1-10 were identified from C. chekiangoleosa. Through analysis of their physical and chemical properties and prediction of subcellular localization, it is known that most family members are located in the nucleus and may have liquid-liquid phase separation. Analysis of cis-acting elements in the CchYTH promoter region revealed that these genes could be closely related to abiotic stress and hormones. The results of expression profiling show that the CchYTH genes were differentially expressed in different tissues, and their expression levels change under drought stress. Overall, these findings could provide a foundation for future research regarding CchYTHs in C. chekiangoleosa and enrich the world in terms of epigenetic mark m6A in forest trees.
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Affiliation(s)
- Xiang Cheng
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Sheng Yao
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Jingjing Zhang
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Dengbao Wang
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Shaojun Xu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Qiong Yu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
| | - Kongshu Ji
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing 210037, China; (X.C.); (S.Y.); (J.Z.); (D.W.); (S.X.)
- Key Open Laboratory of Forest Genetics and Gene Engineering of National Forestry & Grassland Administration, Nanjing 210037, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
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Ramakrishnan M, Rajan KS, Mullasseri S, Ahmad Z, Zhou M, Sharma A, Ramasamy S, Wei Q. Exploring N6-methyladenosine (m 6A) modification in tree species: opportunities and challenges. HORTICULTURE RESEARCH 2024; 11:uhad284. [PMID: 38371641 PMCID: PMC10871907 DOI: 10.1093/hr/uhad284] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 12/17/2023] [Indexed: 02/20/2024]
Abstract
N 6-methyladenosine (m6A) in eukaryotes is the most common and widespread internal modification in mRNA. The modification regulates mRNA stability, translation efficiency, and splicing, thereby fine-tuning gene regulation. In plants, m6A is dynamic and critical for various growth stages, embryonic development, morphogenesis, flowering, stress response, crop yield, and biomass. Although recent high-throughput sequencing approaches have enabled the rapid identification of m6A modification sites, the site-specific mechanism of this modification remains unclear in trees. In this review, we discuss the functional significance of m6A in trees under different stress conditions and discuss recent advancements in the quantification of m6A. Quantitative and functional insights into the dynamic aspect of m6A modification could assist researchers in engineering tree crops for better productivity and resistance to various stress conditions.
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Affiliation(s)
- Muthusamy Ramakrishnan
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, Bamboo Research Institute, Key Laboratory of National Forestry and Grassland Administration on Subtropical Forest Biodiversity Conservation, School of Life Sciences, Nanjing Forestry University, Nanjing 210037, Jiangsu, China
| | - K Shanmugha Rajan
- Department of Chemical and Structural Biology, Weizmann Institute of Science, 7610001 Rehovot, Israel
| | - Sileesh Mullasseri
- Department of Zoology, St. Albert’s College (Autonomous), Kochi 682018, Kerala, India
| | - Zishan Ahmad
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, Bamboo Research Institute, Key Laboratory of National Forestry and Grassland Administration on Subtropical Forest Biodiversity Conservation, School of Life Sciences, Nanjing Forestry University, Nanjing 210037, Jiangsu, China
| | - Mingbing Zhou
- State Key Laboratory of Subtropical Silviculture, Bamboo Industry Institute, Zhejiang A&F University, Lin’an, Hangzhou 311300, Zhejiang, China
- Zhejiang Provincial Collaborative Innovation Center for Bamboo Resources and High-Efficiency Utilization, Zhejiang A&F University, Lin’an, Hangzhou 311300, Zhejiang, China
| | - Anket Sharma
- State Key Laboratory of Subtropical Silviculture, Bamboo Industry Institute, Zhejiang A&F University, Lin’an, Hangzhou 311300, Zhejiang, China
| | - Subbiah Ramasamy
- Cardiac Metabolic Disease Laboratory, Department of Biochemistry, School of Biological Sciences, Madurai Kamaraj University, Madurai 625 021, Tamilnadu, India
| | - Qiang Wei
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, Bamboo Research Institute, Key Laboratory of National Forestry and Grassland Administration on Subtropical Forest Biodiversity Conservation, School of Life Sciences, Nanjing Forestry University, Nanjing 210037, Jiangsu, China
