1
|
Derbyshire MC, Newman TE, Thomas WJW, Batley J, Edwards D. The complex relationship between disease resistance and yield in crops. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2612-2623. [PMID: 38743906 PMCID: PMC11331782 DOI: 10.1111/pbi.14373] [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: 10/16/2023] [Revised: 04/03/2024] [Accepted: 04/28/2024] [Indexed: 05/16/2024]
Abstract
In plants, growth and defence are controlled by many molecular pathways that are antagonistic to one another. This results in a 'growth-defence trade-off', where plants temporarily reduce growth in response to pests or diseases. Due to this antagonism, genetic variants that improve resistance often reduce growth and vice versa. Therefore, in natural populations, the most disease resistant individuals are often the slowest growing. In crops, slow growth may translate into a yield penalty, but resistance is essential for protecting yield in the presence of disease. Therefore, plant breeders must balance these traits to ensure optimal yield potential and yield stability. In crops, both qualitative and quantitative disease resistance are often linked with genetic variants that cause yield penalties, but this is not always the case. Furthermore, both crop yield and disease resistance are complex traits influenced by many aspects of the plant's physiology, morphology and environment, and the relationship between the molecular growth-defence trade-off and disease resistance-yield antagonism is not well-understood. In this article, we highlight research from the last 2 years on the molecular mechanistic basis of the antagonism between defence and growth. We then discuss the interaction between disease resistance and crop yield from a breeding perspective, outlining the complexity and nuances of this relationship and where research can aid practical methods for simultaneous improvement of yield potential and disease resistance.
Collapse
Affiliation(s)
- Mark C. Derbyshire
- Centre for Crop and Disease ManagementCurtin UniversityPerthWestern AustraliaAustralia
| | - Toby E. Newman
- Centre for Crop and Disease ManagementCurtin UniversityPerthWestern AustraliaAustralia
| | - William J. W. Thomas
- Centre for Applied Bioinformatics and School of Biological ScienceUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | - Jacqueline Batley
- Centre for Applied Bioinformatics and School of Biological ScienceUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | - David Edwards
- Centre for Applied Bioinformatics and School of Biological ScienceUniversity of Western AustraliaPerthWestern AustraliaAustralia
| |
Collapse
|
2
|
Freh M, Reinstädler A, Neumann KD, Neumann U, Panstruga R. The development of pleiotropic phenotypes in powdery mildew-resistant barley and Arabidopsis thaliana mlo mutants is linked to nitrogen availability. PLANT, CELL & ENVIRONMENT 2024; 47:2362-2376. [PMID: 38515393 DOI: 10.1111/pce.14884] [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: 01/05/2024] [Revised: 02/28/2024] [Accepted: 03/03/2024] [Indexed: 03/23/2024]
Abstract
Powdery mildew-resistant barley (Hordeum vulgare) and Arabidopsis thaliana mlo mutant plants exhibit pleiotropic phenotypes such as the spontaneous formation of callose-rich cell wall appositions and early leaf chlorosis and necrosis, indicative of premature leaf senescence. The exogenous factors governing the occurrence of these undesired side effects remain poorly understood. Here, we characterised the formation of these symptoms in detail. Ultrastructural analysis revealed that the callose-rich cell wall depositions spontaneously formed in A. thaliana mlo mutants are indistinguishable from those induced by the bacterial pattern epitope, flagellin 22 (flg22). We further found that increased plant densities during culturing enhance the extent of the leaf senescence syndrome in A. thaliana mlo mutants. Application of a liquid fertiliser rescued the occurrence of leaf chlorosis and necrosis in both A. thaliana and barley mlo mutant plants. Controlled fertilisation experiments uncovered nitrogen as the macronutrient whose deficiency promotes the extent of pleiotropic phenotypes in A. thaliana mlo mutants. Light intensity and temperature had a modulatory impact on the incidence of leaf necrosis in the case of barley mlo mutant plants. Collectively, our data indicate that the development of pleiotropic phenotypes associated with mlo mutants is governed by various exogenous factors.
Collapse
Affiliation(s)
- Matthias Freh
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Aachen, Germany
| | - Anja Reinstädler
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Aachen, Germany
| | - Kira D Neumann
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Aachen, Germany
| | - Ulla Neumann
- Central Microscopy, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Ralph Panstruga
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Aachen, Germany
| |
Collapse
|
3
|
Hassett K, Muria-Gonzalez MJ, Martin A, Karakaya A, Çelik Oğuz A, Bakonyi J, Knight NL, Prins R, Ellwood SR. Global Spread, Genetic Differentiation, and Selection of Barley Spot Form Net Blotch Isolates. PHYTOPATHOLOGY 2024; 114:1542-1553. [PMID: 38619562 DOI: 10.1094/phyto-11-23-0442-r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Spot form net blotch, caused by Pyrenophora teres f. maculata, is a significant necrotrophic disease of barley that spread worldwide in the twentieth century. Genetic relationships were analyzed to determine the diversity, survival, and dispersal of a diverse collection of 346 isolates from Australia, Southern Africa, North America, Asia Minor, and Europe. The results, based on genome-wide DArTseq data, indicated that isolates from Turkey were the most differentiated with regional sub-structuring, together with individuals closely related to geographically distant genotypes. Elsewhere, population subdivision related to country of origin was evident, although low levels of admixturing was found that may represent rare genotypes or migration from unsampled populations. Canadian isolates were the next most diverged, and Australian and South African the most closely related. With the exception of Turkish isolates, multiple independent Cyp51A mutation events (which confer insensitivity to demethylation inhibitor fungicides) between countries and within regions was evident, with strong selection for a transposable element insertion at the 3' end of the promoter and counterselection elsewhere. Individuals from Western Australia shared genomic regions and Cyp51A haplotypes with South African isolates, suggesting a recent common origin. [Formula: see text] Copyright © 2024 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.
