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Fan C, Lyu M, Zeng B, He Q, Wang X, Lu MZ, Liu B, Liu J, Esteban E, Pasha A, Provart NJ, Wang H, Zhang J. Profiling of the gene expression and alternative splicing landscapes of Eucalyptus grandis. PLANT, CELL & ENVIRONMENT 2024; 47:1363-1378. [PMID: 38221855 DOI: 10.1111/pce.14814] [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: 10/21/2023] [Revised: 12/05/2023] [Accepted: 01/01/2024] [Indexed: 01/16/2024]
Abstract
Eucalyptus is a widely planted hardwood tree species due to its fast growth, superior wood properties and adaptability. However, the post-transcriptional regulatory mechanisms controlling tissue development and stress responses in Eucalyptus remain poorly understood. In this study, we performed a comprehensive analysis of the gene expression profile and the alternative splicing (AS) landscape of E. grandis using strand-specific RNA-Seq, which encompassed 201 libraries including different organs, developmental stages, and environmental stresses. We identified 10 416 genes (33.49%) that underwent AS, and numerous differentially expressed and/or differential AS genes involved in critical biological processes, such as primary-to-secondary growth transition of stems, adventitious root formation, aging and responses to phosphorus- or boron-deficiency. Co-expression analysis of AS events and gene expression patterns highlighted the potential upstream regulatory role of AS events in multiple processes. Additionally, we highlighted the lignin biosynthetic pathway to showcase the potential regulatory functions of AS events in the KNAT3 and IRL3 genes within this pathway. Our high-quality expression atlas and AS landscape serve as valuable resources for unravelling the genetic control of woody plant development, long-term adaptation, and understanding transcriptional diversity in Eucalyptus. Researchers can conveniently access these resources through the interactive ePlant browser (https://bar.utoronto.ca/eplant_eucalyptus).
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Affiliation(s)
- Chunjie Fan
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of State Forestry and Grassland Administration on Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
- State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, Zhejiang, China
| | - Mingjie Lyu
- National Key Facility for Crop Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
- Institute of Crop Germplasm and Biotechnology, Tianjin Academy of Agricultural Sciences, Tianjin, China
| | - Bingshan Zeng
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of State Forestry and Grassland Administration on Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Qiang He
- National Key Facility for Crop Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaoping Wang
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of State Forestry and Grassland Administration on Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Meng-Zhu Lu
- State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, Zhejiang, China
| | - Bobin Liu
- Jiansu Key Laboratory for Bioresources of Saline Soils, Jiangsu Synthetic Innovation Center for Coastal Bio-agriculture, School of Wetlands, Yancheng Teachers University, Yancheng, China
| | - Jun Liu
- National Key Facility for Crop Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Eddi Esteban
- Department of Cell and Systems Biology, Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada
| | - Asher Pasha
- Department of Cell and Systems Biology, Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada
| | - Nicholas J Provart
- Department of Cell and Systems Biology, Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada
| | - Huan Wang
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jin Zhang
- State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, Zhejiang, China
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Zhou F, Zhang H, Chen S, Fan C. Transcriptome analysis of the transition from primary to secondary growth of vertical stem in Eucalyptus grandis. BMC PLANT BIOLOGY 2024; 24:96. [PMID: 38331783 PMCID: PMC10851593 DOI: 10.1186/s12870-024-04731-3] [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: 04/23/2023] [Accepted: 01/04/2024] [Indexed: 02/10/2024]
Abstract
Eucalyptus was one of the most cultivated hardwood species worldwide, with rapid growth, good wood properties and a wide range of adaptability. Eucalyptus stem undergoes primary growth (longitudinal growth) followed by secondary growth (radial growth), which produces biomass that is an important source of energy worldwide. In order to better understand the genetic regulation of secondary growth in Eucalyptus grandis, Transcriptome analyses in stem segments along a developmental gradient from the third internode to the eleventh internode of E. grandis that spanned primary to secondary growth were carried out. 5,149 genes that were differentially expressed during stem development were identified. Combining the trend analysis by the Mfuzz method and the module-trait correlation analysis by the Weighted Gene Co-expression Network Analysis method, a total of 70 differentially expressed genes (DEGs) selected from 868 DEGs with high connectivity were found to be closely correlated with secondary growth. Results revealed that the differential expression of these DEGs suggests that they may involve in the primary growth or secondary growth. AP1, YAB2 TFs and EXP genes are highly expressed in the IN3, whereas NAC, MYB TFs are likely to be important for secondary growth. These results will expand our understanding of the complex molecular and cellular events of secondary growth and provide a foundation for future studies on wood formation in Eucalyptus.
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Affiliation(s)
- Fangping Zhou
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Key Laboratory of State Forestry Administration On Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China
| | - Haonan Zhang
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Key Laboratory of State Forestry Administration On Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China
- College of Life Science, Northeast Forestry University, Harbin, China
| | - Shanshan Chen
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Key Laboratory of State Forestry Administration On Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China
- State Key Laboratory of Tree Genetics Breeding, Northeast Forestry University, Harbin, China
| | - Chunjie Fan
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China.
- Key Laboratory of State Forestry Administration On Tropical Forestry, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China.
- Yuelushan Laboratory, Central South University of Forestry and Technology, Changsha, Hunan, China.
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Zhang S, Cao L, Chang R, Zhang H, Yu J, Li C, Liu G, Yan J, Xu Z. Network Analysis of Metabolome and Transcriptome Revealed Regulation of Different Nitrogen Concentrations on Hybrid Poplar Cambium Development. Int J Mol Sci 2024; 25:1017. [PMID: 38256092 PMCID: PMC10816006 DOI: 10.3390/ijms25021017] [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: 12/19/2023] [Revised: 01/08/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
Secondary development is a key biological characteristic of woody plants and the basis of wood formation. Exogenous nitrogen can affect the secondary growth of poplar, and some regulatory mechanisms have been found in the secondary xylem. However, the effect of nitrogen on cambium has not been reported. Herein, we investigated the effects of different nitrogen concentrations on cambium development using combined transcriptome and metabolome analysis. The results show that, compared with 1 mM NH4NO3 (M), the layers of hybrid poplar cambium cells decreased under the 0.15 mM NH4NO3 (L) and 0.3 mM NH4NO3 (LM) treatments. However, there was no difference in the layers of hybrid poplar cambium cells under the 3 mM NH4NO3 (HM) and 5 mM NH4NO3 (H) treatments. Totals of 2365, 824, 649 and 398 DEGs were identified in the M versus (vs.) L, M vs. LM, M vs. HM and M vs. H groups, respectively. Expression profile analysis of the DEGs showed that exogenous nitrogen affected the gene expression involved in plant hormone signal transduction, phenylpropanoid biosynthesis, the starch and sucrose metabolism pathway and the ubiquitin-mediated proteolysis pathway. In M vs. L, M vs. LM, M vs. HM and M vs. H, differential metabolites were enriched in flavonoids, lignans, coumarins and saccharides. The combined analysis of the transcriptome and metabolome showed that some genes and metabolites in plant hormone signal transduction, phenylpropanoid biosynthesis and starch and sucrose metabolism pathways may be involved in nitrogen regulation in cambium development, whose functions need to be verified. In this study, from the point of view that nitrogen influences cambium development to regulate wood formation, the network analysis of the transcriptome and metabolomics of cambium under different nitrogen supply levels was studied for the first time, revealing the potential regulatory and metabolic mechanisms involved in this process and providing new insights into the effects of nitrogen on wood development.
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Affiliation(s)
- Shuang Zhang
- College of Life Science, Northeast Forestry University, Harbin 150040, China; (S.Z.); (R.C.)
| | - Lina Cao
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
| | - Ruhui Chang
- College of Life Science, Northeast Forestry University, Harbin 150040, China; (S.Z.); (R.C.)
| | - Heng Zhang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
| | - Jiajie Yu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
| | - Chunming Li
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
| | - Guanjun Liu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
| | - Junxin Yan
- College of Landscape Architecture, Northeast Forestry University, Harbin 150040, China
| | - Zhiru Xu
- College of Life Science, Northeast Forestry University, Harbin 150040, China; (S.Z.); (R.C.)
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (L.C.); (H.Z.); (J.Y.); (C.L.); (G.L.)
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Shirazi Z, Khakdan F, Rafiei F, Balalami MY, Ranjbar M. Genome-wide identification and expression profile analysis of metal tolerance protein gene family in Eucalyptus grandis under metal stresses. BMC PLANT BIOLOGY 2023; 23:240. [PMID: 37149585 PMCID: PMC10163719 DOI: 10.1186/s12870-023-04240-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/21/2023] [Indexed: 05/08/2023]
Abstract
Metal tolerance proteins (MTPs) as Me2+/H+(K+) antiporters participate in the transport of divalent cations, leading to heavy metal stress resistance and mineral utilization in plants. In the present study, to obtain better knowledge of the biological functions of the MTPs family, 20 potential EgMTPs genes were identified in Eucalyptus grandis and classified into seven groups belonging to three cation diffusion facilitator groups (Mn-CDFs, Zn/Fe-CDFs, and Zn-CDFs) and seven groups. EgMTP-encoded amino acids ranged from 315 to 884, and most of them contained 4-6 recognized transmembrane domains and were clearly prognosticated to localize into the cell vacuole. Almost all EgMTP genes experienced gene duplication events, in which some might be uniformly distributed in the genome. The numbers of cation efflux and the zinc transporter dimerization domain were highest in EgMTP proteins. The promoter regions of EgMTP genes have different cis-regulatory elements, indicating that the transcription rate of EgMTP genes can be a controlled response to different stimuli in multiple pathways. Our findings provide accurate perception on the role of the predicted miRNAs and the presence of SSR marker in the Eucalyptus genome and clarify their functions in metal tolerance regulation and marker-assisted selection, respectively. Gene expression profiling based on previous RNA-seq data indicates a probable function for EgMTP genes during development and responses to biotic stress. Additionally, the upregulation of EgMTP6, EgMTP5, and EgMTP11.1 to excess Cd2+ and Cu2+ exposure might be responsible for metal translocation from roots to leaves.
