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Dolatabadian A, Bayer PE, Tirnaz S, Hurgobin B, Edwards D, Batley J. Characterization of disease resistance genes in the Brassica napus pangenome reveals significant structural variation. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:969-982. [PMID: 31553100 PMCID: PMC7061875 DOI: 10.1111/pbi.13262] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 08/30/2019] [Accepted: 09/13/2019] [Indexed: 05/18/2023]
Abstract
Methods based on single nucleotide polymorphism (SNP), copy number variation (CNV) and presence/absence variation (PAV) discovery provide a valuable resource to study gene structure and evolution. However, as a result of these structural variations, a single reference genome is unable to cover the entire gene content of a species. Therefore, pangenomics analysis is needed to ensure that the genomic diversity within a species is fully represented. Brassica napus is one of the most important oilseed crops in the world and exhibits variability in its resistance genes across different cultivars. Here, we characterized resistance gene distribution across 50 B. napus lines. We identified a total of 1749 resistance gene analogs (RGAs), of which 996 are core and 753 are variable, 368 of which are not present in the reference genome (cv. Darmor-bzh). In addition, a total of 15 318 SNPs were predicted within 1030 of the RGAs. The results showed that core R-genes harbour more SNPs than variable genes. More nucleotide binding site-leucine-rich repeat (NBS-LRR) genes were located in clusters than as singletons, with variable genes more likely to be found in clusters. We identified 106 RGA candidates linked to blackleg resistance quantitative trait locus (QTL). This study provides a better understanding of resistance genes to target for genomics-based improvement and improved disease resistance.
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Affiliation(s)
- Aria Dolatabadian
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
| | - Philipp E. Bayer
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
| | - Soodeh Tirnaz
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
| | - Bhavna Hurgobin
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
| | - David Edwards
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
| | - Jacqueline Batley
- UWA School of Biological Sciences and the UWA Institute of AgricultureFaculty of ScienceThe University of Western AustraliaCrawleyWAAustralia
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Van Ghelder C, Parent GJ, Rigault P, Prunier J, Giguère I, Caron S, Stival Sena J, Deslauriers A, Bousquet J, Esmenjaud D, MacKay J. The large repertoire of conifer NLR resistance genes includes drought responsive and highly diversified RNLs. Sci Rep 2019; 9:11614. [PMID: 31406137 PMCID: PMC6691002 DOI: 10.1038/s41598-019-47950-7] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 07/26/2019] [Indexed: 12/25/2022] Open
Abstract
The NLRs or NBS-LRRs (nucleotide-binding, leucine-rich-repeat) form the largest resistance gene family in plants, with lineage-specific contingents of TNL, CNL and RNL subfamilies and a central role in resilience to stress. The origin, evolution and distribution of NLR sequences has been unclear owing in part to the variable size and diversity of the RNL subfamily and a lack of data in Gymnosperms. We developed, searched and annotated transcriptomes assemblies of seven conifers and identified a resource of 3816 expressed NLR sequences. Our analyses encompassed sequences data spanning the major groups of land plants and determinations of NLR transcripts levels in response to drought in white spruce. We showed that conifers have among the most diverse and numerous RNLs in tested land plants. We report an evolutionary swap in the formation of RNLs, which emerged from the fusion of an RPW8 domain to a NB-ARC domain of CNL. We uncovered a quantitative relationship between RNLs and TNLs across all land plants investigated, with an average ratio of 1:10. The conifer RNL repertoire harbours four distinct groups, with two that differ from Angiosperms, one of which contained several upregulated sequences in response to drought while the majority of responsive NLRs are downregulated.
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Affiliation(s)
- Cyril Van Ghelder
- INRA, Université Côte d'Azur, CNRS, ISA, 400 route des Chappes, BP167, 06903, Sophia Antipolis, France. .,Department of Plant Sciences, University of Oxford, South Parks Road, Oxford, OX1 3RB, UK.