Collapse
Affiliation(s)
- Kealan Hassett
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Mariano Jordi Muria-Gonzalez
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Anke Martin
- Centre for Crop Health, University of Southern Queensland, Toowoomba, QLD 4350, Australia
| | - Aziz Karakaya
- Department of Plant Protection, Faculty of Agriculture, Ankara University, Dışkapı, Ankara 06110, Turkey
| | - Arzu Çelik Oğuz
- Department of Plant Protection, Faculty of Agriculture, Ankara University, Dışkapı, Ankara 06110, Turkey
| | - Jószef Bakonyi
- Plant Protection Institute, HUN-REN Centre for Agricultural Research, Herman Ottó str. 15, 1022 Budapest, Hungary
| | - Noel L Knight
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
- Centre for Crop Health, University of Southern Queensland, Toowoomba, QLD 4350, Australia
| | - Renée Prins
- CenGen (Pty) Ltd., Worcester, 6850, South Africa
| | - Simon R Ellwood
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| |
Collapse
|
4
|
Muria-Gonzalez MJ, Lawrence JA, Palmiero E, D'Souza NK, Gupta S, Ellwood SR. Major Susceptibility Gene Epistasis over Minor Gene Resistance to Spot Form Net Blotch in a Commercial Barley Cultivar. PHYTOPATHOLOGY 2023; 113:1058-1065. [PMID: 37454241 DOI: 10.1094/phyto-10-22-0376-r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
Spot form net blotch, caused by Pyrenophora teres f. maculata, is a significant global disease of barley (Hordeum vulgare). Baudin, a barley cultivar that was until recently extensively grown in Western Australia, was reported as having minor seedling resistance. However, Baudin was highly susceptible to a local isolate, M3, suggesting that this isolate had gained virulence against a major susceptibility gene. M3 causes atypical lesions with pale centers early in the infection, with initial screens of a segregating population indicating that this was determined by a single locus in the Baudin genome. The susceptibility was semidominant in F1 progeny and the susceptibility gene, designated Spm1 (Susceptibility to P. teres f. maculata 1), mapped to a 190-kb section of the resistance gene-rich Mla region of chromosome 1H. Phenotyping with Ptm SP1, a non-M3 pathotype, identified a seedling resistance locus on 2H. Minor gene resistance is generally regarded as potentially durable, but our findings suggest the resistance to spot form net blotch in Baudin is nullified by strong susceptibility conferred by a separate locus on 1H. [Formula: see text] Copyright © 2023 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
Collapse
Affiliation(s)
- Mariano Jordi Muria-Gonzalez
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Julie A Lawrence
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Elzette Palmiero
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Nola K D'Souza
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Sanjiv Gupta
- Western Barley Genetics Alliance, Western Australian State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia
| | - Simon R Ellwood
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| |
Collapse
|
5
|
Moolhuijzen P, Ge C, Palmiero E, Ellwood SR. A unique resistance mechanism is associated with RBgh2 barley powdery mildew adult plant resistance. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2023; 136:145. [PMID: 37253878 DOI: 10.1007/s00122-023-04392-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 05/20/2023] [Indexed: 06/01/2023]
Abstract
KEY MESSAGE Gene expression at the RBgh2 locus indicates involvement in cAMP/G-protein-coupled signalling and innate immunity in barley powdery mildew adult plant resistance. Barley powdery mildew is a globally significant disease, responsible for reduced grain yield and quality. A major effect adult plant resistance gene, RBgh2, was previously found in a landrace from Azerbaijan. The atypical phenotype suggested different underlying genetic factors compared to conventional resistance genes and to investigate this, genome-wide gene expression was compared between sets of heterogeneous doubled haploids. RBgh2 resistance is recessive and induces both temporary genome-wide gene expression changes during powdery mildew infection together with constitutive changes, principally at the RBgh2 locus. Defence-related genes significantly induced included homologues of genes associated with innate immunity and pathogen recognition. Intriguingly, RBgh2 resistance does not appear to be dependent on salicylic acid signalling, a key pathway in plant resistance to biotrophs. Constitutive co-expression of resistance gene homologues was evident at the 7HS RBgh2 locus, while no expression was evident for a 6-transmembrane gene, predicted in silico to contain both G-protein- and calmodulin-binding domains. The gene was disrupted at the 5' end, and G-protein-binding activity was suppressed. RBgh2 appears to operate through a unique mechanism that co-opts elements of innate immunity.