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Affiliation(s)
- Zahra Shirazi
- Department of Biotechnology Research, Research Institute of Forests and Rangelands, Agricultural Research, Education and Extension Organization (AREEO), National Botanical Garden, Tehran Karaj Freeway, P.O. Box 13185-116, Tehran, Iran.
| | | | - Fariba Rafiei
- Department of Agronomy, Purdue University, West Lafayette, IN, 47907, USA
| | - Mahdi Yahyazadeh Balalami
- Department of Medicinal Plant Research, Research Institute of Forests and Rangelands, Agricultural Research, Education and Extension Organization (AREEO), National Botanical Garden, Tehran Karaj Freeway, P.O. Box 13185-116, Tehran, Iran
| | - Mojtaba Ranjbar
- Microbial Biotechnology Department, College of Biotechnology, University of Special Modern Technologies, Amol, Iran
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de Vries L, MacKay HA, Smith RA, Mottiar Y, Karlen SD, Unda F, Muirragui E, Bingman C, Vander Meulen K, Beebe ET, Fox BG, Ralph J, Mansfield SD. pHBMT1, a BAHD-family monolignol acyltransferase, mediates lignin acylation in poplar. PLANT PHYSIOLOGY 2022; 188:1014-1027. [PMID: 34977949 PMCID: PMC8825253 DOI: 10.1093/plphys/kiab546] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 10/26/2021] [Indexed: 05/13/2023]
Abstract
Poplar (Populus) lignin is naturally acylated with p-hydroxybenzoate ester moieties. However, the enzyme(s) involved in the biosynthesis of the monolignol-p-hydroxybenzoates have remained largely unknown. Here, we performed an in vitro screen of the Populus trichocarpa BAHD acyltransferase superfamily (116 genes) using a wheatgerm cell-free translation system and found five enzymes capable of producing monolignol-p-hydroxybenzoates. We then compared the transcript abundance of the five corresponding genes with p-hydroxybenzoate concentrations using naturally occurring unrelated genotypes of P. trichocarpa and revealed a positive correlation between the expression of p-hydroxybenzoyl-CoA monolig-nol transferase (pHBMT1, Potri.001G448000) and p-hydroxybenzoate levels. To test whether pHBMT1 is responsible for the biosynthesis of monolignol-p-hydroxybenzoates, we overexpressed pHBMT1 in hybrid poplar (Populus alba × P. grandidentata) (35S::pHBMT1 and C4H::pHBMT1). Using three complementary analytical methods, we showed that there was an increase in soluble monolignol-p-hydroxybenzoates and cell-wall-bound monolignol-p-hydroxybenzoates in the poplar transgenics. As these pendent groups are ester-linked, saponification releases p-hydroxybenzoate, a precursor to parabens that are used in pharmaceuticals and cosmetics. This identified gene could therefore be used to engineer lignocellulosic biomass with increased value for emerging biorefinery strategies.
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Affiliation(s)
- Lisanne de Vries
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Heather A MacKay
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Rebecca A Smith
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Yaseen Mottiar
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Steven D Karlen
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Faride Unda
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Emilia Muirragui
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Craig Bingman
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Kirk Vander Meulen
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Emily T Beebe
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Brian G Fox
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - John Ralph
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Shawn D Mansfield
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Author for communication:
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Ghosh Dasgupta M, Abdul Bari MP, Shanmugavel S, Dharanishanthi V, Muthupandi M, Kumar N, Chauhan SS, Kalaivanan J, Mohan H, Krutovsky KV, Rajasugunasekar D. Targeted re-sequencing and genome-wide association analysis for wood property traits in breeding population of Eucalyptus tereticornis × E. grandis. Genomics 2021; 113:4276-4292. [PMID: 34785351 DOI: 10.1016/j.ygeno.2021.11.013] [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: 11/01/2020] [Revised: 06/20/2021] [Accepted: 11/10/2021] [Indexed: 11/16/2022]
Abstract
Globally, Eucalyptus plantations occupy 22 million ha area and is one of the preferred hardwood species due to their short rotation, rapid growth, adaptability and wood properties. In this study, we present results of GWAS in parents and 100 hybrids of Eucalyptus tereticornis × E. grandis using 762 genes presumably involved in wood formation. Comparative analysis between parents predicted 32,202 polymorphic SNPs with high average read depth of 269-562× per individual per nucleotide. Seventeen wood related traits were phenotyped across three diverse environments and GWAS was conducted using 13,610 SNPs. A total of 45 SNP-trait associations were predicted across two locations. Seven large effect markers were identified which explained more than 80% of phenotypic variation for fibre area. This study has provided an array of candidate genes which may govern fibre morphology in this genus and has predicted potential SNPs which can guide future breeding programs in tropical Eucalyptus.
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Affiliation(s)
| | | | | | | | - Muthusamy Muthupandi
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore 641002, India
| | - Naveen Kumar
- Institute of Wood Science and Technology, 18(th) Cross Malleshwaram, Bangalore 560 003, India
| | - Shakti Singh Chauhan
- Institute of Wood Science and Technology, 18(th) Cross Malleshwaram, Bangalore 560 003, India
| | | | - Haritha Mohan
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore 641002, India
| | - Konstantin V Krutovsky
- Department of Forest Genetics and Forest Tree Breeding, Georg-August University of Göttingen, 37077 Göttingen, Germany; Center for Integrated Breeding Research, George-August University of Göttingen, 37075 Göttingen, Germany; Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, 660036 Krasnoyarsk, Russia; Laboratory of Population Genetics, N.I. Vavilov Institute of General Genetics, Russian Academy of Sciences, 119991 Moscow, Russia; Department of Ecosystem Science and Management, Texas A&M University, College Station, TX 77843-2138, USA
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7
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Yaya Lancheros ML, Rai KM, Balasubramanian VK, Dampanaboina L, Mendu V, Terán W. De novo transcriptome analysis of white teak (Gmelina arborea Roxb) wood reveals critical genes involved in xylem development and secondary metabolism. BMC Genomics 2021; 22:494. [PMID: 34215181 PMCID: PMC8252223 DOI: 10.1186/s12864-021-07777-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 06/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Gmelina arborea Roxb is a fast-growing tree species of commercial importance for tropical countries due to multiple industrial uses of its wood. Wood is primarily composed of thick secondary cell walls of xylem cells which imparts the strength to the wood. Identification of the genes involved in the secondary cell wall biosynthesis as well as their cognate regulators is crucial to understand how the production of wood occurs and serves as a starting point for developing breeding strategies to produce varieties with improved wood quality, better paper pulping or new potential uses such as biofuel production. In order to gain knowledge on the molecular mechanisms and gene regulation related with wood development in white teak, a de novo sequencing and transcriptome assembly approach was used employing secondary cell wall synthesizing cells from young white teak trees. RESULTS For generation of transcriptome, RNA-seq reads were assembled into 110,992 transcripts and 49,364 genes were functionally annotated using plant databases; 5071 GO terms and 25,460 SSR markers were identified within xylem transcripts and 10,256 unigenes were assigned to KEGG database in 130 pathways. Among transcription factor families, C2H2, C3H, bLHLH and MYB were the most represented in xylem. Differential gene expression analysis using leaves as a reference was carried out and a total of 20,954 differentially expressed genes were identified including monolignol biosynthetic pathway genes. The differential expression of selected genes (4CL, COMT, CCoAOMT, CCR and NST1) was validated using qPCR. CONCLUSIONS We report the very first de novo transcriptome of xylem-related genes in this tropical timber species of commercial importance and constitutes a valuable extension of the publicly available transcriptomic resource aimed at fostering both basic and breeding studies.
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Affiliation(s)
- Mary Luz Yaya Lancheros
- Department of Biology, Pontificia Universidad Javeriana, Carrera 7 N° 43-82, Bogotá, 110231, Colombia
| | - Krishan Mohan Rai
- Department of Plant and Soil Sciences, Fiber and Biopolymer Research Institute, Texas Tech University, Lubbock, TX, 79409, USA
- Department of Plant and Microbial Biology, College of Biological Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Vimal Kumar Balasubramanian
- Department of Plant and Soil Sciences, Fiber and Biopolymer Research Institute, Texas Tech University, Lubbock, TX, 79409, USA
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Lavanya Dampanaboina
- Department of Plant and Soil Sciences, Fiber and Biopolymer Research Institute, Texas Tech University, Lubbock, TX, 79409, USA
| | - Venugopal Mendu
- Department of Plant and Soil Sciences, Fiber and Biopolymer Research Institute, Texas Tech University, Lubbock, TX, 79409, USA
| | - Wilson Terán
- Department of Biology, Pontificia Universidad Javeriana, Carrera 7 N° 43-82, Bogotá, 110231, Colombia.
