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. 2020 May 15;11:549. doi: 10.3389/fpls.2020.00549

Breeding Wheat for Durable Leaf Rust Resistance in Southern Africa: Variability, Distribution, Current Control Strategies, Challenges and Future Prospects

Sandiswa Figlan 1,2,3,*, Khayalethu Ntushelo 3, Learnmore Mwadzingeni 1,2, Tarekegn Terefe 2, Toi J Tsilo 2, Hussein Shimelis 1
PMCID: PMC7242648  PMID: 32499800

Abstract

Leaf or brown rust of wheat caused by Puccinia triticina (Pt) is one of the most damaging diseases globally. Considerable progress has been made to control leaf rust through crop protection chemicals and host plant resistance breeding in southern Africa. However, frequent changes in the pathogen population still present a major challenge to achieve durable resistance. Disease surveillance and monitoring of the pathogen have revealed the occurrence of similar races across the region, justifying the need for concerted efforts by countries in southern Africa to develop and deploy more efficient and sustainable strategies to manage the disease. Understanding the genetic variability and composition of Pt is a pre-requisite for cultivar release with appropriate resistance gene combinations for sustainable disease management. This review highlights the variability and distribution of the Pt population, and the current control strategies, challenges and future prospects of breeding wheat varieties with durable leaf rust resistance in southern Africa. The importance of regular, collaborative and efficient surveillance of the pathogen and germplasm development across southern Africa is discussed, coupled with the potential of using modern breeding technologies to produce wheat cultivars with durable resistance.

Keywords: durable resistance, pathogen variability, Puccinia triticina, southern Africa, virulence, wheat breeding

Introduction

The fungal disease, leaf rust caused by Puccinia triticina Eriks. (Pt), is widely distributed across all the major wheat-growing regions in the world (Saari and Prescott, 1985; Kolmer, 2013). It is considered as one of the most common diseases of bread wheat (Triticum aestivum), durum wheat (Triticum turgidum var. durum), and triticale (X Triticosecale; Bolton et al., 2008; Huerta-Espino et al., 2011). The pathogen is an obligate biotrophic fungus mainly infecting the leaves of wheat at various growth stages but can also infect the leaf sheath and glumes. The infection causes grain yield losses of more than 50% in susceptible cultivars (Hussein et al., 2005; Huerta-Espino et al., 2011; Terefe et al., 2011).

The southern African sub-region is the main epidemiological zone of leaf rust, exposing most wheat cultivars to infection and yield loss (Saari and Prescott, 1985; Huerta-Espino et al., 2011). Since the 1980s, several South African wheat cultivars have been reported to be susceptible to leaf rust, with localized epidemics frequently occurring in the winter rainfall regions of the Western Cape Province and irrigated areas in other provinces (Pretorius et al., 2007; Terefe et al., 2009). Recently, low infection levels have been reported in farmers’ fields due to low inoculum levels, mainly resulting from repeated fungicide applications (Terefe et al., 2009). However, breeding for host plant resistance which is a pre-emptive, effective and a more sustainable way to control future leaf rust epidemics, should be the main objective of wheat breeding programs in southern Africa. This will reduce heavy reliance on fungicide applications which could have a negative impact on the environment.

Collections of Pt field isolates from countries in southern Africa including Malawi, South Africa, Zambia, and Zimbabwe, resulted in the identification of more than 20 physiologic races to date (Pretorius et al., 1987, 1990, 2015; Pretorius and Le Roux, 1988; Terefe et al., 2011; Boshoff et al., 2018). Analysis of the collected isolates revealed genetic, and virulence similarities among the major races detected in different parts of southern Africa (Terefe et al., 2014a; Pretorius et al., 2015). The genetic relatedness of isolates from the different countries indicates the possible dispersal of fungal spores across the region by wind and water or other mechanisms. Dispersal by wind is reportedly the main source of introduction of the fungus from southern Africa into Australia in the 1960s (Brown and Hovmøller, 2002; Kolmer, 2005; Allen-Sader et al., 2019; Visser et al., 2019; Corredor-Moreno and Saunders, 2020). Mechanical transfer by means of contaminated clothing or goods also plays a role in the spread of spores across borders, which explains the occurrence of new races in areas where they were not detected previously. Such new races often pose challenges because they may defeat known leaf rust resistance genes used in the region, leading to resistance breakdown. In order to cope with the continuous evolution of Pt, there is a need for regular and well-coordinated monitoring and surveillance of virulence changes in the countries across the region (Sharma-Poudyal et al., 2020). Essential information gathered through disease surveys can guide the deployment of appropriate conventional and cutting-edge breeding technologies to produce improved varieties or breeding lines with broad spectrum and durable resistance to existing and emerging Pt races.

Host–plant resistance has been shown to be a cost-effective and environmentally safe control strategy for rusts and other diseases (Johnson, 1981, 1984; Kolmer, 1996). One of the significant challenges is that Pt frequently acquires new and aggressive virulence that overcomes existing race-specific genes (Pretorius et al., 2007, 2015; Terefe et al., 2011; Boshoff et al., 2018). In southern Africa, the continued release of wheat cultivars with different race-specific resistance genes places intense selection pressure on Pt that could have led to the high diversity of rust populations, similar to other regions such as North America (Kolmer et al., 2007). For example, an increased frequency of virulence of newly identified leaf rust races against race-specific genes Lr3, Lr15, Lr20, and Lr26 on commercial cultivars and breeding lines was reported in South Africa (Boshoff et al., 2018). However, host-plant resistance has considerable success where continuous surveys for Pt races and other rust diseases are integrated with pre-breeding, breeding, and post-release management efforts targeting rust resistance as demonstrated by the Borlaug Global Rust Initiative (BGRI) and associated regional and global projects (Evanega et al., 2014). To achieve a sustainable and cost-effective control strategy for leaf rust, a multidisciplinary and co-operative research approach involving many stakeholders including farmers, breeders, geneticists, pathologists, biotechnologists, and policymakers has to be in place. This strategy must include the exchange of resistant germplasm to safeguard border countries in the event of severe leaf rust outbreaks.

Germplasm exchange in southern Africa is aligned to the global wheat germplasm exchange network. The network consists of predominantly international public organizations such as the International Maize and Wheat Improvement Centre (CIMMYT)/Mexico and the International Centre for Agricultural Research in the Dry Areas (ICARDA)/Syria and several private multinational seed companies, each contributing to large germplasm pools. Some of the wheat genetic resources preserved in these centers are populations that were developed through dedicated pre-breeding and breeding programs targeting novel traits, including rust resistance. Wheat germplasm has been introduced across southern African borders between recipient countries, but the inability to meet seed import requirements has limited germplasm exchange. Further, policy issues on Intellectual Property ownership and benefit-sharing rendered limited germplasm exchange between African countries. These limitations may be circumvented through harmonized policy and regulations for enhanced germplasm exchange and through the use of recent advances in genetic and genomic technologies to deliver novel genetic resources with durable rust resistance.

In light of the above background, the objective of this review is to present the variability and distribution of Pt races in southern Africa. Focus is placed on describing the predominant races common across the region and the deployed leaf rust resistance genes in wheat. A comprehensive summary of effective leaf rust resistance genes available in different parts of the world that could be pyramided into local cultivars through advanced genetic and genomic technologies is also provided. Perspectives on the strides taken and milestones reached through collaborative research toward finding the best strategy to achieve durable leaf rust resistance in southern Africa and significant challenges encountered in the process are also discussed. Prospects of host induced gene silencing using the RNA interference (RNAi) technology has been highlighted as an option to enhance cultivar resistance against Pt.

Genetic Variability and Distribution of Pt in Southern Africa

Puccinia triticina populations throughout the world are genetically diverse in terms of their molecular architecture as well as the combinations and complexity of their virulence patterns. This is influenced by the co-evolution of the pathogen with diverse wheats and genetic recombination of Pt races emerging from various Triticum species (Kolmer and Liu, 2000; Liu et al., 2014; Prasad et al., 2020). The genetic characteristics of all Pt populations is typical of diploid/dikaryotic populations, with a life cycle summarized by Bolton et al. (2008). The pathogen maintains high levels of variability through sequential mutations and sexual or asexual recombination, which lead to virulence shifts (Bolton et al., 2008). The importance and frequency of somatic recombination as a mechanism to induce variation in Pt races is yet unclear. Dispersal of rust races over large distances to new areas/regions where they were not detected before adds to the aforementioned sources of variability.

To understand the variability of Pt races in southern Africa, scheduled surveys and collections of leaf rust isolates are conducted annually based on protocols outlined by the Global Cereal Rust Monitoring System1. The involved institutions are the Agricultural Research Council-Small Grain (ARC-SG) and the University of Free State (UFS) in South Africa, Chitedze Research Station and CIMMYT in Malawi; the Crop Breeding Institute (CPB), Plant Protection Research Institute (PPRI), and Rattray Arnold Research Station, Seed Co., Ltd., in Zimbabwe; and Zambian Agriculture Research Institute, Mount Makulu Research Station, in Zambia. Results from the surveys are shared with the wheat breeding community through the global rust monitoring system developed by CIMMYT and other partners as part of the BGRI to mitigate the threat of wheat rust disease2.

