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Wang Y, Wang J, Chen L, Meng X, Zhen X, Liang Y, Han Y, Li H, Zhang B. Identification and function analysis of yellow-leaf mutant (YX-yl) of broomcorn millet. BMC PLANT BIOLOGY 2022; 22:463. [PMID: 36167497 PMCID: PMC9513943 DOI: 10.1186/s12870-022-03843-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 09/12/2022] [Indexed: 05/30/2023]
Abstract
BACKGROUND Broomcorn millet is highly tolerant to drought and barren soil. Changes in chlorophyll content directly affect leaf color, which subsequently leadsleading to poor photosynthetic performance and reduced crop yield. Herein, we isolated a yellow leaf mutant (YX-yl) using a forward genetics approach and evaluated its agronomic traits, photosynthetic pigment content, chloroplast ultrastructure, and chlorophyll precursors. Furthermore, the molecular mechanism of yellowing was explored using transcriptome sequencing. RESULTS The YX-yl mutant showed significantly decreased plant height and low yield. The leaves exhibited a yellow-green phenotype and poor photosynthetic capacity during the entire growth period. The content of chlorophyll a, chlorophyll b, and carotenoids in YX-yl leaves was lower than that in wild-type leaves. Chlorophyll precursor analysis results showed that chlorophyll biosynthesis in YX-yl was hindered by the conversion of porphobilinogen to protoporphyrin IX. Examination of chloroplast ultrastructure in the leaves revealed that the chloroplasts of YX-yl accumulated on one side of the cell. Moreover, the chloroplast structure of YX-yl was degraded. The inner and outer membranes of the chloroplasts could not be distinguished well. The numbers of grana and grana thylakoids in the chloroplasts were low. The transcriptome of the yellowing mutant YX-yl was sequenced and compared with that of the wild type. Nine chlorophyll-related genes with significantly different expression profiles were identified: PmUROD, PmCPO, PmGSAM, PmPBDG, PmLHCP, PmCAO, PmVDE, PmGluTR, and PmPNPT. The proteins encoded by these genes were located in the chloroplast, chloroplast membrane, chloroplast thylakoid membrane, and chloroplast matrix and were mainly involved in chlorophyll biosynthesis and redox-related enzyme regulation. CONCLUSIONS YX-yl is an ideal material for studying pigment metabolism mechanisms. Changes in the expression patterns of some genes between YX-yl and the wild type led to differences in chloroplast structures and enzyme activities in the chlorophyll biosynthesis pathway, ultimately resulting in a yellowing phenotype in the YX-yl mutant. Our findings provide an insight to the molecular mechanisms of leaf color formation and chloroplast development in broomcorn millet.
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Affiliation(s)
- Yushen Wang
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
- Shanxi Key Laboratory of Germplasm Innovation and Molecular Breeding of Minor Crop, Taigu, Shanxi, China, 030801
- Ministerial and Provincial Co-Innovation Centre for Endemic Crops Production With High-Quality and Efficiency in Loess Plateau, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Junjie Wang
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Liqing Chen
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Xiaowei Meng
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Xiaoxi Zhen
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Yinpei Liang
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Yuanhuai Han
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
- Shanxi Key Laboratory of Germplasm Innovation and Molecular Breeding of Minor Crop, Taigu, Shanxi, China, 030801
| | - Hongying Li
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801
| | - Bin Zhang
- College of Agriculture, Shanxi Agricultural University, Taigu, Shanxi, China, 030801.
- Shanxi Key Laboratory of Germplasm Innovation and Molecular Breeding of Minor Crop, Taigu, Shanxi, China, 030801.
- Ministerial and Provincial Co-Innovation Centre for Endemic Crops Production With High-Quality and Efficiency in Loess Plateau, Shanxi Agricultural University, Taigu, Shanxi, China, 030801.
- Institute of Agricultural Bioengineering, Shanxi Agricultural University, Taigu, Shanxi, China, 030801.
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Cackett L, Luginbuehl LH, Schreier TB, Lopez-Juez E, Hibberd JM. Chloroplast development in green plant tissues: the interplay between light, hormone, and transcriptional regulation. THE NEW PHYTOLOGIST 2022; 233:2000-2016. [PMID: 34729790 DOI: 10.1111/nph.17839] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/09/2021] [Indexed: 05/20/2023]
Abstract
Chloroplasts are best known for their role in photosynthesis, but they also allow nitrogen and sulphur assimilation, amino acid, fatty acid, nucleotide and hormone synthesis. How chloroplasts develop is therefore relevant to these diverse and fundamental biological processes, but also to attempts at their rational redesign. Light is strictly required for chloroplast formation in all angiosperms and directly regulates the expression of hundreds of chloroplast-related genes. Light also modulates the levels of several hormones including brassinosteriods, cytokinins, auxins and gibberellins, which themselves control chloroplast development particularly during early stages of plant development. Transcription factors such as GOLDENLIKE1&2 (GLK1&2), GATA NITRATE-INDUCIBLE CARBON METABOLISM-INVOLVED (GNC) and CYTOKININ-RESPONSIVE GATA FACTOR 1 (CGA1) act downstream of both light and phytohormone signalling to regulate chloroplast development. Thus, in green tissues transcription factors, light signalling and hormone signalling form a complex network regulating the transcription of chloroplast- and photosynthesis-related genes to control the development and number of chloroplasts per cell. We use this conceptual framework to identify points of regulation that could be harnessed to modulate chloroplast abundance and increase photosynthetic efficiency of crops, and to highlight future avenues to overcome gaps in current knowledge.