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Zhang S, Cao L, Sun X, Yu J, Xu X, Chang R, Suo J, Liu G, Xu Z, Qu C. Genome-wide analysis of UGDH genes in Populus trichocarpa and responsiveness to nitrogen treatment. 3 Biotech 2021; 11:149. [PMID: 33732570 DOI: 10.1007/s13205-021-02697-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 02/16/2021] [Indexed: 12/20/2022] Open
Abstract
Plant UDP-glucose 6-dehydrogenase (UGDH) is an important enzyme for the formation of hemicellulose and pectin. Previous studies on UGDH have primarily focused on the biosynthesis of cell wall polysaccharides, while few studies have focused on their regulation by exogenous nitrogen. In the present study, four genes encoding PtUGDH proteins were analyzed by bioinformatics methods. And, the expression profiles of PtUGDH genes under different nitrogen treatments were evaluated with qRT-PCR. The results showed that PtUGDHs have conserved NAD coenzyme binding motif GAGYVGG and the catalytic motif GFGGSCFQKDIL. According to the phylogenetic analysis, PtUGDHs were divided into two subgroups. PtUGDH3 and PtUGDH4 were closely related to AtUGDH1 (important for normal development of Arabidopsis cell wall structure). Chromosomal distribution and genome synteny analysis revealed four segmental-duplicated gene pairs on chr4, 8, 10 and 17. Tissue-specific data from PlantGenIE showed that PtUGDH3 and PtUGDH4 were highly expressed in stems. The qRT-PCR detection showed that the expression of PtUGDH3 in the lower stem and PtUGDH2 of upper leaves were significantly increased induced by low ammonium or nitrate condition. This comprehensive analysis of the UGDH family in poplar provides new insights into their regulation by nitrogen, and would increase our understanding of the roles of UGDHs in hemicellulose and pectin biosynthesis in the cell wall and during poplar development. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s13205-021-02697-9.
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Rodrigues AM, Miguel C, Chaves I, António C. Mass spectrometry-based forest tree metabolomics. MASS SPECTROMETRY REVIEWS 2021; 40:126-157. [PMID: 31498921 DOI: 10.1002/mas.21603] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 08/05/2019] [Indexed: 05/24/2023]
Abstract
Research in forest tree species has advanced slowly when compared with other agricultural crops and model organisms, mainly due to the long-life cycles, large genome sizes, and lack of genomic tools. Additionally, trees are complex matrices, and the presence of interferents (e.g., oleoresins and cellulose) challenges the analysis of tree tissues with mass spectrometry (MS)-based analytical platforms. In this review, advances in MS-based forest tree metabolomics are discussed. Given their economic and ecological significance, particular focus is given to Pinus, Quercus, and Eucalyptus forest tree species to better understand their metabolite responses to abiotic and biotic stresses in the current climate change scenario. Furthermore, MS-based metabolomics technologies produce large and complex datasets that require expertize to adequately manage, process, analyze, and store the data in dedicated repositories. To ensure that the full potential of forest tree metabolomics data are translated into new knowledge, these data should comply with the FAIR principles (i.e., Findable, Accessible, Interoperable, and Re-usable). It is essential that adequate standards are implemented to annotate metadata from forest tree metabolomics studies as is already required by many science and governmental agencies and some major scientific publishers. © 2019 John Wiley & Sons Ltd. Mass Spec Rev 40:126-157, 2021.
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Affiliation(s)
- Ana Margarida Rodrigues
- Plant Metabolomics Laboratory, GreenIT-Bioresources for Sustainability, Instituto de Tecnologia Química e Biológica António Xavie, Universidade Nova de Lisboa (ITQB NOVA) Avenida da República, Oeiras, 2780-157, Portugal
| | - Célia Miguel
- Forest Genomics & Molecular Genetics Lab, BioISI-Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, 1749-016, Lisboa, Portugal
- Instituto de Biologia Experimental e Tecnológica (iBET), 2780-157, Oeiras, Portugal
| | - Inês Chaves
- Forest Genomics & Molecular Genetics Lab, BioISI-Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, 1749-016, Lisboa, Portugal
- Instituto de Biologia Experimental e Tecnológica (iBET), 2780-157, Oeiras, Portugal
| | - Carla António
- Plant Metabolomics Laboratory, GreenIT-Bioresources for Sustainability, Instituto de Tecnologia Química e Biológica António Xavie, Universidade Nova de Lisboa (ITQB NOVA) Avenida da República, Oeiras, 2780-157, Portugal
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10
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Li H, Huang X, Li W, Lu Y, Dai X, Zhou Z, Li Q. MicroRNA comparison between poplar and larch provides insight into the different mechanism of wood formation. PLANT CELL REPORTS 2020; 39:1199-1217. [PMID: 32577818 DOI: 10.1007/s00299-020-02559-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 06/12/2020] [Indexed: 05/22/2023]
Abstract
MiRNA transcriptome analysis of different tissues in poplar and larch suggests variant roles of miRNAs in regulating wood formation between two kinds of phyla. Poplar and larch belong to two different phyla. Both are ecological woody species and major resources for wood-related industrial applications. However, wood properties are different between these two species and the molecular basis is largely unknown. In this study, we performed high-throughput sequencing of microRNAs (miRNAs) in the three tissues, xylem, phloem and leaf of Populus alba × Populus glandulosa and Larix kaempferi. Differentially expressed miRNA (DEmiRNA) analysis identified 85 xylem-specific miRNAs in P. alba × P. glandulosa and 158 xylem-specific miRNAs in L. kaempferi. Among 36 common miRNAs, 12 were conserved between the two species. GO and KEGG analyses of the miRNA target genes showed similar metabolism in two species. Through KEGG and BLASTN, we predicted target genes of xylem differentially expressed (DEmiRNA) in the wood formation-related pathways and located DEmiRNAs in these pathways. A network was built for wood formation-related DEmiRNAs, their target genes and orthologous genes in Arabidopsis thaliana. Comparison of DEmiRNA and target gene annotation between P. alba × P. glandulosa and L. kaempferi suggested the different functions of DEmiRNAs and divergent mechanism in wood formation between two species, providing knowledge to understand wood formation mechanism in gymnosperm and angiosperm woody plants.
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Affiliation(s)
- Hui Li
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
| | - Xiong Huang
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
| | - Wanfeng Li
- Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
| | - Yan Lu
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
| | - Xinren Dai
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China.
| | - Zaizhi Zhou
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, 510520, China.
| | - Quanzi Li
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Beijing, 100091, China
- Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
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11
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Balmant KM, Noble JD, C Alves F, Dervinis C, Conde D, Schmidt HW, Vazquez AI, Barbazuk WB, Campos GDL, Resende MFR, Kirst M. Xylem systems genetics analysis reveals a key regulator of lignin biosynthesis in Populus deltoides. Genome Res 2020; 30:1131-1143. [PMID: 32817237 PMCID: PMC7462072 DOI: 10.1101/gr.261438.120] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 07/13/2020] [Indexed: 02/01/2023]
Abstract
Despite the growing resources and tools for high-throughput characterization and analysis of genomic information, the discovery of the genetic elements that regulate complex traits remains a challenge. Systems genetics is an emerging field that aims to understand the flow of biological information that underlies complex traits from genotype to phenotype. In this study, we used a systems genetics approach to identify and evaluate regulators of the lignin biosynthesis pathway in Populus deltoides by combining genome, transcriptome, and phenotype data from a population of 268 unrelated individuals of P. deltoides The discovery of lignin regulators began with the quantitative genetic analysis of the xylem transcriptome and resulted in the detection of 6706 and 4628 significant local- and distant-eQTL associations, respectively. Among the locally regulated genes, we identified the R2R3-MYB transcription factor MYB125 (Potri.003G114100) as a putative trans-regulator of the majority of genes in the lignin biosynthesis pathway. The expression of MYB125 in a diverse population positively correlated with lignin content. Furthermore, overexpression of MYB125 in transgenic poplar resulted in increased lignin content, as well as altered expression of genes in the lignin biosynthesis pathway. Altogether, our findings indicate that MYB125 is involved in the control of a transcriptional coexpression network of lignin biosynthesis genes during secondary cell wall formation in P. deltoides.
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Affiliation(s)
- Kelly M Balmant
- School of Forest Resources and Conservation, University of Florida, Gainesville, Florida 32611, USA
| | - Jerald D Noble
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, Florida 32611, USA
| | - Filipe C Alves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan 48824, USA
| | - Christopher Dervinis
- School of Forest Resources and Conservation, University of Florida, Gainesville, Florida 32611, USA
| | - Daniel Conde
- School of Forest Resources and Conservation, University of Florida, Gainesville, Florida 32611, USA
| | - Henry W Schmidt
- School of Forest Resources and Conservation, University of Florida, Gainesville, Florida 32611, USA
| | - Ana I Vazquez
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan 48824, USA
| | - William B Barbazuk
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, Florida 32611, USA
- Department of Biology, University of Florida, Gainesville, Florida 32611, USA
- Genetics Institute, University of Florida, Gainesville, Florida 32611, USA
| | - Gustavo de Los Campos
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan 48824, USA
- Statistics Department, Michigan State University, East Lansing, Michigan 48824, USA
| | - Marcio F R Resende
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, Florida 32611, USA
- Horticulture Sciences Department, University of Florida, Gainesville, Florida 32611, USA
| | - Matias Kirst
- School of Forest Resources and Conservation, University of Florida, Gainesville, Florida 32611, USA
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, Florida 32611, USA
- Genetics Institute, University of Florida, Gainesville, Florida 32611, USA
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12
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Ribeiro CL, Conde D, Balmant KM, Dervinis C, Johnson MG, McGrath AP, Szewczyk P, Unda F, Finegan CA, Schmidt HW, Miles B, Drost DR, Novaes E, Gonzalez-Benecke CA, Peter GF, Burleigh JG, Martin TA, Mansfield SD, Chang G, Wickett NJ, Kirst M. The uncharacterized gene EVE contributes to vessel element dimensions in Populus. Proc Natl Acad Sci U S A 2020; 117:5059-5066. [PMID: 32041869 PMCID: PMC7060721 DOI: 10.1073/pnas.1912434117] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The radiation of angiosperms led to the emergence of the vast majority of today's plant species and all our major food crops. Their extraordinary diversification occurred in conjunction with the evolution of a more efficient vascular system for the transport of water, composed of vessel elements. The physical dimensions of these water-conducting specialized cells have played a critical role in angiosperm evolution; they determine resistance to water flow, influence photosynthesis rate, and contribute to plant stature. However, the genetic factors that determine their dimensions are unclear. Here we show that a previously uncharacterized gene, ENLARGED VESSEL ELEMENT (EVE), contributes to the dimensions of vessel elements in Populus, impacting hydraulic conductivity. Our data suggest that EVE is localized in the plasma membrane and is involved in potassium uptake of differentiating xylem cells during vessel development. In plants, EVE first emerged in streptophyte algae, but expanded dramatically among vessel-containing angiosperms. The phylogeny, structure and composition of EVE indicates that it may have been involved in an ancient horizontal gene-transfer event.