Collapse
Affiliation(s)
- Paula Moolhuijzen
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA, 6102, Australia
| | - Cynthia Ge
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA, 6102, Australia
| | - Elzette Palmiero
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA, 6102, Australia
| | - Simon R Ellwood
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA, 6102, Australia.
| |
Collapse
|
6
|
Leissing F, Reinstädler A, Thieron H, Panstruga R. Gene Gun-Mediated Transient Gene Expression for Functional Studies in Plant Immunity. Methods Mol Biol 2022; 2523:63-77. [PMID: 35759191 DOI: 10.1007/978-1-0716-2449-4_5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
One major threat to plant cultivation are fungal pathogens, which can cause substantial yield losses in agriculture. As an example, cereal powdery mildew fungi such as the barley (Hordeum vulgare) pathogen, Blumeria graminis f. sp. hordei (Bgh), are among the ten most relevant fungal plant pathogens in molecular plant pathology and can lead to yield losses of up to 30%. Plant Mildew resistance Locus O (MLO) genes are required for successful colonization of plants by powdery mildew fungi. Accordingly, loss-of-function mlo mutants confer durable resistance against powdery mildew fungi in many plant species. In the case of barley, mlo-based resistance has been used for more than 40 years in agriculture without powdery mildew fungi effectively overcoming this kind of immunity. However, the molecular basis of mlo resistance and function(s) of the transmembrane Mlo protein(s) are still incompletely understood. The generation of transgenic barley plants to study the plant immune response and the involvement of Mlo therein is time-consuming and challenging. Therefore, transient gene expression via gene gun-mediated particle bombardment became a popular, easy, and efficient tool to investigate different aspects of plant defense responses in barley. Since Bgh fails to penetrate leaf epidermal cells of mlo mutants, single-cell complementation upon biolistic transformation resulting in (over-)expression of Mlo can be used to characterize the Mlo protein functionally in vivo. In this chapter, we describe in detail the gene gun-mediated transient expression of Mlo in barley leaf epidermal cells followed by powdery mildew inoculation and the subsequent microscopic evaluation. However, gene gun-mediated transient gene expression may be also used to address other research questions or to transform the epidermal tissues of other plant organs and/or species.
Collapse
Affiliation(s)
- Franz Leissing
- RWTH Aachen University, Institute for Biology I, Unit of Plant Molecular Cell Biology, Aachen, Germany
| | - Anja Reinstädler
- RWTH Aachen University, Institute for Biology I, Unit of Plant Molecular Cell Biology, Aachen, Germany
| | - Hannah Thieron
- RWTH Aachen University, Institute for Biology I, Unit of Plant Molecular Cell Biology, Aachen, Germany
| | - Ralph Panstruga
- RWTH Aachen University, Institute for Biology I, Unit of Plant Molecular Cell Biology, Aachen, Germany.
| |
Collapse
|
7
|
Ge C, Wentzel E, D'Souza N, Chen K, Oliver RP, Ellwood SR. Adult resistance genes to barley powdery mildew confer basal penetration resistance associated with broad-spectrum resistance. THE PLANT GENOME 2021; 14:e20129. [PMID: 34392613 DOI: 10.1002/tpg2.20129] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 05/27/2021] [Indexed: 06/13/2023]
Abstract
Powdery mildew isa major disease of barley (Hordeum vulgare L.) for which breeders have traditionally relied on dominant, pathogen race-specific resistance genes for genetic control. Directional selection pressures in extensive monocultures invariably result in such genes being overcome as the pathogen mutates to evade recognition. This has led to a widespread reliance on fungicides and a single broad-spectrum recessive resistance provided by the mlo gene. The range of resistance genes and alleles found in wild crop relatives and landraces has been reduced in agricultural cultivars through an erosion of genetic diversity during domestication and selective breeding. Three novel major-effect adult plant resistance (APR) genes from landraces, designated Resistance to Blumeria graminis f. sp. hordei (Rbgh1 to Rbgh3), were identified in the terminal regions of barley chromosomes 5HL, 7HS, and 1HS, respectively. The phenotype of the new APR genes showed neither pronounced penetration resistance, nor the spontaneous necrosis and mesophyll cell death typical of mlo resistance, nor a whole epidermal cell hypersensitive response, typical of race-specific resistance. Instead, resistance was localized to the site of attempted penetration in an epidermal cell and was associated with cell wall appositions and cytosolic vesicle-like bodies, and lacked strong induction of reactive oxygen species. The APR genes exhibited differences in vesicle-like body sizes, their distribution, and the extent of localized 3,3-diaminobenzidine staining in individual doubled haploid lines. The results revealed a set of unique basal penetration resistance genes that offer opportunities for combining different resistance mechanisms in breeding programs for robust mildew resistance.
