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Madritsch S, Bomers S, Posekany A, Burg A, Birke R, Emerstorfer F, Turetschek R, Otte S, Eigner H, Sehr EM. Integrative transcriptomics reveals genotypic impact on sugar beet storability. Plant Mol Biol 2020; 104:359-378. [PMID: 32754876 PMCID: PMC7593311 DOI: 10.1007/s11103-020-01041-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 07/25/2020] [Indexed: 06/11/2023]
Abstract
An integrative comparative transcriptomic approach on six sugar beet varieties showing different amount of sucrose loss during storage revealed genotype-specific main driver genes and pathways characterizing storability. Sugar beet is next to sugar cane one of the most important sugar crops accounting for about 15% of the sucrose produced worldwide. Since its processing is increasingly centralized, storage of beet roots over an extended time has become necessary. Sucrose loss during storage is a major concern for the sugar industry because the accumulation of invert sugar and byproducts severely affect sucrose manufacturing. This loss is mainly due to ongoing respiration, but changes in cell wall composition and pathogen infestation also contribute. While some varieties can cope better during storage, the underlying molecular mechanisms are currently undiscovered. We applied integrative transcriptomics on six varieties exhibiting different levels of sucrose loss during storage. Already prior to storage, well storable varieties were characterized by a higher number of parenchyma cells, a smaller cell area, and a thinner periderm. Supporting these findings, transcriptomics identified changes in genes involved in cell wall modifications. After 13 weeks of storage, over 900 differentially expressed genes were detected between well and badly storable varieties, mainly in the category of defense response but also in carbohydrate metabolism and the phenylpropanoid pathway. These findings were confirmed by gene co-expression network analysis where hub genes were identified as main drivers of invert sugar accumulation and sucrose loss. Our data provide insight into transcriptional changes in sugar beet roots during storage resulting in the characterization of key pathways and hub genes that might be further used as markers to improve pathogen resistance and storage properties.
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Affiliation(s)
- Silvia Madritsch
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
- Center for Integrative Bioinformatics Vienna, Max Perutz Labs, University of Vienna, Medical University of Vienna, Vienna, Austria
| | - Svenja Bomers
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Alexandra Posekany
- University of Technology Vienna, Research Unit of Computational Statistics, Vienna, Austria
| | - Agnes Burg
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Rebekka Birke
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | | | | | - Sandra Otte
- Strube Research GmbH & Co. KG, Söllingen, Germany
| | - Herbert Eigner
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | - Eva M Sehr
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria.
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Madritsch S, Bomers S, Posekany A, Burg A, Birke R, Emerstorfer F, Turetschek R, Otte S, Eigner H, Sehr EM. Correction to: Integrative transcriptomics reveals genotypic impact on sugar beet storability. Plant Mol Biol 2020; 104:379-380. [PMID: 32895866 PMCID: PMC7852888 DOI: 10.1007/s11103-020-01055-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
In the above mentioned publication, part of Fig. 6B was distorted (extra diagonal lines appeared). The original article has been corrected and the proper version of Fig. 6B is also published here.
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Affiliation(s)
- Silvia Madritsch
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
- Center for Integrative Bioinformatics Vienna, Max Perutz Labs, University of Vienna, Medical University of Vienna, Vienna, Austria
| | - Svenja Bomers
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Alexandra Posekany
- University of Technology Vienna, Research Unit of Computational Statistics, Vienna, Austria
| | - Agnes Burg
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Rebekka Birke
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | | | | | - Sandra Otte
- Strube Research GmbH & Co. KG, Söllingen, Germany
| | - Herbert Eigner
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | - Eva M Sehr
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria.