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Fan S, Xu X, Chen J, Yin Y, Zhao Y. Genome-wide identification, characterization, and expression analysis of m6A readers-YTH domain-containing genes in alfalfa. BMC Genomics 2024; 25:18. [PMID: 38166738 PMCID: PMC10759653 DOI: 10.1186/s12864-023-09926-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 12/18/2023] [Indexed: 01/05/2024] Open
Abstract
Eukaryotic messenger RNAs (mRNAs) are often modified with methyl groups at the N6 position of adenosine (m6A), and these changes are interpreted by YTH domain-containing proteins to regulate the metabolism of m6A-modified mRNAs. Although alfalfa (Medicago sativa) is an established model organism for forage development, the understanding of YTH proteins in alfalfa is still limited. In the present investigation, 53 putative YTH genes, each encoding a YT521 domain-containing protein, were identified within the alfalfa genome. These genes were categorized into two subfamilies: YTHDF (49 members) and YTHDC (four members). Each subfamily demonstrates analogous motif distributions and domain architectures. Specifically, proteins encoded by MsYTHDF genes incorporate a single domain structure, while those corresponding to MsYTH5, 8, 12, 16 who are identified as members of the MsYTHDC subfamily, exhibit CCCH-type zinc finger repeats at their N-termini. It is also observed that the predicted aromatic cage pocket that binds the m6A residue of MsYTHDC consists of a sequence of two tryptophan residues and one tyrosine residue (WWY). Conversely, in MsYTHDF, the binding pocket comprises two highly conserved tryptophan residues and either one tryptophan residue (WWW) or tyrosine residue (WWY) in MsYTHDF.Through comparative analysis of qRT-PCR data, we observed distinct expression patterns in specific genes under abiotic stress, indicating their potential regulatory roles. Notably, five genes (MsYTH2, 14, 26, 27, 48) consistently exhibit upregulation, and two genes (MsYTH33, 35) are downregulated in response to both cold and salt stress. This suggests a common mechanism among these YTH proteins in response to various abiotic stressors in alfalfa. Further, integrating qRT-PCR with RNA-seq data revealed that MsYTH2, MsYTH14, and MsYTH16 are highly expressed in leaves at various development stages, underscoring their potential roles in regulating the growth of these plant parts. The obtained findings shed further light on the biological functions of MsYTH genes and may aid in the selection of suitable candidate genes for future genetic enhancement endeavors aimed at improving salt and cold tolerance in alfalfa.
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Affiliation(s)
- Shugao Fan
- School of Resources and Environmental Engineering, Ludong University, Yantai, China
| | - Xiao Xu
- School of Resources and Environmental Engineering, Ludong University, Yantai, China
| | - Jianmin Chen
- School of Resources and Environmental Engineering, Ludong University, Yantai, China
| | - Yanling Yin
- School of Resources and Environmental Engineering, Ludong University, Yantai, China.
| | - Ying Zhao
- School of Resources and Environmental Engineering, Ludong University, Yantai, China.
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Hao W, Wang W, Xiao X, Sun J, Wu B, Zhao Y, Pei S, Fan W, Xu D, Qin T. Genome-Wide Identification and Evolutionary Analysis of Gossypium YTH Domain-Containing RNA-Binding Protein Family and the Role of GhYTH8 in Response to Drought Stress. PLANTS (BASEL, SWITZERLAND) 2023; 12:1198. [PMID: 36904058 PMCID: PMC10006896 DOI: 10.3390/plants12051198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 06/18/2023]
Abstract
YTH domain-containing proteins are one kind of RNA-binding protein involved in post-transcriptional regulation and play multiple roles in regulating the growth, development, and abiotic stress responses of plants. However, the YTH domain-containing RNA-binding protein family has not been previously studied in cotton. In this study, a total of 10, 11, 22, and 21 YTH genes were identified in Gossypium arboreum, Gossypium raimondii, Gossypium barbadense, and Gossypium hirsutum, respectively. These Gossypium YTH genes were categorized into three subgroups by phylogenetic analysis. The chromosomal distribution, synteny analysis, structures of Gossypium YTH genes, and the motifs of YTH proteins were analyzed. Furthermore, the cis-element of GhYTH genes promoter, miRNA targets of GhYTH genes, and subcellular localization of GhYTH8 and GhYTH16 were characterized. Expression patterns of GhYTH genes in different tissues, organs, and in response to different stresses were also analyzed. Moreover, functional verifications revealed that silencing GhYTH8 attenuated the drought tolerance in the upland cotton TM-1 line. These findings provide useful clues for the functional and evolutionary analysis of YTH genes in cotton.
