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Fu J, McKinley B, James B, Chrisler W, Markillie LM, Gaffrey MJ, Mitchell HD, Riaz MR, Marcial B, Orr G, Swaminathan K, Mullet J, Marshall-Colon A. Cell-type-specific transcriptomics uncovers spatial regulatory networks in bioenergy sorghum stems. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:1668-1688. [PMID: 38407828 DOI: 10.1111/tpj.16690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 12/17/2023] [Accepted: 02/07/2024] [Indexed: 02/27/2024]
Abstract
Bioenergy sorghum is a low-input, drought-resilient, deep-rooting annual crop that has high biomass yield potential enabling the sustainable production of biofuels, biopower, and bioproducts. Bioenergy sorghum's 4-5 m stems account for ~80% of the harvested biomass. Stems accumulate high levels of sucrose that could be used to synthesize bioethanol and useful biopolymers if information about cell-type gene expression and regulation in stems was available to enable engineering. To obtain this information, laser capture microdissection was used to isolate and collect transcriptome profiles from five major cell types that are present in stems of the sweet sorghum Wray. Transcriptome analysis identified genes with cell-type-specific and cell-preferred expression patterns that reflect the distinct metabolic, transport, and regulatory functions of each cell type. Analysis of cell-type-specific gene regulatory networks (GRNs) revealed that unique transcription factor families contribute to distinct regulatory landscapes, where regulation is organized through various modes and identifiable network motifs. Cell-specific transcriptome data was combined with known secondary cell wall (SCW) networks to identify the GRNs that differentially activate SCW formation in vascular sclerenchyma and epidermal cells. The spatial transcriptomic dataset provides a valuable source of information about the function of different sorghum cell types and GRNs that will enable the engineering of bioenergy sorghum stems, and an interactive web application developed during this project will allow easy access and exploration of the data (https://mc-lab.shinyapps.io/lcm-dataset/).
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Affiliation(s)
- Jie Fu
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
| | - Brian McKinley
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, 77843, USA
- DOE Great Lakes Bioenergy Resource Center, Madison, Wisconsin, 53726, USA
| | - Brandon James
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - William Chrisler
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | | | - Matthew J Gaffrey
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Hugh D Mitchell
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Muhammad Rizwan Riaz
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
| | - Brenda Marcial
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - Galya Orr
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Kankshita Swaminathan
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - John Mullet
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, 77843, USA
- DOE Great Lakes Bioenergy Resource Center, Madison, Wisconsin, 53726, USA
| | - Amy Marshall-Colon
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
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Bao G, Sun G, Wang J, Shi T, Xu X, Zhai L, Bian S, Li X. Soybean RVE8a confers salt and drought tolerance in Arabidopsis. Biochem Biophys Res Commun 2024; 704:149660. [PMID: 38428303 DOI: 10.1016/j.bbrc.2024.149660] [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: 12/15/2023] [Revised: 01/26/2024] [Accepted: 02/07/2024] [Indexed: 03/03/2024]
Abstract
Soybean is an economically important crop, which often suffers various abiotic stresses. REVEILLE (RVE) genes have been generally considered as circadian oscillators to mediate diverse developmental processes and plant response to environmental stresses. Addressing their roles is of significance for utilizing them to enhance agronomic traits in crops. However, our understanding of soybean RVEs is extremely limited. In the study, we investigated the expression patterns of soybean CCA1-like genes under salt stress using our RNA-Seq data. Subsequently, a salt stress-inducible gene, GmRVE8a, was chosen for further study. Phylogenetic analysis indicated that GmRVE8a is most closely related to Arabidopsis RVE4 and RVE8. Also, GmRVE8a showed circadian expression pattern with 24 h rhythmic period, suggesting that it might be a clock-regulated gene. Moreover, transgenic Arabidopsis lines over-expressing GmRVE8a were generated. It was observed that ectopic over-expression of GmRVE8a caused a significant delay in flowering. Further observation indicated that under salt and drought stress, transgenic seedlings were stronger than wild type. Consistently, three-week-old transgenic plants grew better than wild type under salt and drought conditions, and the MDA content in transgenic lines was significantly lower than wild type, suggesting that GmRVE8a might be a positive regulator in response to salt and drought stress. Intriguingly, Y2H assay indicated that GmRVE8a physically interacted with a drought-tolerant protein, GmNAC17. Overall, our findings provided preliminary information regarding the functional roles of GmRVE8a in response to salt and drought stress.
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Affiliation(s)
- Guohua Bao
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Guoqing Sun
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Jingying Wang
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Tianran Shi
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Xiao Xu
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Lulu Zhai
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China
| | - Shaomin Bian
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China.
| | - Xuyan Li
- College of Plant Science, Jilin University, Changchun, 130062, Jilin, China.
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Wu T, Liu Z, Yu T, Zhou R, Yang Q, Cao R, Nie F, Ma X, Bai Y, Song X. Flowering genes identification, network analysis, and database construction for 837 plants. HORTICULTURE RESEARCH 2024; 11:uhae013. [PMID: 38585015 PMCID: PMC10995624 DOI: 10.1093/hr/uhae013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 01/02/2024] [Indexed: 04/09/2024]
Abstract
Flowering is one of the most important biological phenomena in the plant kingdom, which not only has important ecological significance, but also has substantial horticultural ornamental value. In this study, we undertook an exhaustive review of the advancements in our understanding of plant flowering genes. We delved into the identification and conducted comparative analyses of flowering genes across virtually all sequenced angiosperm plant genomes. Furthermore, we established an extensive angiosperm flowering atlas, encompassing a staggering 183 720 genes across eight pathways, along with 10 155 ABCDE mode genes, which play a pivotal role in plant flowering regulation. Through the examination of expression patterns, we unveiled the specificities of these flowering genes. An interaction network between flowering genes of the ABCDE model and their corresponding upstream genes offered a blueprint for comprehending their regulatory mechanisms. Moreover, we predicted the miRNA and target genes linked to the flowering processes of each species. To culminate our efforts, we have built a user-friendly web interface, named the Plant Flowering-time Gene Database (PFGD), accessible at http://pfgd.bio2db.com/. We firmly believe that this database will serve as a cornerstone in the global research community, facilitating the in-depth exploration of flowering genes in the plant kingdom. In summation, this pioneering endeavor represents the first comprehensive collection and comparative analysis of flowering genes in plants, offering valuable resources for the study of plant flowering genetics.