Tools for Detecting Pt Variability and New Race Introductions

Race Analysis

Traditional and genomic tools can be deployed to distinguish leaf rust physiologic races. Wheat differential varieties or lines form the basis of race analysis. Typically, near-isogenic lines (NILs) containing different leaf rust resistance genes/alleles are used to distinguish races by their phenotypic responses to different pathogen strains. Having NILs with single Lr genes in a uniform background of a highly susceptible cultivar or line facilitates research in understanding the genetics of host–parasite interactions (McCallum et al., 2016). The use of differential lines to distinguish physiological specialization of P. triticina was pioneered by Mains and Jackson (1926). Improvements were constantly made on the original leaf rust differential set through additions when new physiologic races were described. A series of NILs in a Thatcher background are now routinely used globally (Table 1). The original 12 sets of NILs was developed by Dr. Peter Dyck from the Cereal Research Centre, Agriculture and Agri-Food Canada in Winnipeg following work initiated by Dr. Robert G (Anderson, 1963; Long and Kolmer, 1989). Differential lines are grouped in sets of four. When the four lines are classified for resistance or susceptibility, there are 16 possible combinations. Additional sets are commonly used to supplement the standard differential lines (Huerta-Espino et al., 2011; Terefe et al., 2011). The North American nomenclature system for designating virulence combinations of Pt races is followed as a standard in most southern African countries as was proposed by the North American Wheat Leaf Rust Research Workers Committee (Kolmer et al., 2010). When 16 differential lines are used, for example, pathogenicity of a race is given a four-letter code, where the first three letters indicate the pathogenicity of the race on three sets of four lines. The fourth letter describes the pathogenicity of the race on the set used to supplement the standard 12 differential lines (Kolmer et al., 2010; McCallum et al., 2010). A number of sophisticated and modern tools can also be used to investigate variation in Pt populations including the use of DNA based markers and field pathogenomics which are described below.

TABLE 1.

Common near isogeneic lines (NILs) in Thatcher background encompassing specific Lr genes [Adapted from McCallum et al. (2016)].

Lr gene RL number Pedigree
Lr1¥ RL6003 Thatcher*6/Centenario
Lr2a¥ RL6016 Thatcher*6/Webster
Lr2b¥ RL6019 Thatcher*6/Carina
Lr2c¥ RL6047 Thatcher*6/Brevit
Lr3a¥ RL6002 Thatcher*6/Democrat
Lr3bg¥ RL6042 Bage/8*Thatcher
Lr3ka¥ RL6007 Thatcher*6/Klein Anniversario
Lr9 RL6010 Transfer (Aegilops umbellulata)/6*Thatcher
Lr10¥ RL6004 Thatcher*6/Exchange
Lr11¥ RL6053 Thatcher*6//E-1/Hussar
Lr12 RL6011 Exchange/6*Thatcher
Lr13 RL6001 Prelude*6/Loros
Lr14a¥ RL6013 Selkirk/6*Thatcher
Lr14b RL6006 Thatcher*6/Maria Escobar
Lr15¥ RL6052 Thatcher*6/W1483
Lr16¥ RL6005 Thatcher*6/Exchange
Lr17a¥ RL6008 Klein Lucero/6*Thatcher
Lr17b¥ Harrier Norin10/Brevor(seln14)//Kite sib/3/Kite
Lr18¥ RL6009 Thatcher*7/Africa 43
Lr19 RL6040 Thatcher*7/Translocation 4 (Lr19 derived from Agropyron elongatum)
Lr20¥ RL6092 Thatcher*6/Timmo
Lr21 RL6043 Thatcher*6/RL5406(Tetra Canthatch/Aegilops squarrosa var meyeri-RL5289)
Lr22a RL6044 Thatcher*7/RL5404(Tetra Canthatch/Aegilops squarrosa var strangulata-RL5271)
Lr22b Thatcher Marquis/Iumillo Durum//Marquis/Kanred
Lr23 RL6012 Lee 310/6*Thatcher
Lr24¥ RL6064 Thatcher*6/3/Agent//2*Prelude/8*Marquis
Lr25 RL6084 Thatcher*7/Transec
Lr26¥ RL6078 Thatcher*6/St-1-25
Lr28 RL6079 Thatcher*6/C-77-1
Lr29 RL6080 Thatcher*6//CS7D/Ag#11
Lr30¥ RL6049 Thatcher*6/Terenzio
Lr32 RL6086 Thatcher*6/3/Thatcher/Aegilops squarrosa//Mq(K)
Lr33 RL6057 Thatcher*6/PI58548
Lr34 RL6058 Thatcher*6/PI58548
Lr35 RL5711 Marquis-K*8//RL5344/RL5346 (Triticum monococcum)
Lr37 RL6081 Thatcher*8/VPM
Lr38 RL6097 Thatcher*6/T7Kohn
Lr44 RL6147 Thatcher*6/Triticum speltoides 7831 85GN 438
Lr45 RL6144 Thatcher*6/St-1
Lr52 RL6107 Thatcher*6/V336
Lr60 RL6172 Thatcher*3/V860
Lr63 RL6137 Thatcher*6/TMR5-J14-12-24
Lr64 RL6149 Thatcher*6/8404
Lr67 RL6077 Thatcher*6/PI250413

¥Differential lines carrying these genes are used in southern Africa.

Use of Molecular Markers for Race Diagnostics

DNA based molecular markers such as random amplified polymorphic DNA (RAPD) and amplified fragment length polymorphism (AFLP) have long been successfully used in mycology and plant pathology for the differentiation of species within the Puccinia genera (Kolmer et al., 1995; Liu and Kolmer, 1998). Kolmer and Liu (2000) distinguished groups of P. triticina isolates from international collections using RAPD markers. Results of sixty-nine isolates collected in Canada suggested that Pt populations in North America most likely evolved from several introductions that differed in molecular background (Kolmer, 2001). Co-dominant markers such as locus-specific microsatellites or simple sequence repeats (SSRs) and single nucleotide polymorphism (SNP) were later developed for P. triticina to distinguish heterozygote genotypes (Suenaga et al., 2003; Lagudah et al., 2006; Vida et al., 2009; Terracciano et al., 2013). A recent review by Kolmer et al. (2019) presents a detailed summary of the use of SSRs for characterization and identification of Pt isolates from different countries or continents.

In southern Africa, the use of DNA-based markers, particularly co-dominant markers such as SSRs and SNPs in race analysis and identification has been widely used to complement the traditional methodology of phenotyping (Visser et al., 2012; Pretorius et al., 2015; Boshoff et al., 2018), thus improving our understanding of the origin, phylogeny, and spread of Pt genotypes. A number of leaf rust races have been detected in various locations in southern Africa, including Malawi, Mozambique, South Africa, Swaziland, Zambia, and Zimbabwe (Table 2). Pretorius et al. (1987) detected races PDRS, SBDS, and SDDS in the early 1980s in South Africa. The earliest evidence of commonality in southern African Pt races was reported by Pretorius and Purchase (1990) from isolates collected in Zimbabwe, Zambia, and Malawi. Race SBDS, a race which was also detected in Zimbabwe in 1986, together with SCDS which was first detected in South Africa in 1988 (Pretorius and Purchase, 1990), were found to be similar except for the virulence of the latter to Lr24 and Lr26 genes. SBDS and SDDS were also found to have similar virulence/avirulence profiles, with SDDS being virulent to Lr24. Another race, SDDN was detected in the Western Cape Province of South Africa in 2005. This race was identical to SDDS, SCDS, and SFDS which were first detected in South Africa in 1987 (Pretorius and Le Roux, 1988), all sharing virulence to 11 Lr genes (Terefe et al., 2011).

TABLE 2.

Avirulence/virulence profiles of frequent Puccinia triticina races detected in different localities in southern Africa from the 1980s1.

Race (NA notation)* Locality Avirulence/virulence profile References
PDRS2 South Africa, Malawi Lr2a, 2b, 9, 15, 16, 17, 18, 23, 26/1, 2c, 3a, 3bg, 3ka, 10, 11, 14a, 20, 24, 28, 30, B Pretorius and Le Roux, 1988; Pretorius and Purchase, 1990
SFDS South Africa Lr3a, 3bg, 3ka, 9, 11, 16, 18, 26, 30/1, 2a, 2b, 2c, 10, 14a, 15, 17, 20, 23, 24, 28, B Pretorius and Le Roux, 1988
SBDS South Africa, Zambia, Zimbabwe Lr3a, 3bg, 3ka, 9, 11, 16, 18, 24, 26, 20/1, 2a, 2b, 2c, 10, 14a, 15, 17, 20, 23, 28, B Pretorius et al., 1987
SDDS South Africa Lr3a, 3bg, 3ka, 9, 11, 16, 18, 26, 30/1, 2a, 2b, 2c, 10, 14a, 15, 17, 20, 23, 24, 28, B Pretorius et al., 1987
SCDS Malawi, South Africa 3a, 3bg, 3ka, 9, 11, 16, 18, 24, 30/1, 2a, 2b, 2c, 10, 14a, 15, 17, 20, 23, 26, 28, B Pretorius et al., 1990; Terefe et al., 2014a
SDDN South Africa Lr3a, 3bg, 3ka, 9, 10, 11, 16, 18, 26, 30/1, 2a, 2b, 2c, 14a, 15, 17, 20, 23, 24, 28, B Pretorius and Bender, 2010
CCPS South Africa Lr1, 2a, 2b, 2c, 9, 11, 16, 18, 20, 23, 24/3a, 3bg, 3ka, 10, 14a, 15, 17, 26, 28, 30, B Terefe et al., 2014a, b)
MCDS Zimbabwe, Zambia, South Africa Lr2a, 2b, 2c, 3ka, 9, 11, 16, 18, 20, 24, 28, 30/1, 3a, 3bg, 10, 14a, 15, 17, 23, 26, B Terefe et al., 2014b
TCPS Zimbabwe, Zambia Lr9, 11, 16, 18, 24/1, 2a, 2c, 3a, 3ka, 10, 14a, 17, 26, 30, B
FBPT Zimbabwe, South Africa Lr1, 2a, 2b, 9, 11, 15, 16, 20, 21, 23, 24, 26, 28/2c, 3a, 3ka, 10, 14a, 17, 18, 30, B Pretorius et al., 2015
CBPS South Africa Lr1, 2a, 2b, 2c, 9, 11, 12, 13, 15, 16, 18, 20, 24, 26, 27, 31/3a, 3bg, 3ka, 10, 14a, 17a, 30, B, Thatcher Boshoff et al., 2018
CFPS (3SA10) South Africa Lr1, 2a, 2b, 2c, 9, 11, 16, 18, 20/3a, 3bg, 3ka, 10, 14a, 15, 17a, 24, 26, 30, B, Thatcher Boshoff et al., 2018
CDPS South Africa Lr1, 2a, 9, 26, 11, 16, 18, 26/3a, 3bg, 3ka, 10, 14a, 15, 17a, 20, 24, 30, B, Thatcher Boshoff et al., 2018
CFPS (3SA248) South Africa Lr1, 2a, 9, 2b, 2c, 11, 16, 18/3a, 3bg, 3ka, 10, 14a, 15, 17a, 20, 24, 26, 30, B, Thatcher Boshoff et al., 2018