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Affiliation(s)
- Cíntia L Ribeiro
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Daniel Conde
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Kelly M Balmant
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Christopher Dervinis
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | | | - Aaron P McGrath
- Skaggs School of Pharmacy and Pharmaceutical Science, University of California San Diego, La Jolla, CA 92093
| | - Paul Szewczyk
- Skaggs School of Pharmacy and Pharmaceutical Science, University of California San Diego, La Jolla, CA 92093
| | - Faride Unda
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Christina A Finegan
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611
| | - Henry W Schmidt
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Brianna Miles
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Derek R Drost
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611
| | - Evandro Novaes
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | | | - Gary F Peter
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
- Genetics Institute, University of Florida, Gainesville, FL 32611
| | - J Gordon Burleigh
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611
- Department of Biology, University of Florida, Gainesville, FL 32611
| | - Timothy A Martin
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
| | - Shawn D Mansfield
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Geoffrey Chang
- Skaggs School of Pharmacy and Pharmaceutical Science, University of California San Diego, La Jolla, CA 92093
- Department of Pharmacology, School of Medicine, University of California San Diego, La Jolla, CA 92093
| | - Norman J Wickett
- Plant Science and Conservation, Chicago Botanic Garden, Glencoe, IL 60622
- Plant Biology and Conservation, Northwestern University, Evanston, IL 60208
| | - Matias Kirst
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, Gainesville, FL 32611;
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611
- Genetics Institute, University of Florida, Gainesville, FL 32611
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13
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Vercruysse J, Van Bel M, Osuna‐Cruz CM, Kulkarni SR, Storme V, Nelissen H, Gonzalez N, Inzé D, Vandepoele K. Comparative transcriptomics enables the identification of functional orthologous genes involved in early leaf growth. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:553-567. [PMID: 31361386 PMCID: PMC6953196 DOI: 10.1111/pbi.13223] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 07/10/2019] [Accepted: 07/25/2019] [Indexed: 05/20/2023]
Abstract
Leaf growth is a complex trait for which many similarities exist in different plant species, suggesting functional conservation of the underlying pathways. However, a global view of orthologous genes involved in leaf growth showing conserved expression in dicots and monocots is currently missing. Here, we present a genome-wide comparative transcriptome analysis between Arabidopsis and maize, identifying conserved biological processes and gene functions active during leaf growth. Despite the orthology complexity between these distantly related plants, 926 orthologous gene groups including 2829 Arabidopsis and 2974 maize genes with similar expression during leaf growth were found, indicating conservation of the underlying molecular networks. We found 65% of these genes to be involved in one-to-one orthology, whereas only 28.7% of the groups with divergent expression had one-to-one orthology. Within the pool of genes with conserved expression, 19 transcription factor families were identified, demonstrating expression conservation of regulators active during leaf growth. Additionally, 25 Arabidopsis and 25 maize putative targets of the TCP transcription factors with conserved expression were determined based on the presence of enriched transcription factor binding sites. Based on large-scale phenotypic data, we observed that genes with conserved expression have a higher probability to be involved in leaf growth and that leaf-related phenotypes are more frequently present for genes having orthologues between dicots and monocots than clade-specific genes. This study shows the power of integrating transcriptomic with orthology data to identify or select candidates for functional studies during leaf development in flowering plants.
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Affiliation(s)
- Jasmien Vercruysse
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Michiel Van Bel
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Cristina M. Osuna‐Cruz
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Shubhada R. Kulkarni
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Véronique Storme
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Hilde Nelissen
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Nathalie Gonzalez
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
- INRAUMR1332 Biologie du fruit et PathologieINRA Bordeaux AquitaineVillenave d'Ornon CedexFrance
| | - Dirk Inzé
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
| | - Klaas Vandepoele
- Department of Plant Biotechnology and BioinformaticsGhent UniversityGentBelgium
- Center for Plant Systems BiologyVIBGentBelgium
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14
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Penning BW, Shiga TM, Klimek JF, SanMiguel PJ, Shreve J, Thimmapuram J, Sykes RW, Davis MF, McCann MC, Carpita NC. Expression profiles of cell-wall related genes vary broadly between two common maize inbreds during stem development. BMC Genomics 2019; 20:785. [PMID: 31664907 PMCID: PMC6819468 DOI: 10.1186/s12864-019-6117-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 09/20/2019] [Indexed: 11/23/2022] Open
Abstract
Background The cellular machinery for cell wall synthesis and metabolism is encoded by members of large multi-gene families. Maize is both a genetic model for grass species and a potential source of lignocellulosic biomass from crop residues. Genetic improvement of maize for its utility as a bioenergy feedstock depends on identification of the specific gene family members expressed during secondary wall development in stems. Results High-throughput sequencing of transcripts expressed in developing rind tissues of stem internodes provided a comprehensive inventory of cell wall-related genes in maize (Zea mays, cultivar B73). Of 1239 of these genes, 854 were expressed among the internodes at ≥95 reads per 20 M, and 693 of them at ≥500 reads per 20 M. Grasses have cell wall compositions distinct from non-commelinid species; only one-quarter of maize cell wall-related genes expressed in stems were putatively orthologous with those of the eudicot Arabidopsis. Using a slope-metric algorithm, five distinct patterns for sub-sets of co-expressed genes were defined across a time course of stem development. For the subset of genes associated with secondary wall formation, fifteen sequence motifs were found in promoter regions. The same members of gene families were often expressed in two maize inbreds, B73 and Mo17, but levels of gene expression between them varied, with 30% of all genes exhibiting at least a 5-fold difference at any stage. Although presence-absence and copy-number variation might account for much of these differences, fold-changes of expression of a CADa and a FLA11 gene were attributed to polymorphisms in promoter response elements. Conclusions Large genetic variation in maize as a species precludes the extrapolation of cell wall-related gene expression networks even from one common inbred line to another. Elucidation of genotype-specific expression patterns and their regulatory controls will be needed for association panels of inbreds and landraces to fully exploit genetic variation in maize and other bioenergy grass species.
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Affiliation(s)
- Bryan W Penning
- Department of Botany & Plant Pathology, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA.,Department of Biological Sciences, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA.,, Present Address: USDA-ARS, Wheat Quality Research Unit, 1680 Madison Avenue, Wooster, OH, 44691, USA
| | - Tânia M Shiga
- Department of Botany & Plant Pathology, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA.,Present Address: Departamento de Alimentos e Nutrição Experimental, FCF-USP F, 3091-3647 / 3091-3007, Av. Prof. Lineu Prestes, 580 - BL-14 CEP 05508-000, Butantã, Sâo Paulo, SP, Brazil
| | - John F Klimek
- Department of Botany & Plant Pathology, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA
| | - Philip J SanMiguel
- Genomics Core Facility, Purdue University, 170 South University Street, Purdue University, West Lafayette, IN, 47907, USA
| | - Jacob Shreve
- Bioinformatics Core Facility, Purdue University, 155 South Grant Street, West Lafayette, IN, 47907, USA.,, Present Address: Department of Internal Medicine, Cleveland Clinic, 9500 Euclid Ave, Cleveland, OH, 44195, USA
| | - Jyothi Thimmapuram
- Present Address: Departamento de Alimentos e Nutrição Experimental, FCF-USP F, 3091-3647 / 3091-3007, Av. Prof. Lineu Prestes, 580 - BL-14 CEP 05508-000, Butantã, Sâo Paulo, SP, Brazil.,Bioinformatics Core Facility, Purdue University, 155 South Grant Street, West Lafayette, IN, 47907, USA
| | - Robert W Sykes
- National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,, Present Address: Los Alamos National Laboratory, P.O. Box 1663, Los Alamos, NM, Los Alamos, NM, 87545, USA
| | - Mark F Davis
- National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Maureen C McCann
- Department of Biological Sciences, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA.,Purdue Center for Plant Biology, West Lafayette, USA
| | - Nicholas C Carpita
- Department of Botany & Plant Pathology, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA. .,Department of Biological Sciences, Purdue University, 915 West State Street, West Lafayette, IN, 47907, USA. .,Purdue Center for Plant Biology, West Lafayette, USA.
