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Fan C, Li Y, Zhang J, Zhao Y, Zhang Y, Zhu J, Gao X, Liang Y, Qiu Y, Song J, Wang G. Multi-Omics Revealed Regulatory Mechanisms Underlying the Flowering of Ferula sinkiangensis across Three Dimensions. Genes (Basel) 2024; 15:1275. [PMID: 39457399 PMCID: PMC11508013 DOI: 10.3390/genes15101275] [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: 09/04/2024] [Revised: 09/22/2024] [Accepted: 09/24/2024] [Indexed: 10/28/2024] Open
Abstract
Backgroud/Objectives: Ferula spp. is an essential crop in Central Asia with pronounced economic benefits governed by its flowering process. However, the mechanisms of the flowering phenotype remain unclear. Methods: In this study, using F. sinkiangensis as a model plant, we integrated transcriptome, proteome, and metabolome analyses to compare the multilayer differences in leaves and roots of plants with flowering and unflowering phenotypes. Results: We found that several variations in the transcriptome, proteome, and metabolome were closely associated with flowering. The Photosynthesis and Phenylpropanoid biosynthesis pathways in plants with the flowering phenotype were more active. Additionally, three flowering genes, named FL2-FL4, were upregulated in the leaves of flowering plants. Notably, six transcription factors were potentially responsible for regulating the expression of FL2-FL4 in the leaves to mediate flowering process of F. sinkiangensis. Moreover, genes relevant to Photosynthesis and Phenylpropanoid biosynthesis were also involved in regulating the expression of FL2-FL4 in flowering plants. Conclusions: The active regulation network together with Photosynthesis and Phenylpropanoid biosynthesis were essential for inducing the expression of flowering-related genes in leaves to promote the flowering process of F. sinkiangensis.
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Affiliation(s)
- Congzhao Fan
- Key Laboratory of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Science & Peking Union Medical College, Beijing 100193, China; (C.F.); (Y.L.); (J.S.)
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science, and Technology, Xinjiang University, Urumqi 830017, China; (Y.Z.); (X.G.); (Y.L.)
| | - Yanfei Li
- Key Laboratory of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Science & Peking Union Medical College, Beijing 100193, China; (C.F.); (Y.L.); (J.S.)
| | - Jizhao Zhang
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
| | - Yaqin Zhao
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
| | - Yigong Zhang
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science, and Technology, Xinjiang University, Urumqi 830017, China; (Y.Z.); (X.G.); (Y.L.)
| | - Jun Zhu
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
| | - Xingwang Gao
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science, and Technology, Xinjiang University, Urumqi 830017, China; (Y.Z.); (X.G.); (Y.L.)
| | - Yan Liang
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science, and Technology, Xinjiang University, Urumqi 830017, China; (Y.Z.); (X.G.); (Y.L.)
| | - Yuanjin Qiu
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
| | - Jingyuan Song
- Key Laboratory of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Institute of Medicinal Plant Development, Chinese Academy of Medical Science & Peking Union Medical College, Beijing 100193, China; (C.F.); (Y.L.); (J.S.)
| | - Guoping Wang
- Xinjiang Key Laboratory of Chinese Materia Medica and Ethnic Materia Medica, Xinjiang Institute of Chinese Materia Medica and Ethnical Materia, Urumqi 830011, China; (J.Z.); (Y.Z.); (J.Z.); (Y.Q.)
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Li Q, Zhang H, Yang Y, Tang K, Yang Y, Ouyang W, Du G. Genome-Wide Identification of NAC Family Genes and Their Expression Analyses in Response to Osmotic Stress in Cannabis sativa L. Int J Mol Sci 2024; 25:9466. [PMID: 39273412 PMCID: PMC11394811 DOI: 10.3390/ijms25179466] [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: 08/06/2024] [Revised: 08/25/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
NAC (NAM, ATAF1/2, and CUC2) transcription factors are unique and essential for plant growth and development. Although the NAC gene family has been identified in a wide variety of plants, its chromosomal location and function in Cannabis sativa are still unknown. In this study, a total of 69 putative CsNACs were obtained, and chromosomal location analysis indicated that the CsNAC genes mapped unevenly to 10 chromosomes. Phylogenetic analyses showed that the 69 CsNACs could be divided into six subfamilies. Additionally, the CsNAC genes in group IV-a are specific to Cannabis sativa and contain a relatively large number of exons. Promoter analysis revealed that most CsNAC promoters contained cis-elements related to plant hormones, the light response, and abiotic stress. Furthermore, transcriptome expression profiling revealed that 24 CsNAC genes in two Cannabis sativa cultivars (YM1 and YM7) were significantly differentially expressed under osmotic stress, and these 12 genes presented differential expression patterns across different cultivars according to quantitative real-time PCR (RT-qPCR) analysis. Among these, the genes homologous to the CsNAC18, CsNAC24, and CsNAC61 genes have been proven to be involved in the response to abiotic stress and might be candidate genes for further exploration to determine their functions. The present study provides a comprehensive insight into the sequence characteristics, structural properties, evolutionary relationships, and expression patterns of NAC family genes under osmotic stress in Cannabis sativa and provides a basis for further functional characterization of CsNAC genes under osmotic stress to improve agricultural traits in Cannabis sativa.
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Affiliation(s)
- Qi Li
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Hanxue Zhang
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Yulei Yang
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Kailei Tang
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Yang Yang
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Wenjing Ouyang
- School of Agriculture, Yunnan University, Kunming 650500, China
| | - Guanghui Du
- School of Agriculture, Yunnan University, Kunming 650500, China
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de Faria Melo CC, Amaral DS, de Moura Zanine A, de Jesus Ferreira D, de Mello Prado R, de Cássia Piccolo M. Nanosilica enhances morphogenic and chemical parameters of Megathyrsus maximus grass under conditions of phosphorus deficiency and excess stress in different soils. BMC PLANT BIOLOGY 2023; 23:497. [PMID: 37845606 PMCID: PMC10580593 DOI: 10.1186/s12870-023-04521-3] [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: 07/03/2023] [Accepted: 10/10/2023] [Indexed: 10/18/2023]
Abstract
Phosphorus (P) imbalances are a recurring issue in cultivated soils with pastures across diverse regions. In addition to P deficiency, the prevalence of excess P in soil has escalated, resulting in damage to pasture yield. In response to this reality, there is a need for well-considered strategies, such as the application of silicon (Si), a known element for alleviating plant stress. However, the influence of Si on the morphogenetic and chemical attributes of forage grasses grown in various soils remains uncertain. Consequently, this study aimed to assess the impact of P deficiency and excess on morphogenetic and chemical parameters, as well as digestibility, in Zuri guinea grass cultivated in Oxisol and Entisol soils. It also sought to determine whether fertigation with nanosilica could mitigate the detrimental effects of these nutritional stresses. Results revealed that P deficiency led to a reduction in tiller numbers and grass protein content, along with an increase in lignin content. Conversely, P excess resulted in higher proportions of dead material and lignin, a reduced mass leaf: stem ratio in plants, and a decrease in dry matter (DM) yield. Fertigation with Si improved tillering and protein content in deficient plants. In the case of P excess, Si reduced tiller mortality and lignin content, increased the mass leaf:stem ratio, and enhanced DM yield. This approach also increased yields in plants with sufficient P levels without affecting grass digestibility. Thus, Si utilization holds promise for enhancing the growth and chemical characteristics of forage grasses under P stress and optimizing yield in well-nourished, adapted plants, promoting more sustainable pasture yields.