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Affiliation(s)
- Lee Cackett
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 3EA, UK
| | - Leonie H Luginbuehl
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 3EA, UK
| | - Tina B Schreier
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 3EA, UK
| | - Enrique Lopez-Juez
- Department of Biological Sciences, Royal Holloway University of London, Egham, TW20 0EX, UK
| | - Julian M Hibberd
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 3EA, UK
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Tivendale ND, Millar AH. How is auxin linked with cellular energy pathways to promote growth? THE NEW PHYTOLOGIST 2022; 233:2397-2404. [PMID: 34984715 DOI: 10.1111/nph.17946] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 11/02/2021] [Indexed: 05/12/2023]
Abstract
Auxin is the 'growth hormone' and modulation of its concentration correlates with changes in photosynthesis and respiration, influencing the cellular energy budget for biosynthesis and proliferation. However, the relative importance of mechanisms by which auxin directly influences photosynthesis and respiration, or vice versa, are unclear. Here we bring together recent evidence linking auxin with photosynthesis, plastid biogenesis, mitochondrial metabolism and retrograde signalling and through it we propose three hypotheses to test to unify current findings. These require delving into the control of auxin conjugation to primary metabolic intermediates, translational control under auxin regulation and post-translational influences of auxin on primary metabolic processes.
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Affiliation(s)
- Nathan D Tivendale
- ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, Perth, WA, 6009, Australia
- School of Molecular Sciences, The University of Western Australia, Perth, WA, 6009, Australia
| | - A Harvey Millar
- ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, Perth, WA, 6009, Australia
- School of Molecular Sciences, The University of Western Australia, Perth, WA, 6009, Australia
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4
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Yu C, Chen W, Wang Z, Lou H. Comparative proteomic analysis of tomato (Solanum lycopersicum L.) shoots reveals crosstalk between strigolactone and auxin. Genomics 2021; 113:3163-3173. [PMID: 34246692 DOI: 10.1016/j.ygeno.2021.07.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 06/24/2021] [Accepted: 07/06/2021] [Indexed: 11/26/2022]
Abstract
As one of the main vegetable crops cultivated in the world, the tomato has advantages of high yield and economic benefits, and plays an important role in promoting farmers' income and social and economic growth. However, lateral branches during the growth process of tomato consume considerable nutrients and reduce the yield of tomato. Phytohormones such as strigolactone and auxin can inhibit the formation of lateral branches. However, the mechanism of their interaction is not particularly clear. To better understand the effects of exogenous strigolactone and auxin on tomato, proteome analyses of tomato shoots treated with exogenous GR24 and indole acetic acid were performed using an integrated approach involving tandem mass tag (TMT) labeling and liquid chromatography-mass spectrometry/mass spectrometry (LC-MS/MS). We identified 6685 proteins, of which 5822 contained quantitative information. Many differentially expressed proteins (DEPs) were found in different comparisons, including 415, 148, and 130 DEPs in GR24 vs mock, IAA vs mock, and GR24 + IAA vs mock comparisons, respectively. The Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that 'photosynthesis - antenna proteins' were significantly enriched in three treatments. Our data can help reveal the interaction between strigolactone and auxin in tomato seedlings.
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Affiliation(s)
- Chenliang Yu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China
| | - Wenchao Chen
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China
| | - Zhanqi Wang
- Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, College of Life Sciences, Huzhou University, Huzhou 313000, China
| | - Heqiang Lou
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, Zhejiang 311300, China.