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15
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McKown AD, Klápště J, Guy RD, Corea ORA, Fritsche S, Ehlting J, El-Kassaby YA, Mansfield SD. A role for SPEECHLESS in the integration of leaf stomatal patterning with the growth vs disease trade-off in poplar. THE NEW PHYTOLOGIST 2019; 223:1888-1903. [PMID: 31081152 DOI: 10.1111/nph.15911] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 04/29/2019] [Indexed: 05/08/2023]
Abstract
Occurrence of stomata on both leaf surfaces (amphistomaty) promotes higher stomatal conductance and photosynthesis while simultaneously increasing exposure to potential disease agents in black cottonwood (Populus trichocarpa). A genome-wide association study (GWAS) with 2.2M single nucleotide polymorphisms generated through whole-genome sequencing found 280 loci associated with variation in adaxial stomatal traits, implicating genes regulating stomatal development and behavior. Strikingly, numerous loci regulating plant growth and response to biotic and abiotic stresses were also identified. The most significant locus was a poplar homologue of SPEECHLESS (PtSPCH1). Individuals possessing PtSPCH1 alleles associated with greater adaxial stomatal density originated primarily from environments with shorter growing seasons (e.g. northern latitudes, high elevations) or with less precipitation. PtSPCH1 was expressed in developing leaves but not developing stem xylem. In developing leaves, RNA sequencing showed patterns of coordinated expression between PtSPCH1 and other GWAS-identified genes. The breadth of our GWAS results suggests that the evolution of amphistomaty is part of a larger, complex response in plants. Suites of genes underpin this response, retrieved through genetic association to adaxial stomata, and show coordinated expression during development. We propose that the occurrence of amphistomaty in P. trichocarpa involves PtSPCH1 and reflects selection for supporting rapid growth over investment in immunity.
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Affiliation(s)
- Athena D McKown
- Department of Forest and Conservation Sciences, Faculty of Forestry, Forest Sciences Centre, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Jaroslav Klápště
- Department of Forest and Conservation Sciences, Faculty of Forestry, Forest Sciences Centre, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Department of Genetics and Physiology of Forest Trees, Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Prague, 165 21, Czech Republic
- Scion (New Zealand Forest Research Institute Ltd), Whakarewarewa, Rotorua, 3046, New Zealand
| | - Robert D Guy
- Department of Forest and Conservation Sciences, Faculty of Forestry, Forest Sciences Centre, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Oliver R A Corea
- Department of Biology and Centre for Forest Biology, University of Victoria, Victoria, BC, V8W 3N5, Canada
| | - Steffi Fritsche
- Scion (New Zealand Forest Research Institute Ltd), Whakarewarewa, Rotorua, 3046, New Zealand
- Department of Botany, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Jürgen Ehlting
- Department of Biology and Centre for Forest Biology, University of Victoria, Victoria, BC, V8W 3N5, Canada
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, Faculty of Forestry, Forest Sciences Centre, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Shawn D Mansfield
- Department of Wood Science, Faculty of Forestry, Forest Sciences Centre, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
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16
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Wierzbicki MP, Christie N, Pinard D, Mansfield SD, Mizrachi E, Myburg AA. A systems genetics analysis in Eucalyptus reveals coordination of metabolic pathways associated with xylan modification in wood-forming tissues. THE NEW PHYTOLOGIST 2019; 223:1952-1972. [PMID: 31144333 DOI: 10.1111/nph.15972] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Accepted: 05/01/2019] [Indexed: 06/09/2023]
Abstract
Acetyl- and methylglucuronic acid decorations of xylan, the dominant hemicellulose in secondary cell walls (SCWs) of woody dicots, affect its interaction with cellulose and lignin to determine SCW structure and extractability. Genes and pathways involved in these modifications may be targets for genetic engineering; however, little is known about the regulation of xylan modifications in woody plants. To address this, we assessed genetic and gene expression variation associated with xylan modification in developing xylem of Eucalyptus grandis × Eucalyptus urophylla interspecific hybrids. Expression quantitative trait locus (eQTL) mapping identified potential regulatory polymorphisms affecting gene expression modules associated with xylan modification. We identified 14 putative xylan modification genes that are members of five expression modules sharing seven trans-eQTL hotspots. The xylan modification genes are prevalent in two expression modules. The first comprises nucleotide sugar interconversion pathways supplying the essential precursors for cellulose and xylan biosynthesis. The second contains genes responsible for phenylalanine biosynthesis and S-adenosylmethionine biosynthesis required for glucuronic acid and monolignol methylation. Co-expression and co-regulation analyses also identified four metabolic sources of acetyl coenxyme A that appear to be transcriptionally coordinated with xylan modification. Our systems genetics analysis may provide new avenues for metabolic engineering to alter wood SCW biology for enhanced biomass processability.
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Affiliation(s)
- Martin P Wierzbicki
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, Genomics Research Institute, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
| | - Nanette Christie
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, Genomics Research Institute, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
| | - Desré Pinard
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, Genomics Research Institute, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
| | - Shawn D Mansfield
- Department of Wood Science, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Eshchar Mizrachi
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, Genomics Research Institute, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
| | - Alexander A Myburg
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, Genomics Research Institute, University of Pretoria, Private bag X20, Pretoria, 0028, South Africa
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17
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Kumar V, Hainaut M, Delhomme N, Mannapperuma C, Immerzeel P, Street NR, Henrissat B, Mellerowicz EJ. Poplar carbohydrate-active enzymes: whole-genome annotation and functional analyses based on RNA expression data. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 99:589-609. [PMID: 31111606 PMCID: PMC6852159 DOI: 10.1111/tpj.14417] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 05/06/2019] [Accepted: 05/13/2019] [Indexed: 05/20/2023]
Abstract
Carbohydrate-active enzymes (CAZymes) catalyze the formation and modification of glycoproteins, glycolipids, starch, secondary metabolites and cell wall biopolymers. They are key enzymes for the biosynthesis of food and renewable biomass. Woody biomass is particularly important for long-term carbon storage and as an abundant renewable natural resource for many industrial applications. This study presents a re-annotation of CAZyme genes in the current Populus trichocarpa genome assembly and in silico functional characterization, based on high-resolution RNA-Seq data sets. Altogether, 1914 CAZyme and expansin genes were annotated in 101 families. About 1797 of these genes were found expressed in at least one Populus organ. We identified genes involved in the biosynthesis of different cell wall polymers and their paralogs. Whereas similar families exist in poplar and Arabidopsis thaliana (with the exception of CBM13 found only in poplar), a few families had significantly different copy numbers between the two species. To identify the transcriptional coordination and functional relatedness within the CAZymes and other proteins, we performed co-expression network analysis of CAZymes in wood-forming tissues using the AspWood database (http://aspwood.popgenie.org/aspwood-v3.0/) for Populus tremula. This provided an overview of the transcriptional changes in CAZymes during the transition from primary to secondary wall formation, and the clustering of transcripts into potential regulons. Candidate enzymes involved in the biosynthesis of polysaccharides were identified along with many tissue-specific uncharacterized genes and transcription factors. These collections offer a rich source of targets for the modification of secondary cell wall biosynthesis and other developmental processes in woody plants.
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Affiliation(s)
- Vikash Kumar
- Umeå Plant Science CenterDepartment of Forest Genetics and Plant PhysiologySwedish University of Agricultural SciencesUmeaSweden
| | - Matthieu Hainaut
- Architecture et Fonction des Macromolécules BiologiquesCentre National de la Recherche Scientifique (CNRS)Aix‐Marseille UniversityMarseilleFrance
- INRAUSC 1408 AFMBMarseilleFrance
| | - Nicolas Delhomme
- Umeå Plant Science CenterDepartment of Forest Genetics and Plant PhysiologySwedish University of Agricultural SciencesUmeaSweden
| | | | - Peter Immerzeel
- Umeå Plant Science CenterDepartment of Forest Genetics and Plant PhysiologySwedish University of Agricultural SciencesUmeaSweden
- Chemical EngineeringKarlstad UniversityKarlstad65188Sweden
| | - Nathaniel R. Street
- Umeå Plant Science CenterPlant Physiology DepartmentUmeå UniversityUmeåSweden
| | - Bernard Henrissat
- Architecture et Fonction des Macromolécules BiologiquesCentre National de la Recherche Scientifique (CNRS)Aix‐Marseille UniversityMarseilleFrance
- INRAUSC 1408 AFMBMarseilleFrance
| | - Ewa J. Mellerowicz
- Umeå Plant Science CenterDepartment of Forest Genetics and Plant PhysiologySwedish University of Agricultural SciencesUmeaSweden
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18
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Roodt D, Li Z, Van de Peer Y, Mizrachi E. Loss of Wood Formation Genes in Monocot Genomes. Genome Biol Evol 2019; 11:1986-1996. [PMID: 31173081 PMCID: PMC6644875 DOI: 10.1093/gbe/evz115] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/03/2019] [Indexed: 12/23/2022] Open
Abstract
Woodiness (secondary xylem derived from vascular cambium) has been gained and lost multiple times in the angiosperms, but has been lost ancestrally in all monocots. Here, we investigate the conservation of genes involved in xylogenesis in fully sequenced angiosperm genomes, hypothesizing that monocots have lost some essential orthologs involved in this process. We analyzed the conservation of genes preferentially expressed in the developing secondary xylem of two eudicot trees in the sequenced genomes of 26 eudicot and seven monocot species, and the early diverging angiosperm Amborella trichopoda. We also reconstructed a regulatory model of early vascular cambial cell identity and differentiation and investigated the conservation of orthologs across the angiosperms. Additionally, we analyzed the genome of the aquatic seagrass Zostera marina for additional losses of genes otherwise essential to, especially, secondary cell wall formation. Despite almost complete conservation of orthology within the early cambial differentiation gene network, we show a clear pattern of loss of genes preferentially expressed in secondary xylem in the monocots that are highly conserved across eudicot species. Our study provides candidate genes that may have led to the loss of vascular cambium in the monocots, and, by comparing terrestrial angiosperms to an aquatic monocot, highlights genes essential to vasculature on land.