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Affiliation(s)
- Cíntia Cármen de Faria Melo
- Laboratory of Plant Nutrition, Department of Agricultural Production Sciences (Soil and Fertilizer Sector), School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil.
| | - Danilo Silva Amaral
- Department of Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil
| | - Anderson de Moura Zanine
- Center for Agricultural and Environmental Sciences, Department of Animal Science, Federal University of Maranhão, BR 222 km 04 Highway, Chapadinha, MA, 65500000, Brazil
| | - Daniele de Jesus Ferreira
- Center for Agricultural and Environmental Sciences, Department of Animal Science, Federal University of Maranhão, BR 222 km 04 Highway, Chapadinha, MA, 65500000, Brazil
| | - Renato de Mello Prado
- Laboratory of Plant Nutrition, Department of Agricultural Production Sciences (Soil and Fertilizer Sector), School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil
| | - Marisa de Cássia Piccolo
- Laboratory of Nutrient Cycling, Center of Nuclear Energy in Agriculture, University of São Paulo (USP), 303 Centenário Avenue, Piracicaba, SP, 13400970, Brazil
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Straube J, Suvarna S, Chen YH, Khanal BP, Knoche M, Debener T. Time course of changes in the transcriptome during russet induction in apple fruit. BMC PLANT BIOLOGY 2023; 23:457. [PMID: 37775771 PMCID: PMC10542230 DOI: 10.1186/s12870-023-04483-6] [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: 05/05/2023] [Accepted: 09/22/2023] [Indexed: 10/01/2023]
Abstract
BACKGROUND Russeting is a major problem in many fruit crops. Russeting is caused by environmental factors such as wounding or moisture exposure of the fruit surface. Despite extensive research, the molecular sequence that triggers russet initiation remains unclear. Here, we present high-resolution transcriptomic data by controlled russet induction at very early stages of fruit development. During Phase I, a patch of the fruit surface is exposed to surface moisture. For Phase II, moisture exposure is terminated, and the formerly exposed surface remains dry. We targeted differentially expressed transcripts as soon as 24 h after russet induction. RESULTS During moisture exposure (Phase I) of 'Pinova' apple, transcripts associated with the cell cycle, cell wall, and cuticle synthesis (SHN3) decrease, while those related to abiotic stress increase. NAC35 and MYB17 were the earliest induced genes during Phase I. They are therefore linked to the initial processes of cuticle microcracking. After moisture removal (Phase II), the expression of genes related to meristematic activity increased (WOX4 within 24 h, MYB84 within 48 h). Genes related to lignin synthesis (MYB52) and suberin synthesis (MYB93, WRKY56) were upregulated within 3 d after moisture removal. WOX4 and AP2B3 are the earliest differentially expressed genes induced in Phase II. They are therefore linked to early events in periderm formation. The expression profiles were consistent between two different seasons and mirrored differences in russet susceptibility in a comparison of cultivars. Furthermore, expression profiles during Phase II of moisture induction were largely identical to those following wounding. CONCLUSIONS The combination of a unique controlled russet induction technique with high-resolution transcriptomic data allowed for the very first time to analyse the formation of cuticular microcracks and periderm in apple fruit immediately after the onset of triggering factors. This data provides valuable insights into the spatial-temporal dynamics of russeting, including the synthesis of cuticles, dedifferentiation of cells, and impregnation of cell walls with suberin and lignin.
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Affiliation(s)
- Jannis Straube
- Institute of Plant Genetics, Molecular Plant Breeding Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
- Institute of Horticultural Production Systems, Fruit Science Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Shreya Suvarna
- Institute of Plant Genetics, Molecular Plant Breeding Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Yun-Hao Chen
- Institute of Horticultural Production Systems, Fruit Science Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Bishnu P Khanal
- Institute of Horticultural Production Systems, Fruit Science Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Moritz Knoche
- Institute of Horticultural Production Systems, Fruit Science Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Thomas Debener
- Institute of Plant Genetics, Molecular Plant Breeding Section, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany.
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Jin Y, Ivanov M, Dittrich AN, Nelson AD, Marquardt S. LncRNA FLAIL affects alternative splicing and represses flowering in Arabidopsis. EMBO J 2023:e110921. [PMID: 37051749 DOI: 10.15252/embj.2022110921] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/07/2023] [Accepted: 03/09/2023] [Indexed: 04/14/2023] Open
Abstract
How the noncoding genome affects cellular functions is a key biological question. A particular challenge is to distinguish the effects of noncoding DNA elements from long noncoding RNAs (lncRNAs) that coincide at the same loci. Here, we identified the flowering-associated intergenic lncRNA (FLAIL) in Arabidopsis through early flowering flail mutants. Expression of FLAIL RNA from a different chromosomal location in combination with strand-specific RNA knockdown characterized FLAIL as a trans-acting RNA molecule. FLAIL directly binds to differentially expressed target genes that control flowering via RNA-DNA interactions through conserved sequence motifs. FLAIL interacts with protein and RNA components of the spliceosome to affect target mRNA expression through co-transcriptional alternative splicing (AS) and linked chromatin regulation. In the absence of FLAIL, splicing defects at the direct FLAIL target flowering gene LACCASE 8 (LAC8) correlated with reduced mRNA expression. Double mutant analyses support a model where FLAIL-mediated splicing of LAC8 promotes its mRNA expression and represses flowering. Our study suggests lncRNAs as accessory components of the spliceosome that regulate AS and gene expression to impact organismal development.
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Affiliation(s)
- Yu Jin
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Frederiksberg, Denmark
| | - Maxim Ivanov
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Frederiksberg, Denmark
| | | | | | - Sebastian Marquardt
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Frederiksberg, Denmark
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Zhang Z, Fang J, Zhang L, Jin H, Fang S. Genome-wide identification of bHLH transcription factors and their response to salt stress in Cyclocarya paliurus. FRONTIERS IN PLANT SCIENCE 2023; 14:1117246. [PMID: 36968403 PMCID: PMC10035414 DOI: 10.3389/fpls.2023.1117246] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
As a highly valued and multiple function tree species, the leaves of Cyclocarya paliurus are enriched in diverse bioactive substances with healthy function. To meet the requirement for its leaf production and medical use, the land with salt stress would be a potential resource for developing C. paliurus plantations due to the limitation of land resources in China. The basic helix-loop-helix (bHLH) transcription factor protein family, the second largest protein family in plants, has been found to play essential roles in the response to multiple abiotic stresses, especially salt stress. However, the bHLH gene family in C.paliurus has not been investigated. In this study, 159 CpbHLH genes were successfully identified from the whole-genome sequence data, and were classified into 26 subfamilies. Meanwhile, the 159 members were also analyzed from the aspects of protein sequences alignment, evolution, motif prediction, promoter cis-acting elements analysis and DNA binding ability. Based on transcriptome profiling under a hydroponic experiment with four salt concentrations (0%, 0.15%, 0.3%, and 0.45% NaCl), 9 significantly up- or down-regulated genes were screened, while 3 genes associated with salt response were selected in term of the GO annotation results. Totally 12 candidate genes were selected in response to salt stress. Moreover, based on expression analysis of the 12 candidate genes sampled from a pot experiment with three salt concentrations (0%, 0.2% and 0.4% NaCl), CpbHLH36/68/146 were further verified to be involved in the regulation of salt tolerance genes, which is also confirmed by protein interaction network analysis. This study was the first analysis of the transcription factor family at the genome-wide level of C. paliurus, and our findings would not only provide insight into the function of the CpbHLH gene family members involved in salt stress but also drive progress in genetic improvement for the salt tolerance of C. paliurus.
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Affiliation(s)
- Zijie Zhang
- College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Jie Fang
- College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Lei Zhang
- College of Forestry, Nanjing Forestry University, Nanjing, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing, China
| | - Huiyin Jin
- College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Shengzuo Fang
- College of Forestry, Nanjing Forestry University, Nanjing, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing, China
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Transcriptomic Analysis of Radish (Raphanus sativus L.) Roots with CLE41 Overexpression. PLANTS 2022; 11:plants11162163. [PMID: 36015466 PMCID: PMC9416626 DOI: 10.3390/plants11162163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 08/02/2022] [Accepted: 08/18/2022] [Indexed: 11/16/2022]
Abstract
The CLE41 peptide, like all other TRACHEARY ELEMENT DIFFERENTIATION INHIBITORY FACTOR (TDIF) family CLE peptides, promotes cell division in (pro-)cambium vascular meristem and prevents xylem differentiation. In this work, we analyzed the differential gene expression in the radish primary-growing P35S:RsCLE41-1 roots using the RNA-seq. Our analysis of transcriptomic data revealed a total of 62 differentially expressed genes between transgenic radish roots overexpressing the RsCLE41-1 gene and the glucuronidase (GUS) gene. For genes associated with late embryogenesis, response to abscisic acid and auxin-dependent xylem cell fate determination, an increase in the expression in P35S:RsCLE41-1 roots was found. Among those downregulated, stress-associated genes prevailed. Moreover, several genes involved in xylem specification were also downregulated in the roots with RsCLE41-1 overexpression. Unexpectedly, none of the well-known targets of TDIFs, such as WOX4 and WOX14, were identified as DEGs in our experiment. Herein, we discuss a suggestion that the activation of pathways associated with desiccation resistance, which are more characteristic of late embryogenesis, in roots with RsCLE41-overexpression may be a consequence of water deficiency onset due to impaired vascular specification.
