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Angelin-Bonnet O, Thomson S, Vignes M, Biggs PJ, Monaghan K, Bloomer R, Wright K, Baldwin S. Investigating the genetic components of tuber bruising in a breeding population of tetraploid potatoes. BMC PLANT BIOLOGY 2023; 23:238. [PMID: 37147582 PMCID: PMC10161554 DOI: 10.1186/s12870-023-04255-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 04/27/2023] [Indexed: 05/07/2023]
Abstract
BACKGROUND Tuber bruising in tetraploid potatoes (Solanum tuberosum) is a trait of economic importance, as it affects tubers' fitness for sale. Understanding the genetic components affecting tuber bruising is a key step in developing potato lines with increased resistance to bruising. As the tetraploid setting renders genetic analyses more complex, there is still much to learn about this complex phenotype. Here, we used capture sequencing data on a panel of half-sibling populations from a breeding programme to perform a genome-wide association analysis (GWAS) for tuber bruising. In addition, we collected transcriptomic data to enrich the GWAS results. However, there is currently no satisfactory method to represent both GWAS and transcriptomics analysis results in a single visualisation and to compare them with existing knowledge about the biological system under study. RESULTS When investigating population structure, we found that the STRUCTURE algorithm yielded greater insights than discriminant analysis of principal components (DAPC). Importantly, we found that markers with the highest (though non-significant) association scores were consistent with previous findings on tuber bruising. In addition, new genomic regions were found to be associated with tuber bruising. The GWAS results were backed by the transcriptomics differential expression analysis. The differential expression notably highlighted for the first time the role of two genes involved in cellular strength and mechanical force sensing in tuber resistance to bruising. We proposed a new visualisation, the HIDECAN plot, to integrate the results from the genomics and transcriptomics analyses, along with previous knowledge about genomic regions and candidate genes associated with the trait. CONCLUSION This study offers a unique genome-wide exploration of the genetic components of tuber bruising. The role of genetic components affecting cellular strength and resistance to physical force, as well as mechanosensing mechanisms, was highlighted for the first time in the context of tuber bruising. We showcase the usefulness of genomic data from breeding programmes in identifying genomic regions whose association with the trait of interest merit further investigation. We demonstrate how confidence in these discoveries and their biological relevance can be increased by integrating results from transcriptomics analyses. The newly proposed visualisation provides a clear framework to summarise of both genomics and transcriptomics analyses, and places them in the context of previous knowledge on the trait of interest.
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Affiliation(s)
- Olivia Angelin-Bonnet
- The New Zealand Institute for Plant and Food Research Limited, Palmerston North, 4442, New Zealand.
| | - Susan Thomson
- The New Zealand Institute for Plant and Food Research Limited, Christchurch, 8140, New Zealand
| | - Matthieu Vignes
- School of Mathematical and Computational Sciences, Massey University, Palmerston North, 4412, New Zealand
| | - Patrick J Biggs
- School of Natural Sciences, Massey University, Palmerston North, 4412, New Zealand
- School of Veterinary Science, Massey University, Palmerston North, 4412, New Zealand
| | - Katrina Monaghan
- The New Zealand Institute for Plant and Food Research Limited, Christchurch, 8140, New Zealand
| | - Rebecca Bloomer
- The New Zealand Institute for Plant and Food Research Limited, Christchurch, 8140, New Zealand
| | - Kathryn Wright
- The New Zealand Institute for Plant and Food Research Limited, Christchurch, 8140, New Zealand
| | - Samantha Baldwin
- The New Zealand Institute for Plant and Food Research Limited, Christchurch, 8140, New Zealand
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Sajeevan RS, Abdelmeguid I, Saripella GV, Lenman M, Alexandersson E. Comprehensive transcriptome analysis of different potato cultivars provides insight into early blight disease caused by Alternaria solani. BMC PLANT BIOLOGY 2023; 23:130. [PMID: 36882678 PMCID: PMC9993742 DOI: 10.1186/s12870-023-04135-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Early blight, caused by the necrotrophic fungal pathogen Alternaria solani, is an economically important disease affecting the tuber yield worldwide. The disease is mainly controlled by chemical plant protection agents. However, over-using these chemicals can lead to the evolution of resistant A. solani strains and is environmentally hazardous. Identifying genetic disease resistance factors is crucial for the sustainable management of early blight but little effort has been diverted in this direction. Therefore, we carried