1This table is not necessarily exhaustive, only P. triticina races that have been predominant in southern Africa over the years are highlighted. Genes that are still effective against most races across regions are in bold. 2Letter codes are based on virulence pattern of the races on the original 12 differential lines plus a supplemental set (LrB, Lr10, Lr14a, Lr18). *NA = North America.

Using SSR markers, race PDRS was found to be genetically different from 10 other South African races, leading to speculation that it is a foreign introduction (Visser et al., 2012). Terefe et al. (2011) suggested that two new races CCPS and MCDS were found in South Africa as exotic introductions. The same study revealed that race CCPS shared 71 and 51% genetic similarities to the European races CCPSL and CCTSL, respectively. The CCPS race was even closer to MCPSS from the Czech Republic, validating the commonality of some races within regions. Race FBPT was detected in the Western Cape Province in 2010 (Terefe et al., 2014b). In a recent study, similar races (MCDS, TCPS, FBPT, and SCDS) have been detected by Pretorius et al. (2015) from 63 isolates obtained in different southern African countries during 2011–2013. MCDS and TCPS were found in Zimbabwe and Zambia whereas FBPT and SCDS were detected in Zimbabwe and Malawi, respectively. MCDS, FPBT, and SCDS were also detected in South Africa. The increased incidence of leaf rust disease from 2012 to 2016 in South Africa led to a detection of 4 new races (CBPS, CFPS, CDPS, and CFPS; Boshoff et al., 2018). CFPS (3SA10), CDPS (3SA38), and CFPS (3SA248) were found to be similar to each other, and only varied in virulence for Lr20 and Lr26 whereas CBPS (3SA115) was less virulent. Pretorius et al. (2007) revealed that the variation between most of the races identified in southern Africa was associated with virulence against the Lr10, Lr14a, Lr17, Lr24, and Lr26 resistance genes.

Use of host plant differential lines remains key and complementary to the use of molecular technologies in identifying and distinguishing the different Pt races. Due to a sustained emergence of physiological races in the leaf rust pathogen, deploying differential host genotypes will have an added advantage to distinguishing resistance or susceptibility reactions of wheat genotypes to Pt races. When large sets of genotypes are screened for disease resistance, the phenotypic data can be associated with genomic data to identify putative and novel virulence and avirulence genes, as well as genes conferring resistance to particular races. The continuous use of race-specific resistance genes in breeding programs requires established surveillance systems of the leaf rust pathogen to scout for new races (Evanega et al., 2014).

Prospects of Field Pathogenomics

The technology that has not been explored to its fullest capacity for leaf rust race analysis is “field pathogenomics.” This is a relatively new method that uses the latest DNA sequencing technologies to generate high-resolution data that describe the diversity within a pathogen population directly from infected samples. A study by Hubbard et al. (2015) using field pathogenomics tools (RNAseq) successfully discovered a dramatic shift in a wheat yellow rust (P. striiformis) population in the United Kingdom, which can similarly be useful for leaf rust studies in southern Africa. With the increasing availability of fully sequenced pathogen genomes, this new high throughput technology will provide new insights into the biology, population structure and pathogenesis of pathogens of interest (Derevnina and Michelmore, 2015; Buen-Sancho et al., 2017) including rust. Detailed data on the genetic structure of Pt populations will provide new insights into the selective forces driving the evolution of new races. This will allow prediction of races that are a threat to specific wheat genotypes within southern Africa and provide an early-warning system for wheat genotype vulnerabilities and subsequent gene deployment providing spill-over benefits to wheat breeding programs in the region.

The Pt sequencing project was recently established forming part of the Fungal Genome Initiative at the Broad Institute, United States of America3. This initiative has provided the opportunity to generate expressed sequence tag (EST) libraries which have contributed to gene discoveries and stage-specific expression analysis (Xu et al., 2011). The generation of ESTs also has several applications including designing molecular markers such as SSRs, designing and constructing expression microarrays, genome annotation and comparative genomics to reveal relatedness between species. Based on information from a combination of EST sequences, in silico predictions and RNAseq transcript analysis, a high-quality reference genome sequence of Pt is now annotated and publicly available (Kiran et al., 2016). The availability of the annotated genome of the leaf rust pathogen as well as newly invented high-throughput DNA/RNA sequencing technologies will enable gene expression profiling of both the pathogen and the wheat plant to understand pathogenicity and plant resistance mechanisms during infection. Notably, Chandra et al. (2016) have made use of these newly available technologies to discover an array of wheat responses to leaf rust infection. It is foreseeable that this kind of work will be expanded to study all dynamics involved in the leaf rust-wheat pathosystem. Other questions which can be easily answered include the genetic response of the pathogen to fungicides and evolution.

Since shared virulence strategies may be used by different fungi to invade specific plant hosts, comparative analysis of the Pt genome with those of other pathogens may also offer a new and powerful approach to identify common and divergent virulence strategies as well as the evolutionary history of pathogen lineages. Gardiner et al. (2012) used comparative analysis to identify novel virulence genes in fungi infecting cereals. This reviewed the usefulness of comparative genomics in identifying potential pathogenicity factors in Fusarium graminearium and Ustilago maydis. The ever-increasing efficacy and decreasing costs of sequencing should motivate researchers, especially in southern Africa, to tap into the field of pathogenomics. This should shed more light on the potential origin, adaptation and interaction of southern African leaf rust races with the host, hence providing effective opportunities for leaf rust management.

Current Control Strategies of Leaf Rust

Various options to control Pt including biological, cultural, chemical (fungicides) and host plant resistance are available. However, limited studies are conducted on the biological and cultural control options, leaving the last two options being widely used in southern Africa. Timely and accurate application of fungicides is effective in reducing both the incidence and severity of leaf rust in wheat. In the past years, regular fungicide spraying on commercial wheat fields of the Western Cape Province in South Africa contributed to the leaf rust fungus becoming less prevalent. Fungicides with active ingredients such as epoxiconazole, tebuconazole, pyraclostrobin, and trifloxystrobin remain effective for protecting yields of susceptible varieties from leaf rust attack. Nevertheless, fungicide use is not economically and environmentally sustainable, and can pose health hazards to people and animals, as well as phytotoxicity to the crop (Kolmer et al., 2007; Pretorius et al., 2007; McCallum et al., 2016). Further, repeated use of fungicides belonging to the same group may result in the development of fungicide resistant strains putting more pressure of formulating new fungicides that can combat new, normally more virulent mutant strains. Thus far, researchers are under pressure to ensure the reduction of overreliance on fungicides but at the same time promoting greater yield stability, subsequently generating a large proportion of returns on global economic investments in international wheat research (Chaves et al., 2013). Enhanced host plant resistance, and more importantly, the combination of several effective leaf rust resistance genes remains the most feasible, economic and environmentally friendly approach to ensure durable resistance (Ayliffe et al., 2008; McCallum et al., 2016). Wheat cultivars and breeding lines with multiple leaf rust resistant genes have significantly lower disease levels (German and Kolmer, 1992; Vanzetti et al., 2011; Tsilo et al., 2014), and the use of this kind of resistance has the potential to significantly reduce disease epidemics.

Host Plant Resistance

Host plant resistance against Pt is grouped into two broad categories: (1) seedling resistance, which is conferred by single or major genes (often race-specific) and (2) adult plant resistance (APR) or partial or polygenic or slow rusting resistance caused by minor genes. APR is mainly race-non-specific, but it can also be race-specific and short-lived, being effective only against Pt isolates carrying the corresponding avirulence gene. Seedling resistance is expressed at all growth stages and is sometimes referred to as all-stage resistance (ASR). All-stage resistance is commonly qualitative and associated with a programed cell death defence response referred to as hypersensitive immunity. Adult plant resistance, on the other hand, is most effective in adult plants and is commonly quantitative. The mechanisms of action of seedling and APR genes, including their interaction with the pathogen avirulence (Avr) genes have been discussed in detail in previous reports (Johnson, 1984; Vanzetti et al., 2011; Evanega et al., 2014; Sekhwal et al., 2015). Silva et al. (2015) reported the progress made in the identification of QTL for leaf rust resistance. Durable resistance breeding programs should be guided by accurate information of the mechanism and impact of resistance conferred by target genes because it is often the mode of resistance and the right combination of resistance genes that determine the durability of resistance.