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Yi X, Sun X, Tian R, Li K, Ni M, Ying J, Xu L, Liu L, Wang Y. Genome-Wide Characterization of the Aquaporin Gene Family in Radish and Functional Analysis of RsPIP2-6 Involved in Salt Stress. FRONTIERS IN PLANT SCIENCE 2022; 13:860742. [PMID: 35909741 PMCID: PMC9337223 DOI: 10.3389/fpls.2022.860742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Aquaporins (AQPs) constitute a highly diverse family of channel proteins that transport water and neutral solutes. AQPs play crucial roles in plant development and stress responses. However, the characterization and biological functions of RsAQPs in radish (Raphanus sativus L.) remain elusive. In this study, 61 non-redundant members of AQP-encoding genes were identified from the radish genome database and located on nine chromosomes. Radish AQPs (RsAQPs) were divided into four subfamilies, including 21 plasma membrane intrinsic proteins (PIPs), 19 tonoplast intrinsic proteins (TIPs), 16 NOD-like intrinsic proteins (NIPs), and 5 small basic intrinsic proteins (SIPs), through phylogenetic analysis. All RsAQPs contained highly conserved motifs (motifs 1 and 4) and transmembrane regions, indicating the potential transmembrane transport function of RsAQPs. Tissue- and stage-specific expression patterns of AQP gene analysis based on RNA-seq data revealed that the expression levels of PIPs were generally higher than TIPs, NIPs, and SIPs in radish. In addition, quantitative real-time polymerase chain reaction (qRT-PCR) revealed that seven selected RsPIPs, according to our previous transcriptome data (e.g., RsPIP1-3, 1-6, 2-1, 2-6, 2-10, 2-13, and 2-14), exhibited significant upregulation in roots of salt-tolerant radish genotype. In particular, the transcriptional levels of RsPIP2-6 dramatically increased after 6 h of 150 mM NaCl treatment during the taproot thickening stage. Additionally, overexpression of RsPIP2-6 could enhance salt tolerance by Agrobacterium rhizogenes-mediated transgenic radish hairy roots, which exhibited the mitigatory effects of plant growth reduction, leaf relative water content (RWC) reduction and alleviation of O2- in cells, as shown by nitro blue tetrazolium (NBT) staining, under salt stress. These findings are helpful for deeply dissecting the biological function of RsAQPs on the salt stress response, facilitating practical application and genetic improvement of abiotic stress resistance in radish.
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Affiliation(s)
- Xiaofang Yi
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Xiaochuan Sun
- College of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai’an, China
| | - Rong Tian
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Kexin Li
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Meng Ni
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Jiali Ying
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Liang Xu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Liwang Liu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Yan Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Horticultural Crop Biology and Genetic Improvement (East China), Ministry of Agriculture and Rural Affairs, College of Horticulture, Nanjing Agricultural University, Nanjing, China
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Xu Y, Shrestha V, Piasecki C, Wolfe B, Hamilton L, Millwood RJ, Mazarei M, Stewart CN. Sustainability Trait Modeling of Field-Grown Switchgrass ( Panicum virgatum) Using UAV-Based Imagery. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10122726. [PMID: 34961199 PMCID: PMC8709265 DOI: 10.3390/plants10122726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/29/2021] [Accepted: 12/07/2021] [Indexed: 05/17/2023]
Abstract
Unmanned aerial vehicles (UAVs) provide an intermediate scale of spatial and spectral data collection that yields increased accuracy and consistency in data collection for morphological and physiological traits than satellites and expanded flexibility and high-throughput compared to ground-based data collection. In this study, we used UAV-based remote sensing for automated phenotyping of field-grown switchgrass (Panicum virgatum), a leading bioenergy feedstock. Using vegetation indices calculated from a UAV-based multispectral camera, statistical models were developed for rust disease caused by Puccinia novopanici, leaf chlorophyll, nitrogen, and lignin contents. For the first time, UAV remote sensing technology was used to explore the potentials for multiple traits associated with sustainable production of switchgrass, and one statistical model was developed for each individual trait based on the statistical correlation between vegetation indices and the corresponding trait. Also, for the first time, lignin content was estimated in switchgrass shoots via UAV-based multispectral image analysis and statistical analysis. The UAV-based models were verified by ground-truthing via correlation analysis between the traits measured manually on the ground-based with UAV-based data. The normalized difference red edge (NDRE) vegetation index outperformed the normalized difference vegetation index (NDVI) for rust disease and nitrogen content, while NDVI performed better than NDRE for chlorophyll and lignin content. Overall, linear models were sufficient for rust disease and chlorophyll analysis, but for nitrogen and lignin contents, nonlinear models achieved better results. As the first comprehensive study to model switchgrass sustainability traits from UAV-based remote sensing, these results suggest that this methodology can be utilized for switchgrass high-throughput phenotyping in the field.
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Affiliation(s)
- Yaping Xu
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
| | - Vivek Shrestha
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
| | - Cristiano Piasecki
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
- ATSI Brasil Pesquisa e Consultoria, Passo Fundo 99054-328, RS, Brazil
| | - Benjamin Wolfe
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
| | - Lance Hamilton
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
| | - Reginald J. Millwood
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
- Correspondence: (R.J.M.); (M.M.); (C.N.S.J.)
| | - Mitra Mazarei
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
- Correspondence: (R.J.M.); (M.M.); (C.N.S.J.)
| | - Charles Neal Stewart
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA; (Y.X.); (V.S.); (C.P.); (B.W.); (L.H.)
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
- Correspondence: (R.J.M.); (M.M.); (C.N.S.J.)
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[Efficient screening for 8-oxoguanine DNA glycosylase binding aptamers via capillary electrophoresis]. Se Pu 2021; 39:721-729. [PMID: 34227370 PMCID: PMC9404054 DOI: 10.3724/sp.j.1123.2020.12017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
8-氧代鸟嘌呤DNA糖基化酶(OGG1)是人体中重要的功能蛋白,在修复DNA氧化性损伤过程中起关键作用。氧化应激等引起的氧化损伤易导致炎症反应的发生,对OGG1的抑制可以一定程度上起到缓解作用;对癌细胞OGG1的抑制有望作为癌症治疗的新方法。目前的研究多集中于小分子对OGG1功能的影响和调控,而OGG1的适配体筛选尚未见报道。作为功能配体,适配体具有合成简单、高亲和力及高特异性等优点。该文筛选了OGG1的核酸适配体,结合毛细管电泳高效快速的优点建立了两种基于毛细管电泳-指数富集进化(CE-SELEX)技术的筛选方法:同步竞争法和多轮筛选法。同步竞争法利用单链结合蛋白(SSB)与核酸库中单链核酸的强结合能力,与目标蛋白OGG1组成竞争体系,并通过增加SSB浓度来增加竞争筛选压力,以去除与OGG1弱结合的核酸序列,一步筛选即可获得与OGG1强结合的核酸序列。多轮筛选法在相同孵育条件和电泳条件下,经3轮筛选获得OGG1的核酸适配体。比较两种筛选方法的筛选结果,筛选结果中频次最高的3条候选核酸适配体序列一致,其解离常数(KD)值在1.71~2.64 μmol/L之间。分子对接分析结果表明候选适配体1(Apt 1)可能与OGG1中具有修复氧化性损伤功能的活性口袋结合。通过对两种筛选方法的对比,证明同步竞争法更加快速高效,对其他蛋白核酸适配体筛选方法的选择具有一定的指导意义。得到的适配体有望用于OGG1功能调控,以抑制其修复功能。
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Kim MH, Tran TNA, Cho JS, Park EJ, Lee H, Kim DG, Hwang S, Ko JH. Wood transcriptome analysis of Pinus densiflora identifies genes critical for secondary cell wall formation and NAC transcription factors involved in tracheid formation. TREE PHYSIOLOGY 2021; 41:1289-1305. [PMID: 33440425 DOI: 10.1093/treephys/tpab001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/04/2021] [Indexed: 05/27/2023]
Abstract
Although conifers have significant ecological and economic value, information on transcriptional regulation of wood formation in conifers is still limited. Here, to gain insight into secondary cell wall (SCW) biosynthesis and tracheid formation in conifers, we performed wood tissue-specific transcriptome analyses of Pinus densiflora (Korean red pine) using RNA sequencing. In addition, to obtain full-length transcriptome information, PacBio single molecule real-time iso-sequencing was carried out using RNAs from 28 tissues of P. densiflora. Subsequent comparative tissue-specific transcriptome analysis successfully pinpointed critical genes encoding key proteins involved in biosynthesis of the major secondary wall components (cellulose, galactoglucomannan, xylan and lignin). Furthermore, we predicted a total of 62 NAC (NAM, ATAF1/2 and CUC2) family transcription factor members and identified seven PdeNAC genes preferentially expressed in developing xylem tissues in P. densiflora. Protoplast-based transcriptional activation analysis found that four PdeNAC genes, homologous to VND, NST and SND/ANAC075, upregulated GUS activity driven by an SCW-specific cellulose synthase promoter. Consistently, transient overexpression of the four PdeNACs induced xylem vessel cell-like SCW deposition in both tobacco (Nicotiana benthamiana) and Arabidopsis leaves. Taken together, our data provide a foundation for further research to unravel transcriptional regulation of wood formation in conifers, especially SCW formation and tracheid differentiation.