| | - Geneviève J Parent
- Department of Plant Sciences, University of Oxford, South Parks Road, Oxford, OX1 3RB, UK.,Forest Research Centre and Institute for Systems and Integrative Biology, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada
| | - Philippe Rigault
- Gydle Inc., 1135 Grande Allée Ouest Suite 220, Québec, QC, G1S 1E7, Canada.,Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 345, 69120, Heidelberg, Germany
| | - Julien Prunier
- Forest Research Centre and Institute for Systems and Integrative Biology, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada
| | - Isabelle Giguère
- Forest Research Centre and Institute for Systems and Integrative Biology, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada
| | - Sébastien Caron
- Gydle Inc., 1135 Grande Allée Ouest Suite 220, Québec, QC, G1S 1E7, Canada
| | - Juliana Stival Sena
- Natural Resources Canada, Canadian Forest Service, Laurentian Forestry Centre, Québec, G1V 4C7, Canada
| | - Annie Deslauriers
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, 555 Boulevard de l'Université, Chicoutimi, QC, G7H2B1, Canada
| | - Jean Bousquet
- Forest Research Centre and Institute for Systems and Integrative Biology, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada.,Canada Research Chair in Forest Genomics, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada
| | - Daniel Esmenjaud
- INRA, Université Côte d'Azur, CNRS, ISA, 400 route des Chappes, BP167, 06903, Sophia Antipolis, France
| | - John MacKay
- Department of Plant Sciences, University of Oxford, South Parks Road, Oxford, OX1 3RB, UK.,Forest Research Centre and Institute for Systems and Integrative Biology, Université Laval, 1030 rue de la Médecine, Québec, QC, G1V 0A6, Canada
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Saha D, Mukherjee P, Dutta S, Meena K, Sarkar SK, Mandal AB, Dasgupta T, Mitra J. Genomic insights into HSFs as candidate genes for high-temperature stress adaptation and gene editing with minimal off-target effects in flax. Sci Rep 2019; 9:5581. [PMID: 30944362 PMCID: PMC6447620 DOI: 10.1038/s41598-019-41936-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 03/21/2019] [Indexed: 12/17/2022] Open
Abstract
Flax (Linum usitatissimum) is a cool season crop commercially cultivated for seed oil and stem fibre production. A comprehensive characterization of the heat shock factor (HSF) candidate genes in flax can accelerate genetic improvement and adaptive breeding for high temperature stress tolerance. We report the genome-wide identification of 34 putative HSF genes from the flax genome, which we mapped on 14 of the 15 chromosomes. Through comparative homology analysis, we classified these genes into three broad groups, and sub-groups. The arrangement of HSF-specific protein motifs, DNA-binding domain (DBD) and hydrophobic heptad repeat (HR-A/B), and exon-intron boundaries substantiated the phylogenetic separation of these genes. Orthologous relationships and evolutionary analysis revealed that the co-evolution of the LusHSF genes was due to recent genome duplication events. Digital and RT-qPCR analyses provided significant evidence of the differential expression of the LusHSF genes in various tissues, at various developmental stages, and in response to high-temperature stress. The co-localization of diverse cis-acting elements in the promoters of the LusHSF genes further emphasized their regulatory roles in the abiotic stress response. We further confirmed DNA-binding sites on the LusHSF proteins and designed guide RNA sequences for gene editing with minimal off-target effects. These results will hasten functional investigations of LusHSFs or assist in devising genome engineering strategies to develop high-temperature stress tolerant flax cultivars.
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Affiliation(s)
- Dipnarayan Saha
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India.
| | - Pranit Mukherjee
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
| | - Sourav Dutta
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
| | - Kanti Meena
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
| | - Surja Kumar Sarkar
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
| | - Asit Baran Mandal
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
| | - Tapash Dasgupta
- Faculty Centre for Integrated Rural Development and Management, Ramakrishna Mission Vivekananda Educational and Research Institute, Ramakrishna Mission Ashrama, Narendrapur, Kolkata, 700103, West Bengal, India
| | - Jiban Mitra
- Division of Crop Improvement, ICAR-Central Research Institute for Jute and Allied Fibres, Kolkata, West Bengal, 700121, India
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You FM, Xiao J, Li P, Yao Z, Jia G, He L, Zhu T, Luo MC, Wang X, Deyholos MK, Cloutier S. Chromosome-scale pseudomolecules refined by optical, physical and genetic maps in flax. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2018; 95:371-384. [PMID: 29681136 DOI: 10.1111/tpj.13944] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/19/2018] [Accepted: 03/22/2018] [Indexed: 05/19/2023]
Abstract
Genomes of varying sizes have been sequenced with next-generation sequencing platforms. However, most reference sequences include draft unordered scaffolds containing chimeras caused by mis-scaffolding. A BioNano genome (BNG) optical map was constructed to improve the previously sequenced flax genome (Linum usitatissimum L., 2n = 30, about 373 Mb), which consisted of 3852 scaffolds larger than 1 kb and totalling 300.6 Mb. The high-resolution BNG map of cv. CDC Bethune totalled 317 Mb and consisted of 251 BNG contigs with an N50 of 2.15 Mb. A total of 622 scaffolds (286.6 Mb, 94.9%) aligned to 211 BNG contigs (298.6 Mb, 94.2%). Of those, 99 scaffolds, diagnosed to contain assembly errors, were refined into 225 new scaffolds. Using the newly refined scaffold sequences and the validated bacterial artificial chromosome-based physical map of CDC Bethune, the 211 BNG contigs were scaffolded into 94 super-BNG contigs (N50 of 6.64 Mb) that were further assigned to the 15 flax chromosomes using the genetic map. The pseudomolecules total about 316 Mb, with individual chromosomes of 15.6 to 29.4 Mb, and cover 97% of the annotated genes. Evidence from the chromosome-scale pseudomolecules suggests that flax has undergone palaeopolyploidization and mesopolyploidization events, followed by rearrangements and deletions or fusion of chromosome arms from an ancient progenitor with a haploid chromosome number of eight.
