1
|
Sood S, Bhardwaj V, Bairwa A, Dalamu, Sharma S, Sharma AK, Kumar A, Lal M, Kumar V. Genome-wide association mapping and genomic prediction for late blight and potato cyst nematode resistance in potato ( Solanum tuberosum L.). FRONTIERS IN PLANT SCIENCE 2023; 14:1211472. [PMID: 37860256 PMCID: PMC10582711 DOI: 10.3389/fpls.2023.1211472] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 09/12/2023] [Indexed: 10/21/2023]
Abstract
Potatoes are an important source of food for millions of people worldwide. Biotic stresses, notably late blight and potato cyst nematodes (PCN) pose a major threat to potato production worldwide, and knowledge of genes controlling these traits is limited. A genome-wide association mapping study was conducted to identify the genomic regulators controlling these biotic stresses, and the genomic prediction accuracy was worked out using the GBLUP model of genomic selection (GS) in a panel of 222 diverse potato accessions. The phenotype data on resistance to late blight and two PCN species (Globodera pallida and G. rostochiensis) were recorded for three and two consecutive years, respectively. The potato panel was genotyped using genotyping by sequencing (GBS), and 1,20,622 SNP markers were identified. A total of 7 SNP associations for late blight resistance, 9 and 11 for G. pallida and G. rostochiensis, respectively, were detected by additive and simplex dominance models of GWAS. The associated SNPs were distributed across the chromosomes, but most of the associations were found on chromosomes 5, 10 and 11, which have been earlier reported as the hotspots of disease-resistance genes. The GS prediction accuracy estimates were low to moderate for resistance to G. pallida (0.04-0.14) and G. rostochiensis (0.14-0.21), while late blight resistance showed a high prediction accuracy of 0.42-0.51. This study provides information on the complex genetic nature of these biotic stress traits in potatoes and putative SNP markers for resistance breeding.
Collapse
Affiliation(s)
- Salej Sood
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Vinay Bhardwaj
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Aarti Bairwa
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Dalamu
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Sanjeev Sharma
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Ashwani K. Sharma
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Ashwani Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| | - Mehi Lal
- ICAR-Central Potato Research Institute, Regional Station, Modipuram, UP, India
| | - Vinod Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, HP, India
| |
Collapse
|
2
|
Sahoo DK, Das A, Huang X, Cianzio S, Bhattacharyya MK. Tightly linked Rps12 and Rps13 genes provide broad-spectrum Phytophthora resistance in soybean. Sci Rep 2021; 11:16907. [PMID: 34413429 PMCID: PMC8377050 DOI: 10.1038/s41598-021-96425-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/30/2021] [Indexed: 02/07/2023] Open
Abstract
The Phytophtora root and stem rot is a serious disease in soybean. It is caused by the oomycete pathogen Phytophthora sojae. Growing Phytophthora resistant cultivars is the major method of controlling this disease. Resistance is race- or gene-specific; a single gene confers immunity against only a subset of the P. sojae isolates. Unfortunately, rapid evolution of new Phytophthora sojae virulent pathotypes limits the effectiveness of an Rps ("resistance to Phytophthora sojae") gene to 8-15 years. The current study was designed to investigate the effectiveness of Rps12 against a set of P. sojae isolates using recombinant inbred lines (RILs) that contain recombination break points in the Rps12 region. Our study revealed a unique Rps gene linked to the Rps12 locus. We named this novel gene as Rps13 that confers resistance against P. sojae isolate V13, which is virulent to recombinants that contains Rps12 but lack Rps13. The genetic distance between the two Rps genes is 4 cM. Our study revealed that two tightly linked functional Rps genes with distinct race-specificity provide broad-spectrum resistance in soybean. We report here the molecular markers for incorporating the broad-spectrum Phytophthora resistance conferred by the two Rps genes in commercial soybean cultivars.