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Affiliation(s)
- Min-Ha Kim
- Department of Plant & Environmental New Resources, Kyung Hee University, 1732 Deogyeong-daero, Yongin 17104, Republic of Korea
| | - Thi Ngoc Anh Tran
- Department of Plant & Environmental New Resources, Kyung Hee University, 1732 Deogyeong-daero, Yongin 17104, Republic of Korea
| | - Jin-Seong Cho
- Department of Plant & Environmental New Resources, Kyung Hee University, 1732 Deogyeong-daero, Yongin 17104, Republic of Korea
| | - Eung-Jun Park
- Division of Forest Biotechnology, National Institute of Forest Science, 39 Onjeong-ro, Suwon 16631, Republic of Korea
| | - Hyoshin Lee
- Division of Forest Biotechnology, National Institute of Forest Science, 39 Onjeong-ro, Suwon 16631, Republic of Korea
| | - Dong-Gwan Kim
- Department of Bioindustry and Bioresource Engineering, Department of Molecular Biology and Plant Engineering Research Institute, Sejong University, 209 Neungdong-ro, Seoul 05006, Republic of Korea
| | - Seongbin Hwang
- Department of Bioindustry and Bioresource Engineering, Department of Molecular Biology and Plant Engineering Research Institute, Sejong University, 209 Neungdong-ro, Seoul 05006, Republic of Korea
| | - Jae-Heung Ko
- Department of Plant & Environmental New Resources, Kyung Hee University, 1732 Deogyeong-daero, Yongin 17104, Republic of Korea
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Genetic architecture affecting maize agronomic traits identified by variance heterogeneity association mapping. Genomics 2021; 113:1681-1688. [PMID: 33839267 DOI: 10.1016/j.ygeno.2021.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 03/16/2021] [Accepted: 04/05/2021] [Indexed: 11/22/2022]
Abstract
Conventional genome-wide association studies (GWAS) focused on the phenotypic mean differences (mGWAS) but often ignored genetic variants influencing differences in the variance between genotypes. In this study, we performed variance heterogeneity GWAS (vGWAS) analysis for 13 previously measured agronomic traits in a maize population. We discovered a total of 129 significant SNPs. We demonstrated that the genetic loci influencing mean differences and variance heterogeneity formed distinct groups, suggesting that breeders were able to independently select for phenotype mean and variance values. Moreover, vGWAS served as a tractable approach to effectively identify 214 epistatic interaction pairs. In addition, we documented four agronomic traits with decreasing phenotype variance during modern maize breeding history and identified the potential genetic variants influencing this process. In summary, we discovered additional non-additive effects contributing to missing heritability and valuable genetic variants used for breeding varieties with desired phenotypic variance.
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Ranade SS, García-Gil MR. Molecular signatures of local adaptation to light in Norway spruce. PLANTA 2021; 253:53. [PMID: 33511433 PMCID: PMC7843583 DOI: 10.1007/s00425-020-03517-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 12/02/2020] [Indexed: 05/12/2023]
Abstract
MAIN CONCLUSION Transcriptomic and exome capture analysis reveal an adaptive cline for shade tolerance in Norway spruce. Genes involved in the lignin pathway and immunity seem to play a potential role in contributing towards local adaptation to light. The study of natural variation is an efficient method to elucidate how plants adapt to local climatic conditions, a key process for the evolution of a species. Norway spruce is a shade-tolerant conifer in which the requirement of far-red light for growth increases latitudinally northwards. The objective of the study is to characterize the genetic control of local adaptation to light enriched in far-red in Norway spruce, motivated by a latitudinal gradient for the Red:Far-red (R:FR) ratio to which Norway spruce has been proven to be genetically adapted. We have established the genomic signatures of local adaptation by conducting transcriptomic (total RNA-sequencing) and genomic analyses (exome capture), for the identification of genes differentially regulated along the cline. RNA-sequencing revealed 274 differentially expressed genes in response to SHADE (low R:FR light), between the southern and northern natural populations in Sweden. Exome capture included analysis of a uniquely large data set (1654 trees) that revealed missense variations in coding regions of nine differentially expressed candidate genes, which followed a latitudinal cline in allele and genotype frequencies. These genes included five transcription factors involved in vital processes like bud-set/bud-flush, lignin pathway, and cold acclimation and other genes that take part in cell-wall remodeling, secondary cell-wall thickening, response to starvation, and immunity. Based on these results, we suggest that the northern populations might not only be able to adjust their growing season in response to low R:FR light, but they may also be better adapted towards disease resistance by up-regulation of the lignin pathway that is linked to immunity. This forms a concrete basis for local adaptation to light quality in Norway spruce, one of the most economically important conifer tree species in Sweden.
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Affiliation(s)
- Sonali Sachin Ranade
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, 901 83 Umeå, Sweden
- Department of Plant Physiology, Umeå Plant Science Centre, University of Umeå, 901 87 Umeå, Sweden
| | - María Rosario García-Gil
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, 901 83 Umeå, Sweden
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Genome-wide selection and genetic improvement during modern maize breeding. Nat Genet 2020; 52:565-571. [DOI: 10.1038/s41588-020-0616-3] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 03/23/2020] [Indexed: 11/08/2022]
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15
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Guan C, Cen HF, Cui X, Tian DY, Tadesse D, Zhang YW. Proline improves switchgrass growth and development by reduced lignin biosynthesis. Sci Rep 2019; 9:20117. [PMID: 31882839 PMCID: PMC6934488 DOI: 10.1038/s41598-019-56575-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 12/08/2019] [Indexed: 01/08/2023] Open
Abstract
Transgenic switchgrass overexpressing Lolium perenne L. delta1-pyrroline 5-carboxylate synthase (LpP5CS) in group I (TG4 and TG6 line) and group II (TG1 and TG2 line) had significant P5CS and ProDH enzyme activities, with group I plants (TG4 and TG6) having higher P5CS and lower ProDH enzyme activity, while group II plants had higher ProDH and lower P5CS enzyme activity. We found group II transgenic plants showed stunted growth, and the changed proline content in overexpressing transgenic plants may influence the growth and development in switchgrass. RNA-seq analysis showed that KEGG enrichment included phenylpropanoid biosynthesis pathway among group I, group II and WT plants, and the expression levels of genes related to lignin biosynthesis were significantly up-regulated in group II. We also found that lignin content in group II transgenic plants was higher than that in group I and WT plants, suggesting that increased lignin content may suppress switchgrass growth and development. This study uncover that proline can appropriately reduce lignin biosynthesis to improve switchgrass growth and development. Therefore, appropriate reduction in lignin content and increase in biomass are important for bioenergy crop to lower processing costs for biomass fermentation-derived fuels.
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Affiliation(s)
- Cong Guan
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Hui-Fang Cen
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Xin Cui
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Dan-Yang Tian
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Dimiru Tadesse
- Department of Plant and Soil Sciences, Institute for Agricultural Bioscience, Oklahoma State University, Oklahoma, OK, USA
| | - Yun-Wei Zhang
- College of Grassland Science and Technology, China Agricultural University, Beijing, China.
- Beijing Key Laboratory for Grassland Science, China Agricultural University, Beijing, China.
- National Energy R&D Center for Biomass (NECB), Beijing, China.
- Beijing Sure Academy of Biosciences, Beijing, China.