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Affiliation(s)
- Danielle Roodt
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, University of Pretoria, South Africa
- Genomics Research Institute, University of Pretoria, South Africa
| | - Zhen Li
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Belgium
- VIB Center for Plant Systems Biology, VIB, Ghent, Belgium
- Bioinformatics Institute Ghent, Ghent University, Belgium
| | - Yves Van de Peer
- Genomics Research Institute, University of Pretoria, South Africa
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Belgium
- VIB Center for Plant Systems Biology, VIB, Ghent, Belgium
- Bioinformatics Institute Ghent, Ghent University, Belgium
- Department of Biochemistry, Genetics and Microbiology, Centre for Microbial Ecology and Genomics, University of Pretoria, South Africa
| | - Eshchar Mizrachi
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, University of Pretoria, South Africa
- Genomics Research Institute, University of Pretoria, South Africa
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19
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Tuskan GA, Groover AT, Schmutz J, DiFazio SP, Myburg A, Grattapaglia D, Smart LB, Yin T, Aury JM, Kremer A, Leroy T, Le Provost G, Plomion C, Carlson JE, Randall J, Westbrook J, Grimwood J, Muchero W, Jacobson D, Michener JK. Hardwood Tree Genomics: Unlocking Woody Plant Biology. FRONTIERS IN PLANT SCIENCE 2018; 9:1799. [PMID: 30619389 PMCID: PMC6304363 DOI: 10.3389/fpls.2018.01799] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 11/19/2018] [Indexed: 05/07/2023]
Abstract
Woody perennial angiosperms (i.e., hardwood trees) are polyphyletic in origin and occur in most angiosperm orders. Despite their independent origins, hardwoods have shared physiological, anatomical, and life history traits distinct from their herbaceous relatives. New high-throughput DNA sequencing platforms have provided access to numerous woody plant genomes beyond the early reference genomes of Populus and Eucalyptus, references that now include willow and oak, with pecan and chestnut soon to follow. Genomic studies within these diverse and undomesticated species have successfully linked genes to ecological, physiological, and developmental traits directly. Moreover, comparative genomic approaches are providing insights into speciation events while large-scale DNA resequencing of native collections is identifying population-level genetic diversity responsible for variation in key woody plant biology across and within species. Current research is focused on developing genomic prediction models for breeding, defining speciation and local adaptation, detecting and characterizing somatic mutations, revealing the mechanisms of gender determination and flowering, and application of systems biology approaches to model complex regulatory networks underlying quantitative traits. Emerging technologies such as single-molecule, long-read sequencing is being employed as additional woody plant species, and genotypes within species, are sequenced, thus enabling a comparative ("evo-devo") approach to understanding the unique biology of large woody plants. Resource availability, current genomic and genetic applications, new discoveries and predicted future developments are illustrated and discussed for poplar, eucalyptus, willow, oak, chestnut, and pecan.
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Affiliation(s)
- Gerald A. Tuskan
- Center for Bioenergy Innovation, Biosciences Division, Oak Ridge National Laboratory (DOE), Oak Ridge, TN, United States
| | - Andrew T. Groover
- Pacific Southwest Research Station, USDA Forest Service, Davis, CA, United States
| | - Jeremy Schmutz
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
- Joint Genome Institute, Walnut Creek, CA, United States
| | | | - Alexander Myburg
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, University of Pretoria, Pretoria, South Africa
| | - Dario Grattapaglia
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Brazil
- Universidade Católica de Brasília, Brasília, Brazil
| | - Lawrence B. Smart
- Horticulture Section, School of Integrative Plant Science, Cornell University, Geneva, NY, United States
| | - Tongming Yin
- The Key Laboratory for Poplar Improvement of Jiangsu Province, Nanjing Forestry University, Nanjing, China
| | - Jean-Marc Aury
- Commissariat à l’Energie Atomique, Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | - Thibault Leroy
- BIOGECO, INRA, Université de Bordeaux, Cestas, France
- ISEM, CNRS, IRD, EPHE, Université de Montpellier, Montpellier, France
| | | | | | - John E. Carlson
- Schatz Center for Tree Molecular Genetics, Department of Ecosystem Science and Management, Pennsylvania State University, University Park, PA, United States
| | - Jennifer Randall
- Department of Entomology, Plant Pathology and Weed Science, New Mexico State University, Las Cruces, NM, United States
| | - Jared Westbrook
- The American Chestnut Foundation, Asheville, NC, United States
| | - Jane Grimwood
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Wellington Muchero
- Center for Bioenergy Innovation, Biosciences Division, Oak Ridge National Laboratory (DOE), Oak Ridge, TN, United States
| | - Daniel Jacobson
- Center for Bioenergy Innovation, Biosciences Division, Oak Ridge National Laboratory (DOE), Oak Ridge, TN, United States
| | - Joshua K. Michener
- Center for Bioenergy Innovation, Biosciences Division, Oak Ridge National Laboratory (DOE), Oak Ridge, TN, United States
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20
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Dharanishanthi V, Ghosh Dasgupta M. Co-expression network of transcription factors reveal ethylene-responsive element-binding factor as key regulator of wood phenotype in Eucalyptus tereticornis. 3 Biotech 2018; 8:315. [PMID: 30023147 DOI: 10.1007/s13205-018-1344-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2018] [Accepted: 07/09/2018] [Indexed: 12/28/2022] Open
Abstract
Suitability of wood biomass for pulp production is dependent on the cellular architecture and composition of secondary cell wall. Presently, systems genetics approach is being employed to understand the molecular basis of trait variation and co-expression network analysis has enabled holistic understanding of complex trait such as secondary development. Transcription factors (TFs) are reported as key regulators of meristematic growth and wood formation. The hierarchical TF network is a multi-layered system which interacts with downstream structural genes involved in biosynthesis of cellulose, hemicelluloses and lignin. Several TFs have been associated with wood formation in tree species such as Populus, Eucalyptus, Picea and Pinus. However, TF-specific co-expression networks to understand the interaction between these regulators are not reported. In the present study, co-expression network was developed for TFs expressed during wood formation in Eucalyptus tereticornis and ethylene-responsive element-binding factor, EtERF2, was identified as the major hub transcript which co-expressed with other secondary cell wall biogenesis-specific TFs such as EtSND2, EtVND1, EtVND4, EtVND6, EtMYB70, EtGRAS and EtSCL8. This study reveals a probable role of ethylene in determining natural variation in wood properties in Eucalyptus species. Understanding this transcriptional regulation underpinning the complex bio-processing trait of wood biomass will complement the Eucalyptus breeding program through selection of industrially suitable phenotypes by marker-assisted selection.
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21
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Carlson CH, Choi Y, Chan AP, Serapiglia MJ, Town CD, Smart LB. Dominance and Sexual Dimorphism Pervade the Salix purpurea L. Transcriptome. Genome Biol Evol 2017; 9:2377-2394. [PMID: 28957462 PMCID: PMC5622329 DOI: 10.1093/gbe/evx174] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/31/2017] [Indexed: 12/24/2022] Open
Abstract
The heritability of gene expression is critical in understanding heterosis and is dependent on allele-specific regulation by local and remote factors in the genome. We used RNA-Seq to test whether variation in gene expression among F1 and F2 intraspecific Salix purpurea progeny is attributable to cis- and trans-regulatory divergence. We assessed the mode of inheritance based on gene expression levels and allele-specific expression for F1 and F2 intraspecific progeny in two distinct tissue types: shoot tip and stem internode. In addition, we explored sexually dimorphic patterns of inheritance and regulatory divergence among F1 progeny individuals. We show that in S. purpurea intraspecific crosses, gene expression inheritance largely exhibits a maternal dominant pattern, regardless of tissue type or pedigree. A significantly greater number of cis- and trans-regulated genes coincided with upregulation of the maternal parent allele in the progeny, irrespective of the magnitude, whereas the paternal allele was higher expressed for genes showing cis × trans or compensatory regulation. Importantly, consistent with previous genetic mapping results for sex in shrub willow, we have delimited sex-biased gene expression to a 2 Mb pericentromeric region on S. purpurea chr15 and further refined the sex determination region. Altogether, our results offer insight into the inheritance of gene expression in S. purpurea as well as evidence of sexually dimorphic expression which may have contributed to the evolution of dioecy in Salix.
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Affiliation(s)
- Craig H. Carlson
- Horticulture Section, School of Integrative Plant Science, Cornell University, New York State Agricultural Experiment Station, Geneva, New York 14456 USA
| | - Yongwook Choi
- J. Craig Venter Institute, Rockville, Maryland 20850 USA
| | - Agnes P. Chan
- J. Craig Venter Institute, Rockville, Maryland 20850 USA
| | - Michelle J. Serapiglia
- Horticulture Section, School of Integrative Plant Science, Cornell University, New York State Agricultural Experiment Station, Geneva, New York 14456 USA
| | | | - Lawrence B. Smart
- Horticulture Section, School of Integrative Plant Science, Cornell University, New York State Agricultural Experiment Station, Geneva, New York 14456 USA
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22
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Unda F, Kim H, Hefer C, Ralph J, Mansfield SD. Altering carbon allocation in hybrid poplar (Populus alba × grandidentata) impacts cell wall growth and development. PLANT BIOTECHNOLOGY JOURNAL 2017; 15:865-878. [PMID: 27998032 PMCID: PMC5466441 DOI: 10.1111/pbi.12682] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 11/24/2016] [Accepted: 12/05/2016] [Indexed: 05/20/2023]
Abstract
Galactinol synthase is a pivotal enzyme involved in the synthesis of the raffinose family of oligosaccharides (RFOs) that function as transport carbohydrates in the phloem, as storage compounds in sink tissues and as soluble metabolites that combat both abiotic and biotic stress in several plant species. Hybrid poplar (Populus alba × grandidentata) overexpressing the Arabidopsis thaliana GolS3 (AtGolS3) gene showed clear effects on development; the extreme overexpressing lines were stunted and had cell wall traits characteristic of tension wood, whereas lines with only moderate up-regulation grew normally and had moderately altered secondary cell wall composition and ultrastructure. Stem cross-sections of the developing xylem revealed a significant increase in the number of vessels, as well as the clear presence of a G-layer in the fibres. Furthermore, AtGolS3-OE lines possessed higher cellulose and lower lignin contents, an increase in cellulose crystallinity, and significantly altered hemicellulose-derived carbohydrates, notably manifested by their mannose and xylose contents. In addition, the transgenic plants displayed elevated xylem starch content. Transcriptome interrogation of the transgenic plants showed a significant up-regulation of genes involved in the synthesis of myo-inositol, along with genes involved in sucrose degradation. The results suggest that the overexpression of GolS and its product galactinol may serve as a molecular signal that initiates metabolic changes, culminating in a change in cell wall development and potentially the formation of tension wood.