Collapse
Affiliation(s)
- Dipak K Sahoo
- Department of Agronomy, Iowa State University, Ames, IA, 50011, USA
| | - Anindya Das
- Department of Computer Science, Iowa State University, Ames, IA, 50011, USA
| | - Xiaoqiu Huang
- Department of Computer Science, Iowa State University, Ames, IA, 50011, USA
| | - Silvia Cianzio
- Department of Agronomy, Iowa State University, Ames, IA, 50011, USA
| | | |
Collapse
|
3
|
Andolfo G, D’Agostino N, Frusciante L, Ercolano MR. The Tomato Interspecific NB-LRR Gene Arsenal and Its Impact on Breeding Strategies. Genes (Basel) 2021; 12:genes12020184. [PMID: 33514027 PMCID: PMC7911644 DOI: 10.3390/genes12020184] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 11/16/2022] Open
Abstract
Tomato (Solanum lycopersicum L.) is a model system for studying the molecular basis of resistance in plants. The investigation of evolutionary dynamics of tomato resistance (R)-loci provides unique opportunities for identifying factors that promote or constrain genome evolution. Nucleotide-binding domain and leucine-rich repeat (NB-LRR) receptors belong to one of the most plastic and diversified families. The vast amount of genomic data available for Solanaceae and wild tomato relatives provides unprecedented insights into the patterns and mechanisms of evolution of NB-LRR genes. Comparative analysis remarked a reshuffling of R-islands on chromosomes and a high degree of adaptive diversification in key R-loci induced by species-specific pathogen pressure. Unveiling NB-LRR natural variation in tomato and in other Solanaceae species offers the opportunity to effectively exploit genetic diversity in genomic-driven breeding programs with the aim of identifying and introducing new resistances in tomato cultivars. Within this motivating context, we reviewed the repertoire of NB-LRR genes available for tomato improvement with a special focus on signatures of adaptive processes. This issue is still relevant and not thoroughly investigated. We believe that the discovery of mechanisms involved in the generation of a gene with new resistance functions will bring great benefits to future breeding strategies.
Collapse
|
4
|
Meade F, Hutten R, Wagener S, Prigge V, Dalton E, Kirk HG, Griffin D, Milbourne D. Detection of Novel QTLs for Late Blight Resistance Derived from the Wild Potato Species Solanum microdontum and Solanum pampasense. Genes (Basel) 2020; 11:E732. [PMID: 32630103 PMCID: PMC7396981 DOI: 10.3390/genes11070732] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/09/2020] [Accepted: 06/17/2020] [Indexed: 12/30/2022] Open
Abstract
Wild potato species continue to be a rich source of genes for resistance to late blight in potato breeding. Whilst many dominant resistance genes from such sources have been characterised and used in breeding, quantitative resistance also offers potential for breeding when the loci underlying the resistance can be identified and tagged using molecular markers. In this study, F1 populations were created from crosses between blight susceptible parents and lines exhibiting strong partial resistance to late blight derived from the South American wild species Solanum microdontum and Solanum pampasense. Both populations exhibited continuous variation for resistance to late blight over multiple field-testing seasons. High density genetic maps were created using single nucleotide polymorphism (SNP) markers, enabling mapping of quantitative trait loci (QTLs) for late blight resistance that were consistently expressed over multiple years in both populations. In the population created with the S. microdontum source, QTLs for resistance consistently expressed over three years and explaining a large portion (21-47%) of the phenotypic variation were found on chromosomes 5 and 6, and a further resistance QTL on chromosome 10, apparently related to foliar development, was discovered in 2016 only. In the population created with the S. pampasense source, QTLs for resistance were found in over two years on chromosomes 11 and 12. For all loci detected consistently across years, the QTLs span known R gene clusters and so they likely represent novel late blight resistance genes. Simple genetic models following the effect of the presence or absence of SNPs associated with consistently effective loci in both populations demonstrated that marker assisted selection (MAS) strategies to introgress and pyramid these loci have potential in resistance breeding strategies.