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Sanjari S, Shirzadian-Khorramabad R, Shobbar ZS, Shahbazi M. Systematic analysis of NAC transcription factors' gene family and identification of post-flowering drought stress responsive members in sorghum. PLANT CELL REPORTS 2019; 38:361-376. [PMID: 30627770 DOI: 10.1007/s00299-019-02371-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 01/02/2019] [Indexed: 05/25/2023]
Abstract
SbNAC genes (131) encoding 183 proteins were identified from the sorghum genome and characterized. The expression patterns of SbSNACs were evaluated at three sampling time points under post-flowering drought stress. NAC proteins are specific transcription factors in plants, playing vital roles in development and response to various environmental stresses. Despite the fact that Sorghum bicolor is well-known for its drought-tolerance, it suffers from grain yield loss due to pre and post-flowering drought stress. In the present study, 131 SbNAC genes encoding 183 proteins were identified from the sorghum genome. The phylogenetic trees were constructed based on the NAC domains of sorghum, and also based on sorghum with Arabidopsis and 8 known NAC domains of other plants, which classified the family into 15 and 19 subfamilies, respectively. Based on the obtained results, 13 SbNAC proteins joined the SNAC subfamily, and these proteins are expected to be involved in response to abiotic stresses. Promoter analysis revealed that all SbNAC genes comprise different stress-associated cis-elements in their promoters. UTRs analysis indicated that 101 SbNAC transcripts had upstream open reading frames, while 39 of the transcripts had internal ribosome entry sites in their 5'UTR. Moreover, 298 miRNA target sites were predicted to exist in the UTRs of SbNAC transcripts. The expression patterns of SbSNACs were evaluated in three genotypes at three sampling time points under post-flowering drought stress. Based on the results, it could be suggested that some gene members are involved in response to drought stress at the post-flowering stage since they act as positive or negative transcriptional regulators. Following further functional analyses, some of these genes might be perceived to be promising candidates for breeding programs to enhance drought tolerance in crops.
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Affiliation(s)
- Sepideh Sanjari
- Department of Agricultural Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, Iran
| | - Reza Shirzadian-Khorramabad
- Department of Agricultural Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, Iran
| | - Zahra-Sadat Shobbar
- Department of Systems Biology, Agricultural Biotechnology Research Institute of Iran, Education and Extension Organization (AREEO), Karaj, Iran.
| | - Maryam Shahbazi
- Department of Molecular Physiology, Agricultural Biotechnology Research Institute of Iran, Education and Extension Organization (AREEO), Karaj, Iran
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Liu W, Mazarei M, Ye R, Peng Y, Shao Y, Baxter HL, Sykes RW, Turner GB, Davis MF, Wang ZY, Dixon RA, Stewart CN. Switchgrass ( Panicum virgatum L.) promoters for green tissue-specific expression of the MYB4 transcription factor for reduced-recalcitrance transgenic switchgrass. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:122. [PMID: 29713381 PMCID: PMC5914048 DOI: 10.1186/s13068-018-1119-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 04/16/2018] [Indexed: 05/09/2023]
Abstract
BACKGROUND Genetic engineering of switchgrass (Panicum virgatum L.) for reduced cell wall recalcitrance and improved biofuel production has been a long pursued goal. Up to now, constitutive promoters have been used to direct the expression of cell wall biosynthesis genes toward attaining that goal. While generally sufficient to gauge a transgene's effects in the heterologous host, constitutive overexpression often leads to undesirable plant phenotypic effects. Green tissue-specific promoters from switchgrass are potentially valuable to directly alter cell wall traits exclusively in harvestable aboveground biomass while not changing root phenotypes. RESULTS We identified and functionally characterized three switchgrass green tissue-specific promoters and assessed marker gene expression patterns and intensity in stably transformed rice (Oryza sativa L.), and then used them to direct the expression of the switchgrass MYB4 (PvMYB4) transcription factor gene in transgenic switchgrass to endow reduced recalcitrance in aboveground biomass. These promoters correspond to photosynthesis-related light-harvesting complex II chlorophyll-a/b binding gene (PvLhcb), phosphoenolpyruvate carboxylase (PvPEPC), and the photosystem II 10 kDa R subunit (PvPsbR). Real-time RT-PCR analysis detected their strong expression in the aboveground tissues including leaf blades, leaf sheaths, internodes, inflorescences, and nodes of switchgrass, which was tightly up-regulated by light. Stable transgenic rice expressing the GUS reporter under the control of each promoter (756-2005 bp in length) further confirmed their strong expression patterns in leaves and stems. With the exception of the serial promoter deletions of PvLhcb, all GUS marker patterns under the control of each 5'-end serial promoter deletion were not different from that conveyed by their respective promoters. All of the shortest promoter fragments (199-275 bp in length) conveyed strong green tissue-specific GUS expression in transgenic rice. PvMYB4 is a master repressor of lignin biosynthesis. The green tissue-specific expression of PvMYB4 via each promoter in transgenic switchgrass led to significant gains in saccharification efficiency, decreased lignin, and decreased S/G lignin ratios. In contrast to constitutive overexpression of PvMYB4, which negatively impacts switchgrass root growth, plant growth was not compromised in green tissue-expressed PvMYB4 switchgrass plants in the current study. CONCLUSIONS Each of the newly described green tissue-specific promoters from switchgrass has utility to change cell wall biosynthesis exclusively in aboveground harvestable biomass without altering root systems. The truncated green tissue promoters are very short and should be useful for targeted expression in a number of monocots to improve shoot traits while restricting gene expression from roots. Green tissue-specific expression of PvMYB4 is an effective strategy for improvement of transgenic feedstocks.
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Affiliation(s)
- Wusheng Liu
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
- Department of Horticultural Science, North Carolina State University, Raleigh, NC USA
| | - Mitra Mazarei
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Rongjian Ye
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
| | - Yanhui Peng
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
| | - Yuanhua Shao
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
| | - Holly L. Baxter
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Robert W. Sykes
- National Renewable Energy Laboratory, Golden, CO USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Geoffrey B. Turner
- National Renewable Energy Laboratory, Golden, CO USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Mark F. Davis
- National Renewable Energy Laboratory, Golden, CO USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Zeng-Yu Wang
- Noble Research Institute, Ardmore, OK USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Richard A. Dixon
- BioDiscovery Institute and Department of Biological Sciences, University of North Texas, Denton, TX USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - C. Neal Stewart
- Department of Plant Sciences, University of Tennessee, Knoxville, TN USA
- BioEnergy Science Center (BESC), Oak Ridge National Laboratory, Oak Ridge, TN USA
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Wen W, Xie Z, Yu G, Zhao C, Zhang J, Huang L, Xu B, Huang B. Switchgrass PvDREB1C plays opposite roles in plant cold and salt tolerance in transgenic tobacco. Hereditas 2017; 155:15. [PMID: 29123463 PMCID: PMC5655823 DOI: 10.1186/s41065-017-0050-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 10/09/2017] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The C-repeat-binding factors/DRE-binding factors (CBF/DREBs) comprise a key transcription factor family involved in plant stress tolerance. Yet, there is limited information about switchgrass DREB genes and their functional roles. RESULTS In this study, four cold-inducible PvDREB1s were identified from switchgrass (Panicum virgatum), among which PvDREB1C was the one responded to cold stress later than the other three PvDREB1s. Yet, ectopic overexpression of PvDREB1C led to significantly compromised, instead of improved cold tolerance in transgenic tobacco. On the other hand, PvDREB1C was transcriptionally down-regulated in response to salt stress, but overexpression of PvDREB1C improved plant salt tolerance in transgenic tobacco. The improved salt tolerance was associated with increased K+/Na+ ratio and Ca2+ content, higher cellular osmotic potential, and activation of stress-related functional genes in the leaves of transgenic plants under salt stress. CONCLUSIONS The current results implied that PvDREB1C played opposite roles in plant cold and salt tolerance. Although DREB1s were known as positive stress regulators, particular attentions shall be paid to their potential negative regulatory role(s).