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Affiliation(s)
- Wei Hao
- College of Medical Technology, Beihua University, Jilin City 132013, China
| | - Weipeng Wang
- College of Agriculture, Liaocheng University, Liaocheng 252000, China
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Science and Technology, Xinxiang 410700, China
| | - Xiangfen Xiao
- Shanghai Center for Plant Stress Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 201602, China
| | - Jialiang Sun
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Science and Technology, Xinxiang 410700, China
| | - Bingjie Wu
- College of Agriculture, Liaocheng University, Liaocheng 252000, China
| | - Yuping Zhao
- College of Agriculture, Liaocheng University, Liaocheng 252000, China
| | - Shuaishuai Pei
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Science and Technology, Xinxiang 410700, China
| | - Wenjia Fan
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Science and Technology, Xinxiang 410700, China
| | - Dongbei Xu
- College of Agronomy, Sichuan Agricultural University, Chengdu 625014, China
| | - Tengfei Qin
- College of Agriculture, Liaocheng University, Liaocheng 252000, China
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Science and Technology, Xinxiang 410700, China
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9
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Sun S, Wang B, Jiang Q, Li Z, Jia S, Wang Y, Guo H. Genome-wide analysis of BpDof genes and the tolerance to drought stress in birch ( Betula platyphylla). PeerJ 2021; 9:e11938. [PMID: 34513325 PMCID: PMC8395574 DOI: 10.7717/peerj.11938] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 07/19/2021] [Indexed: 01/23/2023] Open
Abstract
Background DNA binding with one finger (Dof) proteins are plant-specific transcription factors playing vital roles in developmental processes and stress responses in plants. Nevertheless, the characterizations, expression patterns, and functions of the Dof family under drought stress (a key determinant of plant physiology and metabolic homeostasis) in woody plants remain unclear. Methods The birch (Betula platyphylla var. mandshuric) genome and plant TFDB database were used to identify Dof gene family members in birch plants. ClustalW2 of BioEdit v7.2.1, MEGA v7.0, ExPASy ProtParam tool, Subloc, TMHMM v2.0, GSDS v2.0, MEME, TBtools, KaKs Calculator v2.0, and PlantCARE were respectively used to align the BpDof sequences, build a phylogenetic tree, identify the physicochemical properties, analyze the chromosomal distribution and synteny, and identify the cis-elements in the promoter regions of the 26 BpDof genes. Additionally, the birch seedlings were exposed to PEG6000-simulated drought stress, and the expression patterns of the BpDof genes in different tissues were analyzed by qRT-PCR. The histochemical staining and the evaluation of physiological indexes were performed to assess the plant tolerance to drought with transient overexpression of BpDof4, BpDof11, and BpDof17 genes. SPSS software and ANOVA were used to conduct all statistical analyses and determine statistically significant differences between results. Results A total of 26 BpDof genes were identified in birch via whole-genome analysis. The conserved Dof domain with a C(x)2C(x)21C(x)2C zinc finger motif was present in all BpDof proteins. These birch BpDofs were classified into four groups (A to D) according to the phylogenetic analysis of Arabidopsis thaliana Dof genes. BpDof proteins within the same group mostly possessed similar motifs, as detected by conserved motif analysis. The exon–intron analysis revealed that the structures of BpDof genes differed, indicating probable gene gain and lose during the BpDof evolution. The chromosomal distribution and synteny analysis showed that the 26 BpDofs were unevenly distributed on 14 chromosomes, and seven duplication events among six chromosomes were found. Cis-acting elements were abundant in the promoter regions of the 26 BpDof genes. qRT-PCR revealed that the expression of the 26 BpDof genes was differentially regulated by drought stress among roots, stems, and leaves. Most BpDof genes responded to drought stress, and BpDof4, BpDof11, and BpDof17 were significantly up-regulated. Therefore, plants overexpressing these three genes were generated to investigate drought stress tolerance. The BpDof4-, BpDof11-, and BpDof17-overexpressing plants showed promoted reactive oxygen species (ROS) scavenging capabilities and less severe cell damage, suggesting that they conferred enhanced drought tolerance in birch. This study provided an in-depth insight into the structure, evolution, expression, and function of the Dof gene family in plants.