At present, more than 80 different leaf rust resistance genes and QTL spread throughout the A, B and D wheat genomes have been identified and cataloged (Kolmer, 2013; Sapkota et al., 2019). Most of these resistance genes and gene complexes were sourced from relatives of wheat such as Thinopyrum elongatum Zhuk. (Lr 19), Aegilops tauschii (Lr21), Agropyron elongatum (Lr24), Secale cereale L. (Lr26), Aegilops peregrina (Lr59) among others (McIntosh, 1975; Autrique et al., 1995; McIntosh et al., 1995; Marais and Botes, 2003). The transfer of these resistance genes from wild species to bread wheat has been successfully achieved globally. Breeding efforts have been undertaken to introgress various Lr genes into wheat breeding lines. A significant number of the Lr genes are race specific and generally conform to the “gene-for-gene” model proposed by Flor (1946), conferring resistance to pathogen races with corresponding Avr genes. They, therefore, lack durability, which was defined by Johnson (1984) as “the ability of a widely-deployed resistance gene to provide an economic level of protection over an extended period of time.” Hence major genes are frequently defeated by the appearance of new virulent races in the pathogen population through single-step mutations of the Avr gene and/or recombination or migration of new races (Samborski, 1985; Bolton et al., 2008).

Most cultivars or breeding lines that were developed earlier in southern Africa are no longer used since they largely carried race-specific genes such as Lr1, Lr3a, Lr10, Lr13, Lr14a, Lr17b, Lr24, Lr26, Lr27, and Lr31, which were defeated by new virulent races. For example, a South African wheat cultivar (SST44) carrying Lr24 was widely used in the 1980’s and the prevalence of new virulent races substantially increased vulnerability of the cultivar to leaf rust. Other varieties including Gouritz, Dipka, Flamink, SST101, and Zaragoza which were grown abundantly in South Africa were reportedly susceptible (Pretorius et al., 2007). In some cultivars, however, the combination of some of these leaf rust resistance genes remains effective owing to the absence of specific virulence combinations in local races (Pretorius et al., 1996). Maintenance of these race-specific gene combinations is not sustainable in breeding programs due to a risk of creating races of Pt isolates with multiple-gene resistance, leading to hypervirulent pathogen populations. Constant identification and selection of new sources of resistance therefore remain important in most rust resistance breeding programs. The identification of new sources with effective and durable resistance genes allows for the efficient incorporation of these target genes into germplasm pools (Kolmer, 1996). In this case, local cultivars can be improved with genes and QTLs outsourced from lines showing durable leaf rust resistance from other countries. For instance, the Brazilian cultivar, Toropi, exhibited durable APR since its release in 1965 (Casassola et al., 2015), suggesting its value in resistance breeding programs. Kolmer et al. (2018a) identified that the APR resistance in the Brazilian cultivar was conditioned by Lr78, mapping on chromosome 5DS and three other minor QTL. As a result, this cultivar was introduced to South Africa and is currently being used in resistance breeding at ARC-Small Grain. Additional APR genes including Lr74, Lr75, and Lr77 have been identified and mapped to chromosomes 3BS, 1BS, and 5DS, respectively (Singla et al., 2017; Kolmer et al., 2018b, c).

Resistance conferred by APR genes is commonly undetectable at a seedling stage but is often effective against a wide range of known Pt physiologic races. APR genes confer partial resistance, regulating the pathogen’s effectiveness by producing fewer and smaller uredinia which are surrounded by chlorosis. APR often provides long-term and durable resistance. Lr34/Sr57/Yr18/Pm38 and Lr67/Sr55/Yr46/Pm46 are some of the few cloned and sequenced adult plant (race-non-specific) resistance genes (Lagudah et al., 2006; Moore et al., 2015) in plants conferring durable resistance to leaf rust, stripe rust, stem rust, powdery mildew, and barley yellow dwarf virus (Singh, 1993). Adult plant resistance genes may have small to intermediate effects when used individually, while high levels of resistance are achieved by combining four to five genes with additive effects (German and Kolmer, 1992; Kloppers and Pretorius, 1997; Singh et al., 2000; Vanzetti et al., 2011; Tsilo et al., 2014). Other adult plant (race-non-specific) resistance genes, including Lr46/Yr29/Pm39, Sr2/Yr30, and Lr68 have been characterized (Singh et al., 1998; Hiebert et al., 2010; Herrera-Foessel et al., 2012). Table 3 summarizes some of the effective seedling and APR genes that have been deployed in most breeding programs in southern Africa and around the world. Availability of DNA markers for these genes makes it easier to deploy host–plant resistance effectively, even when race phenotyping is not possible to conduct gene postulations.

TABLE 3.

Chromosome location, description, linked DNA markers and references for leaf rust resistance genes still deployed against most Puccinia triticina races in southern Africa and around the world.

Lr gene Chromosomal region General description Linked DNA marker Original source References
Major Genes
Lr9 6BL Confers resistance to leaf rust cMWG684
PSR546
J13
Aegilops umbellulata Schachermayr et al., 1994
Lr19 7DL Effective against all races of leaf rust in South Africa STSLr19130 Agropyron elongatum Prins et al., 2001
Lr37 2AS Confers resistance to leaf rust Xcmwg682 Triticum ventricosum Helguera et al., 2003
Lr39 1DS Allelic or identical to Lr21 Triticum tauschii
Lr41 1D Confers resistance to leaf rust BARC124
GMM210
GDM35
Triticum tauschii Sun et al., 2009
Minor Genes
Lr27/Yr30/Sr2/Pbc1 3BS Associated with pseudo-black chaff (morphological marker); confers slow rusting resistance to leaf rust, yellow rust, stem rust and powdery mildew csSr2-SNP Triticum turgidum Mago et al., 2011; McNeil et al., 2008
Lr34/Yr18/Sr57/Pm38/Ltn1 7DS Confers slow rusting resistance to leaf rust, yellow rust, stem rust, powdery mildew and yellow dwarf virus Associated with leaf tip necrosis (morphological marker) Cloned csLV34
Swm10
cssfr1 to cssfr7
Triticum aestivum Lagudah et al., 2006
Lr46/Yr29/Sr58/Pm39/Ltn2 1BL Confers slow rusting resistance to leaf rust and stripe rust csLV46
PstAAGMseCTA-1
Triticum aestivum William et al., 2003
Lr67/Yr46/Sr55/Pm46/Ltn3 4DL Confers slow rusting resistance to leaf rust and stripe rust Cloned Associated with leaf tip necrosis (morphological marker) gwm165 Triticum aestivum Moore et al., 2015
Lr68 7BL Confers slow rusting resistance to leaf rust Psy1-1
gwm146
cs7BLNLRR
scGS
Triticum aestivum Herrera-Foessel et al., 2012
Lr74 3BS Confers resistance to leaf rust cfb5006 Triticum aestivum Kolmer et al., 2018a
Lr75 1BS Confers resistance to leaf rust gwm604
swm271
Triticum aestivum Singla et al., 2017
Lr77 3BL Confers resistance to leaf rust IWB10344 Triticum aestivum Kolmer et al., 2018b
Lr78 5DS Confers resistance to leaf rust IWA6289 Triticum aestivum Kolmer et al., 2018c

The most useful diagnostic markers are underlined.

Durable Leaf Rust Resistance

Resistance is considered durable if it remains effective within a cultivar under cultivation for a significant number of years over a substantial area with favorable conditions for the respective pathogen (Johnson, 1981; Johnson, 1984). Several studies have demonstrated that durability of leaf rust resistance is more likely to be of adult plant type than of seedling type and is often linked to genes or gene loci that confer durable resistance to other rusts and diseases, as in the case of Lr34/Yr18/Sr57 (Singh, 1992), Lr46/Yr29/Pm39 (Kolmer et al., 2015), Lr67/Yr46 (Herrera-Foessel et al., 2014); and probably Lr68 (Herrera-Foessel et al., 2011), Lr74 (Kolmer et al., 2018b) Lr75 (Singla et al., 2017), Lr77 (Kolmer et al., 2018c), Lr78 (Kolmer et al., 2018a) and though the effect of the latter on other diseases has not been reported yet. However, successful integration or pyramiding of a number of single Lr genes conferring complete resistance with a few minor genes or APR genes could result in a significantly broader durable resistance over a significant number of years, a strategy advocated by BGRI. When successfully combined, resistance genes often complement each other, giving reactions different from those given individually (Kloppers and Pretorius, 1997). Furthermore, the effects of simultaneous mutations in the pathogen on virulence against multiple resistance genes is greatly reduced as compared to single genes, therefore, resistance remains effective for longer (Schaefer et al., 1963).