Collapse
Affiliation(s)
- Fergus Meade
- Teagasc, Crop Science Department, Oak Park, R93 XE12 Carlow, Ireland; (F.M.); (D.G.)
| | - Ronald Hutten
- Wageningen University & Research (WUR), 6708 PB Wageningen, The Netherlands;
| | - Silke Wagener
- SaKa Pflanzenzucht GmbH & Co., 22761 Hamburg, Germany; (S.W.); (V.P.)
| | - Vanessa Prigge
- SaKa Pflanzenzucht GmbH & Co., 22761 Hamburg, Germany; (S.W.); (V.P.)
| | | | | | - Denis Griffin
- Teagasc, Crop Science Department, Oak Park, R93 XE12 Carlow, Ireland; (F.M.); (D.G.)
| | - Dan Milbourne
- Teagasc, Crop Science Department, Oak Park, R93 XE12 Carlow, Ireland; (F.M.); (D.G.)
| |
Collapse
|
5
|
BLASTmap: A Shiny-Based Application to Visualize BLAST Results as Interactive Heat Maps and a Tool to Design Gene-Specific Baits for Bespoke Target Enrichment Sequencing. Methods Mol Biol 2018. [PMID: 30182237 DOI: 10.1007/978-1-4939-8724-5_14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Numerous genes that determine the outcome of plant-pathogen interactions are currently being discovered and include, for example, immune receptors, susceptibility factors and pathogen effectors and their host targets. Target enrichment sequencing provides a means to preferentially resequence these genes of interest without the need to first generate a genotype-specific genome assembly. The Basic Local Alignment Search Tool (BLAST), in combination with the here developed BLASTmap, can be used to design probes that specifically target such gene(s), either by using the target species or the closest related genus as a reference. BLAST is a ubiquitous tool in biological sequence analysis and a multitude of programs are available for the visualization of BLAST alignments. However, there are currently no dedicated programs for visual comparison of large-scale BLAST output attributes such as bit score. The need to quickly and efficiently compare many thousands of BLAST results led to the development of BLASTmap, an interactive web application created using the Shiny R package, customized for clustering and viewing BLAST results as an interactive heat map. Here we show an example of how BLASTmap was successfully applied to analyze custom DNA/RNA probe sequences and to visually determine that four probes are sufficient for the specific yet inclusive enrichment of the potato R2 disease resistance gene family.
Collapse
|
6
|
Di Donato A, Andolfo G, Ferrarini A, Delledonne M, Ercolano MR. Investigation of orthologous pathogen recognition gene-rich regions in solanaceous species. Genome 2017; 60:850-859. [PMID: 28742982 DOI: 10.1139/gen-2016-0217] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Pathogen receptor proteins such as receptor-like protein (RLP), receptor-like kinase (RLK), and nucleotide-binding leucine-rich repeat (NLR) play a leading role in plant immunity activation. The genome architecture of such genes has been extensively investigated in several plant species. However, we still know little about their elaborate reorganization that arose during the plant speciation process. Using recently released pepper and eggplant genome sequences, we were able to identify 1097 pathogen recognition genes (PRGs) in the cultivated pepper Zunla-1 and 775 in the eggplant line Nakate-Shinkuro. The retrieved genes were analysed for their tendency to cluster, using different methods to infer the means of grouping. Orthologous relationships among clustering loci were found, and interesting reshuffling within given loci was observed for each analysed species. The information obtained was integrated into a comparative map to highlight the evolutionary dynamics in which the PRG loci were involved. Diversification of 14 selected PRG-rich regions was also explored using a DNA target-enrichment approach. A large number of gene variants were found as well as rearrangements of sequences encoding single protein domain and changes in chromosome gene order among species. Gene duplication and transposition activity have clearly influenced plant genome R-gene architecture and diversification. Our findings contribute to addressing several biological questions concerning the parallel evolution that occurred between genomes of the family Solanaceae. Moreover, the integration of different methods proved a powerful approach to reconstruct the evolutionary history in plant families and to transfer important biology findings among plant genomes.
Collapse
Affiliation(s)
- A Di Donato
- a Dipartimento di Agraria, Università di Napoli 'Federico II', Via Università 100, 80055 Portici, Italy
| | - G Andolfo
- a Dipartimento di Agraria, Università di Napoli 'Federico II', Via Università 100, 80055 Portici, Italy
| | - A Ferrarini
- b Dipartimento di Biotecnologie, Università degli Studi di Verona, Strada le Grazie, 15, 37134 Verona, Italy
| | - M Delledonne
- b Dipartimento di Biotecnologie, Università degli Studi di Verona, Strada le Grazie, 15, 37134 Verona, Italy
| | - M R Ercolano
- a Dipartimento di Agraria, Università di Napoli 'Federico II', Via Università 100, 80055 Portici, Italy
| |
Collapse
|