Collapse
Affiliation(s)
- Cynthia Ge
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| | - Elzette Wentzel
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| | - Nola D'Souza
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| | - Kefei Chen
- Statistics for the Australian Grains Industry-West, School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| | - Richard P Oliver
- School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| | - Simon R Ellwood
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin Univ., Bentley, WA, 6102, Australia
| |
Collapse
|
8
|
Abdullaev RA, Lebedeva TV, Alpatieva NV, Batasheva BA, Anisimova IN, Radchenko EE. Powdery mildew resistance of barley accessions from Dagestan. Vavilovskii Zhurnal Genet Selektsii 2021; 25:528-533. [PMID: 34595375 PMCID: PMC8453370 DOI: 10.18699/vj21.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 04/20/2021] [Accepted: 04/20/2021] [Indexed: 11/19/2022] Open
Abstract
Powdery mildew caused by the parasitic fungus Blumeria graminis (DC.) Golovin ex Speer f. sp. hordei Marchal is one of the most common diseases of barley. Growing resistant varieties can signif icantly minimize harmful effects of the pathogen. The specif icity in the interaction between the fungus and its host plant requires a continuous search for new donors of the resistance trait. The powdery mildew resistance of 264 barley accessions from Dagestan and genetic control of the trait in resistant forms were studied under f ield and laboratory conditions. Forty-seven barley lines carrying previously identif ied powdery mildew resistance genes were also examined. During three years, the experimental material was evaluated under severe infection pressure at the Dagestan Experiment Station of VIR (North Caucasus, Derbent). Juvenile resistance against the Northwest (St. Petersburg, Pushkin) pathogen population was evaluated in a climatic chamber. The genetic control of B. graminis resistance in the selected accessions was studied with the application of hybridological and molecular analyses. The level of genetic diversity of Dagestan barley for effective resistance to powdery mildew is very low. Only two accessions, VIR-23787 and VIR-28212, are resistant against B. graminis at both seedling and adult plant stages. The high-level resistance of breeding line VIR-28212 originating from barley landrace VIR-17554 (Ep-80 Abyssinien) from Ethiopia is controlled by the recessive gene mlo11. Accession VIR-17554 is heterogeneous for the studied trait, with the powdery mildew resistant genotypes belonging to two varieties, dupliatrum (an awnless phenotype) and nigrinudum (an awned phenotype). In accession VIR-23787, a recessive resistance gene distinct from the mlo11 allele was identif ied. This accession is supposed to be protected by a new, effective pathogen resistance gene.
Collapse
Affiliation(s)
- R A Abdullaev
- Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - T V Lebedeva
- Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - N V Alpatieva
- Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - B A Batasheva
- Dagestan Experiment Station of VIR, N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), Vavilovo Village, Derbent, Dagestan, Russia
| | - I N Anisimova
- Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - E E Radchenko
- Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| |
Collapse
|
9
|
Jacott CN, Ridout CJ, Murray JD. Unmasking Mildew Resistance Locus O. TRENDS IN PLANT SCIENCE 2021; 26:1006-1013. [PMID: 34175219 DOI: 10.1016/j.tplants.2021.05.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 05/20/2021] [Accepted: 05/28/2021] [Indexed: 06/13/2023]
Abstract
Loss of Mildew Resistance Locus O (MLO) in barley confers durable resistance to powdery mildew fungi, which has led to its wide deployment in agriculture. Although MLO is a susceptibility factor, it has become nearly synonymous with powdery mildew resistance. However, MLO has been recently implicated in colonization by arbuscular mycorrhizal fungi and a fungal endophyte, confirming its importance for biotrophic interactions and in promoting symbiosis. Other MLO proteins are involved in essential sensory processes, particularly fertilization and thigmotropism. We propose external stimulus perception as a common theme in these interactions and consider a unified biochemical role, potentially relating to reactive oxygen species (ROS) and calcium regulation, for MLOs across tissues and processes.
Collapse
Affiliation(s)
- Catherine N Jacott
- Crop Genetics Department, John Innes Centre, Norwich Research Park, Norwich NR4 7UH, UK
| | - Christopher J Ridout
- Crop Genetics Department, John Innes Centre, Norwich Research Park, Norwich NR4 7UH, UK
| | - Jeremy D Murray
- National Key Laboratory of Plant Molecular Genetics, CAS-araJIC Centre of Excellence for Plant and Microbial Science (CEPAMS), CAS Centre for Excellence in Molecular and Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China.