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Affiliation(s)
- Shilin Sun
- College of Forestry, Shenyang Agricultural University, Shenyang, Liaoning, China.,The Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, China
| | - Bo Wang
- Department of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, Heilongjiang, China
| | - Qi Jiang
- Department of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, Heilongjiang, China
| | - Zhuoran Li
- College of Forestry, Shenyang Agricultural University, Shenyang, Liaoning, China.,The Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, China
| | - Site Jia
- College of Forestry, Shenyang Agricultural University, Shenyang, Liaoning, China.,The Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, China
| | - Yucheng Wang
- College of Forestry, Shenyang Agricultural University, Shenyang, Liaoning, China.,The Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, China
| | - Huiyan Guo
- College of Forestry, Shenyang Agricultural University, Shenyang, Liaoning, China.,The Key Laboratory of Forest Tree Genetics, Breeding and Cultivation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, China
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10
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Plants' Epigenetic Mechanisms and Abiotic Stress. Genes (Basel) 2021; 12:genes12081106. [PMID: 34440280 PMCID: PMC8394019 DOI: 10.3390/genes12081106] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 12/28/2022] Open
Abstract
Plants are sessile organisms that need to adapt to constantly changing environmental conditions. Unpredictable climate change places plants under a variety of abiotic stresses. Studying the regulation of stress-responsive genes can help to understand plants’ ability to adapt to fluctuating environmental conditions. Changes in epigenetic marks such as histone modifications and DNA methylation are known to regulate gene expression by their dynamic variation in response to stimuli. This can then affect their phenotypic plasticity, which helps with the adaptation of plants to adverse conditions. Epigenetic marks may also provide a mechanistic basis for stress memory, which enables plants to respond more effectively and efficiently to recurring stress and prepare offspring for potential future stresses. Studying epigenetic changes in addition to genetic factors is important to better understand the molecular mechanisms underlying plant stress responses. This review summarizes the epigenetic mechanisms behind plant responses to some main abiotic stresses.
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11
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Plant RNA Binding Proteins as Critical Modulators in Drought, High Salinity, Heat, and Cold Stress Responses: An Updated Overview. Int J Mol Sci 2021; 22:ijms22136731. [PMID: 34201749 PMCID: PMC8269355 DOI: 10.3390/ijms22136731] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 06/21/2021] [Accepted: 06/22/2021] [Indexed: 02/07/2023] Open
Abstract
Plant abiotic stress responses are tightly regulated by different players at multiple levels. At transcriptional or post-transcriptional levels, several RNA binding proteins (RBPs) regulate stress response genes through RNA metabolism. They are increasingly recognized as critical modulators of a myriad of biological processes, including stress responses. Plant RBPs are heterogeneous with one or more conservative RNA motifs that constitute canonical/novel RNA binding domains (RBDs), which can bind to target RNAs to determine their regulation as per the plant requirements at given environmental conditions. Given its biological significance and possible consideration as a potential tool in genetic manipulation programs to improve key agronomic traits amidst frequent episodes of climate anomalies, studies concerning the identification and functional characterization of RBP candidate genes are steadily mounting. This paper presents a comprehensive overview of canonical and novel RBPs and their functions in major abiotic stresses including drought, heat, salt, and cold stress conditions. To some extent, we also briefly describe the basic motif structure of RBPs that would be useful in forthcoming studies. Additionally, we also collected RBP genes that were modulated by stress, but that lacked functional characterization, providing an impetus to conduct further research.