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Affiliation(s)
- Wuwu Wen
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Zheni Xie
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Guohui Yu
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Chengliang Zhao
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Jing Zhang
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Linkai Huang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural University, Ya’an, Sichuan 625014 People’s Republic of China
| | - Bin Xu
- College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095 People’s Republic of China
| | - Bingru Huang
- Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ 08901 USA
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Zhang Y, Zhao G, Li Y, Zhang J, Shi M, Muhammad T, Liang Y. Transcriptome Profiling of Tomato Uncovers an Involvement of Cytochrome P450s and Peroxidases in Stigma Color Formation. FRONTIERS IN PLANT SCIENCE 2017; 8:897. [PMID: 28620401 PMCID: PMC5449478 DOI: 10.3389/fpls.2017.00897] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 05/12/2017] [Indexed: 05/23/2023]
Abstract
Stigma is a crucial structure of female reproductive organ in plants. Stigma color is usually regarded as an important trait in variety identification in some species, but the molecular mechanism of stigma color formation remains elusive. Here, we characterized a tomato mutant, yellow stigma (ys), that shows yellow rather than typical green color in the stigma. Analysis of pigment contents revealed that the level of flavonoid naringenin chalcone was increased in the ys stigma, possibly as a result of higher accumulation of p-coumaric acid, suggesting that naringenin chalcone might play a vital role in yellow color control in tomato stigma. To understand the genes and gene networks that regulate tomato stigma color, RNA-sequencing (RNA-Seq) analyses were performed to compare the transcriptomes of stigmas between ys mutant and wild-type (WT). We obtained 507 differentially expressed genes, in which, 84 and 423 genes were significantly up-regulated and down-regulated in the ys mutant, respectively. Two cytochrome P450 genes, SlC3H1 and SlC3H2 which encode p-coumarate 3-hydroxylases, and six peroxidase genes were identified to be dramatically inhibited in the yellow stigma. Further bioinformatic and biochemical analyses implied that the repression of the two SlC3Hs and six PODs may indirectly lead to higher naringenin chalcone level through inhibiting lignin biosynthesis, thereby contributing to yellow coloration in tomato stigma. Thus, our data suggest that two SlC3Hs and six PODs are involved in yellow stigma formation. This study provides valuable information for dissecting the molecular mechanism of stigma color control in tomato. Statement: This study reveals that two cytochrome P450s (SlC3H1 and SlC3H2) and six peroxidases potentially regulate the yellow stigma formation by indirectly enhancing biosynthesis of yellow-colored naringenin chalcone in the stigma of tomato.
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Affiliation(s)
- Yan Zhang
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Guiye Zhao
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Yushun Li
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Jie Zhang
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Meijing Shi
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Tayeb Muhammad
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
| | - Yan Liang
- College of Horticulture, Northwest A&F UniversityYangling, China
- State Key Laboratory of Crop Stress Biology in Arid Region, Northwest A&F UniversityYangling, China
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Lin F, Manisseri C, Fagerström A, Peck ML, Vega-Sánchez ME, Williams B, Chiniquy DM, Saha P, Pattathil S, Conlin B, Zhu L, Hahn MG, Willats WGT, Scheller HV, Ronald PC, Bartley LE. Cell Wall Composition and Candidate Biosynthesis Gene Expression During Rice Development. PLANT & CELL PHYSIOLOGY 2016; 57:2058-2075. [PMID: 27481893 DOI: 10.1093/pcp/pcw125] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 07/09/2016] [Indexed: 05/02/2023]
Abstract
Cell walls of grasses, including cereal crops and biofuel grasses, comprise the majority of plant biomass and intimately influence plant growth, development and physiology. However, the functions of many cell wall synthesis genes, and the relationships among and the functions of cell wall components remain obscure. To better understand the patterns of cell wall accumulation and identify genes that act in grass cell wall biosynthesis, we characterized 30 samples from aerial organs of rice (Oryza sativa cv. Kitaake) at 10 developmental time points, 3-100 d post-germination. Within these samples, we measured 15 cell wall chemical components, enzymatic digestibility and 18 cell wall polysaccharide epitopes/ligands. We also used quantitative reverse transcription-PCR to measure expression of 50 glycosyltransferases, 15 acyltransferases and eight phenylpropanoid genes, many of which had previously been identified as being highly expressed in rice. Most cell wall components vary significantly during development, and correlations among them support current understanding of cell walls. We identified 92 significant correlations between cell wall components and gene expression and establish nine strong hypotheses for genes that synthesize xylans, mixed linkage glucan and pectin components. This work provides an extensive analysis of cell wall composition throughout rice development, identifies genes likely to synthesize grass cell walls, and provides a framework for development of genetically improved grasses for use in lignocellulosic biofuel production and agriculture.
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Affiliation(s)
- Fan Lin
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Chithra Manisseri
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Alexandra Fagerström
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C 1871, Denmark
| | - Matthew L Peck
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Miguel E Vega-Sánchez
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Plant Pathology and the Genome Center, University of California, Davis, CA 95616, USA
- Monsanto Company, Chesterfield Village Campus, Chesterfield, MO 63017, USA
| | - Brian Williams
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Department of Plant Pathology and the Genome Center, University of California, Davis, CA 95616, USA
| | - Dawn M Chiniquy
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Department of Plant Pathology and the Genome Center, University of California, Davis, CA 95616, USA
| | - Prasenjit Saha
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Sivakumar Pattathil
- Bioenergy Science Center, Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602, USA
| | - Brian Conlin
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Department of Plant Pathology and the Genome Center, University of California, Davis, CA 95616, USA
| | - Lan Zhu
- Department of Statistics, Oklahoma State University, Stillwater, OK 74078, USA
| | - Michael G Hahn
- Bioenergy Science Center, Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602, USA
| | - William G T Willats
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C 1871, Denmark
| | - Henrik V Scheller
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, USA
| | - Pamela C Ronald
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C 1871, Denmark
| | - Laura E Bartley
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C 1871, Denmark
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22
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Singh RK, Prasad M. Advances in Agrobacterium tumefaciens-mediated genetic transformation of graminaceous crops. PROTOPLASMA 2016; 253:691-707. [PMID: 26660352 DOI: 10.1007/s00709-015-0905-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 10/27/2015] [Indexed: 05/05/2023]
Abstract
Steady increase in global population poses several challenges to plant science research, including demand for increased crop productivity, grain yield, nutritional quality and improved tolerance to different environmental factors. Transgene-based approaches are promising to address these challenges by transferring potential candidate genes to host organisms through different strategies. Agrobacterium-mediated gene transfer is one such strategy which is well known for enabling efficient gene transfer in both monocot and dicots. Due to its versatility, this technique underwent several advancements including development of improved in vitro plant regeneration system, co-cultivation and selection methods, and use of hyper-virulent strains of Agrobacterium tumefaciens harbouring super-binary vectors. The efficiency of this method has also been enhanced by the use of acetosyringone to induce the activity of vir genes, silver nitrate to reduce the Agrobacterium-induced necrosis and cysteine to avoid callus browning during co-cultivation. In the last two decades, extensive efforts have been invested towards achieving efficient Agrobacterium-mediated transformation in cereals. Though high-efficiency transformation systems have been developed for rice and maize, comparatively lesser progress has been reported in other graminaceous crops. In this context, the present review discusses the progress made in Agrobacterium-mediated transformation system in rice, maize, wheat, barley, sorghum, sugarcane, Brachypodium, millets, bioenergy and forage and turf grasses. In addition, it also provides an overview of the genes that have been recently transferred to these graminaceous crops using Agrobacterium, bottlenecks in this technique and future possibilities for crop improvement.
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Affiliation(s)
- Roshan Kumar Singh
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, JNU Campus, New Delhi, 110 067, India
| | - Manoj Prasad
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, JNU Campus, New Delhi, 110 067, India.
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23
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The Miscanthus NAC transcription factor MlNAC9 enhances abiotic stress tolerance in transgenic Arabidopsis. Gene 2016; 586:158-69. [PMID: 27085481 DOI: 10.1016/j.gene.2016.04.028] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 04/01/2016] [Accepted: 04/06/2016] [Indexed: 11/21/2022]
Abstract
NAC (NAM, ATAF1/2, and CUC2) transcription factors are known to play important roles in responses to abiotic stresses in plants. Currently, little information regarding the functional roles of NAC genes in stress tolerance is available in Miscanthus lutarioriparius, a promising bioenergy plant for cellulosic ethanol production. In this study, we carried out the functional characterization of MlNAC9 in abiotic stresses. MlNAC9 was shown to act as a nuclear localized transcription activator with the activation domain in its C-terminus. The overexpression of MlNAC9 in Arabidopsis conferred hypersensitivity to abscisic acid (ABA) at seed germination and root elongation stages. In addition, the overexpression of MlNAC9 led to increased seed germination rate and root growth under salt (NaCl) treatment. Meanwhile, the transgenic Arabidopsis overexpressing MlNAC9 showed enhanced tolerance to drought and cold stresses. The expression of stress-responsive marker genes was significantly increased in MlNAC9 overexpression lines compared to that of WT under ABA, drought, salt, and cold stresses. Correspondingly, the activities of antioxidant enzymes superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT) were significantly increased and the malondialdehyde (MDA) content was lower accumulated in MlNAC9 overexpression lines under drought and salt treatments. These results indicated that the overexpression of MlNAC9 improved the tolerance to abiotic stresses via an ABA-dependent pathway, and the enhanced tolerance of transgenic plants was mainly attributed to the increased expression of stress-responsive genes and the enhanced scavenging capability of reactive oxygen species (ROS).