| |
Collapse
|
10
|
Davies CR, Wohlgemuth F, Young T, Violet J, Dickinson M, Sanders JW, Vallieres C, Avery SV. Evolving challenges and strategies for fungal control in the food supply chain. FUNGAL BIOL REV 2021; 36:15-26. [PMID: 34084209 PMCID: PMC8127832 DOI: 10.1016/j.fbr.2021.01.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 01/18/2021] [Accepted: 01/20/2021] [Indexed: 02/07/2023]
Abstract
Fungi that spoil foods or infect crops can have major socioeconomic impacts, posing threats to food security. The strategies needed to manage these fungi are evolving, given the growing incidence of fungicide resistance, tightening regulations of chemicals use and market trends imposing new food-preservation challenges. For example, alternative methods for crop protection such as RNA-based fungicides, biocontrol, or stimulation of natural plant defences may lessen concerns like environmental toxicity of chemical fungicides. There is renewed focus on natural product preservatives and fungicides, which can bypass regulations for 'clean label' food products. These require investment to find effective, safe activities within complex mixtures such as plant extracts. Alternatively, physical measures may be one key for fungal control, such as polymer materials which passively resist attachment and colonization by fungi. Reducing or replacing traditional chlorine treatments (e.g. of post-harvest produce) is desirable to limit formation of disinfection by-products. In addition, the current growth in lower sugar food products can alter metabolic routing of carbon utilization in spoilage yeasts, with implications for efficacy of food preservatives acting via metabolism. The use of preservative or fungicide combinations, while involving more than one chemical, can reduce total chemicals usage where these act synergistically. Such approaches might also help target different subpopulations within heteroresistant fungal populations. These approaches are discussed in the context of current challenges for food preservation, focussing on pre-harvest fungal control, fresh produce and stored food preservation. Several strategies show growing potential for mitigating or reversing the risks posed by fungi in the food supply chain.
Collapse
Affiliation(s)
- Catheryn R. Davies
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| | - Franziska Wohlgemuth
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| | - Taran Young
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| | - Joseph Violet
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| | - Matthew Dickinson
- School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Jan-Willem Sanders
- Unilever Foods Innovation Centre, Bronland 14, 6708 WH Wageningen, the Netherlands
| | - Cindy Vallieres
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| | - Simon V. Avery
- School of Life Sciences, University of Nottingham, University Park Campus, Nottingham, United Kingdom
| |
Collapse
|
11
|
Henningsen EC, Omidvar V, Della Coletta R, Michno JM, Gilbert E, Li F, Miller ME, Myers CL, Gordon SP, Vogel JP, Steffenson BJ, Kianian SF, Hirsch CD, Figueroa M. Identification of Candidate Susceptibility Genes to Puccinia graminis f. sp. tritici in Wheat. FRONTIERS IN PLANT SCIENCE 2021; 12:657796. [PMID: 33968112 PMCID: PMC8097158 DOI: 10.3389/fpls.2021.657796] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 03/22/2021] [Indexed: 05/30/2023]
Abstract
Wheat stem rust disease caused by Puccinia graminis f. sp. tritici (Pgt) is a global threat to wheat production. Fast evolving populations of Pgt limit the efficacy of plant genetic resistance and constrain disease management strategies. Understanding molecular mechanisms that lead to rust infection and disease susceptibility could deliver novel strategies to deploy crop resistance through genetic loss of disease susceptibility. We used comparative transcriptome-based and orthology-guided approaches to characterize gene expression changes associated with Pgt infection in susceptible and resistant Triticum aestivum genotypes as well as the non-host Brachypodium distachyon. We targeted our analysis to genes with differential expression in T. aestivum and genes suppressed or not affected in B. distachyon and report several processes potentially linked to susceptibility to Pgt, such as cell death suppression and impairment of photosynthesis. We complemented our approach with a gene co-expression network analysis to identify wheat targets to deliver resistance to Pgt through removal or modification of putative susceptibility genes.
Collapse
Affiliation(s)
- Eva C. Henningsen
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Vahid Omidvar
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Rafael Della Coletta
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, United States
| | - Jean-Michel Michno
- Bioinformatics and Computational Biology Graduate Program, University of Minnesota, Minneapolis, MN, United States
| | - Erin Gilbert
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Feng Li
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Marisa E. Miller
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Chad L. Myers
- Bioinformatics and Computational Biology Graduate Program, University of Minnesota, Minneapolis, MN, United States
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States
| | | | - John P. Vogel
- Joint Genome Institute, Walnut Creek, CA, United States
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
| | - Brian J. Steffenson
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Shahryar F. Kianian
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
- USDA-ARS Cereal Disease Laboratory, St. Paul, MN, United States
| | - Cory D. Hirsch
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Melania Figueroa
- Commonwealth Scientific and Industrial Research Organisation, Agriculture and Food, Canberra, ACT, Australia
| |
Collapse
|
12
|
Novakazi F, Krusell L, Jensen JD, Orabi J, Jahoor A, Bengtsson T. You Had Me at "MAGIC"!: Four Barley MAGIC Populations Reveal Novel Resistance QTL for Powdery Mildew. Genes (Basel) 2020; 11:genes11121512. [PMID: 33352820 PMCID: PMC7766815 DOI: 10.3390/genes11121512] [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] [Received: 11/10/2020] [Revised: 12/11/2020] [Accepted: 12/15/2020] [Indexed: 11/23/2022] Open
Abstract
Blumeria graminis f. sp. hordei (Bgh), the causal agent of barley powdery mildew (PM), is one of the most important barley leaf diseases and is prevalent in most barley growing regions. Infection decreases grain quality and yields on average by 30%. Multi-parent advanced generation inter-cross (MAGIC) populations combine the advantages of bi-parental and association panels and offer the opportunity to incorporate exotic alleles into adapted material. Here, four barley MAGIC populations consisting of six to eight founders were tested for PM resistance in field trials in Denmark. Principle component and STRUCTURE analysis showed the populations were unstructured and genome-wide linkage disequilibrium (LD) decay varied between 14 and 38 Mbp. Genome-wide association studies (GWAS) identified 11 regions associated with PM resistance located on chromosomes 1H, 2H, 3H, 4H, 5H and 7H, of which three regions are putatively novel resistance quantitative trait locus/loci (QTL). For all regions high-confidence candidate genes were identified that are predicted to be involved in pathogen defense. Haplotype analysis of the significant SNPs revealed new allele combinations not present in the founders and associated with high resistance levels.