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12
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Tang J, Yang J, Duan H, Jia G. ALKBH10B, an mRNA m 6A Demethylase, Modulates ABA Response During Seed Germination in Arabidopsis. FRONTIERS IN PLANT SCIENCE 2021; 12:712713. [PMID: 34386031 PMCID: PMC8353332 DOI: 10.3389/fpls.2021.712713] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/06/2021] [Indexed: 05/16/2023]
Abstract
As the most abundant and reversible chemical modification in eukaryotic mRNA, the epitranscriptomic mark N 6-methyladenine (m6A) regulates plant development and stress response. We have previously characterized that ALKBH10B is an Arabidopsis mRNA m6A demethylase and regulates floral transition. However, it is unclear whether ALKBH10B plays a role in abiotic stress response. Here, we found that the expression of ALKBH10B is increased in response to abscisic acid (ABA), osmotic, and salt stress. The alkbh10b mutants showed hypersensitive to ABA, osmotic, and salt stress during seed germination. Transcriptome analysis revealed that the expression of several ABA response genes is upregulated in alkbh10b-1 than that of wild type, indicating ALKBH10B negatively affects the ABA signaling. Furthermore, m6A sequencing showed that ABA signaling genes, including PYR1, PYL7, PYL9, ABI1, and SnRK2.2 are m6A hypermethylated in alkbh10b-1 after ABA treatment. Taken together, our work demonstrated that ALKBH10B negatively modulates ABA response during seed germination in Arabidopsis.
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13
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Sun J, Bie XM, Wang N, Zhang XS, Gao XQ. Genome-wide identification and expression analysis of YTH domain-containing RNA-binding protein family in common wheat. BMC PLANT BIOLOGY 2020; 20:351. [PMID: 32713350 PMCID: PMC7384225 DOI: 10.1186/s12870-020-02505-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/18/2020] [Indexed: 05/10/2023]
Abstract
BACKGROUND N6-Methyladenosine (m6A) is the most widespread RNA modification that plays roles in the regulation of genes and genome stability. YT521-B homology (YTH) domain-containing RNA-binding proteins are important RNA binding proteins that affect the fate of m6A-containing RNA by binding m6A. Little is known about the YTH genes in common wheat (Triticum aestivum L.), one of the most important crops for humans. RESULTS A total of 39 TaYTH genes were identified in common wheat, which are comprised of 13 homologous triads, and could be mapped in 18 out of the 21 chromosomes. A phylogenetic analysis revealed that the TaYTHs could be divided into two groups: YTHDF (TaDF) and YTHDC (TaDC). The TaYTHs in the same group share similar motif distributions and domain organizations, which indicates functional similarity between the closely related TaYTHs. The TaDF proteins share only one domain, which is the YTH domain. In contrast, the TaDCs possess three C3H1-type zinc finger repeats at their N-termini in addition to their central YTH domain. In TaDFs, the predicated aromatic cage pocket that binds the methylysine residue of m6A is composed of tryptophan, tryptophan, and tryptophan (WWW). In contrast, the aromatic cage pocket in the TaDCs is composed of tryptophan, tryptophan, and tyrosine (WWY). In addition to the general aspartic acid or asparagine residue used to form a hydrogen bond with N1 of m6A, histidine might be utilized in some TaDFb proteins. An analysis of the expression using both online RNA-Seq data and quantitative real-time PCR verification revealed that the TaDFa and TaDFb genes are highly expressed in various tissues/organs compared with that of TaDFcs and TaDCs. In addition, the expression of the TaYTH genes is changed in response to various abiotic stresses. CONCLUSIONS In this study, we identified 39 TaYTH genes from common wheat. The phylogenetic structure, chromosome distribution, and patterns of expression of these genes and their protein structures were analyzed. Our results provide a foundation for the functional analysis of TaYTHs in the future.
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Affiliation(s)
- Jing Sun
- National Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, China
| | - Xiao Min Bie
- National Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, China
| | - Ning Wang
- National Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, China
| | - Xian Sheng Zhang
- National Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, China
| | - Xin-Qi Gao
- National Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, China.