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24
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Evans J, Crisovan E, Barry K, Daum C, Jenkins J, Kunde-Ramamoorthy G, Nandety A, Ngan CY, Vaillancourt B, Wei CL, Schmutz J, Kaeppler SM, Casler MD, Buell CR. Diversity and population structure of northern switchgrass as revealed through exome capture sequencing. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2015; 84:800-15. [PMID: 26426343 DOI: 10.1111/tpj.13041] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 08/31/2015] [Accepted: 09/03/2015] [Indexed: 05/11/2023]
Abstract
Panicum virgatum L. (switchgrass) is a polyploid, perennial grass species that is native to North America, and is being developed as a future biofuel feedstock crop. Switchgrass is present primarily in two ecotypes: a northern upland ecotype, composed of tetraploid and octoploid accessions, and a southern lowland ecotype, composed of primarily tetraploid accessions. We employed high-coverage exome capture sequencing (~2.4 Tb) to genotype 537 individuals from 45 upland and 21 lowland populations. From these data, we identified ~27 million single-nucleotide polymorphisms (SNPs), of which 1 590 653 high-confidence SNPs were used in downstream analyses of diversity within and between the populations. From the 66 populations, we identified five primary population groups within the upland and lowland ecotypes, a result that was further supported through genetic distance analysis. We identified conserved, ecotype-restricted, non-synonymous SNPs that are predicted to affect the protein function of CONSTANS (CO) and EARLY HEADING DATE 1 (EHD1), key genes involved in flowering, which may contribute to the phenotypic differences between the two ecotypes. We also identified, relative to the near-reference Kanlow population, 17 228 genes present in more copies than in the reference genome (up-CNVs), 112 630 genes present in fewer copies than in the reference genome (down-CNVs) and 14 430 presence/absence variants (PAVs), affecting a total of 9979 genes, including two upland-specific CNV clusters. In total, 45 719 genes were affected by an SNP, CNV, or PAV across the panel, providing a firm foundation to identify functional variation associated with phenotypic traits of interest for biofuel feedstock production.
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Affiliation(s)
- Joseph Evans
- DOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Emily Crisovan
- DOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Kerrie Barry
- Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Chris Daum
- Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Jerry Jenkins
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | | | - Aruna Nandety
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Chew Yee Ngan
- Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Brieanne Vaillancourt
- DOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Chia-Lin Wei
- Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Jeremy Schmutz
- Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Shawn M Kaeppler
- DOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, 1575 Linden Drive, Madison, WI, 53706, USA
- Department of Agronomy, University of Wisconsin-Madison, 1575 Linden Drive, Madison, WI, 53706, USA
| | - Michael D Casler
- DOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, 1575 Linden Drive, Madison, WI, 53706, USA
- USDA-ARS, U.S. Dairy Forage Research Center, 1925 Linden Dr., Madison, WI, 53706-1108, USA
| | - Carol Robin Buell
- DOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
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25
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Dong X, Jiang Z, Peng YL, Zhang Z. Revealing shared and distinct gene network organization in Arabidopsis immune responses by integrative analysis. PLANT PHYSIOLOGY 2015; 167:1186-203. [PMID: 25614062 PMCID: PMC4348776 DOI: 10.1104/pp.114.254292] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Pattern-triggered immunity (PTI) and effector-triggered immunity (ETI) are two main plant immune responses to counter pathogen invasion. Genome-wide gene network organizing principles leading to quantitative differences between PTI and ETI have remained elusive. We combined an advanced machine learning method and modular network analysis to systematically characterize the organizing principles of Arabidopsis (Arabidopsis thaliana) PTI and ETI at three network resolutions. At the single network node/edge level, we ranked genes and gene interactions based on their ability to distinguish immune response from normal growth and successfully identified many immune-related genes associated with PTI and ETI. Topological analysis revealed that the top-ranked gene interactions tend to link network modules. At the subnetwork level, we identified a subnetwork shared by PTI and ETI encompassing 1,159 genes and 1,289 interactions. This subnetwork is enriched in interactions linking network modules and is also a hotspot of attack by pathogen effectors. The subnetwork likely represents a core component in the coordination of multiple biological processes to favor defense over development. Finally, we constructed modular network models for PTI and ETI to explain the quantitative differences in the global network architecture. Our results indicate that the defense modules in ETI are organized into relatively independent structures, explaining the robustness of ETI to genetic mutations and effector attacks. Taken together, the multiscale comparisons of PTI and ETI provide a systems biology perspective on plant immunity and emphasize coordination among network modules to establish a robust immune response.
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Affiliation(s)
- Xiaobao Dong
- State Key Laboratory of Agrobiotechnology (X.D., Z.J., Y.-L.P., Z.Z.), College of Biological Sciences (X.D., Z.J., Z.Z.), and Ministry of Agriculture Key Laboratory for Plant Pathology (Y.-L.P.), China Agricultural University, Beijing 100193, China
| | - Zhenhong Jiang
- State Key Laboratory of Agrobiotechnology (X.D., Z.J., Y.-L.P., Z.Z.), College of Biological Sciences (X.D., Z.J., Z.Z.), and Ministry of Agriculture Key Laboratory for Plant Pathology (Y.-L.P.), China Agricultural University, Beijing 100193, China
| | - You-Liang Peng
- State Key Laboratory of Agrobiotechnology (X.D., Z.J., Y.-L.P., Z.Z.), College of Biological Sciences (X.D., Z.J., Z.Z.), and Ministry of Agriculture Key Laboratory for Plant Pathology (Y.-L.P.), China Agricultural University, Beijing 100193, China
| | - Ziding Zhang
- State Key Laboratory of Agrobiotechnology (X.D., Z.J., Y.-L.P., Z.Z.), College of Biological Sciences (X.D., Z.J., Z.Z.), and Ministry of Agriculture Key Laboratory for Plant Pathology (Y.-L.P.), China Agricultural University, Beijing 100193, China
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26
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Bhatia R, Bosch M. Transcriptional regulators of Arabidopsis secondary cell wall formation: tools to re-program and improve cell wall traits. FRONTIERS IN PLANT SCIENCE 2014; 5:192. [PMID: 24860583 PMCID: PMC4030196 DOI: 10.3389/fpls.2014.00192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Accepted: 04/23/2014] [Indexed: 05/25/2023]
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27
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Gimeno J, Eattock N, Van Deynze A, Blumwald E. Selection and validation of reference genes for gene expression analysis in switchgrass (Panicum virgatum) using quantitative real-time RT-PCR. PLoS One 2014; 9:e91474. [PMID: 24621568 PMCID: PMC3951385 DOI: 10.1371/journal.pone.0091474] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 02/12/2014] [Indexed: 01/21/2023] Open
Abstract
Switchgrass (Panicum virgatum) has received a lot of attention as a forage and bioenergy crop during the past few years. Gene expression studies are in progress to improve new traits and develop new cultivars. Quantitative real time PCR (qRT-PCR) has emerged as an important technique to study gene expression analysis. For accurate and reliable results, normalization of data with reference genes is essential. In this work, we evaluate the stability of expression of genes to use as reference for qRT-PCR in the grass P. virgatum. Eleven candidate reference genes, including eEF-1α, UBQ6, ACT12, TUB6, eIF-4a, GAPDH, SAMDC, TUA6, CYP5, U2AF, and FTSH4, were validated for qRT-PCR normalization in different plant tissues and under different stress conditions. The expression stability of these genes was verified by the use of two distinct algorithms, geNorm and NormFinder. Differences were observed after comparison of the ranking of the candidate reference genes identified by both programs but eEF-1α, eIF-4a, CYP5 and U2AF are ranked as the most stable genes in the samples sets under study. Both programs discard the use of SAMDC and TUA6 for normalization. Validation of the reference genes proposed by geNorm and NormFinder were performed by normalization of transcript abundance of a group of target genes in different samples. Results show similar expression patterns when the best reference genes selected by both programs were used but differences were detected in the transcript abundance of the target genes. Based on the above research, we recommend the use of different statistical algorithms to identify the best reference genes for expression data normalization. The best genes selected in this study will help to improve the quality of gene expression data in a wide variety of samples in switchgrass.