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Affiliation(s)
- Faride Unda
- Department of Wood ScienceUniversity of British ColumbiaVancouverBCCanada
| | - Hoon Kim
- Department of BiochemistryUniversity of WisconsinMadisonWIUSA
- Department of Energy Great Lakes Bioenergy Research CenterWisconsin Energy InstituteMadisonWIUSA
| | - Charles Hefer
- Biotechnology PlatformAgricultural Research CouncilPretoriaSouth Africa
| | - John Ralph
- Department of BiochemistryUniversity of WisconsinMadisonWIUSA
- Department of Energy Great Lakes Bioenergy Research CenterWisconsin Energy InstituteMadisonWIUSA
| | - Shawn D. Mansfield
- Department of Wood ScienceUniversity of British ColumbiaVancouverBCCanada
- Department of Energy Great Lakes Bioenergy Research CenterWisconsin Energy InstituteMadisonWIUSA
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23
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Fahrenkrog AM, Neves LG, Resende MFR, Vazquez AI, de Los Campos G, Dervinis C, Sykes R, Davis M, Davenport R, Barbazuk WB, Kirst M. Genome-wide association study reveals putative regulators of bioenergy traits in Populus deltoides. THE NEW PHYTOLOGIST 2017; 213:799-811. [PMID: 27596807 DOI: 10.1111/nph.14154] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 07/13/2016] [Indexed: 05/18/2023]
Abstract
Genome-wide association studies (GWAS) have been used extensively to dissect the genetic regulation of complex traits in plants. These studies have focused largely on the analysis of common genetic variants despite the abundance of rare polymorphisms in several species, and their potential role in trait variation. Here, we conducted the first GWAS in Populus deltoides, a genetically diverse keystone forest species in North America and an important short rotation woody crop for the bioenergy industry. We searched for associations between eight growth and wood composition traits, and common and low-frequency single-nucleotide polymorphisms detected by targeted resequencing of 18 153 genes in a population of 391 unrelated individuals. To increase power to detect associations with low-frequency variants, multiple-marker association tests were used in combination with single-marker association tests. Significant associations were discovered for all phenotypes and are indicative that low-frequency polymorphisms contribute to phenotypic variance of several bioenergy traits. Our results suggest that both common and low-frequency variants need to be considered for a comprehensive understanding of the genetic regulation of complex traits, particularly in species that carry large numbers of rare polymorphisms. These polymorphisms may be critical for the development of specialized plant feedstocks for bioenergy.
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Affiliation(s)
- Annette M Fahrenkrog
- School of Forest Resources and Conservation, University of Florida, PO Box 110410, Gainesville, FL, 32611, USA
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, PO Box 110690, Gainesville, FL, 32610, USA
| | - Leandro G Neves
- School of Forest Resources and Conservation, University of Florida, PO Box 110410, Gainesville, FL, 32611, USA
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, PO Box 110690, Gainesville, FL, 32610, USA
| | - Márcio F R Resende
- School of Forest Resources and Conservation, University of Florida, PO Box 110410, Gainesville, FL, 32611, USA
- Genetics and Genomics Graduate Program, University of Florida, PO Box 103610, Gainesville, FL, 32610, USA
| | - Ana I Vazquez
- Department of Epidemiology and Biostatistics, Michigan State University, 909 Fee Road, East Lansing, MI, 48824, USA
| | - Gustavo de Los Campos
- Department of Epidemiology and Biostatistics, Michigan State University, 909 Fee Road, East Lansing, MI, 48824, USA
- Statistics Department, Michigan State University, 619 Red Cedar Road, MI, 48824, USA
| | - Christopher Dervinis
- School of Forest Resources and Conservation, University of Florida, PO Box 110410, Gainesville, FL, 32611, USA
| | - Robert Sykes
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO, 80401, USA
| | - Mark Davis
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO, 80401, USA
| | - Ruth Davenport
- Biology Department, University of Florida, PO Box 118525, Gainesville, FL, 32611, USA
| | - William B Barbazuk
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, PO Box 110690, Gainesville, FL, 32610, USA
- Biology Department, University of Florida, PO Box 118525, Gainesville, FL, 32611, USA
- University of Florida Genetics Institute, University of Florida, PO Box 103610, Gainesville, FL, 32611, USA
| | - Matias Kirst
- School of Forest Resources and Conservation, University of Florida, PO Box 110410, Gainesville, FL, 32611, USA
- Plant Molecular and Cellular Biology Graduate Program, University of Florida, PO Box 110690, Gainesville, FL, 32610, USA
- University of Florida Genetics Institute, University of Florida, PO Box 103610, Gainesville, FL, 32611, USA
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24
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Ingvarsson PK, Hvidsten TR, Street NR. Towards integration of population and comparative genomics in forest trees. THE NEW PHYTOLOGIST 2016; 212:338-44. [PMID: 27575589 DOI: 10.1111/nph.14153] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 06/27/2016] [Indexed: 05/08/2023]
Abstract
Contents 338 I. 338 II. 339 III. 340 IV. 342 343 References 343 SUMMARY: The past decade saw the initiation of an ongoing revolution in sequencing technologies that is transforming all fields of biology. This has been driven by the advent and widespread availability of high-throughput, massively parallel short-read sequencing (MPS) platforms. These technologies have enabled previously unimaginable studies, including draft assemblies of the massive genomes of coniferous species and population-scale resequencing. Transcriptomics studies have likewise been transformed, with RNA-sequencing enabling studies in nonmodel organisms, the discovery of previously unannotated genes (novel transcripts), entirely new classes of RNAs and previously unknown regulatory mechanisms. Here we touch upon current developments in the areas of genome assembly, comparative regulomics and population genetics as they relate to studies of forest tree species.
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Affiliation(s)
- Pär K Ingvarsson
- Umeå Plant Science Centre, Department of Ecology and Environmental Science, Umeå University, 901 87, Umeå, Sweden
| | - Torgeir R Hvidsten
- Department of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, 1432, Ås, Norway
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, 901 87, Umeå, Sweden
| | - Nathaniel R Street
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, 901 87, Umeå, Sweden.
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25
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PoplarGene: poplar gene network and resource for mining functional information for genes from woody plants. Sci Rep 2016; 6:31356. [PMID: 27515999 PMCID: PMC4981870 DOI: 10.1038/srep31356] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 07/18/2016] [Indexed: 01/05/2023] Open
Abstract
Poplar is not only an important resource for the production of paper, timber and other wood-based products, but it has also emerged as an ideal model system for studying woody plants. To better understand the biological processes underlying various traits in poplar, e.g., wood development, a comprehensive functional gene interaction network is highly needed. Here, we constructed a genome-wide functional gene network for poplar (covering ~70% of the 41,335 poplar genes) and created the network web service PoplarGene, offering comprehensive functional interactions and extensive poplar gene functional annotations. PoplarGene incorporates two network-based gene prioritization algorithms, neighborhood-based prioritization and context-based prioritization, which can be used to perform gene prioritization in a complementary manner. Furthermore, the co-functional information in PoplarGene can be applied to other woody plant proteomes with high efficiency via orthology transfer. In addition to poplar gene sequences, the webserver also accepts Arabidopsis reference gene as input to guide the search for novel candidate functional genes in PoplarGene. We believe that PoplarGene (http://bioinformatics.caf.ac.cn/PoplarGene and http://124.127.201.25/PoplarGene) will greatly benefit the research community, facilitating studies of poplar and other woody plants.
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26
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Construction of co-expression network based on natural expression variation of xylogenesis-related transcripts in Eucalyptus tereticornis. Mol Biol Rep 2016; 43:1129-46. [DOI: 10.1007/s11033-016-4046-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2016] [Accepted: 07/20/2016] [Indexed: 12/23/2022]
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27
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Davin N, Edger PP, Hefer CA, Mizrachi E, Schuetz M, Smets E, Myburg AA, Douglas CJ, Schranz ME, Lens F. Functional network analysis of genes differentially expressed during xylogenesis in soc1ful woody Arabidopsis plants. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2016; 86:376-90. [PMID: 26952251 DOI: 10.1111/tpj.13157] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 02/29/2016] [Accepted: 03/03/2016] [Indexed: 05/21/2023]
Abstract
Many plant genes are known to be involved in the development of cambium and wood, but how the expression and functional interaction of these genes determine the unique biology of wood remains largely unknown. We used the soc1ful loss of function mutant - the woodiest genotype known in the otherwise herbaceous model plant Arabidopsis - to investigate the expression and interactions of genes involved in secondary growth (wood formation). Detailed anatomical observations of the stem in combination with mRNA sequencing were used to assess transcriptome remodeling during xylogenesis in wild-type and woody soc1ful plants. To interpret the transcriptome changes, we constructed functional gene association networks of differentially expressed genes using the STRING database. This analysis revealed functionally enriched gene association hubs that are differentially expressed in herbaceous and woody tissues. In particular, we observed the differential expression of genes related to mechanical stress and jasmonate biosynthesis/signaling during wood formation in soc1ful plants that may be an effect of greater tension within woody tissues. Our results suggest that habit shifts from herbaceous to woody life forms observed in many angiosperm lineages could have evolved convergently by genetic changes that modulate the gene expression and interaction network, and thereby redeploy the conserved wood developmental program.