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14
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Chmielowska-Bąk J, Arasimowicz-Jelonek M, Deckert J. In search of the mRNA modification landscape in plants. BMC PLANT BIOLOGY 2019; 19:421. [PMID: 31610789 PMCID: PMC6791028 DOI: 10.1186/s12870-019-2033-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 09/12/2019] [Indexed: 05/09/2023]
Abstract
BACKGROUND Precise regulation of gene expression is indispensable for the proper functioning of organisms in both optimal and challenging conditions. The most commonly known regulative mechanisms include the modulation of transcription, translation and adjustment of the transcript, and protein half-life. New players have recently emerged in the arena of gene expression regulators - chemical modifications of mRNAs. MAIN TEXT The latest studies show that modified ribonucleotides affect transcript splicing, localization, secondary structures, interaction with other molecules and translation efficiency. Thus far, attention has been focused mostly on the most widespread mRNA modification - adenosine methylation at the N6 position (m6A). However, initial reports on the formation and possible functions of other modified ribonucleotides, such as cytosine methylated at the 5' position (m5C), 8-hydroxyguanosine (8-OHG) and 8-nitroguanosine (8-NO2G), have started to appear in the literature. Additionally, some reports indicate that pseudouridine (Ψ) is present in mRNAs and might perform important regulatory functions in eukaryotic cells. The present review summarizes current knowledge regarding the above-mentioned modified ribonucleotides (m6A, m5C, 8-OHG, 8-NO2G) in transcripts across various plant species, including Arabidopsis, rice, sunflower, wheat, soybean and potato. CONCLUSIONS Chemical modifications of ribonucleotides affect mRNA stability and translation efficiency. They thus constitute a newly discovered layer of gene expression regulation and have a profound effect on the development and functioning of various organisms, including plants.
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Affiliation(s)
- Jagna Chmielowska-Bąk
- Department of Plant Ecophysiology, Institute of Experimental Biology, Faculty of Biology, Adam Mickiewicz University, ul. Uniwersytetu Poznańskiego 6, 61-614, Poznań, Poland.
| | - Magdalena Arasimowicz-Jelonek
- Department of Plant Ecophysiology, Institute of Experimental Biology, Faculty of Biology, Adam Mickiewicz University, ul. Uniwersytetu Poznańskiego 6, 61-614, Poznań, Poland
| | - Joanna Deckert
- Department of Plant Ecophysiology, Institute of Experimental Biology, Faculty of Biology, Adam Mickiewicz University, ul. Uniwersytetu Poznańskiego 6, 61-614, Poznań, Poland
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15
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Moghimi N, Desai JS, Bheemanahalli R, Impa SM, Vennapusa AR, Sebela D, Perumal R, Doherty CJ, Jagadish SVK. New candidate loci and marker genes on chromosome 7 for improved chilling tolerance in sorghum. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:3357-3371. [PMID: 30949711 DOI: 10.1093/jxb/erz143] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 03/20/2019] [Indexed: 06/09/2023]
Abstract
Sorghum is often exposed to suboptimal low temperature stress under field conditions, particularly at the seedling establishment stage. Enhancing chilling tolerance will facilitate earlier planting and so minimize the negative impacts of other stresses experienced at later growth stages. Genome-wide association mapping was performed on a sorghum association panel grown under control (30/20 °C; day/night) and chilling (20/10 °C) conditions. Genomic regions on chromosome 7, controlling the emergence index and seedling (root and shoot) vigor, were associated with increased chilling tolerance but they did not co-localize with undesirable tannin content quantitative trait loci (QTLs). Shoot and root samples from highly contrasting haplotype pairs expressing differential responses to chilling stress were used to identify candidate genes. Three candidate genes (an alpha/beta hydrolase domain protein, a DnaJ/Hsp40 motif-containing protein, and a YTH domain-containing RNA-binding protein) were expressed at significantly higher levels under chilling stress in the tolerant haplotype compared with the sensitive haplotype and BTx623. Moreover, two CBF/DREB1A transcription factors on chromosome 2 showed a divergent response to chilling in the contrasting haplotypes. These studies identify haplotype differences on chromosome 7 that modulate chilling tolerance by either regulating CBF or feeding back into this signaling pathway. We have identified new candidate genes that will be useful markers in ongoing efforts to develop tannin-free chilling-tolerant sorghum hybrids.
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Affiliation(s)
- Naghmeh Moghimi
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Jigar S Desai
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC, USA
| | | | - Somayanda M Impa
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | | | - David Sebela
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Ramasamy Perumal
- Agricultural Research Center, Kansas State University, Hays, KS, USA
| | - Colleen J Doherty
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC, USA
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