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Schneider S, Turetschek R, Wedeking R, Wimmer MA, Wienkoop S. A Protein-Linger Strategy Keeps the Plant On-Hold After Rehydration of Drought-Stressed Beta vulgaris. Front Plant Sci 2019; 10:381. [PMID: 30984226 PMCID: PMC6449722 DOI: 10.3389/fpls.2019.00381] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 03/13/2019] [Indexed: 06/09/2023]
Abstract
Most crop plants are exposed to intermittent drought periods. To cope with these continuous changes, plants need strategies to prevent themselves from exhaustive adjustment maneuvers. Drought stress recovery has been shown to be an active process, possibly involved in a drought memory effect allowing plants to better cope with recurrent aridity. An integrated understanding of the molecular processes of enhanced drought tolerance is required to tailor key networks for improved crop protection. During summer, prolonged periods of drought are the major reason for economic yield losses of sugar beet (Beta vulgaris) in Europe. A drought stress and recovery time course experiment was carried out under controlled environmental conditions. In order to find regulatory key mechanisms enabling plants to rapidly react to periodic stress events, beets were either subjected to 11 days of progressive drought, or were drought stressed for 9 days followed by gradual rewatering for 14 days. Based on physiological measurements of leaf water relations and changes in different stress indicators, plants experienced a switch from moderate to severe water stress between day 9 and 11 of drought. The leaf proteome was analyzed, revealing induced protein pre-adjustment (prior to severe stress) and putative stress endurance processes. Three key protein targets, regulatory relevant during drought stress and with lingering levels of abundance upon rewatering were further exploited through their transcript performance. These three targets consist of a jasmonate induced, a salt-stress enhanced and a phosphatidylethanolamine-binding protein. The data demonstrate delayed protein responses to stress compared to their transcripts and indicate that the lingering mechanism is post-transcriptionally regulated. A set of lingering proteins is discussed with respect to a possible involvement in drought stress acclimation and memory effects.
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Affiliation(s)
- Sebastian Schneider
- Division of Molecular Systems Biology, Department of Ecogenomics and Systems Biology, University of Vienna, Vienna, Austria
| | - Reinhard Turetschek
- Division of Molecular Systems Biology, Department of Ecogenomics and Systems Biology, University of Vienna, Vienna, Austria
| | - Rita Wedeking
- Institute of Crop Science and Resource Conservation – Plant Nutrition, University of Bonn, Bonn, Germany
- Environmental Safety/Ecotoxicology, Bayer AG, Crop Science Division, Monheim am Rhein, Germany
| | - Monika A. Wimmer
- Institute of Crop Science – Quality of Plant Products, University of Hohenheim, Stuttgart, Germany
| | - Stefanie Wienkoop
- Division of Molecular Systems Biology, Department of Ecogenomics and Systems Biology, University of Vienna, Vienna, Austria
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Turetschek R, Desalegn G, Epple T, Kaul HP, Wienkoop S. Key metabolic traits of Pisum sativum maintain cell vitality during Didymella pinodes infection: cultivar resistance and the microsymbionts' influence. J Proteomics 2017; 169:189-201. [PMID: 28268116 DOI: 10.1016/j.jprot.2017.03.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 02/22/2017] [Accepted: 03/01/2017] [Indexed: 12/17/2022]
Abstract
Ascochyta blight causes severe losses in field pea production and the search for resistance traits towards the causal agent Didymella pinodes is of particular importance for farmers. Various microsymbionts have been reported to shape the plants' immune response. However, regardless their contribution to resistance, they are hardly included in experimental designs. We delineate the effect of symbionts (rhizobia, mycorrhiza) on the leaf proteome and metabolome of two field pea cultivars with varying resistance levels against D. pinodes and, furthermore, show cultivar specific symbiont colonisation efficiency. The pathogen infection showed a stronger influence on the interaction with the microsymbionts in the susceptible cultivar, which was reflected in decreased nodule weight and root mycorrhiza colonisation. Vice versa, symbionts induced variation of the host's infection response which, however, was overruled by genotypic resistance associated traits of the tolerant cultivar such as maintenance of photosynthesis and provision of sugars and carbon back bones to fuel secondary metabolism. Moreover, resistance appears to be linked to sulphur metabolism, a functional glutathione-ascorbate hub and fine adjustment of jasmonate and ethylene synthesis to suppress induced cell death. We conclude that these metabolic traits are essential for sustainment of cell vitality and thus, a more efficient infection response. SIGNIFICANCE The infection response of two Pisum sativum cultivars with varying resistance levels towards Didymella pinodes was analysed most comprehensively at proteomic and metabolomic levels. Enhanced tolerance was linked to newly discovered cultivar specific metabolic traits such as hormone synthesis and presumably suppression of cell death.
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Affiliation(s)
- Reinhard Turetschek
- University of Vienna, Department of Ecogenomics and Systems Biology, Austria
| | - Getinet Desalegn
- University of Natural Resources and Life Sciences, Department of Crop Sciences, Austria
| | - Tamara Epple
- University of Vienna, Department of Ecogenomics and Systems Biology, Austria
| | - Hans-Peter Kaul
- University of Natural Resources and Life Sciences, Department of Crop Sciences, Austria
| | - Stefanie Wienkoop
- University of Vienna, Department of Ecogenomics and Systems Biology, Austria.
