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Kant K, Rigó G, Faragó D, Benyó D, Tengölics R, Szabados L, Zsigmond L. Mutation in Arabidopsis mitochondrial Pentatricopeptide repeat 40 gene affects tolerance to water deficit. PLANTA 2024; 259:78. [PMID: 38427069 PMCID: PMC10907415 DOI: 10.1007/s00425-024-04354-w] [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: 10/31/2023] [Accepted: 01/26/2024] [Indexed: 03/02/2024]
Abstract
MAIN CONCLUSION The Arabidopsis Pentatricopeptide repeat 40 (PPR40) insertion mutants have increased tolerance to water deficit compared to wild-type plants. Tolerance is likely the consequence of ABA hypersensitivity of the mutants. Plant growth and development depend on multiple environmental factors whose alterations can disrupt plant homeostasis and trigger complex molecular and physiological responses. Water deficit is one of the factors which can seriously restrict plant growth and viability. Mitochondria play an important role in cellular metabolism, energy production, and redox homeostasis. During drought and salinity stress, mitochondrial dysfunction can lead to ROS overproduction and oxidative stress, affecting plant growth and survival. Alternative oxidases (AOXs) and stabilization of mitochondrial electron transport chain help mitigate ROS damage. The mitochondrial Pentatricopeptide repeat 40 (PPR40) protein was implicated in stress regulation as ppr40 mutants were found to be hypersensitive to ABA and high salinity during germination. This study investigated the tolerance of the knockout ppr40-1 and knockdown ppr40-2 mutants to water deprivation. Our results show that these mutants display an enhanced tolerance to water deficit. The mutants had higher relative water content, reduced level of oxidative damage, and better photosynthetic parameters in water-limited conditions compared to wild-type plants. ppr40 mutants had considerable differences in metabolic profiles and expression of a number of stress-related genes, suggesting important metabolic reprogramming. Tolerance to water deficit was also manifested in higher survival rates and alleviated growth reduction when watering was suspended. Enhanced sensitivity to ABA and fast stomata closure was suggested to lead to improved capacity for water conservation in such environment. Overall, this study highlights the importance of mitochondrial functions and in particular PPR40 in plant responses to abiotic stress, particularly drought.
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Affiliation(s)
- Kamal Kant
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
| | - Gábor Rigó
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
| | - Dóra Faragó
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
| | - Dániel Benyó
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
| | - Roland Tengölics
- Institute of Biochemistry, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
| | - László Szabados
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary.
| | - Laura Zsigmond
- Institute of Plant Biology, HUN-REN Biological Research Centre, Temesvári Krt. 62, 6726, Szeged, Hungary
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Thudi M, Samineni S, Li W, Boer MP, Roorkiwal M, Yang Z, Ladejobi F, Zheng C, Chitikineni A, Nayak S, He Z, Valluri V, Bajaj P, Khan AW, Gaur PM, van Eeuwijk F, Mott R, Xin L, Varshney RK. Whole genome resequencing and phenotyping of MAGIC population for high resolution mapping of drought tolerance in chickpea. THE PLANT GENOME 2024; 17:e20333. [PMID: 37122200 DOI: 10.1002/tpg2.20333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/17/2023] [Accepted: 03/09/2023] [Indexed: 06/19/2023]
Abstract
Terminal drought is one of the major constraints to crop production in chickpea (Cicer arietinum L.). In order to map drought tolerance related traits at high resolution, we sequenced multi-parent advanced generation intercross (MAGIC) population using whole genome resequencing approach and phenotyped it under drought stress environments for two consecutive years (2013-14 and 2014-15). A total of 52.02 billion clean reads containing 4.67 TB clean data were generated on the 1136 MAGIC lines and eight parental lines. Alignment of clean data on to the reference genome enabled identification of a total, 932,172 of SNPs, 35,973 insertions, and 35,726 deletions among the parental lines. A high-density genetic map was constructed using 57,180 SNPs spanning a map distance of 1606.69 cM. Using compressed mixed linear model, genome-wide association study (GWAS) enabled us to identify 737 markers significantly associated with days to 50% flowering, days to maturity, plant height, 100 seed weight, biomass, and harvest index. In addition to the GWAS approach, an identity-by-descent (IBD)-based mixed model approach was used to map quantitative trait loci (QTLs). The IBD-based mixed model approach detected major QTLs that were comparable to those from the GWAS analysis as well as some exclusive QTLs with smaller effects. The candidate genes like FRIGIDA and CaTIFY4b can be used for enhancing drought tolerance in chickpea. The genomic resources, genetic map, marker-trait associations, and QTLs identified in the study are valuable resources for the chickpea community for developing climate resilient chickpeas.