Collapse
Affiliation(s)
- Fluturë Novakazi
- Department of Plant Breeding, Swedish University of Agricultural Sciences, P.O. Box 101, 23053 Alnarp, Sweden; (F.N.); (A.J.)
| | - Lene Krusell
- Sejet Plant Breeding, Nørremarksvej 67, 8700 Horsens, Denmark;
| | - Jens Due Jensen
- Nordic Seed A/S, Kornmarken 1, 8464 Galten, Denmark; (J.D.J.); (J.O.)
| | - Jihad Orabi
- Nordic Seed A/S, Kornmarken 1, 8464 Galten, Denmark; (J.D.J.); (J.O.)
| | - Ahmed Jahoor
- Department of Plant Breeding, Swedish University of Agricultural Sciences, P.O. Box 101, 23053 Alnarp, Sweden; (F.N.); (A.J.)
- Nordic Seed A/S, Kornmarken 1, 8464 Galten, Denmark; (J.D.J.); (J.O.)
| | - Therése Bengtsson
- Department of Plant Breeding, Swedish University of Agricultural Sciences, P.O. Box 101, 23053 Alnarp, Sweden; (F.N.); (A.J.)
- Correspondence:
| |
Collapse
|
13
|
Ge C, Moolhuijzen P, Hickey L, Wentzel E, Deng W, Dinglasan EG, Ellwood SR. Physiological Changes in Barley mlo-11 Powdery Mildew Resistance Conditioned by Tandem Repeat Copy Number. Int J Mol Sci 2020; 21:E8769. [PMID: 33233522 PMCID: PMC7699567 DOI: 10.3390/ijms21228769] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/16/2020] [Accepted: 11/17/2020] [Indexed: 12/31/2022] Open
Abstract
Wild barley accessions have evolved broad-spectrum defence against barley powdery mildew through recessive mlo mutations. However, the mlo defence response is associated with deleterious phenotypes with a cost to yield and fertility, with implications for natural fitness and agricultural productivity. This research elucidates the mechanism behind a novel mlo allele, designated mlo-11(cnv2), which has a milder phenotype compared to standard mlo-11. Bisulphite sequencing and histone ChIP-seq analyses using near-isogenic lines showed pronounced repression of the Mlo promoter in standard mlo-11 compared to mlo-11(cnv2), with repression governed by 24 nt heterochromatic small interfering RNAs. The mlo-11(cnv2) allele appears to largely reduce the physiological effects of mlo while still endorsing a high level of powdery mildew resistance. RNA sequencing showed that this is achieved through only partly restricted expression of Mlo, allowing adequate temporal induction of defence genes during infection and expression close to wild-type Mlo levels in the absence of infection. The two mlo-11 alleles showed copy number proportionate oxidase and peroxidase expression levels during infection, but lower amino acid and aromatic compound biosynthesis compared to the null allele mlo-5. Examination of highly expressed genes revealed a common WRKY W-box binding motif (consensus ACCCGGGACTAAAGG) and a transcription factor more highly expressed in mlo-11 resistance. In conclusion, mlo-11(cnv2) appears to significantly mitigate the trade-off between mlo defence and normal gene expression.