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Desalegn G, Turetschek R, Kaul HP, Wienkoop S. Microbial symbionts affect Pisum sativum proteome and metabolome under Didymella pinodes infection. J Proteomics 2016; 143:173-187. [PMID: 27016040 DOI: 10.1016/j.jprot.2016.03.018] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 02/18/2016] [Accepted: 03/15/2016] [Indexed: 11/15/2022]
Abstract
UNLABELLED The long cultivation of field pea led to an enormous diversity which, however, seems to hold just little resistance against the ascochyta blight disease complex. The potential of below ground microbial symbiosis to prime the immune system of Pisum for an upcoming pathogen attack has hitherto received little attention. This study investigates the effect of beneficial microbes on the leaf proteome and metabolome as well as phenotype characteristics of plants in various symbiont interactions (mycorrhiza, rhizobia, co-inoculation, non-symbiotic) after infestation by Didymella pinodes. In healthy plants, mycorrhiza and rhizobia induced changes in RNA metabolism and protein synthesis. Furthermore, metal handling and ROS dampening was affected in all mycorrhiza treatments. The co-inoculation caused the synthesis of stress related proteins with concomitant adjustment of proteins involved in lipid biosynthesis. The plant's disease infection response included hormonal adjustment, ROS scavenging as well as synthesis of proteins related to secondary metabolism. The regulation of the TCA, amino acid and secondary metabolism including the pisatin pathway, was most pronounced in rhizobia associated plants which had the lowest infection rate and the slowest disease progression. BIOLOGICAL SIGNIFICANCE A most comprehensive study of the Pisum sativum proteome and metabolome infection response to Didymella pinodes is provided. Several distinct patterns of microbial symbioses on the plant metabolism are presented for the first time. Upon D. pinodes infection, rhizobial symbiosis revealed induced systemic resistance e.g. by an enhanced level of proteins involved in pisatin biosynthesis.
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Affiliation(s)
- G Desalegn
- University of Natural Resources and Life Sciences, Department of Crop Sciences, Austria
| | - R Turetschek
- University of Vienna, Department of Ecogenomics and Systems Biology, Austria
| | - H-P Kaul
- University of Natural Resources and Life Sciences, Department of Crop Sciences, Austria
| | - S Wienkoop
- University of Vienna, Department of Ecogenomics and Systems Biology, Austria.
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Staudinger C, Mehmeti V, Turetschek R, Lyon D, Egelhofer V, Wienkoop S. Possible Role of Nutritional Priming for Early Salt and Drought Stress Responses in Medicago truncatula. Front Plant Sci 2012; 3:285. [PMID: 23267362 PMCID: PMC3527748 DOI: 10.3389/fpls.2012.00285] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 11/30/2012] [Indexed: 05/20/2023]
Abstract
Most legume species establish a symbiotic association with soil bacteria. The plant accommodates the differentiated rhizobia in specialized organs, the root nodules. In this environment, the microsymbiont reduces atmospheric nitrogen (N) making it available for plant metabolism. Symbiotic N-fixation is driven by the respiration of the host photosynthates and thus constitutes an additional carbon sink for the plant. Molecular phenotypes of symbiotic and non-symbiotic Medicago truncatula are identified. The implication of nodule symbiosis on plant abiotic stress response mechanisms is not well understood. In this study, we exposed nodulated and non-symbiotic N-fertilized plants to salt and drought conditions. We assessed the stress effects with proteomic and metabolomic methods and found a nutritionally regulated phenotypic plasticity pivotal for a differential stress adjustment strategy.
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Affiliation(s)
| | - Vlora Mehmeti
- Department of Molecular Systems Biology, University of ViennaVienna, Austria
| | - Reinhard Turetschek
- Department of Molecular Systems Biology, University of ViennaVienna, Austria
| | - David Lyon
- Department of Molecular Systems Biology, University of ViennaVienna, Austria
| | - Volker Egelhofer
- Department of Molecular Systems Biology, University of ViennaVienna, Austria
| | - Stefanie Wienkoop
- Department of Molecular Systems Biology, University of ViennaVienna, Austria
- *Correspondence: Stefanie Wienkoop, Department of Molecular Systems Biology, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria. e-mail:
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