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Affiliation(s)
- Mahendar Thudi
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
- Department of Agricultural Biotechnology and Molecular Biology, Dr. Rajendra Prasad Central Agricultural University (RPCAU), Pusa, India
| | - Srinivasan Samineni
- Crop Improvement Program-Asia, ICRISAT, Patancheru, India
- International Center for Biosaline Agriculture, Dubai, United Arab Emirates
| | - Wenhao Li
- Wageningen University and Research, Wageningen, The Netherlands
| | - Martin P Boer
- Wageningen University and Research, Wageningen, The Netherlands
| | - Manish Roorkiwal
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
- Khalifa Center for Genetic Engineering and Biotechnology (KCGEB), United Arab Emirates University, Al Ain, United Arab Emirates
| | | | - Funmi Ladejobi
- Department of Genetics, Evolution and Environment, Genetics Institute, University College London, London, UK
| | - Chaozhi Zheng
- Wageningen University and Research, Wageningen, The Netherlands
- BGI-Shenzhen, Shenzhen, China
| | - Annapurna Chitikineni
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Sourav Nayak
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | | | - Vinod Valluri
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Prasad Bajaj
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Aamir W Khan
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Pooran M Gaur
- Department of Agricultural Biotechnology and Molecular Biology, Dr. Rajendra Prasad Central Agricultural University (RPCAU), Pusa, India
- The UWA Institute of Agriculture, University of Western Australia, Perth, Western Australia, Australia
| | | | - Richard Mott
- Department of Genetics, Evolution and Environment, Genetics Institute, University College London, London, UK
| | - Liu Xin
- BGI-Shenzhen, Shenzhen, China
| | - Rajeev K Varshney
- Center of Excellence in Genomics and Systems Biology (CEGSB), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
- Centre for Crop & Food Innovation, WA State Agricultural Biotechnology Centre, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia
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Kohli M, Bansal H, Mishra GP, Dikshit HK, Reddappa SB, Roy A, Sinha SK, Shivaprasad K, Kumari N, Kumar A, Kumar RR, Nair RM, Aski M. Genome-wide association studies for earliness, MYMIV resistance, and other associated traits in mungbean ( Vigna radiata L. Wilczek) using genotyping by sequencing approach. PeerJ 2024; 12:e16653. [PMID: 38288464 PMCID: PMC10823994 DOI: 10.7717/peerj.16653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/20/2023] [Indexed: 02/01/2024] Open
Abstract
Yellow mosaic disease (YMD) remains a major constraint in mungbean (Vigna radiata (L.)) production; while short-duration genotypes offer multiple crop cycles per year and help in escaping terminal heat stress, especially during summer cultivation. A comprehensive genotyping by sequencing (GBS)-based genome-wide association studies (GWAS) analysis was conducted using 132 diverse mungbean genotypes for traits like flowering time, YMD resistance, soil plant analysis development (SPAD) value, trichome density, and leaf area. The frequency distribution revealed a wide range of values for all the traits. GBS studies identified 31,953 high-quality single nucleotide polymorphism (SNPs) across all 11 mungbean chromosomes and were used for GWAS. Structure analysis revealed the presence of two genetically distinct populations based on ΔK. The linkage disequilibrium (LD) varied throughout the chromosomes and at r2 = 0.2, the mean LD decay was estimated as 39.59 kb. Two statistical models, mixed linear model (MLM) and Bayesian-information and Linkage-disequilibrium Iteratively Nested Keyway (BLINK) identified 44 shared SNPs linked with various candidate genes. Notable candidate genes identified include FPA for flowering time (VRADI10G01470; chr. 10), TIR-NBS-LRR for mungbean yellow mosaic India virus (MYMIV) resistance (VRADI09G06940; chr. 9), E3 ubiquitin-protein ligase RIE1 for SPAD value (VRADI07G28100; chr. 11), WRKY family transcription factor for leaf area (VRADI03G06560; chr. 3), and LOB domain-containing protein 21 for trichomes (VRADI06G04290; chr. 6). In-silico validation of candidate genes was done through digital gene expression analysis using Arabidopsis orthologous (compared with Vigna radiata genome). The findings provided valuable insight for marker-assisted breeding aiming for the development of YMD-resistant and early-maturing mungbean varieties.