Kloppers and Pretorius (1997) observed active complementation of Lr34 (race-non-specific) and Lr13 (race-specific) with both genes improving resistance on the selected lines even with the presence of races possessing virulence for the Lr13 gene. German and Kolmer (1992) and Kolmer et al. (2007) also reported prolonged and positive interaction of resistance genes Lr16, Lr23, and Lr34 in North America. The complementary effect of combining resistance genes was also tested by Pretorius et al. (1996) transferring Lr21, Lr29, Lr32, Lr34, Lr35, Lr36, Lr37, Lr41, and Lr42 to South African cv. Palmiet and Karee through the backcrossing method. Likewise, Vanzetti et al. (2011) found that seedling resistance genes such as Lr16, Lr47, Lr19, Lr41, Lr21, Lr25, and Lr29 provided durable resistance when combined with APR genes such as Lr34, Sr2, and Lr46 in Argentina. A recent study by Silva et al. (2015) demonstrated the relevance of combining Lr34, Lr68, and Sr2 to increase leaf rust resistance, showing the importance of using APRs as key genes to be deployed in breeding programs to attain high levels of resistance. Combinations of partial resistance genes in the CIMMYT breeding program have conferred adequate resistance to leaf rust in the field for several years (Singh et al., 2005). Breeding lines from this program are widely used in southern Africa. Local researchers should propose breeding strategies and efficient use of tools to assist in outsourcing and introgressing new sources of rust resistance into suitable backgrounds. Efficient screening of a large number of breeding lines and varieties to determine the presence and frequency of resistance alleles in breeding programs is also necessary. The epistatic genetic effects of race-specific genes and the partial resistance response of APR genes complicates breeding strategies aimed at recombination of these genes in wheat cultivars. This necessitates the development of molecular markers to assist in gene pyramiding. However, the limited availability of diagnostic molecular markers significantly impedes the screening and gene pyramiding processes. Pre-breeding efforts are well undertaken in many institutions around the world to address the challenges. In South Africa, the University of the Free State, Stellenbosch University and ARC amongst others have invested significantly in wheat leaf rust research and resistance breeding. Some of the effective genes available include Lr9, Lr19, Lr29, Lr34, Lr45, Lr47, Lr51, and Lr52.

The development of more precise and affordable molecular tools like Kompetitive Allele Specific PCR (KASP) markers, the use of next generation sequencing (NGS) technologies and QTL mapping have proved crucial in identifying more APR genes and other effective race specific genes that can be combined to achieve stable and durable resistance. Several studies supporting the use of these tools, looking at their advantages and occurring gaps are available. A recent NGS based transcript analysis by Satapathy et al. (2014), which revealed the differential responsiveness of pathogen defence related to WRKY genes, with the potential of detecting leaf rust specific resistance genes encourages utilization of advanced technologies in rust breeding programs. Further, Li et al. (2014) provides a comprehensive summary of the genomic resources for durable leaf rust resistance breeding including eighty previously reported QTLs, and give prospects of fine mapping and cloning of these QTLs due to advances in NGS technologies. Therefore, southern African countries which have not yet invested in some of these advanced genomic tools can equally benefit from other partners through regional and global collaborations, improving their capacity to develop cultivars with durable resistance. However, local efforts to develop tools for resistance breeding, studying resistance mechanisms and pathogen genetic diversity must be intensified.

Challenges in Breeding for Durable Leaf Rust Resistance in Southern Africa

As much as rust pathogens, in general, have great economic importance, limited information is available on the genes and factors required for pathogenesis and virulence. Adding to this, accurate information on the effect of the environment and full knowledge of the identity of effective resistance genes in the host, their mode of action when interacting with the Avr gene, and the interaction of slow rusting resistance genes with other resistance genes or gene loci to achieve stable and durable rust resistance across environments is still limited. It has been reported in several studies that temperature variations play a significant role in the expression of many resistance genes. A study by Herrera-Foessel et al. (2011) found that in Ciudad Obregon, Mexico, the effect of Lr68 was smaller than the effect of Lr34, Lr67, or Lr46 in the 2007–2008 and 2008–2009 seasons, while Lr68 showed stronger effects than Lr46 in the 2010–2011 season in the same studied environment. The two cropping seasons varied greatly in temperature as the 2010–2011 season proved to be significantly cooler than the previous seasons, suggesting that Lr68 may be expressed better at lower temperatures. Studies by Pretorius et al. (1984) and Kolmer (1996) also highlighted the effects of temperature on the expression of the APR gene Lr13. In the former study, Lr13 was expressed at 25°C, resulting in an avirulent infection type in seedling plants exposed to three isolates of Pt from Mexico, China and Chile. Kolmer (1996) on the other hand showed that Pt isolates from North America have high infection types to seedlings with Lr13 regardless of temperature, but many of the same isolates have low infection types to adult plants with Lr13.

Limited public funding for sustained research on both the host as well as the pathogen and its variability, created a bottleneck in breeding for durable leaf rust resistance in most southern African countries. For example, despite the contribution of the ARC in improving the performance of the agricultural sector in South Africa, public funding (through Parliamentary Grant) to the ARC has been declining in real terms over the recent years (Dlamini et al., 2015). This impacts the ability of the ARC to effectively implement and support its various research programs, including wheat breeding programs. Hence, an investment strategy that supports sustained research programs geared toward wheat varietal improvement as well as identifying and addressing the ever-evolving rust races is necessary (Nhemachena et al., 2019). Plant breeders with the help of agricultural economists, need to estimate the benefits derivable from wheat varietal improvement research including breeding for durable rust resistance, to provide important arguments to decision-makers in the prioritization and allocation of public funding to wheat varietal research and other research needs. The training of future plant breeders, pathologists as well as bioinformaticians in collaboration with universities in Africa, will also generate immeasurable benefits in maintaining or conserving valuable genetic materials for wheat and other crops, and generate varieties that integrate specific public-good traits such as durable rust resistance.

The Future of Durable Resistance Breeding

Much effort is still required than just relying on the phenotypic and genetic characterization of individual resistance genes to achieve durable resistance. A more system-oriented approach is needed, and this may include developing durable transgenic hosts and silencing of essential genes in the pathogen by expressing small interfering RNAs in the host (HIGS). Modest progress has been made in engineering durable resistance to wheat rust, especially leaf rust which causes considerable damage to wheat production. Resistance genes are continually being characterized and mapped in wheat and its relatives with only a few durable leaf rust resistance genes mapped. Adding to this, map-based cloning in wheat has become easier with the availability of whole genome sequencing. However, limited work has been done in cloning multiple effective leaf rust resistance genes. Some of the cloned leaf rust resistance genes include Lr1 (Cloutier et al., 2007), Lr10 (Feuillet et al., 2003), Lr21 (Huang et al., 2003), Lr34 (Lagudah et al., 2006), and Lr67 (Moore et al., 2015). Cloning more effective resistance genes is needed for incorporation into resistance gene cassettes which could be successful in breeding for durable rust resistance. The advantage of cassettes is that the genes segregate as a unit. The genome editing technology can also prove useful for both the host and the pathogen, aiding in sequentially inserting multiple cassettes or incorporating multiple genes including non-host resistance genes at a single target site in the plant genome.

Host Induced Gene Silencing

The discovery of RNAi technology has provided new opportunities to explore engineering of resistance against some biotrophic pathogens in plants by inducing silencing of genes essential for pathogen virulence. RNAi is an intrinsic cellular mechanism shared by all multicellular eukaryotes with apparent roles in gene regulation and defence against viral infection (Baulcombe, 2004). The mechanism occurs post-transcriptionally and converts double stranded (ds) RNA into short RNA duplexes of 21–28 nucleotides in length, followed by the guided cleavage of complementary mRNA by the generated sequence-specific single-stranded RNAs termed short interfering (si) RNAs (Watson et al., 2005; Small, 2007). The RNAi pathway can also be activated by viral RNAs and is a major line of defence against RNA viruses. Virus-induced gene silencing (VIGS) uses viral vectors to produce dsRNA of a target gene fragment and triggers RNAi silencing. The mechanism has been exploited extensively and has become a powerful functional genomic tool to silence any gene of interest by introducing target gene sequences into cells or organisms. Recent studies have demonstrated that the expression of silencing constructs in plants designed on fungal genes can silence the expression of their target respective genes in invading pathogenic fungi (Nunes and Dean, 2012). The barley stripe mosaic virus (BSMV) is popularly used as a vector in wheat to scrutinize candidate genes for their involvement in rust resistance. Yin et al. (2011) made use of BSMV to express dsRNA from Puccinia genes in plants to determine whether silencing can be delivered to the pathogen and suppress the expression of the fungal genes. Results from this study clearly showed that some P. striiformis genes can be silenced through a host-induced RNAi system. This may yet prove to be a viable technology to analyse gene functions in rust fungi and control wheat rust disease in southern Africa.

Conclusion and Future Prospects

The variability and constant evolution of wheat leaf rust populations exhort huge pressure on wheat breeders and researchers in general to be constantly vigilant against the emergence of new rust races. This requires timeous monitoring and collaborative surveillance of changes in the virulence patterns among rust pathogens in each country and across regions. Durable host plant resistance to leaf rust is one of the most critical traits that breeding programs should invest in, permitting a reduction in the use of fungicides as well as promoting greater stability and sustainability of yield levels. The use of highly sophisticated and high-throughput tools such as field pathogenomics, transgenics, genome editing, and NGS to study both the host and the pathogen will assist in ultimately achieving broad spectrum and durable leaf rust resistance in wheat. This will subsequently result in a realization of large proportions of returns on global economic investments in international wheat research. A multidisciplinary approach involving pathologists, breeders, geneticists, physiologists, agronomists and bioinformaticians at different stages of research and development is necessary to develop an improved cultivar with stable and durable leaf rust resistance through host plant resistance approach. The extensive training of young researchers specifically in the field of plant–pathogen interaction and in the use of high-throughput technologies mentioned above, in collaboration with universities in Africa, will also generate immeasurable benefits in maintaining or conserving valuable genetic materials for wheat and other economically important crops and generate varieties that integrate specific public-good traits such as durable rust resistance.