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Affiliation(s)
- Frank M You
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
| | - Jin Xiao
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
- State Key Lab of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Pingchuan Li
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
| | - Zhen Yao
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
| | - Gaofeng Jia
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
- Crop Development Centre, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Liqiang He
- Morden Research and Development Centre, Agriculture and Agri-Food Canada, Morden, MB, R6M 1Y5, Canada
| | - Tingting Zhu
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Ming-Cheng Luo
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Xiue Wang
- State Key Lab of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | | | - Sylvie Cloutier
- Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON, K1A 0C6, Canada
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Genome-wide identification and tissue-specific expression analysis of nucleotide binding site-leucine rich repeat gene family in Cicer arietinum (kabuli chickpea). GENOMICS DATA 2017; 14:24-31. [PMID: 28840100 PMCID: PMC5558467 DOI: 10.1016/j.gdata.2017.08.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 08/05/2017] [Accepted: 08/09/2017] [Indexed: 12/30/2022]
Abstract
The nucleotide binding site-leucine rich repeat (NBS-LRR) proteins play an important role in the defense mechanisms against pathogens. Using bioinformatics approach, we identified and annotated 104 NBS-LRR genes in chickpea. Phylogenetic analysis points to their diversification into two families namely TIR-NBS-LRR and non-TIR-NBS-LRR. Gene architecture revealed intron gain/loss events in this resistance gene family during their independent evolution into two families. Comparative genomics analysis elucidated its evolutionary relationship with other fabaceae species. Around 50% NBS-LRRs reside in macro-syntenic blocks underlining positional conservation along with sequence conservation of NBS-LRR genes in chickpea. Transcriptome sequencing data provided evidence for their transcription and tissue-specific expression. Four cis-regulatory elements namely WBOX, DRE, CBF, and GCC boxes, that commonly occur in resistance genes, were present in the promoter regions of these genes. Further, the findings will provide a strong background to use candidate disease resistance NBS-encoding genes and identify their specific roles in chickpea.
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Sekhwal MK, Li P, Lam I, Wang X, Cloutier S, You FM. Disease Resistance Gene Analogs (RGAs) in Plants. Int J Mol Sci 2015; 16:19248-90. [PMID: 26287177 PMCID: PMC4581296 DOI: 10.3390/ijms160819248] [Citation(s) in RCA: 150] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Revised: 08/01/2015] [Accepted: 08/06/2015] [Indexed: 12/12/2022] Open
Abstract
Plants have developed effective mechanisms to recognize and respond to infections caused by pathogens. Plant resistance gene analogs (RGAs), as resistance (R) gene candidates, have conserved domains and motifs that play specific roles in pathogens' resistance. Well-known RGAs are nucleotide binding site leucine rich repeats, receptor like kinases, and receptor like proteins. Others include pentatricopeptide repeats and apoplastic peroxidases. RGAs can be detected using bioinformatics tools based on their conserved structural features. Thousands of RGAs have been identified from sequenced plant genomes. High-density genome-wide RGA genetic maps are useful for designing diagnostic markers and identifying quantitative trait loci (QTL) or markers associated with plant disease resistance. This review focuses on recent advances in structures and mechanisms of RGAs, and their identification from sequenced genomes using bioinformatics tools. Applications in enhancing fine mapping and cloning of plant disease resistance genes are also discussed.
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Affiliation(s)
- Manoj Kumar Sekhwal
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, MB R6M 1Y5, Canada.
| | - Pingchuan Li
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, MB R6M 1Y5, Canada.
| | - Irene Lam
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, MB R6M 1Y5, Canada.
| | - Xiue Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University, Nanjing 210095, China.
| | - Sylvie Cloutier
- Eastern Cereal and Oilseed Research Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada.
| | - Frank M You
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, MB R6M 1Y5, Canada.
- Plant Science Department, University of Manitoba, Winnipeg, MB R3T 2N6, Canada.
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