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Affiliation(s)
- Manju Kohli
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, India
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Hina Bansal
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, India
| | | | | | | | - Anirban Roy
- Division of Plant Pathology, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Subodh Kumar Sinha
- Biotechnology, National Institute of Plant Biotechnology, New Delhi, Delhi, India
| | - K.M. Shivaprasad
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Nikki Kumari
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Atul Kumar
- Division of Seed Science and Technology, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Ranjeet R. Kumar
- Biochemistry, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | | | - Muraleedhar Aski
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
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Pavicic M, Mouhu K, Hautsalo J, Jacobson D, Jalli M, Himanen K. Image-based time series analysis to establish differential disease progression for two Fusarium head blight pathogens in oat spikelets with variable resistance. FRONTIERS IN PLANT SCIENCE 2023; 14:1126717. [PMID: 36998678 PMCID: PMC10043315 DOI: 10.3389/fpls.2023.1126717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 02/22/2023] [Indexed: 06/19/2023]
Abstract
Oat-based value-added products have increased their value as healthy foodstuff. Fusarium head blight (FHB) infections and the mycotoxins accumulated to the oat seeds, however, pose a challenge to oat production. The FHB infections are predicted to become more prevalent in the future changing climates and under more limited use of fungicides. Both these factors increase the pressure for breeding new resistant cultivars. Until now, however, genetic links in oats against FHB infection have been difficult to identify. Therefore, there is a great need for more effective breeding efforts, including improved phenotyping methods allowing time series analysis and the identification of molecular markers during disease progression. To these ends, dissected spikelets of several oat genotypes with different resistance profiles were studied by image-based methods during disease progression by Fusarium culmorum or F. langsethiae species. The chlorophyll fluorescence of each pixel in the spikelets was recorded after inoculation by the two Fusarium spp., and the progression of the infections was analyzed by calculating the mean maximum quantum yield of PSII (Fv/Fm) values for each spikelet. The recorded values were (i) the change in the photosynthetically active area of the spikelet as percentage of its initial size, and (ii) the mean of Fv/Fm values of all fluorescent pixels per spikelet post inoculation, both indicative of the progression of the FHB disease. The disease progression was successfully monitored, and different stages of the infection could be defined along the time series. The data also confirmed the differential rate of disease progression by the two FHB causal agents. In addition, oat varieties with variable responses to the infections were indicated.
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Affiliation(s)
- Mirko Pavicic
- National Plant Phenotyping Infrastructure, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
- Department of Agricultural Sciences, Viikki Plant Science Centre, Helsinki, Finland
- Computational and Predictive Biology, Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Katriina Mouhu
- National Plant Phenotyping Infrastructure, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
- Department of Agricultural Sciences, Viikki Plant Science Centre, Helsinki, Finland
| | - Juho Hautsalo
- Natural Resources Institute Finland (Luke), Management and Production of Renewable Resources Planta, Jokioinen, Finland
| | - Daniel Jacobson
- Computational and Predictive Biology, Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Bredesen Center, University of Tennessee Knoxville, Knoxville, TN, United States
| | - Marja Jalli
- Natural Resources Institute Finland (Luke), Management and Production of Renewable Resources Planta, Jokioinen, Finland
| | - Kristiina Himanen
- National Plant Phenotyping Infrastructure, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
- Department of Agricultural Sciences, Viikki Plant Science Centre, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Biocenter Finland, University of Helsinki, Helsinki, Finland
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5
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Chovanček E, Salazar J, Şirin S, Allahverdiyeva Y. Microalgae from Nordic collections demonstrate biostimulant effect by enhancing plant growth and photosynthetic performance. PHYSIOLOGIA PLANTARUM 2023; 175:e13911. [PMID: 37043258 DOI: 10.1111/ppl.13911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 03/31/2023] [Accepted: 04/06/2023] [Indexed: 06/19/2023]
Abstract
We investigated the biostimulant potential of six microalgal species from Nordic collections extracted with two different procedures: thermal hydrolysis with a weak solution of sulfuric acid accompanied by ultrasonication and bead-milling with aqueous extraction followed by centrifugation. To this aim, we designed a phenotyping pipeline consisting of a root growth assay in the model plant Arabidopsis thaliana, complemented with greenhouse experiments to evaluate lettuce yield (Lactuca sativa L. cv. Finstar) and photosynthetic performance. The best-performing hydrolyzed extracts stimulated Arabidopsis root elongation by 8%-13% and lettuce yield by 12%-15%. The in situ measured photosynthetic performance of lettuce was upregulated in the efficient extracts: PSII quantum yield increased by 26%-34%, and thylakoid proton flux increase was in the range of 34%-60%. In contrast, aqueous extracts acquired by bead-milling showed high dependence on biomass concentration in the extract and an overall plant growth enhancement was not attained in any of the applied dosages. Our results indicate that hydrolysis of the biomass can be a decisive factor for rendering effective plant biostimulants from microalgae.