Author Contributions

SF wrote the first draft of the article and finalized with contributions by KN, LM, TT, TJT, and HS.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

The National Research Foundation, the Winter Cereal Trust and the Agricultural Research Council of South Africa are sincerely acknowledged for the overall support of the study.

Footnotes

References

  1. Allen-Sader C., Thurston W., Meyer M., Nure E., Bacha N., Alemayehu Y., et al. (2019). An early warning system to predict and mitigate wheat rust diseases in Ethiopia. Environ. Res. 14:115004 10.1088/1748-9326/ab4034 [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Anderson R. (1963). Studies in the Inheritance Of Resistance To Leaf Rust Of Wheat. Mexico: CIMMYT. [Google Scholar]
  3. Autrique E., Tanksley S. D., Sorrells M. E., Singh R. P. (1995). Molecular markers for four leaf rust resistance genes introgressed into wheat from wild relatives. Genome 38 75–83. 10.1139/g95-009 [DOI] [PubMed] [Google Scholar]
  4. Ayliffe M., Singh R., Lagudah E. (2008). Durable resistance to wheat stem rust needed. Curr. Opin. Plant Biol. 11 187–192. 10.1016/j.pbi.2008.02.001 [DOI] [PubMed] [Google Scholar]
  5. Baulcombe D. (2004). RNA silencing in plants. Nature 431 356–363. [DOI] [PubMed] [Google Scholar]
  6. Bolton M. D., Kolmer J. A., Garvin D. F. (2008). Wheat leaf rust caused by Puccinia triticina. Mol. Plant Path. 9 563–575. 10.1111/j.1364-3703.2008.00487.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Boshoff W. H. P., Labuschagne R., Terefe T., Pretorius Z. A., Visser B. (2018). New Puccinia triticina races on wheat in South Africa. Australas. Plant Path. 47 325–334. 10.1007/s13313-018-0560-1 [DOI] [Google Scholar]
  8. Brown J. K., Hovmøller M. S. (2002). Aerial dispersal of pathogens on the global and continental scales and its impact on plant disease. Science 297 537–541. 10.1126/science.1072678 [DOI] [PubMed] [Google Scholar]
  9. Buen-Sancho V., Bunting D. C. E., Yanes L. J., Yoshida K., Saunders D. G. O. (2017). “Field pathogenomics: an advanced tool for wheat rust surveillance,” in Wheat Rust Disease. Methods Molecular Biology, 1659, ed. Periyannan S. (New York, NY: Humana Press; ). [DOI] [PubMed] [Google Scholar]
  10. Casassola A., Brammer S. P., Chaves M. S., Martinelli J. A., Stefanato F., Boyd L. A. (2015). Changes in gene expression profiles as they relate to the adult plant leaf rust resistance in the wheat cv. Toropi. Physiol. Mol. Plant Path. 89 49–54. 10.1016/j.pmpp.2014.12.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Chandra S., Singh D., Pathak J., Kumari S., Kumar M., Poddar R., et al. (2016). De novo assembled wheat transcriptomes delineate differentially expressed host genes in response to leaf rust infection. PLoS One 11:e0148453. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Chaves M. S., Martinelli J. A., Wesp-Guterres C., Graichen F. A. S., Brammer S. P., Scagliusi S. M., et al. (2013). The importance of food security of maintaining rust resistance in wheat. Food Secur. 5 157–176. 10.1007/s12571-013-0248-x [DOI] [Google Scholar]
  13. Cloutier S., McCallum B. D., Loutre C., Banks T. W., Wicker T., Feuillet C., et al. (2007). Leaf rust resistance gene Lr1, isolated from bread wheat (Triticum aestivum L.) is a member of the large psr567 gene family. Plant Mol. Biol. 65 93–106. 10.1007/s11103-007-9201-8 [DOI] [PubMed] [Google Scholar]
  14. Corredor-Moreno P., Saunders D. G. O. (2020). Expecting the unexpected: factors influencing the emergence of fungal and oomycete plant pathogens. New Phytol. 225 118–125. 10.1111/nph.16007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Derevnina L., Michelmore R. W. (2015). Wheat rusts never sleep but neither do sequencers: will pathogenomics transform the way plant diseases are managed? Genome Biol. 16:44. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Dlamini T. S., Magingxa L., Liebenberg F. (2015). Estimating the Economic Value Of The National Cultivar Trials In South Africa: A Case Study For Sorghum, Sunflower, Soybeans And Dry Beans. Ancona: AIEAA. [Google Scholar]
  17. Evanega S. D., Singh R. P., Coffman R., Pumphrey M. O. (2014). “The borlaug global rust initiative: reducing the genetic vulnerability of wheat to rust,” in Genomics of Plant Genetic Resources, eds Tuberosa R., Graner A., Rison E. (Dordrecht: Springer; ), 317–331. 10.1007/978-94-007-7575-6_13 [DOI] [Google Scholar]
  18. Feuillet C., Travella S., Stein N., Albar L., Nublat A., Keller B. (2003). Map-based isolation of the leaf rust disease resistance gene Lr10 from the hexaploid wheat (Triticum aestivum L.) genome. Proc. Natl. Acad. Sci. U.S.A. 100 15253–15258. 10.1073/pnas.2435133100 [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Flor H. (1946). Genetics of pathogenicity in Melampsora lini. J. Agric. Res. 73 335–357. [Google Scholar]
  20. Gardiner D. M., McDonald M. C., Covarelli L., Solomon P. S., Rusu A. G., Marshall M., et al. (2012). Comparative pathogenomics reveals horizontally acquired novel virulence genes in fungi infecting cereal hosts. PLoS Pathog. 8:e1002952. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. German S., Kolmer J. (1992). Effect of gene Lr34 in the enhancement of resistance to leaf rust of wheat. Theor. Appl. Genet. 84 97–105. 10.1007/bf00223987 [DOI] [PubMed] [Google Scholar]
  22. Helguera M., Khan I., Kolmer J., Lijavetzky D., Zhong-Qi L., Dubcovsky J. (2003). PCR assays for the cluster of rust resistance genes and their use to develop isogenic hard red spring wheat lines. Crop Sci. 43 1839–1847. 10.2135/cropsci2003.1839 [DOI] [Google Scholar]
  23. Herrera-Foessel S. A., Lagudah E. S., Huerta-Espino J., Hayden M. J., Bariana H. S., Singh D., et al. (2011). New slow-rusting leaf rust and stripe rust resistance genes Lr67 and Yr46 in wheat are pleiotropic or closely linked. Theor. Appl. Genet. 122 239–249. 10.1007/s00122-010-1439-x [DOI] [PubMed] [Google Scholar]
  24. Herrera-Foessel S. A., Singh R. P., Huerta-Espino J., Rosewarne G. M., Periyannan S. K., Viccars L., et al. (2012). Lr68: a new gene conferring slow rusting resistance to leaf rust in wheat. Theor. Appl. Genet. 124 1475–1486. 10.1007/s00122-012-1802-1 [DOI] [PubMed] [Google Scholar]
  25. Herrera-Foessel S. A., Singh R. P., Lillemo M., Huerta-Espino J., Bhavani S., Singh S., et al. (2014). Lr67/Yr46 confers adult plant resistance to stem rust and powdery mildew in wheat. Theor. Appl.Genet. 127 781–789. 10.1007/s00122-013-2256-9 [DOI] [PubMed] [Google Scholar]
  26. Hiebert C. W., Thomas J. B., McCallum B. D., Humphreys D. G., Depauw R. M., Hayden M. J., et al. (2010). An introgression on wheat chromosome 4DL in RL6077 (Thatcher 6/PI 250413) confers adult plant resistance to stripe rust and leaf rust (Lr67). Theor. Appl.Genet. 121 1083–1091. 10.1007/s00122-010-1373-y [DOI] [PubMed] [Google Scholar]
  27. Huang L., Brooks S. A., Li W., Fellers J. P., Trick H. N., Gill B. S. (2003). Map-based cloning of leaf rust resistance gene Lr21 from the large and polyploid genome of bread wheat. Genetics 164 655–664. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Hubbard A., Lewis C. M., Yoshida K., Ramirez-Gonzalez R. H., De Vallavieille-Pope C., Thomas J., et al. (2015). Field pathogenomics reveals the emergence of a diverse wheat yellow rust population. Genome Biol. 16:23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Huerta-Espino J., Singh R., German S., Mccallum B., Park R., Chen W. Q., et al. (2011). Global status of wheat leaf rust caused by Puccinia triticina. Euphytica 179 143–160. 10.1007/s10681-011-0361-x [DOI] [Google Scholar]
  30. Hussein S., Spies J. J., Pretorius Z. A., Labuschagne M. T. (2005). Chromosome locations of leaf rust resistance genes in selected tetraploid wheats through substitution lines. Euphytica 141 209–216. 10.1007/s10681-005-7846-4 [DOI] [Google Scholar]