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Salazar-Iribe A, De-la-Peña C. Auxins, the hidden player in chloroplast development. PLANT CELL REPORTS 2020; 39:1595-1608. [PMID: 32960306 DOI: 10.1007/s00299-020-02596-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 09/07/2020] [Indexed: 05/21/2023]
Abstract
Throughout decades of plant research, the plant hormones known as auxins have been found to be of vital importance in most plant development processes. Indole-3-acetic acid (IAA) represents the most common auxin in plants and can be synthesized from its tryptophan precursor, which is synthesized in the chloroplast. The chloroplast constitutes an organelle of great relevance to plants since the photosynthesis process by which plants get most of their energy is carried out there. The role of auxins in photosynthesis has been studied for at least 50 years, and in this time, it has been shown that auxins have an effect on several of the essential components and structure of the chloroplast. In recent decades, a high number of genes have been reported to be expressed in the chloroplast and some of their mutants have been shown to alter different auxin-mediated pathways. Genes in signaling pathways such as IAA/AUX, ARF, GH.3, SAUR and TIR, biosynthesis-related genes such as YUCCA and transport-related genes such as PIN have been identified among the most regulated genes in mutants related to alterations in the chloroplast. This review aims to provide a complete and updated summary of the relationship between auxins and several processes that involve the chloroplast, including chloroplast development, plant albinism, redox regulation and pigment synthesis.
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Affiliation(s)
- Alexis Salazar-Iribe
- Centro de Investigación Científica de Yucatán, Unidad de Biotecnología, Calle 43 No. 130 x 32 y 34. Col. Chuburná de Hidalgo, 97205, Mérida, Yucatán, Mexico
| | - Clelia De-la-Peña
- Centro de Investigación Científica de Yucatán, Unidad de Biotecnología, Calle 43 No. 130 x 32 y 34. Col. Chuburná de Hidalgo, 97205, Mérida, Yucatán, Mexico.
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Clark NM, Shen Z, Briggs SP, Walley JW, Kelley DR. Auxin Induces Widespread Proteome Remodeling in Arabidopsis Seedlings. Proteomics 2019; 19:e1900199. [DOI: 10.1002/pmic.201900199] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 07/25/2019] [Indexed: 01/24/2023]
Affiliation(s)
- Natalie M. Clark
- Department of Plant Pathology and MicrobiologyIowa State University Ames IA 92093 USA
| | - Zhouxin Shen
- Section of Cell and Developmental BiologyUniversity of CaliforniaSan Diego La Jolla CA 92093 USA
| | - Steven P. Briggs
- Section of Cell and Developmental BiologyUniversity of CaliforniaSan Diego La Jolla CA 92093 USA
| | - Justin W. Walley
- Department of Plant Pathology and MicrobiologyIowa State University Ames IA 92093 USA
| | - Dior R. Kelley
- Department of Genetics, Development and Cell BiologyIowa State University Ames IA 50011 USA
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7
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Pu Y, Walley JW, Shen Z, Lang MG, Briggs SP, Estelle M, Kelley DR. Quantitative Early Auxin Root Proteomics Identifies GAUT10, a Galacturonosyltransferase, as a Novel Regulator of Root Meristem Maintenance. Mol Cell Proteomics 2019; 18:1157-1170. [PMID: 30918009 PMCID: PMC6553934 DOI: 10.1074/mcp.ra119.001378] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Indexed: 11/25/2022] Open
Abstract
Auxin induces rapid gene expression changes throughout root development. How auxin-induced transcriptional responses relate to changes in protein abundance is not well characterized. This report identifies early auxin responsive proteins in roots at 30 min and 2 h after hormone treatment using a quantitative proteomics approach in which 3,514 proteins were reliably quantified. A comparison of the >100 differentially expressed proteins at each the time point showed limited overlap, suggesting a dynamic and transient response to exogenous auxin. Several proteins with established roles in auxin-mediated root development exhibited altered abundance, providing support for this approach. While novel targeted proteomics assays demonstrate that all six auxin receptors remain stable in response to hormone. Additionally, 15 of the top responsive proteins display root and/or auxin response phenotypes, demonstrating the validity of these differentially expressed proteins. Auxin signaling in roots dictates proteome reprogramming of proteins enriched for several gene ontology terms, including transcription, translation, protein localization, thigmatropism, and cell wall modification. In addition, we identified auxin-regulated proteins that had not previously been implicated in auxin response. For example, genetic studies of the auxin responsive protein galacturonosyltransferase 10 demonstrate that this enzyme plays a key role in root development. Altogether these data complement and extend our understanding of auxin response beyond that provided by transcriptome studies and can be used to uncover novel proteins that may mediate root developmental programs.