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Affiliation(s)
- Erik Chovanček
- Molecular Plant Biology, Department of Life Technologies, University of Turku, Turku, Finland
| | - João Salazar
- Molecular Plant Biology, Department of Life Technologies, University of Turku, Turku, Finland
| | - Sema Şirin
- Molecular Plant Biology, Department of Life Technologies, University of Turku, Turku, Finland
| | - Yagut Allahverdiyeva
- Molecular Plant Biology, Department of Life Technologies, University of Turku, Turku, Finland
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6
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Roitsch T, Himanen K, Chawade A, Jaakola L, Nehe A, Alexandersson E. Functional phenomics for improved climate resilience in Nordic agriculture. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:5111-5127. [PMID: 35727101 PMCID: PMC9440434 DOI: 10.1093/jxb/erac246] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 06/06/2022] [Indexed: 05/26/2023]
Abstract
The five Nordic countries span the most northern region for field cultivation in the world. This presents challenges per se, with short growing seasons, long days, and a need for frost tolerance. Climate change has additionally increased risks for micro-droughts and water logging, as well as pathogens and pests expanding northwards. Thus, Nordic agriculture demands crops that are adapted to the specific Nordic growth conditions and future climate scenarios. A focus on crop varieties and traits important to Nordic agriculture, including the unique resource of nutritious wild crops, can meet these needs. In fact, with a future longer growing season due to climate change, the region could contribute proportionally more to global agricultural production. This also applies to other northern regions, including the Arctic. To address current growth conditions, mitigate impacts of climate change, and meet market demands, the adaptive capacity of crops that both perform well in northern latitudes and are more climate resilient has to be increased, and better crop management systems need to be built. This requires functional phenomics approaches that integrate versatile high-throughput phenotyping, physiology, and bioinformatics. This review stresses key target traits, the opportunities of latitudinal studies, and infrastructure needs for phenotyping to support Nordic agriculture.
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Affiliation(s)
- Thomas Roitsch
- Department of Plant and Environmental Sciences, University of Copenhagen, Denmark
- Department of Adaptive Biotechnologies, Global Change Research Institute, Czech Academy of Sciences, Brno, Czechia
| | - Kristiina Himanen
- National Plant Phenotyping Infrastructure, HiLIFE, University of Helsinki, Finland
- Organismal and Evolutionary Biology Research Program, Viikki Plant Science Centre, Faculty of Biological and Environmental Sciences, University of Helsinki, Finland
| | - Aakash Chawade
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Lomma, Sweden
| | - Laura Jaakola
- Climate laboratory Holt, Department of Arctic and Marine Biology, UiT the Arctic University of Norway, Tromsø, Norway
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Ajit Nehe
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Lomma, Sweden
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Faragó D, Zsigmond L, Benyó D, Alcazar R, Rigó G, Ayaydin F, Rabilu SA, Hunyadi‐Gulyás É, Szabados L. Small paraquat resistance proteins modulate paraquat and ABA responses and confer drought tolerance to overexpressing Arabidopsis plants. PLANT, CELL & ENVIRONMENT 2022; 45:1985-2003. [PMID: 35486392 PMCID: PMC9324991 DOI: 10.1111/pce.14338] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 03/31/2022] [Accepted: 04/03/2022] [Indexed: 05/13/2023]
Abstract
Adaptation of higher plants to extreme environmental conditions is under complex regulation. Several small peptides have recently been described to modulate responses to stress conditions. The Small Paraquat resistance protein (SPQ) of Lepidium crassifolium has previously been identified due to its capacity to confer paraquat resistance to overexpressing transgenic Arabidopsis plants. Here, we show that overexpression of the closely related Arabidopsis SPQ can also enhance resistance to paraquat, while the Arabidopsis spq1 mutant is slightly hypersensitive to this herbicide. Besides being implicated in paraquat response, overexpression of SPQs enhanced sensitivity to abscisic acid (ABA), and the knockout spq1 mutant was less sensitive to ABA. Both Lepidium- and Arabidopsis-derived SPQs could improve drought tolerance by reducing water loss, stabilizing photosynthetic electron transport and enhancing plant viability and survival in a water-limited environment. Enhanced drought tolerance of SPQ-overexpressing plants could be confirmed by characterizing various parameters of growth, morphology and photosynthesis using an automatic plant phenotyping platform with RGB and chlorophyll fluorescence imaging. Our results suggest that SPQs can be regulatory small proteins connecting ROS and ABA regulation and through that influence responses to certain stresses.