  31. Johnson R. (1981). Durable resistance: definition of, genetic control, and attainment in plant breeding. Phytopathology 71 567–568. [Google Scholar]
  32. Johnson R. (1984). A critical analysis of durable resistance. Annu. Rev. Phytopathol. 22 309–330. 10.1146/annurev.py.22.090184.001521 [DOI] [Google Scholar]
  33. Kiran K., Rawal H. C., Dubey H., Jaswal R., Devanna B. N., Gupta D. K., et al. (2016). Draft genome of the wheat rust pathogen (Puccinia triticina) unravels genome-wide structural variations during evolution. Genome Biol. Evol. 8 2702–2721. 10.1093/gbe/evw197 [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Kloppers F., Pretorius Z. (1997). Effects of combinations amongst genes Lr13, Lr34 and Lr37 on components of resistance in wheat to leaf rust. Plant Pathol. 46 737–750. 10.1046/j.1365-3059.1997.d01-58.x [DOI] [Google Scholar]
  35. Kolmer J. (1996). Genetics of resistance to wheat leaf rust 1. Annu. Rev. Phytopathol. 34 435–455. 10.1146/annurev.phyto.34.1.435 [DOI] [PubMed] [Google Scholar]
  36. Kolmer J. (2001). Molecular polymorphism and virulence phenotypes of the wheat leaf rust fungus Puccinia triticina in Canada. Can. J. Bot. 79 917–926. 10.1139/b01-075 [DOI] [Google Scholar]
  37. Kolmer J. (2013). Leaf rust of wheat: pathogen biology, variation and host resistance. Forests 4 70–84. 10.3390/f4010070 [DOI] [Google Scholar]
  38. Kolmer J., Jin Y., Long D. (2007). Wheat leaf and stem rust in the United States. Crop Past. Sci. 58 631–638. [Google Scholar]
  39. Kolmer J., Lagudah E., Lillemo M., Lin M., Bai G. (2015). The gene conditions partial adult-plant resistance to stripe rust, stem rust, and powdery mildew in Thatcher wheat. Crop Sci. 55 2557–2565. 10.2135/cropsci2015.02.0082 [DOI] [Google Scholar]
  40. Kolmer J., Liu J. (2000). Virulence and molecular polymorphism in international collections of the wheat leaf rust fungus Puccinia triticina. Phytopathology 90 427–436. 10.1094/phyto.2000.90.4.427 [DOI] [PubMed] [Google Scholar]
  41. Kolmer J., Liu J., Sies M. (1995). Virulence and molecular polymorphism in Puccinia recondita f. sp. tritici in Canada. Phytopathology 85 276–285. [Google Scholar]
  42. Kolmer J., Long D., Hughes M. (2010). Physiologic specialization of Puccinia triticina on wheat in the United States in 2008. Plant Dis. 94 775–780. 10.1094/pdis-94-6-0775 [DOI] [PubMed] [Google Scholar]
  43. Kolmer J. A. (2005). Tracking wheat rust on a continental scale. Curr. Opin. Plant. Biol. 8 441–449. 10.1016/j.pbi.2005.05.001 [DOI] [PubMed] [Google Scholar]
  44. Kolmer J. A., Bernardo A., Bai G., Hayden M. J., Chao S. (2018a). Adult plant leaf rust resistance derived from Toropi wheat is conditioned by Lr78c and three minor QTL. Phytopath 108 246–253. 10.1094/phyto-07-17-0254-r [DOI] [PubMed] [Google Scholar]
  45. Kolmer J. A., Chao S., Brown-Guedira G., Bansal U., Bariana H. (2018b). Adult plant leaf rust resitance derived from the soft red winter wheat cultivar ‘Caldwell’ maps to chromosome 3BS. Crop Sci. 58 152–158. 10.2135/cropsci2017.05.0272 [DOI] [Google Scholar]
  46. Kolmer J. A., Ordoñez M. E., German S., Morgounov A., Pretorius Z., Visser B., et al. (2019). Multilocus genotypes of the wheat leaf rust fungus Puccinia triticina in worldwide regions indicate past and current long-distance migration. Phytopath 109 1453–1463. 10.1094/PHYTO-10-18-0411-R [DOI] [PubMed] [Google Scholar]
  47. Kolmer J. A., Su Z., Bernado A., Bai G., Chao S. (2018c). Mapping and characterisation of new adult plant leaf rust resistance gene Lr77 derived from Santa Fe winter wheat. Theor. Appl. Genet. 131 1553–1560. 10.1007/s00122-018-3097-3 [DOI] [PubMed] [Google Scholar]
  48. Lagudah E., McFadden H., Singh R., Huerta-Espino J., Bariana H., Spielmeyer W. (2006). Molecular genetic characterization of the Lr34/Yr18 slow rusting resistance gene region in wheat. Theor. Appl. Genet. 114 21–30. 10.1007/s00122-006-0406-z [DOI] [PubMed] [Google Scholar]
  49. Li Z., Lan C., He Z., Singh R. P., Rosewarne G. M., Chen X., et al. (2014). Overview and application of QTL for adult plant resistance to leaf rust and powdery mildew in wheat. Crop Sci. 54 1907–1925. 10.2135/cropsci2014.02.0162 [DOI] [Google Scholar]
  50. Liu J., Kolmer J. (1998). Molecular and virulence diversity and linkage disequilibria in asexual and sexual populations of the wheat leaf rust fungus Puccinia recondita. Genome 41 832–840. 10.1139/g98-088 [DOI] [Google Scholar]
  51. Liu M., Rodrigue N., Kolmer J. (2014). Population divergence in the wheat leaf rust fungus Puccinia triticina is correlated with wheat evolution. Heredity 112:443. 10.1038/hdy.2013.123 [DOI] [PMC free article] [PubMed] [Google Scholar]
  52. Long D. L., Kolmer J. A. (1989). A North American system of nomenclature for Puccinia recondita f. sp. tritici. Phytopath 79 525–529. [Google Scholar]
  53. Mago R., Brown-Guedira G., Dreisigacker S., Breen J., Jin Y., Singh R., et al. (2011). An accurate DNA marker assay for stem rust resistance gene Sr2 in wheat. Theor. Appl. Genet. 122 735–744. 10.1007/s00122-010-1482-7 [DOI] [PubMed] [Google Scholar]
  54. Mains E., Jackson H. (1926). Physiologic specialisation in the leaf rust of wheat, Puccinia triticina Erikas. Phytopathology 16 89–120. [Google Scholar]
  55. Marais G., Botes W. (2003). “Recurrent mass selection as a means to pyramid major genes for pest resistance in spring wheat,” in Proceedings of the 10th International Wheat Genetics Symposium, Paestrum. [Google Scholar]
  56. McCallum B., Seto-Goh P., Xue A. (2010). Physiological specialization of Puccinia triticina in Canada in 2007. Can. J. Plant Pathol. 32 229–236. [Google Scholar]
  57. McCallum B. D., Hiebert C. W., Cloutier S., Bakkeren G., Rosa S. B., Humphreys D. G., et al. (2016). A review of wheat leaf rust research and the development of resistant cultivars in Canada. Can. J. Plant Pathol. 38:118. [Google Scholar]
  58. McIntosh R. (1975). Catalogue of gene symbols for wheat. Cereal Res. Comm. 3, 69–71. [Google Scholar]
  59. McIntosh R. A., Wellings C. R., Park R. F. (1995). Wheat Rusts: An Atlas Of Resistance Genes. Australia: Csiro Publishing. [Google Scholar]
  60. McNeil M., Kota R., Paux E., Dunn D., McLean R., Feuillet C., et al. (2008). BAC-derived markers for assaying the stem rust resistance gene, Sr2, in wheat breeding programs. Mol. Breeding 22 15–24. 10.1007/s11032-007-9152-4 [DOI] [Google Scholar]
  61. Moore J. W., Herrera-Foessel S., Lan C., Schnippenkoetter W., Ayliffe M. (2015). A recently evolved hexose transporter variant confers resistance to multiple pathogens in wheat. Nat. Genet. 47 1494–1498. 10.1038/ng.3439 [DOI] [PubMed] [Google Scholar]
  62. Nhemachena C. R., Kirsten J., Liebenberg F. G. (2019). Estimating and attributing benefits from wheat varietal innovations in South Africa. Agrekon 58 68–85. 10.1080/03031853.2018.1518150 [DOI] [Google Scholar]
  63. Nunes C. C., Dean R. A. (2012). Host-induced gene silencing: a tool for understanding fungal host interaction and for developing novel disease control strategies. Mol. Plant Pathol. 13 519–529. 10.1111/j.1364-3703.2011.00766.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  64. Prasad P., Savadi S., Bhardwaj S. C., Gupta P. K. (2020). The progress of leaf rust research in wheat. Fungal Biol. 10.1016/j.funbio.2020.02.013 [DOI] [PubMed] [Google Scholar]
  65. Pretorius Z., Bender C. (2010). First report of virulence for the wheat leaf rust (Puccinia triticina) resistance gene Lr32 in South Africa. Plant Dis. 94:381. 10.1094/pdis-94-3-0381a [DOI] [PubMed] [Google Scholar]
  66. Pretorius Z., Kloppers F., Van Niekerk B. (1996). “Wheat leaf rust resistance in South Africa: present status and future prospects,” in Proceedings of the 9th Regional Workshop for Eastern, Central and Southern Africa, Addis Ababa. 10.1094/pdis-94-3-0381a [DOI] [Google Scholar]