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Affiliation(s)
- Nicolas Davin
- Naturalis Biodiversity Center, Leiden University, PO Box 9517, 2300 RA Leiden, The Netherlands
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48823, USA
| | - Charles A Hefer
- Department of Botany, University of British Columbia, Department of Botany, 6270 University Blvd, Vancouver BC V6T 1Z4, Canada
- Biotechnology Platform, Agricultural Research Council, Private Bag X5, Onderstepoort, 0110, South Africa
| | - Eshchar Mizrachi
- Department of Genetics, University of Pretoria, PO Box X20, Pretoria, 0028, South Africa
- Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Mathias Schuetz
- Department of Botany, University of British Columbia, Department of Botany, 6270 University Blvd, Vancouver BC V6T 1Z4, Canada
- Michael Smith Laboratories, University of British Columbia, 6270 University boulevard, V6T 1Z4, Vancouver, BC, Canada
| | - Erik Smets
- Naturalis Biodiversity Center, Leiden University, PO Box 9517, 2300 RA Leiden, The Netherlands
- Ecology, Evolution and Biodiversity Conservation Section, Katholieke Universiteit Leuven, Kasteelpark Arenberg 31 box 2435, 3001 Leuven, Belgium
| | - Alexander A Myburg
- Department of Genetics, University of Pretoria, PO Box X20, Pretoria, 0028, South Africa
- Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Carl J Douglas
- Department of Botany, University of British Columbia, Department of Botany, 6270 University Blvd, Vancouver BC V6T 1Z4, Canada
| | - Michael E Schranz
- Biosystematics Group, Wageningen University, PO Box 16, 6700AP Wageningen, The Netherlands
| | - Frederic Lens
- Naturalis Biodiversity Center, Leiden University, PO Box 9517, 2300 RA Leiden, The Netherlands
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28
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Suarez-Gonzalez A, Hefer CA, Christe C, Corea O, Lexer C, Cronk QCB, Douglas CJ. Genomic and functional approaches reveal a case of adaptive introgression fromPopulus balsamifera(balsam poplar) inP. trichocarpa(black cottonwood). Mol Ecol 2016; 25:2427-42. [DOI: 10.1111/mec.13539] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Revised: 01/02/2016] [Accepted: 01/06/2016] [Indexed: 01/14/2023]
Affiliation(s)
| | - Charles A. Hefer
- Department of Botany; University of British Columbia; Vancouver BC V6T 1Z4 Canada
| | - Camille Christe
- Unit of Ecology & Evolution; Department of Biology; University of Fribourg; CH-1700 Fribourg Switzerland
| | - Oliver Corea
- Department of Biology and Centre for Forest Biology; University of Victoria; Victoria BC V8W 3N5 Canada
| | - Christian Lexer
- Unit of Ecology & Evolution; Department of Biology; University of Fribourg; CH-1700 Fribourg Switzerland
- Department of Botany and Biodiversity Research; University of Vienna; A-1030 Vienna Austria
| | - Quentin C. B. Cronk
- Department of Botany; University of British Columbia; Vancouver BC V6T 1Z4 Canada
| | - Carl J. Douglas
- Department of Botany; University of British Columbia; Vancouver BC V6T 1Z4 Canada
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29
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Bailey S, Percy DM, Hefer CA, Cronk QCB. The transcriptional landscape of insect galls: psyllid (Hemiptera) gall formation in Hawaiian Metrosideros polymorpha (Myrtaceae). BMC Genomics 2015; 16:943. [PMID: 26572921 PMCID: PMC4647832 DOI: 10.1186/s12864-015-2109-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 10/19/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Recent studies show that galling Hymenoptera and Diptera are able to synthesize the plant hormone indole-3-acetic acid (auxin) from tryptophan and that plant response to insect-produced auxin is implicated in gall formation. We examined the leaf transcriptome of galled and ungalled leaves of individuals of the Hawaiian endemic plant Metrosideros polymorpha (Myrtaceae) subject to infestation by psyllid (Hemiptera) gall-makers in the genus Trioza (Triozidae). RESULTS Transcript libraries were sequenced using Illumina technology and the reads assembled de novo into contigs. Functional identification of contigs followed a two-step procedure, first identifying contigs by comparison to the completely sequenced genome of the related Eucalyptus, followed by identifying the equivalent Arabidopsis gene using a pre-computed mapping between Eucalyptus and Arabidopsis genes. This allowed us to use the rich functional annotation of the Arabidopsis genome to assess the transcriptional landscape of galling in Metrosideros. Comparing galled and ungalled leaves, we find a highly significant enrichment of expressed genes with a gene ontology (GO) annotation to auxin response in the former. One gene consistently expressed in all galled trees examined but not detected in any libraries from ungalled leaves was the Metrosideros version of SMALL AUXIN UPREGULATED (SAUR) 67 which appears to be a marker for leaf-galling in Metrosideros. CONCLUSIONS We conclude that an auxin response is involved in galling by Metrosideros psyllids. The possibility should therefore be considered that psyllids (like other insects examined) are able to synthesize auxin.
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Affiliation(s)
- Sebastian Bailey
- School of Biological and Chemical Sciences, Queen Mary University of London, London, E1 4NS, UK
| | - Diana M Percy
- Department of Life Sciences, Natural History Museum, London, SW7 5BD, UK.
| | - Charles A Hefer
- Agricultural Research Council, Private Bag X05, Onderstepoort, Pretoria, 0110, South Africa
| | - Quentin C B Cronk
- School of Biological and Chemical Sciences, Queen Mary University of London, London, E1 4NS, UK
- Department of Botany, University of British Columbia, 3529-6270 University Blvd., Vancouver, BC, Canada, V6T 1Z4
- Jodrell Laboratory, Royal Botanic Gardens, Kew, Richmond, Surrey, TW9 3AB, UK
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Strauss SH, Myburg AA. Plant scientists celebrate new woody plant genome. THE NEW PHYTOLOGIST 2015; 206:1185-1187. [PMID: 25952535 DOI: 10.1111/nph.13443] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Affiliation(s)
- Steven H Strauss
- Department of Forest Ecosystems and Society, Oregon State University, 321 Richardson Hall, Corvallis, OR, 97331-5752, USA
| | - Alexander A Myburg
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
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Pinard D, Mizrachi E, Hefer CA, Kersting AR, Joubert F, Douglas CJ, Mansfield SD, Myburg AA. Comparative analysis of plant carbohydrate active enZymes and their role in xylogenesis. BMC Genomics 2015; 16:402. [PMID: 25994181 PMCID: PMC4440533 DOI: 10.1186/s12864-015-1571-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Accepted: 04/23/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Carbohydrate metabolism is a key feature of vascular plant architecture, and is of particular importance in large woody species, where lignocellulosic biomass is responsible for bearing the bulk of the stem and crown. Since Carbohydrate Active enZymes (CAZymes) in plants are responsible for the synthesis, modification and degradation of carbohydrate biopolymers, the differences in gene copy number and regulation between woody and herbaceous species have been highlighted previously. There are still many unanswered questions about the role of CAZymes in land plant evolution and the formation of wood, a strong carbohydrate sink. RESULTS Here, twenty-two publically available plant genomes were used to characterize the frequency, diversity and complexity of CAZymes in plants. We find that a conserved suite of CAZymes is a feature of land plant evolution, with similar diversity and complexity regardless of growth habit and form. In addition, we compared the diversity and levels of CAZyme gene expression during wood formation in trees using mRNA-seq data from two distantly related angiosperm tree species Eucalyptus grandis and Populus trichocarpa, highlighting the major CAZyme classes involved in xylogenesis and lignocellulosic biomass production. CONCLUSIONS CAZyme domain ratio across embryophytes is maintained, and the diversity of CAZyme domains is similar in all land plants, regardless of woody habit. The stoichiometric conservation of gene expression in woody and non-woody tissues of Eucalyptus and Populus are indicative of gene balance preservation.
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Affiliation(s)
- Desre Pinard
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Private bag X20 Hatfield, Pretoria, 0028, South Africa.
| | - Eshchar Mizrachi
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Private bag X20 Hatfield, Pretoria, 0028, South Africa.
| | - Charles A Hefer
- Centre for Bioinformatics and Computational Biology, Genomics Research Institute (GRI), University of Pretoria, Private bag X20 Hatfield, Pretoria, 0028, South Africa.
| | - Anna R Kersting
- Evolutionary Bioinformatics Group, Institute for Evolution and Biodiversity, Hufferstr. 1, Munster, D48149, Germany.
| | - Fourie Joubert
- Centre for Bioinformatics and Computational Biology, Genomics Research Institute (GRI), University of Pretoria, Private bag X20 Hatfield, Pretoria, 0028, South Africa.
| | - Carl J Douglas
- Department of Botany, University of British Columbia, 6270 University Blvd, Vancouver, BC, V6T 1Z4, Canada.
| | - Shawn D Mansfield
- Department of Wood Science, University of British Columbia, 2424 Main Mall, Vancouver, BC, V6T 1Z4, Canada.
| | - Alexander A Myburg
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Private bag X20 Hatfield, Pretoria, 0028, South Africa.
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