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Affiliation(s)
- Dóra Faragó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Laura Zsigmond
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Dániel Benyó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Rubén Alcazar
- Facultat de FarmàciaUniversitat de BarcelonaBarcelonaSpain
| | - Gábor Rigó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Ferhan Ayaydin
- Hungarian Centre of Excellence for Molecular Medicine (HCEMM) Nonprofit Ltd.SzegedHungary
- Cellular Imaging Laboratory, Biological Research CentreSzegedHungary
| | - Sahilu Ahmad Rabilu
- Institute of Plant Biology, Biological Research CentreSzegedHungary
- Doctoral School in Biology, Faculty of Science and InformaticsUniversity of SzegedSzegedHungary
| | | | - László Szabados
- Institute of Plant Biology, Biological Research CentreSzegedHungary
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Wahid S, Xie M, Sarfraz S, Liu J, Zhao C, Bai Z, Tong C, Cheng X, Gao F, Liu S. Genome-Wide Identification and Analysis of Ariadne Gene Family Reveal Its Genetic Effects on Agronomic Traits of Brassica napus. Int J Mol Sci 2022; 23:ijms23116265. [PMID: 35682945 PMCID: PMC9181464 DOI: 10.3390/ijms23116265] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/27/2022] [Accepted: 05/29/2022] [Indexed: 02/04/2023] Open
Abstract
E3 ligases promote protein ubiquitination and degradation, which regulate every aspect of eukaryotic life. The Ariadne (ARI) proteins of RBR (ring between ring fingers) protein subfamily has been discovered as a group of potential E3 ubiquitin ligases. Only a few available research studies show their role in plant adaptations processes against the external environment. Presently, the functions of ARI proteins are largely unknown in plants. Therefore, in this study, we performed genome-wide analysis to identify the ARI gene family and explore their potential importance in B. napus. A total of 39 ARI genes were identified in the B. napus genome and were classified into three subfamilies (A, B and C) based on phylogenetic analysis. The protein–protein interaction networks and enrichment analysis indicated that BnARI genes could be involved in endoreduplication, DNA repair, proteasome assembly, ubiquitination, protein kinase activity and stress adaptation. The transcriptome data analysis in various tissues provided us an indication of some BnARI genes’ functional importance in tissue development. We also identified potential BnARI genes that were significantly responsive towards the abiotic stresses. Furthermore, eight BnARI genes were identified as candidate genes for multiple agronomic traits through association mapping analysis in B. napus; among them, BnaA02g12100D, which is the ortholog of AtARI8, was significantly associated with ten agronomic traits. This study provided useful information on BnARI genes, which could aid targeted functional research and genetic improvement for breeding in B. napus.
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Morón-García O, Garzón-Martínez GA, Martínez-Martín MJP, Brook J, Corke FMK, Doonan JH, Camargo Rodríguez AV. Genetic architecture of variation in Arabidopsis thaliana rosettes. PLoS One 2022; 17:e0263985. [PMID: 35171969 PMCID: PMC8849614 DOI: 10.1371/journal.pone.0263985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 02/01/2022] [Indexed: 12/04/2022] Open
Abstract
Rosette morphology across Arabidopsis accessions exhibits considerable variation. Here we report a high-throughput phenotyping approach based on automatic image analysis to quantify rosette shape and dissect the underlying genetic architecture. Shape measurements of the rosettes in a core set of Recombinant Inbred Lines from an advanced mapping population (Multiparent Advanced Generation Inter-Cross or MAGIC) derived from inter-crossing 19 natural accessions. Image acquisition and analysis was scaled to extract geometric descriptors from time stamped images of growing rosettes. Shape analyses revealed heritable morphological variation at early juvenile stages and QTL mapping resulted in over 116 chromosomal regions associated with trait variation within the population. Many QTL linked to variation in shape were located near genes related to hormonal signalling and signal transduction pathways while others are involved in shade avoidance and transition to flowering. Our results suggest rosette shape arises from modular integration of sub-organ morphologies and can be considered a functional trait subjected to selective pressures of subsequent morphological traits. On an applied aspect, QTLs found will be candidates for further research on plant architecture.
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Affiliation(s)
- Odín Morón-García
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - Gina A. Garzón-Martínez
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - M. J. Pilar Martínez-Martín
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - Jason Brook
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - Fiona M. K. Corke
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - John H. Doonan
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
- * E-mail: (AVCR); (JHD)
| | - Anyela V. Camargo Rodríguez
- The National Plant Phenomics Centre, Institute of Biological, Rural and Environmental Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
- * E-mail: (AVCR); (JHD)
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10
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Meng X, Liu J, Zhao M. Genome-wide identification of RING finger genes in flax ( Linum usitatissimum) and analyses of their evolution. PeerJ 2021; 9:e12491. [PMID: 34820204 PMCID: PMC8601054 DOI: 10.7717/peerj.12491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 10/25/2021] [Indexed: 01/05/2023] Open
Abstract
Background Flax (Linum usitatissimum) is an important crop for its seed oil and stem fiber. Really Interesting New Gene (RING) finger genes play essential roles in growth, development, and biotic and abiotic stress responses in plants. However, little is known about these genes in flax. Methods Here, we performed a systematic genome-wide analysis to identify RING finger genes in flax. Results We identified 587 RING domains in 574 proteins and classified them into RING-H2 (292), RING-HCa (181), RING-HCb (23), RING-v (53), RING-C2 (31), RING-D (2), RING-S/T (3), and RING-G (2). These proteins were further divided into 45 groups according to domain organization. These genes were located in 15 chromosomes and clustered into three clades according to their phylogenetic relationships. A total of 312 segmental duplicated gene pairs were inferred from 411 RING finger genes, indicating a major contribution of segmental duplications to the RING finger gene family expansion. The non-synonymous/synonymous substitution ratio of the segmentally duplicated gene pairs was less than 1, suggesting that the gene family was under negative selection since duplication. Further, most RING genes in flax were differentially expressed during seed development or in the shoot apex. This study provides useful information for further functional analysis of RING finger genes in flax and to develop gene-derived molecular markers in flax breeding.