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Affiliation(s)
- Tong Wu
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Zhuo Liu
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Tong Yu
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Rong Zhou
- Department of Food Science, Aarhus University, Aarhus 8200, Denmark
| | - Qihang Yang
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Rui Cao
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Fulei Nie
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Xiao Ma
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
- College of Horticultural Science & Technology, Hebei Normal University of Science & Technology, Qinhuangdao, Hebei 066600, China
| | - Yun Bai
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Xiaoming Song
- School of Life Sciences/Library, North China University of Science and Technology, Tangshan, Hebei 063210, China
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Adhikari PB, Zhu S, Liu X, Huang C, Xie L, Wu X, He J, Mitsuda N, Peters B, Brownfield L, Nagawa S, Kasahara RD. Discovery of a cis-regulatory element SaeM involved in dynamic regulation of synergid-specific MYB98. FRONTIERS IN PLANT SCIENCE 2023; 14:1177058. [PMID: 37223808 PMCID: PMC10200956 DOI: 10.3389/fpls.2023.1177058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/10/2023] [Indexed: 05/25/2023]
Abstract
MYB98 is a key regulator of the genetic network behind pollen tube attraction toward the female gametophyte. MYB98 is specifically expressed in the synergid cells (SCs), a female gametophyte component cells specialized for pollen tube attraction. However, it had not been clear how exactly MYB98 achieves this specific expression pattern. In the current study, we have determined that a normal SC-specific expression of MYB98 is dependent on a 16-bp-long cis-regulatory element, CATTTACACATTAAAA, freshly named as the "S ynergid-specific A ctivation E lement of M YB98" (SaeM). An 84 bp fragment harboring SaeM in the middle was sufficient to drive exclusively SC-specific expression. The element was present in a significantly large proportion of SC-specific gene promoters and in the promoter of MYB98 homologous genes in the Brassicaceae (pMYB98s). Significance of such family-wide SaeM-like element conservation in exclusive SC-specific expression was confirmed by the Arabidopsis-like activation feature of Brassica oleracea-derived pMYB98 and absence of such feature of pMYB98 derived from a non-Brassicaceae member Prunus persica. Additionally, the yeast-one-hybrid assay showed that the SaeM can be recognized by ANTHOCYANINLESS2 (ANL2) and DAP-seq data further suggested for additional three ANL2 homologs targeting the similar cis-element. Overall, our study has concluded that SaeM plays a crucial role in driving exclusively SC-specific expression of MYB98 and strongly suggests for the involvement of ANL2 and its homologs in its dynamic regulation in planta. Future study on the transcription factors is expected to shed more light on the mechanism behind the process.
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Affiliation(s)
- Prakash Babu Adhikari
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), Huazhong Agricultural University, Wuhan, China
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
- Horticultural Plant Biology and Metabolomics Center (HBMC), Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Shaowei Zhu
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Xiaoyan Liu
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Chen Huang
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Liyang Xie
- Horticultural Plant Biology and Metabolomics Center (HBMC), Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Xiaoyan Wu
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Jiale He
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Nobutaka Mitsuda
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Benjamin Peters
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Lynette Brownfield
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Shingo Nagawa
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
- Horticultural Plant Biology and Metabolomics Center (HBMC), Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Ryushiro Dora Kasahara
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
- Horticultural Plant Biology and Metabolomics Center (HBMC), Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
- International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan
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Zhu Q, Feng Y, Xue J, Chen P, Zhang A, Yu Y. Advances in Receptor-like Protein Kinases in Balancing Plant Growth and Stress Responses. PLANTS (BASEL, SWITZERLAND) 2023; 12:427. [PMID: 36771514 PMCID: PMC9919196 DOI: 10.3390/plants12030427] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/07/2023] [Accepted: 01/10/2023] [Indexed: 06/18/2023]
Abstract
Accompanying the process of growth and development, plants are exposed to ever-changing environments, which consequently trigger abiotic or biotic stress responses. The large protein family known as receptor-like protein kinases (RLKs) is involved in the regulation of plant growth and development, as well as in the response to various stresses. Understanding the biological function and molecular mechanism of RLKs is helpful for crop breeding. Research on the role and mechanism of RLKs has recently received considerable attention regarding the balance between plant growth and environmental adaptability. In this paper, we systematically review the classification of RLKs, the regulatory roles of RLKs in plant development (meristem activity, leaf morphology and reproduction) and in stress responses (disease resistance and environmental adaptation). This review focuses on recent findings revealing that RLKs simultaneously regulate plant growth and stress adaptation, which may pave the way for the better understanding of their function in crop improvement. Although the exact crosstalk between growth constraint and plant adaptation remains elusive, a profound study on the adaptive mechanisms for decoupling the developmental processes would be a promising direction for the future research.
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Affiliation(s)
| | | | | | | | | | - Yang Yu
- Guangdong Key Laboratory of Crop Germplasm Resources Preservation and Utilization, Key Laboratory of South China Modern Biological Seed Industry, Ministry of Agriculture and Rural Affairs, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
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