Collapse
Affiliation(s)
- Cynthia Ge
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia; (C.G.); (P.M.); (E.W.); (W.D.)
| | - Paula Moolhuijzen
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia; (C.G.); (P.M.); (E.W.); (W.D.)
| | - Lee Hickey
- Centre Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St. Lucia, QLD 4069, Australia; (L.H.); (E.G.D.)
| | - Elzette Wentzel
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia; (C.G.); (P.M.); (E.W.); (W.D.)
| | - Weiwei Deng
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia; (C.G.); (P.M.); (E.W.); (W.D.)
| | - Eric G. Dinglasan
- Centre Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St. Lucia, QLD 4069, Australia; (L.H.); (E.G.D.)
| | - Simon R. Ellwood
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia; (C.G.); (P.M.); (E.W.); (W.D.)
| |
Collapse
|
14
|
Ingvardsen CR, Massange-Sánchez JA, Borum F, Uauy C, Gregersen PL. Development of mlo-based resistance in tetraploid wheat against wheat powdery mildew. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:3009-3022. [PMID: 31317234 DOI: 10.1007/s00122-019-03402-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 07/11/2019] [Indexed: 05/12/2023]
Abstract
Powdery mildew is a severe disease in wheat. In barley, durable resistance exists, based on non-functionality of the Mlo gene. As a model to analyse the effects of mutagenesis in the homoeologous Mlo genes of wheat, we developed mlo-based powdery mildew resistance in tetraploid durum wheat. To obtain Mlo mutations, we screened a TILLING population developed in tetraploid wheat "Kronos" for which the captured exome sequence of > 1500 lines is available. This resulted in 23 mutants for Mlo-A1 and 26 non-redundant mutants for Mlo-B1. Two Mlo-A1 and four Mlo-B1 mutants were crossed to obtain eight F2 mutant lines that showed a range of phenotypes from susceptibility to full resistance. Pot experiments under semi-field conditions confirmed the resistance levels for six of the mutants without any signs of adverse pleiotropic effects. Resistance ranking was similar across six powdery mildew isolates, indicating no isolate specificity of the mlo-based resistance. The effect of mutations in the Mlo-B1 gene was stronger than in the Mlo-A1 gene, probably reflecting differences in wild-type Mlo gene expression levels. Strong partial resistance effects were observed with single mlo-B1 mutations hence, revealing a dosage effect of mlo mutant alleles. Two of the four mlo-B1 mutations (W163* and P335L) were very strong; however, the highest combined effect was observed with the MloA-P335S/MloB-P335L combination, suggesting that non-functional, but full-length Mlo proteins might have the strongest effect compared with nonsense mutations. Our results show that mlo-based resistance might offer possibilities to introduce durable protection in tetraploid wheat against powdery mildew.
Collapse
Affiliation(s)
- Christina R Ingvardsen
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark
| | - Julio A Massange-Sánchez
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark
- CINVESTAV-IPN, Irapuato, Guanajuato, Mexico
| | | | - Cristobal Uauy
- John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, UK
| | - Per L Gregersen
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark.
| |
Collapse
|
15
|
Goddard R, de Vos S, Steed A, Muhammed A, Thomas K, Griggs D, Ridout C, Nicholson P. Mapping of agronomic traits, disease resistance and malting quality in a wide cross of two-row barley cultivars. PLoS One 2019; 14:e0219042. [PMID: 31314759 PMCID: PMC6636724 DOI: 10.1371/journal.pone.0219042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 06/16/2019] [Indexed: 11/23/2022] Open
Abstract
Wide crosses between genetically diverged parents may reveal novel loci for crop improvement that are not apparent in crosses between elite cultivars. The landrace Chevallier was a noted malting barley first grown in 1820. To identify potentially novel alleles for agronomic traits, Chevallier was crossed with the modern malting cultivar NFC Tipple generating two genetically diverse recombinant inbred line populations. Genetic maps were produced using genotyping-by-sequencing and 384-SNP genotyping, and the populations were phenotyped for agronomic traits to allow the identification of quantitative trait loci (QTL). Within the semi-dwarf 1 (sdw1) region on chromosome 3H Chevallier conferred increased plant height and reduced tiller number, with QTL for these traits explaining 79.4% and 35.2% of the phenotypic variance observed, respectively. Chevallier was also associated with powdery mildew susceptibility, with a QTL on 1H accounting for up to 19.1% of the variance and resistance at this locus most likely resulting from an Mla variant from Tipple. Two novel QTL for physiological leaf spotting were identified on 3H and 7H, explaining up to 17.1% of the variance and with the Chevallier allele reducing symptom severity on 7H. Preliminary micromalting analysis was also undertaken to compare the malting characteristics of Chevallier and Tipple. Chevallier malt contained significantly lower levels of both α-amylase and wort β-glucan than Tipple malt, however no significant differences were observed for the remaining malting parameters measured. This suggests that the most obvious improvements in barley since the introduction of Chevallier are for agronomic traits such as height, yield and lodging resistance rather than for malting characteristics. Overall, our results demonstrate that this wide cross between Chevallier and Tipple may provide a source of novel QTL for barley breeding.