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Affiliation(s)
- Xianwen Meng
- The College of Ecological Environmental and Resources, Qinghai Provincial Key Laboratory of High Value Utilization of Characteristic Economic Plants, Qinghai Tibet Alpine Wetland Restoration Engineering Technology Research Center, Qinghai Minzu University, Xining, China
| | - Jing Liu
- The College of Ecological Environmental and Resources, Qinghai Provincial Key Laboratory of High Value Utilization of Characteristic Economic Plants, Qinghai Tibet Alpine Wetland Restoration Engineering Technology Research Center, Qinghai Minzu University, Xining, China
| | - Mingde Zhao
- The College of Ecological Environmental and Resources, Qinghai Provincial Key Laboratory of High Value Utilization of Characteristic Economic Plants, Qinghai Tibet Alpine Wetland Restoration Engineering Technology Research Center, Qinghai Minzu University, Xining, China
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11
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Höckerstedt L, Susi H, Laine A. Effect of maternal infection on progeny growth and resistance mediated by maternal genotype and nutrient availability. THE JOURNAL OF ECOLOGY 2021; 109:1439-1451. [PMID: 33776136 PMCID: PMC7986887 DOI: 10.1111/1365-2745.13568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 11/26/2020] [Indexed: 06/12/2023]
Abstract
Maternal effects of pathogen infection on progeny development and disease resistance may be adaptive and have important consequences for population dynamics. However, these effects are often context-dependent and examples of adaptive transgenerational responses from perennials are scarce, although they may be a particularly important mechanism generating variation in the offspring of long-lived species.Here, we studied the effect of maternal infection of Plantago lanceolata by Podosphaera plantaginis, a fungal parasite, on the growth, flower production and resistance of the progeny of six maternal genotypes in nutrient-rich and nutrient-poor environments. For this purpose, we combined a common garden study with automated phenotyping measurements of early life stages, and an inoculation experiment.Our results show that the effects of infection on the mother plants transcend to impact their progeny. Although maternal infection decreased total leaf and flower production of the progeny by the end of the growing season, it accelerated early growth and enhanced resistance to the pathogen P. plantaginis.We also discovered that the effects of maternal infection affected progeny development and resistance through a three way-interaction between maternal genotype, maternal infection status and nutrient availability. Synthesis. Our results emphasize the importance of maternal effects mediated through genotypic and environmental factors in long-living perennials and suggest that maternal infection can create a layer of phenotypic diversity in resistance. These results may have important implications for both epidemiological and evolutionary dynamics of host-parasite interactions in the wild.
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Affiliation(s)
- Layla Höckerstedt
- Research Centre for Ecological Change, Organismal and Evolutionary BiologyFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- Climate System ResearchFinnish Meteorological InstituteHelsinkiFinland
| | - Hanna Susi
- Research Centre for Ecological Change, Organismal and Evolutionary BiologyFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
| | - Anna‐Liisa Laine
- Research Centre for Ecological Change, Organismal and Evolutionary BiologyFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichZurichSwitzerland
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12
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Guinea Diaz M, Nikkanen L, Himanen K, Toivola J, Rintamäki E. Two chloroplast thioredoxin systems differentially modulate photosynthesis in Arabidopsis depending on light intensity and leaf age. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 104:718-734. [PMID: 32772439 PMCID: PMC7693050 DOI: 10.1111/tpj.14959] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 07/10/2020] [Accepted: 07/13/2020] [Indexed: 05/10/2023]
Abstract
Various regulatory mechanisms have evolved in plants to optimize photosynthetic activity under fluctuating light. Thioredoxins (TRX) are members of the regulatory network balancing activities of light and carbon fixation reactions in chloroplasts. We have studied the impact of two chloroplast TRX systems, the ferredoxin-dependent TRX reductase (FTR) and the NADPH-dependent TRX reductase C (NTRC) on regulation of photosynthesis by mutants lacking or overexpressing a component of either system. Plants were subjected to image-based phenotyping and chlorophyll fluorescence measurements that allow long-term monitoring of the development and photosynthetic activity of the rosettes, respectively. Our experiments demonstrate that NTRC and FTR systems respond differently to variation of light intensity. NTRC was an indispensable regulator of photosynthesis in young leaves, at light-intensity transitions and under low light intensities limiting photosynthesis, whereas steady-state exposure of plants to growth or higher light intensities diminished the need of NTRC in regulation of photosynthesis. In fluctuating light, overexpression of NTRC increased the quantum yield of Photosystem II (YII) at low light and stimulated the relaxation of non-photochemical quenching (NPQ) after high light exposure, indicating that overexpression of NTRC improves leaf capacity to convert light energy to chemical energy under these conditions. Overexpression of chimeric protein (NTR-TRXf) containing both the thioredoxin reductase and TRXf activity on an ntrc mutant background, did not completely recover either growth or steady-state photosynthetic activity, whereas OE-NTR-TRXf plants exposed to fluctuating light regained the wild-type level of Y(II) and NPQ.