out transcriptome sequencing of the A. solani interaction with different potato cultivars with varying levels of early blight resistance to identify key host genes and pathways in a cultivar-specific manner. RESULTS In this study, we have captured transcriptomes from three different potato cultivars with varying susceptibility to A. solani, namely Magnum Bonum, Désirée, and Kuras, at 18 and 36 h post-infection. We identified many differentially expressed genes (DEGs) between these cultivars, and the number of DEGs increased with susceptibility and infection time. There were 649 transcripts commonly expressed between the potato cultivars and time points, of which 627 and 22 were up- and down-regulated, respectively. Interestingly, overall the up-regulated DEGs were twice in number as compared to down-regulated ones in all the potato cultivars and time points, except Kuras at 36 h post-inoculation. In general, transcription factor families WRKY, ERF, bHLH, MYB, and C2H2 were highly enriched DEGs, of which a significant number were up-regulated. The majority of the key transcripts involved in the jasmonic acid and ethylene biosynthesis pathways were highly up-regulated. Many transcripts involved in the mevalonate (MVA) pathway, isoprenyl-PP, and terpene biosynthesis were also up-regulated across the potato cultivars and time points. Compared to Magnum Bonum and Désirée, multiple components of the photosynthesis machinery, starch biosynthesis and degradation pathway were down-regulated in the most susceptible potato cultivar, Kuras. CONCLUSIONS Transcriptome sequencing identified many differentially expressed genes and pathways, thereby contributing to the improved understanding of the interaction between the potato host and A. solani. The transcription factors identified are attractive targets for genetic modification to improve potato resistance against early blight. The results provide important insights into the molecular events at the early stages of disease development, help to shorten the knowledge gap, and support potato breeding programs for improved early blight disease resistance.
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Affiliation(s)
- Radha Sivarajan Sajeevan
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, 23422, Lomma, Sweden.
| | - Ingi Abdelmeguid
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, 23422, Lomma, Sweden
- Department of Botany and Microbiology, Faculty of Science, Helwan University, Cairo, EG-11795, Egypt
| | - Ganapathi Varma Saripella
- Department of Plant Breeding, Swedish University of Agricultural Sciences, 23422, Lomma, Sweden
- CropTailor AB, Department of Chemistry, Division of Pure and Applied Biochemistry, Lund University, Lund, Sweden
| | - Marit Lenman
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, 23422, Lomma, Sweden
| | - Erik Alexandersson
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, 23422, Lomma, Sweden.
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Shi Q, Guo X, Su H, Zhang Y, Hu Z, Zhang J, Han F. Autoploid origin and rapid diploidization of the tetraploid Thinopyrum elongatum revealed by genome differentiation and chromosome pairing in meiosis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023; 113:536-545. [PMID: 36534091 DOI: 10.1111/tpj.16066] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/12/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
Polyploidy is a common mode of evolution in flowering plants. Both the natural tetraploid Thinopyrum elongatum and the diploid one from the same population show a diploid-like pairing in meiosis. However, debate on the chromosome composition and origin of the tetraploid Th. elongatum is ongoing. In the present study, we obtained the induced tetraploid Th. elongatum and found that the induced and natural tetraploids are morphologically close, except for slower development and lower seed setting. Using probes developed from single chromosome microdissection and a Fosmid library, obvious differentiations were discovered between two chromosome sets (E1 and E2 ) of the natural tetraploid Th. elongatum but not the induced one. Interestingly, hybrid F1 derived from the two different wheat-tetraploid Th. elongatum amphiploids 8802 and 8803 produced seeds well. More importantly, analysis of meiosis in F2 individuals revealed that chromosomes from E1 and E2 could pair well on the durum wheat background with the presence of Ph1. No chromosome set differentiation on the FISH level was discovered from the S1 to S4 generations in the induced one. In metaphase of the meiosis first division in the natural tetraploid, more pairings were bivalents and fewer quadrivalents with ratio of 13.94 II + 0.03 IV (n = 31). Chromosome pairing configuration in the induced tetraploid is 13.05 II + 0.47 IV (n = 19), with the quadrivalent ratio being only slightly higher than the ratio in the natural tetraploid. Therefore, the natural tetraploid Th. elongatum is of autoploid origin and the induced tetraploid Th. elongatum evolutionarily underwent rapid diploidization in the low generation.