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Affiliation(s)
- Yunting Pu
- From the Departments of ‡Genetics, Development and Cell Biology
| | - Justin W Walley
- ¶Plant Pathology and Microbiology, Iowa State University, Ames, IA
| | - Zhouxin Shen
- §Section of Cell and Developmental Biology, University of California, San Diego, La Jolla, CA
| | - Michelle G Lang
- From the Departments of ‡Genetics, Development and Cell Biology
| | - Steven P Briggs
- §Section of Cell and Developmental Biology, University of California, San Diego, La Jolla, CA
| | - Mark Estelle
- §Section of Cell and Developmental Biology, University of California, San Diego, La Jolla, CA
| | - Dior R Kelley
- From the Departments of ‡Genetics, Development and Cell Biology,
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8
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Černý M, Habánová H, Berka M, Luklová M, Brzobohatý B. Hydrogen Peroxide: Its Role in Plant Biology and Crosstalk with Signalling Networks. Int J Mol Sci 2018; 19:E2812. [PMID: 30231521 PMCID: PMC6163176 DOI: 10.3390/ijms19092812] [Citation(s) in RCA: 92] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/13/2018] [Accepted: 09/15/2018] [Indexed: 12/30/2022] Open
Abstract
Hydrogen peroxide (H₂O₂) is steadily gaining more attention in the field of molecular biology research. It is a major REDOX (reduction⁻oxidation reaction) metabolite and at high concentrations induces oxidative damage to biomolecules, which can culminate in cell death. However, at concentrations in the low nanomolar range, H₂O₂ acts as a signalling molecule and in many aspects, resembles phytohormones. Though its signalling network in plants is much less well characterized than are those of its counterparts in yeast or mammals, accumulating evidence indicates that the role of H₂O₂-mediated signalling in plant cells is possibly even more indispensable. In this review, we summarize hydrogen peroxide metabolism in plants, the sources and sinks of this compound and its transport via peroxiporins. We outline H₂O₂ perception, its direct and indirect effects and known targets in the transcriptional machinery. We focus on the role of H₂O₂ in plant growth and development and discuss the crosstalk between it and phytohormones. In addition to a literature review, we performed a meta-analysis of available transcriptomics data which provided further evidence for crosstalk between H₂O₂ and light, nutrient signalling, temperature stress, drought stress and hormonal pathways.
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Affiliation(s)
- Martin Černý
- Department of Molecular Biology and Radiobiology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- Phytophthora Research Centre, Faculty of AgriSciences, Mendel University in Brno, 613 00 Brno, Czech Republic.
| | - Hana Habánová
- Department of Molecular Biology and Radiobiology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- CEITEC-Central European Institute of Technology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- Brno Ph.D. Talent, South Moravian Centre for International Mobility, 602 00 Brno, Czech Republic.
| | - Miroslav Berka
- Department of Molecular Biology and Radiobiology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
| | - Markéta Luklová
- Department of Molecular Biology and Radiobiology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- CEITEC-Central European Institute of Technology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
| | - Břetislav Brzobohatý
- Department of Molecular Biology and Radiobiology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- CEITEC-Central European Institute of Technology, Faculty of AgriSciences Mendel University in Brno, 613 00 Brno, Czech Republic.
- Institute of Biophysics AS CR, 613 00 Brno, Czech Republic.
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Černý M, Novák J, Habánová H, Cerna H, Brzobohatý B. Role of the proteome in phytohormonal signaling. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1864:1003-15. [PMID: 26721743 DOI: 10.1016/j.bbapap.2015.12.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 11/30/2015] [Accepted: 12/16/2015] [Indexed: 02/07/2023]
Abstract
Phytohormones are orchestrators of plant growth and development. A lot of time and effort has been invested in attempting to comprehend their complex signaling pathways but despite success in elucidating some key components, molecular mechanisms in the transduction pathways are far from being resolved. The last decade has seen a boom in the analysis of phytohormone-responsive proteins. Abscisic acid, auxin, brassinosteroids, cytokinin, ethylene, gibberellins, nitric oxide, oxylipins, strigolactones, salicylic acid--all have been analyzed to various degrees. For this review, we collected data from proteome-wide analyses resulting in a list of over 2000 annotated proteins from Arabidopsis proteomics and nearly 500 manually filtered protein families merged from all the data available from different species. We present the currently accepted model of phytohormone signaling, highlight the contributions made by proteomic-based research and describe the key nodes in phytohormone signaling networks, as revealed by proteome analysis. These include ubiquitination and proteasome mediated degradation, calcium ion signaling, redox homeostasis, and phosphoproteome dynamics. Finally, we discuss potential pitfalls and future perspectives in the field. This article is part of a Special Issue entitled: Plant Proteomics--a bridge between fundamental processes and crop production, edited by Dr. Hans-Peter Mock.
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Affiliation(s)
- Martin Černý
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Jan Novák
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Hana Habánová
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Hana Cerna
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Břetislav Brzobohatý
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
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10
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Walton A, Stes E, De Smet I, Goormachtig S, Gevaert K. Plant hormone signalling through the eye of the mass spectrometer. Proteomics 2015; 15:1113-26. [DOI: 10.1002/pmic.201400403] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 10/01/2014] [Accepted: 11/13/2014] [Indexed: 12/23/2022]
Affiliation(s)
- Alan Walton
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Elisabeth Stes
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Ive De Smet
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Sofie Goormachtig
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Kris Gevaert
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
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