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Affiliation(s)
- Manuel Guinea Diaz
- Molecular Plant BiologyDepartment of BiochemistryUniversity of TurkuTurku20520Finland
| | - Lauri Nikkanen
- Molecular Plant BiologyDepartment of BiochemistryUniversity of TurkuTurku20520Finland
| | - Kristiina Himanen
- National Plant Phenotyping InfrastructureUniversity of HelsinkiHelsinki00790Finland
| | - Jouni Toivola
- Molecular Plant BiologyDepartment of BiochemistryUniversity of TurkuTurku20520Finland
| | - Eevi Rintamäki
- Molecular Plant BiologyDepartment of BiochemistryUniversity of TurkuTurku20520Finland
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Koch G, Rolland G, Dauzat M, Bédiée A, Baldazzi V, Bertin N, Guédon Y, Granier C. Are compound leaves more complex than simple ones? A multi-scale analysis. ANNALS OF BOTANY 2018; 122:1173-1185. [PMID: 29982438 PMCID: PMC6324747 DOI: 10.1093/aob/mcy116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 06/06/2018] [Indexed: 06/08/2023]
Abstract
Background and Aims The question of which cellular mechanisms determine the variation in leaf size has been addressed mainly in plants with simple leaves. It is addressed here in tomato taking into consideration the expected complexity added by the several lateral appendages making up the compound leaf, the leaflets. Methods Leaf and leaflet areas, epidermal cell number and areas, and endoreduplication (co-) variations were analysed in Solanum lycopersicum considering heteroblastic series in a wild type (Wva106) and an antisense mutant, the Pro35S:Slccs52AAS line, and upon drought treatments. All plants were grown in an automated phenotyping platform, PHENOPSIS, adapted to host plants grown in 7 L pots. Key Results Leaf area, leaflet area and cell number increased with leaf rank until reaching a plateau. In contrast, cell area slightly decreased and endoreduplication did not follow any trend. In the transgenic line, leaf area, leaflet areas and cell number of basal leaves were lower than in the wild type, but higher in upper leaves. Reciprocally, cell area was higher in basal leaves and lower in upper leaves. When scaled up at the whole sympodial unit, all these traits did not differ significantly between the transgenic line and the wild type. In response to drought, leaf area was reduced, with a clear dose effect that was also reported for all size-related traits, including endoreduplication. Conclusions These results provide evidence that all leaflets have the same cellular phenotypes as the leaf they belong to. Consistent with results reported for simple leaves, they show that cell number rather than cell size determines the final leaf areas and that endoreduplication can be uncoupled from leaf and cell sizes. Finally, they re-question a whole-plant control of cell division and expansion in leaves when the Wva106 and the Pro35S:Slccs52AAS lines are compared.
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Affiliation(s)
- Garance Koch
- LEPSE, Université de Montpellier, INRA, Montpellier SupAgro, Montpellier, France
- INRA, UR PSH, Avignon, France
| | - Gaëlle Rolland
- LEPSE, Université de Montpellier, INRA, Montpellier SupAgro, Montpellier, France
| | - Myriam Dauzat
- LEPSE, Université de Montpellier, INRA, Montpellier SupAgro, Montpellier, France
| | - Alexis Bédiée
- LEPSE, Université de Montpellier, INRA, Montpellier SupAgro, Montpellier, France
| | - Valentina Baldazzi
- INRA, UR PSH, Avignon, France
- ISA, INRA, CNRS, Université Côte d’Azur, France
- BIOCORE, Inria, INRA, CNRS, UPMC Université de Paris 06, Université Côte d’Azur, France
| | | | - Yann Guédon
- AGAP, Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Christine Granier
- LEPSE, Université de Montpellier, INRA, Montpellier SupAgro, Montpellier, France
- AGAP, Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
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14
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Xie L, Lehvävirta S, Timonen S, Kasurinen J, Niemikapee J, Valkonen JPT. Species-specific synergistic effects of two plant growth-promoting microbes on green roof plant biomass and photosynthetic efficiency. PLoS One 2018; 13:e0209432. [PMID: 30596699 PMCID: PMC6312232 DOI: 10.1371/journal.pone.0209432] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 12/05/2018] [Indexed: 11/24/2022] Open
Abstract
Rhizophagus irregularis, an arbuscular mycorrhizal fungus, and Bacillus amyloliquefaciens, a bacterium, are microorganisms that promote plant growth. They associate with plant roots and facilitate nutrient absorption by their hosts, increase resistance against pathogens and pests, and regulate plant growth through phytohormones. In this study, eight local plant species in Finland (Antennaria dioica, Campanula rotundifolia, Fragaria vesca, Geranium sanguineum, Lotus corniculatus, Thymus serpyllum, Trifolium repens, and Viola tricolor) were inoculated with R. irregularis and/or B. amyloliquefaciens in autoclaved substrates to evaluate the plant growth-promoting effects of different plant/microbe combinations under controlled conditions. The eight plant species were inoculated with R. irregularis, B. amyloliquefaciens, or both microbes or were not inoculated as a control. The impact of the microbes on the plants was evaluated by measuring dry shoot weight, colonization rate by the arbuscular mycorrhizal fungus, bacterial population density, and chlorophyll fluorescence using a plant phenotyping facility. Under dual inoculation conditions, B. amyloliquefaciens acted as a "mycorrhiza helper bacterium" to facilitate arbuscular mycorrhizal fungus colonization in all tested plants. In contrast, R. irregularis did not demonstrate reciprocal facilitation of the population density of B. amyloliquefaciens. Dual inoculation with B. amyloliquefaciens and R. irregularis resulted in the greatest increase in shoot weight and photosynthetic efficiency in T. repens and F. vesca.