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Affiliation(s)
- Jacinta Gimeno
- Department of Plant Sciences, University of California Davis, Davis, California, United States of America
| | - Nicholas Eattock
- Department of Plant Sciences, University of California Davis, Davis, California, United States of America
| | - Allen Van Deynze
- Department of Plant Sciences, University of California Davis, Davis, California, United States of America
| | - Eduardo Blumwald
- Department of Plant Sciences, University of California Davis, Davis, California, United States of America
- * E-mail:
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28
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Sarath G, Baird LM, Mitchell RB. Senescence, dormancy and tillering in perennial C4 grasses. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2014; 217-218:140-51. [PMID: 24467906 DOI: 10.1016/j.plantsci.2013.12.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Revised: 12/13/2013] [Accepted: 12/15/2013] [Indexed: 05/07/2023]
Abstract
Perennial, temperate, C4 grasses, such as switchgrass and miscanthus have been tabbed as sources of herbaceous biomass for the production of green fuels and chemicals based on a number of positive agronomic traits. Although there is important literature on the management of these species for biomass production on marginal lands, numerous aspects of their biology are as yet unexplored at the molecular level. Perenniality, a key agronomic trait, is a function of plant dormancy and winter survival of the below-ground parts of the plants. These include the crowns, rhizomes and meristems that will produce tillers. Maintaining meristem viability is critical for the continued survival of the plants. Plant tillers emerge from the dormant crown and rhizome meristems at the start of the growing period in the spring, progress through a phase of vegetative growth, followed by flowering and eventually undergo senescence. There is nutrient mobilization from the aerial portions of the plant to the crowns and rhizomes during tiller senescence. Signals arising from the shoots and from the environment can be expected to be integrated as the plants enter into dormancy. Plant senescence and dormancy have been well studied in several dicot species and offer a potential framework to understand these processes in temperate C4 perennial grasses. The availability of latitudinally adapted populations for switchgrass presents an opportunity to dissect molecular mechanisms that can impact senescence, dormancy and winter survival. Given the large increase in genomic and other resources for switchgrass, it is anticipated that projected molecular studies with switchgrass will have a broader impact on related species.
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Affiliation(s)
- Gautam Sarath
- USDA-ARS Grain, Forage and Bioenergy Research Unit, Lincoln, NE 68583-0937, United States; Department of Agronomy and Horticulture, University of Nebraska, Lincoln, NE 68583, United States.
| | - Lisa M Baird
- Biology Department, University of San Diego, San Diego, CA 92110, United States.
| | - Robert B Mitchell
- USDA-ARS Grain, Forage and Bioenergy Research Unit, Lincoln, NE 68583-0937, United States; Department of Agronomy and Horticulture, University of Nebraska, Lincoln, NE 68583, United States.
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29
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Luo X, Sun X, Liu B, Zhu D, Bai X, Cai H, Ji W, Cao L, Wu J, Wang M, Ding X, Zhu Y. Ectopic expression of a WRKY homolog from Glycine soja alters flowering time in Arabidopsis. PLoS One 2013; 8:e73295. [PMID: 23991184 PMCID: PMC3753250 DOI: 10.1371/journal.pone.0073295] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2013] [Accepted: 07/18/2013] [Indexed: 01/06/2023] Open
Abstract
Flowering is a critical event in the life cycle of plants; the WRKY-type transcription factors are reported to be involved in many developmental processes sunch as trichome development and epicuticular wax loading, but whether they are involved in flowering time regulation is still unknown. Within this study, we provide clear evidence that GsWRKY20, a member of WRKY gene family from wild soybean, is involved in controlling plant flowering time. Expression of GsWRKY20 was abundant in the shoot tips and inflorescence meristems of wild soybean. Phenotypic analysis showed that GsWRKY20 over-expression lines flowered earlier than the wild-type plants under all conditions: long-day and short-day photoperiods, vernalization, or exogenous GA3 application, indicating that GsWRKY20 may mainly be involved in an autonomous flowering pathway. Further analyses by qRT-PCR and microarray suggests that GsWRKY20 accelerating plant flowering might primarily be through the regulation of flowering-related genes (i.e., FLC, FT, SOC1 and CO) and floral meristem identity genes (i.e., AP1, SEP3, AP3, PI and AG). Our results provide the evidence demonstrating the effectiveness of manipulating GsWRKY20 for altering plant flowering time.
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Affiliation(s)
- Xiao Luo
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin, Heilong Jiang, China
| | - Xiaoli Sun
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Baohui Liu
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin, Heilong Jiang, China
| | - Dan Zhu
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Xi Bai
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Hua Cai
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Wei Ji
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Lei Cao
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Jing Wu
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Mingchao Wang
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
| | - Xiaodong Ding
- Department of Neurology, the University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Yanming Zhu
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin, Heilong Jiang, China
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30
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Slavov G, Allison G, Bosch M. Advances in the genetic dissection of plant cell walls: tools and resources available in Miscanthus. FRONTIERS IN PLANT SCIENCE 2013; 4:217. [PMID: 23847628 PMCID: PMC3701120 DOI: 10.3389/fpls.2013.00217] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2013] [Accepted: 06/05/2013] [Indexed: 05/19/2023]
Abstract
Tropical C4 grasses from the genus Miscanthus are believed to have great potential as biomass crops. However, Miscanthus species are essentially undomesticated, and genetic, molecular and bioinformatics tools are in very early stages of development. Furthermore, similar to other crops targeted as lignocellulosic feedstocks, the efficient utilization of biomass is hampered by our limited knowledge of the structural organization of the plant cell wall and the underlying genetic components that control this organization. The Institute of Biological, Environmental and Rural Sciences (IBERS) has assembled an extensive collection of germplasm for several species of Miscanthus. In addition, an integrated, multidisciplinary research programme at IBERS aims to inform accelerated breeding for biomass productivity and composition, while also generating fundamental knowledge. Here we review recent advances with respect to the genetic characterization of the cell wall in Miscanthus. First, we present a summary of recent and on-going biochemical studies, including prospects and limitations for the development of powerful phenotyping approaches. Second, we review current knowledge about genetic variation for cell wall characteristics of Miscanthus and illustrate how phenotypic data, combined with high-density arrays of single-nucleotide polymorphisms, are being used in genome-wide association studies to generate testable hypotheses and guide biological discovery. Finally, we provide an overview of the current knowledge about the molecular biology of cell wall biosynthesis in Miscanthus and closely related grasses, discuss the key conceptual and technological bottlenecks, and outline the short-term prospects for progress in this field.
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Affiliation(s)
- Gancho Slavov
- *Correspondence: Gancho Slavov, Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, Wales SY23 3EB, UK e-mail:
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31
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Townsley BT, Sinha NR, Kang J. KNOX1 genes regulate lignin deposition and composition in monocots and dicots. FRONTIERS IN PLANT SCIENCE 2013; 4:121. [PMID: 23653631 PMCID: PMC3642508 DOI: 10.3389/fpls.2013.00121] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2013] [Accepted: 04/16/2013] [Indexed: 05/04/2023]
Abstract
Plant secondary cell walls are deposited mostly in vascular tissues such as xylem vessels, tracheids, and fibers. These cell walls are composed of a complex matrix of compounds including cellulose, hemicellulose, and lignin. Lignin functions primarily to maintain the structural and mechanical integrity of both the transport vessel and the entire plant itself. Since lignin has been identified as a major source of biomass for biofuels, regulation of secondary cell wall biosynthesis has been a topic of much recent investigation. Biosynthesis and patterning of lignin involves many developmental and environmental cues including evolutionarily conserved transcriptional regulatory modules and hormonal signals. Here, we investigate the role of the class I Knotted1-like-homeobox (KNOX) genes and gibberellic acid in the lignin biosynthetic pathway in a representative monocot and a representative eudicot. Knotted1 overexpressing mutant plants showed a reduction in lignin content in both maize and tobacco. Expression of four key lignin biosynthesis genes was analyzed and revealed that KNOX1 genes regulate at least two steps in the lignin biosynthesis pathway. The negative regulation of lignin both in a monocot and a eudicot by the maize Kn1 gene suggests that lignin biosynthesis may be preserved across large phylogenetic distances. The evolutionary implications of regulation of lignification across divergent species are discussed.
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Affiliation(s)
- Brad T. Townsley
- Section of Plant Biology, University of California DavisDavis, CA, USA
| | - Neelima R. Sinha
- Section of Plant Biology, University of California DavisDavis, CA, USA
| | - Julie Kang
- Biology Department, University of Northern IowaCedar Falls, IA, USA
- *Correspondence: Julie Kang, Biology Department, University of Northern Iowa, 144 McCollum Science Hall, Cedar Falls, IA 50613, USA. e-mail:
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