Collapse
Affiliation(s)
- Rachel Goddard
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, England
- * E-mail: (RG); (PN)
| | - Sarah de Vos
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, England
| | - Andrew Steed
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, England
| | - Amal Muhammed
- Faculty of Applied Sciences, University of Sunderland, Sunderland, England
| | - Keith Thomas
- Faculty of Applied Sciences, University of Sunderland, Sunderland, England
- Brewlab Ltd, Sunderland Enterprise Park, Sunderland, England
| | - David Griggs
- Crisp Malting Group Ltd, Fakenham, Norfolk, England
| | - Christopher Ridout
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, England
| | - Paul Nicholson
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, England
- * E-mail: (RG); (PN)
| |
Collapse
|
16
|
Good Riddance? Breaking Disease Susceptibility in the Era of New Breeding Technologies. AGRONOMY-BASEL 2018. [DOI: 10.3390/agronomy8070114] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
|
17
|
Santos C, Duarte S, Tedesco S, Fevereiro P, Costa RL. Expression Profiling of Castanea Genes during Resistant and Susceptible Interactions with the Oomycete Pathogen Phytophthora cinnamomi Reveal Possible Mechanisms of Immunity. FRONTIERS IN PLANT SCIENCE 2017; 8:515. [PMID: 28443110 PMCID: PMC5387079 DOI: 10.3389/fpls.2017.00515] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 03/23/2017] [Indexed: 05/28/2023]
Abstract
The most dangerous pathogen affecting the production of chestnuts is Phytophthora cinnamomi a hemibiotrophic that causes root rot, also known as ink disease. Little information has been acquired in chestnut on the molecular defense strategies against this pathogen. The expression of eight candidate genes potentially involved in the defense to P. cinnamomi was quantified by digital PCR in Castanea genotypes showing different susceptibility to the pathogen. Seven of the eight candidate genes displayed differentially expressed levels depending on genotype and time-point after inoculation. Cast_Gnk2-like revealed to be the most expressed gene across all experiments and the one that best discriminates between susceptible and resistant genotypes. Our data suggest that the pre-formed defenses are crucial for the resistance of C. crenata to P. cinnamomi. A lower and delayed expression of the eight studied genes was found in the susceptible Castanea sativa, which may be related with the establishment and spread of the disease in this species. A working model integrating the obtained results is presented.
Collapse
Affiliation(s)
- Carmen Santos
- Molecular Biology Lab, Instituto Nacional de Investigação Agrária e Veterinária, I.P.Oeiras, Portugal
- Plant Cell Biotechnology Lab, Instituto de Tecnologia Química e Biológica António Xavier (Green-it Unit), Universidade Nova de LisboaOeiras, Portugal
| | - Sofia Duarte
- Molecular Biology Lab, Instituto Nacional de Investigação Agrária e Veterinária, I.P.Oeiras, Portugal
| | - Sara Tedesco
- Molecular Biology Lab, Instituto Nacional de Investigação Agrária e Veterinária, I.P.Oeiras, Portugal
| | - Pedro Fevereiro
- Plant Cell Biotechnology Lab, Instituto de Tecnologia Química e Biológica António Xavier (Green-it Unit), Universidade Nova de LisboaOeiras, Portugal
- Departamento Biologia Vegetal, Faculdade de Ciências da Universidade de LisboaCampo Grande, Portugal
| | - Rita L. Costa
- Molecular Biology Lab, Instituto Nacional de Investigação Agrária e Veterinária, I.P.Oeiras, Portugal
- Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade de Lisboa - Tapada da AjudaLisboa, Portugal
| |
Collapse
|
18
|
Kusch S, Panstruga R. mlo-Based Resistance: An Apparently Universal "Weapon" to Defeat Powdery Mildew Disease. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2017; 30:179-189. [PMID: 28095124 DOI: 10.1094/mpmi-12-16-0255-cr] [Citation(s) in RCA: 156] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Loss-of-function mutations of one or more of the appropriate Mildew resistance locus o (Mlo) genes are an apparently reliable "weapon" to protect plants from infection by powdery mildew fungi, as they confer durable broad-spectrum resistance. Originally detected as a natural mutation in an Ethiopian barley landrace, this so-called mlo-based resistance has been successfully employed in European barley agriculture for nearly four decades. More recently, mlo-mediated resistance was discovered to be inducible in virtually every plant species of economic or scientific relevance. By now, mlo resistance has been found (as natural mutants) or generated (by induced mutagenesis, gene silencing, and targeted or nontargeted gene knock-out) in a broad range of monocotyledonous and dicotyledonous plant species. Here, we review features of mlo resistance in barley, discuss approaches to identify the appropriate Mlo gene targets to induce mlo-based resistance, and consider the issue of pleiotropic effects often associated with mlo-mediated immunity, which can harm plant yield and quality. We portray mlo-based resistance as an apparently universal and effective weapon to defeat powdery mildew disease in a multitude of plant species.
Collapse
Affiliation(s)
- Stefan Kusch
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Worringerweg 1, 52056 Aachen, Germany
| | - Ralph Panstruga
- Unit of Plant Molecular Cell Biology, Institute for Biology I, RWTH Aachen University, Worringerweg 1, 52056 Aachen, Germany
| |
Collapse
|