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Affiliation(s)
- Long Xie
- Department of Agricultural Sciences, FI, University of Helsinki, Helsinki, Finland
| | - Susanna Lehvävirta
- Department of Biosciences, FI, University of Helsinki, Helsinki, Finland
| | - Sari Timonen
- Department of Microbiology, FI, University of Helsinki, Helsinki, Finland
| | - Jutta Kasurinen
- Department of Microbiology, FI, University of Helsinki, Helsinki, Finland
| | - Juhamatti Niemikapee
- Department of Bio- and Environmental Sciences, FI, University of Helsinki, Helsinki, Finland
| | - Jari P. T. Valkonen
- Department of Agricultural Sciences, FI, University of Helsinki, Helsinki, Finland
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Chawade A, Armoniené R, Berg G, Brazauskas G, Frostgård G, Geleta M, Gorash A, Henriksson T, Himanen K, Ingver A, Johansson E, Jørgensen LN, Koppel M, Koppel R, Makela P, Ortiz R, Podyma W, Roitsch T, Ronis A, Svensson JT, Vallenback P, Weih M. A transnational and holistic breeding approach is needed for sustainable wheat production in the Baltic Sea region. PHYSIOLOGIA PLANTARUM 2018. [PMID: 29536550 DOI: 10.1111/ppl.12726] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The Baltic Sea is one of the largest brackish water bodies in the world. Eutrophication is a major concern in the Baltic Sea due to the leakage of nutrients to the sea with agriculture being the primary source. Wheat (Triticum aestivum L.) is the most widely grown crop in the countries surrounding the Baltic Sea and thus promoting sustainable agriculture practices for wheat cultivation will have a major impact on reducing pollution in the Baltic Sea. This approach requires identifying and addressing key challenges for sustainable wheat production in the region. Implementing new technologies for climate-friendly breeding and digital farming across all surrounding countries should promote sustainable intensification of agriculture in the region. In this review, we highlight major challenges for wheat cultivation in the Baltic Sea region and discuss various solutions integrating transnational collaboration for pre-breeding and technology sharing to accelerate development of low input wheat cultivars with improved host plant resistance to pathogen and enhanced adaptability to the changing climate.
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Affiliation(s)
- Aakash Chawade
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Alnarp, Sweden
| | - Rita Armoniené
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Alnarp, Sweden
- Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Kedainiai, Lithuania
| | - Gunilla Berg
- Plant Protection Center, Swedish Board of Agriculture, Alnarp, Sweden
| | - Gintaras Brazauskas
- Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Kedainiai, Lithuania
| | | | - Mulatu Geleta
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Alnarp, Sweden
| | - Andrii Gorash
- Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Kedainiai, Lithuania
| | | | - Kristiina Himanen
- Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
| | - Anne Ingver
- Estonian Crop Research Institute, Jõgeva, Estonia
| | - Eva Johansson
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Alnarp, Sweden
| | | | - Mati Koppel
- Estonian Crop Research Institute, Jõgeva, Estonia
| | - Reine Koppel
- Estonian Crop Research Institute, Jõgeva, Estonia
| | - Pirjo Makela
- Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
| | - Rodomiro Ortiz
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Alnarp, Sweden
| | - Wieslaw Podyma
- Plant Breeding and Acclimatization Institute, National Research Institute, Radzików, Poland
| | - Thomas Roitsch
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Copenhagen, Denmark
| | - Antanas Ronis
- Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Kedainiai, Lithuania
| | | | | | - Martin Weih
- Department of Crop Production Ecology, SLU, Uppsala, Sweden
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