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Affiliation(s)
- Qinghua Shi
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Xianrui Guo
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Handong Su
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yingxin Zhang
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Zanmin Hu
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jing Zhang
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Fangpu Han
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
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Brouwer SM, Lindqvist-Reis P, Persson DP, Marttila S, Grenville-Briggs LJ, Andreasson E. Visualising the ionome in resistant and susceptible plant-pathogen interactions. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 108:870-885. [PMID: 34407245 DOI: 10.1111/tpj.15469] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 07/29/2021] [Accepted: 08/09/2021] [Indexed: 06/13/2023]
Abstract
At the morphological and anatomical levels, the ionome, or the elemental composition of an organism, is an understudied area of plant biology. In particular, the ionomic responses of plant-pathogen interactions are scarcely described, and there are no studies on immune reactions. In this study we explored two X-ray fluorescence (XRF)-based ionome visualisation methods (benchtop- and synchrotron-based micro-XRF [µXRF]), as well as the quantitative inductively coupled plasma optical emission spectroscopy (ICP-OES) method, to investigate the changes that occur in the ionome of compatible and incompatible plant-pathogen interactions. We utilised the agronomically important and comprehensively studied interaction between potato (Solanum tuberosum) and the late blight oomycete pathogen Phytophthora infestans as an example. We used one late blight-susceptible potato cultivar and two resistant transgenic plant lines (only differing from the susceptible cultivar in one or three resistance genes) both in control and P. infestans-inoculated conditions. In the lesions from the compatible interaction, we observed rearrangements of several elements, including a decrease of the mobile macronutrient potassium (K) and an increase in iron (Fe) and manganese (Mn), compared with the tissue outside the lesion. Interestingly, we observed distinctly different distribution patterns of accumulation at the site of inoculation in the resistant lines for calcium (Ca), magnesium (Mg), Mn and silicon (Si) compared to the susceptible cultivar. The results reveal different ionomes in diseased plants compared to resistant plants. Our results demonstrate a technical advance and pave the way for deeper studies of the plant-pathogen ionome in the future.
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Affiliation(s)
- Sophie M Brouwer
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Patric Lindqvist-Reis
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
- Institute for Nuclear Waste Disposal, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Daniel P Persson
- Department of Plant and environmental Sciences (PLEN), University of Copenhagen, Kobenhavn, Denmark
| | - Salla Marttila
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Laura J Grenville-Briggs
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Erik Andreasson
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
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Galinousky D, Mokshina N, Padvitski T, Ageeva M, Bogdan V, Kilchevsky A, Gorshkova T. The Toolbox for Fiber Flax Breeding: A Pipeline From Gene Expression to Fiber Quality. Front Genet 2020; 11:589881. [PMID: 33281880 PMCID: PMC7690631 DOI: 10.3389/fgene.2020.589881] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/22/2020] [Indexed: 01/22/2023] Open
Abstract
The goal of any plant breeding program is to improve quality of a target crop. Crop quality is a comprehensive feature largely determined by biological background. To improve the quality parameters of crops grown for the production of fiber, a functional approach was used to search for genes suitable for the effective manipulation of technical fiber quality. A key step was to identify genes with tissue and stage-specific pattern of expression in the developing fibers. In the current study, we investigated the relationship between gene expression evaluated in bast fibers of developing flax plants and the quality parameters of technical fibers measured after plant harvesting. Based on previously published transcriptomic data, two sets of genes that are upregulated in fibers during intrusive growth and tertiary cell wall deposition were selected. The expression level of the selected genes and fiber quality parameters were measured in fiber flax, linseed (oil flax) cultivars, and wild species that differ in type of yield and fiber quality parameters. Based on gene expression data, linear regression models for technical stem length, fiber tensile strength, and fiber flexibility were constructed, resulting in the identification of genes that have high potential for manipulating fiber quality. Chromosomal localization and single nucleotide polymorphism distribution in the selected genes were characterized for the efficacy of their use in conventional breeding and genome editing programs. Transcriptome-based selection is a highly targeted functional approach that could be used during the development of new cultivars of various crops.
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Affiliation(s)
- Dmitry Galinousky
- Laboratory of Plant Glycobiology, Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Kazan, Russia
- Laboratory of Ecological Genetics and Biotechnology, Institute of Genetics and Cytology, The National Academy of Sciences of Belarus, Minsk, Belarus
| | - Natalia Mokshina
- Laboratory of Plant Glycobiology, Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Kazan, Russia
| | - Tsimafei Padvitski
- Cellular Network and Systems Biology Group, University of Cologne, CECAD, Cologne, Germany
| | - Marina Ageeva
- Laboratory of Microscopy, Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Kazan, Russia
| | - Victor Bogdan
- Laboratory of Fiber Flax Breeding, Institute of Flax, Ustie, Belarus
| | - Alexander Kilchevsky
- Laboratory of Ecological Genetics and Biotechnology, Institute of Genetics and Cytology, The National Academy of Sciences of Belarus, Minsk, Belarus
| | - Tatyana Gorshkova
- Laboratory of Plant Cell Growth Mechanisms, Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Kazan, Russia
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