  67. Pretorius Z., Le Roux J. (1988). Occurrence and pathogenicity of Puccinia recondita f. sp. tritici on wheat in South Africa during 1986 and 1987. Phytophylactica 20 349–352. [Google Scholar]
  68. Pretorius Z., Pakendorf K., Marais G., Prins R., Komen J. (2007). Challenges for sustainable cereal rust control in South Africa. Crop Pasture Sci. 58 593–601. [Google Scholar]
  69. Pretorius Z., Purchase P. (1990). Virulence characteristics of wheat leaf rust in Zimbabwe, Zambia and Malawi. Phytophylactica 22 141–142. [Google Scholar]
  70. Pretorius Z., Rijkenberg F., Wilcoxson R. (1987). Occurrence and pathogenicity of Puccinia recondita f. sp. tritici on wheat in South Africa from 1983 through 1985. Plant Dis. 71 1133–1137. [Google Scholar]
  71. Pretorius Z., Roux J. L., Drijepondt S. (1990). Occurrence and pathogenicity of Puccinia recondita f. sp. tritici on wheat in South Africa during 1988. Phytophylactica 22 225–228. [Google Scholar]
  72. Pretorius Z., Visser B., Terefe T., Herselman L., Prins R., Soko T., et al. (2015). Races of Puccinia triticina detected on wheat in Zimbabwe, Zambia and Malawi and regional germplasm responses. Australas Plant Path. 44 217–224. 10.1007/s13313-014-0339-y [DOI] [Google Scholar]
  73. Pretorius Z., Wilcoxson R., Long D., Schafer J. (1984). Detecting wheat leaf rust resistance gene Lr13 in seedlings Puccinia recondita f. sp. tritici influence of temperature Plant Dis. 68 585–586. [Google Scholar]
  74. Prins R., Groenewald J., Marais G., Snape J., Koebner R. (2001). AFLP and STS tagging of Lr19, a gene conferring resistance to leaf rust in wheat. Theor. Appl. Genet. 103 618–624. 10.1007/pl00002918 [DOI] [Google Scholar]
  75. Saari E. E., Prescott J. (1985). World Distribution In Relation To Economic Losses. Mexico: CIMMYT. [Google Scholar]
  76. Samborski D. (1985). Wheat leaf rust. Cereal Rusts 2 39–59. 10.1016/b978-0-12-148402-6.50010-9 [DOI] [Google Scholar]
  77. Sapkota S., Hao Y., Johnson J., Lopez B., Bland D., Chen Z., et al. (2019). Genetic mapping of a major gene for leaf rust resistance in soft red winter wheat cultivar AGS 2000. Mol. Breed. 39:8. [Google Scholar]
  78. Satapathy L., Singh D., Ranjan P., Kumar D., Kumar M., Prabhu K., et al. (2014). Transcriptome-wide analysis of WRKY transcription factors in wheat and their leaf rust responsive expression profiling. Mol. Genet. Genomics 289 1289–1306. 10.1007/s00438-014-0890-9 [DOI] [PubMed] [Google Scholar]
  79. Schachermayr G., Siedler H., Gale M., Winzeler H., Winzeler M., Keller B. (1994). Identification and localization of molecular markers linked to the Lr9 leaf rust resistance gene of wheat. Theor. Appl. Genet. 88 110–115. 10.1007/bf00222402 [DOI] [PubMed] [Google Scholar]
  80. Schaefer J., Caldwell R., Patterson F., Compton L. (1963). Wheat leaf rust combinations. Phytopathology 53 569–573. [Google Scholar]
  81. Sekhwal M. K., Li P., Lam I., Wang X., Cloutier S., You F. M. (2015). Disease resistance gene analogs (RGAs) in Plants. Inte. J. Mol. Sci. 16 19248–19290. 10.3390/ijms160819248 [DOI] [PMC free article] [PubMed] [Google Scholar]
  82. Sharma-Poudyal D., Bai Q., Wan A., Wang M., See D. R., Chen X. (2020). Molecular characterization of international collections of the wheat stripe rust pathogen Puccinia striiformis f. sp. tritici reveals high diversity and intercontinental migration. Phytopath 110 933–942. [DOI] [PubMed] [Google Scholar]
  83. Silva P., Calvo-Salazar V., Condón F., Quincke M., Pritsch C., Gutiérrez L., et al. (2015). Effects and interactions of genes Lr34, Lr68 and Sr2 on wheat leaf rust adult plant resistance in Uruguay. Euphytica 204 599–608. 10.1007/s10681-014-1343-6 [DOI] [Google Scholar]
  84. Singh R. (1992). Genetic association of leaf rust resistance gene Lr34 with adult plant resistance to stripe rust in bread wheat. Phytopathology 82 835–838. [Google Scholar]
  85. Singh R. (1993). Genetic association of gene Bdv1 for tolerance to barley yellow dwarf virus with genes Lr34 and Yr18 for adult plant resistance to rusts in bread wheat. Plant Dis. 77 1103–1106. [Google Scholar]
  86. Singh R., Huerta-Espino J., Rajaram S., Barna B., Kiraly Z. (2000). Achieving near-immunity to leaf and stripe rusts in wheat by combining slow rusting resistance genes. Acta Phytopathol. Entomol. Hung. 35 133–139. [Google Scholar]
  87. Singh R., Mujeeb-Kazi A., Huerta-Espino J. (1998). Lr46: a gene conferring slow-rusting resistance to leaf rust in wheat. Phytopathology 88 890–894. 10.1094/phyto.1998.88.9.890 [DOI] [PubMed] [Google Scholar]
  88. Singh R. P., Huerta-Espino J., William H. M. (2005). Genetics and breeding for durable resistance to leaf and stripe rusts in wheat. Turk J. Agric. Forest 29 121–127. [Google Scholar]
  89. Singla J., Lüthi L., Wicker T., Bansal U., Krattinger S. G., Keller B. (2017). Characterisation of Lr75: a partial, broad-spectrum leaf rust resitance gene in wheat. Theor. Appl. Genet. 130 1–12. 10.1007/s00122-016-2784-1 [DOI] [PubMed] [Google Scholar]
  90. Small I. (2007). RNAi for revealing and engineering plant gene functions. Curr. Opin. Biotech. 18 148–153. 10.1016/j.copbio.2007.01.012 [DOI] [PubMed] [Google Scholar]
  91. Suenaga K., Singh R., Huerta-Espino J., William H. (2003). Microsatellite markers for genes Lr34/Yr18 and other quantitative trait loci for leaf rust and stripe rust resistance in bread wheat. Phytopathology 93 881–890. 10.1094/phyto.2003.93.7.881 [DOI] [PubMed] [Google Scholar]
  92. Sun X., Bai G., Carver B. F. (2009). Molecular markers for wheat leaf rust resistance gene Lr41. Mol. Breed. 23, 311–321. 10.1007/s11032-008-9237-8 [DOI] [Google Scholar]
  93. Terefe T., Paul I., Mebalo J., Naicker K., Meyer L. (2009). Occurrence and pathogenicity of Puccinia triticina on wheat in South Africa during 2007. South Afr. J. Plant Soil 26 51–54. [Google Scholar]
  94. Terefe T., Pretorius Z., Bender C., Visser B., Herselman L., Negussie T. (2011). First report of a new wheat leaf rust (Puccinia triticina) race with virulence for Lr12, 13, and 37 in South Africa. Eur. J. Plant Pathol. 139 95–105. [DOI] [PubMed] [Google Scholar]
  95. Terefe T., Visser B., Herselman L., Prins R., Negussie T., Kolme J., et al. (2014a). Diversity in Puccinia triticina detected on wheat from 2008 to 2010 and the impact of new races on South African wheat germplasm. Eur. J. Plant Pathol. 139 95–105. 10.1007/s10658-013-0368-3 [DOI] [Google Scholar]
  96. Terefe T., Visser B., Herselman L., Selinga T., Pretorius Z. (2014b). First report of Puccinia triticina (leaf rust) race FBPT on wheat in South Africa. Australas Plant Pathol. 44:217. [DOI] [PubMed] [Google Scholar]
  97. Terracciano I., Maccaferri M., Bassi F., Mantovani P., Sanguineti M. C., Salvi S., et al. (2013). Development of COS-SNP and HRM markers for high-throughput and reliable haplotype-based detection of Lr14a in durum wheat (Triticum durum Desf.). Theoret. Appl. Genet. 126 1077–1101. 10.1007/s00122-012-2038-9 [DOI] [PubMed] [Google Scholar]
  98. Tsilo T. J., Kolmer J. A., Anderson J. A. (2014). Molecular mapping and improvement of leaf rust resistance in wheat breeding lines. Phytopathology 104 865–870. 10.1094/phyto-10-13-0276-r [DOI] [PubMed] [Google Scholar]
  99. Vanzetti L. S., Campos P., Demichelis M., Lombardo L. A., Aurelia P. R., Vaschetto L. M., et al. (2011). Identification of leaf rust resistance genes in selected Argentinean bread wheat cultivars by gene postulation and molecular markers. Electron. J. Biotechn. 14:9. [Google Scholar]
  100. Vida G., Gál M., Uhrin A., Veisz O., Syed N. H., Flavell A., et al. (2009). Molecular markers for the identification of resistance genes and marker-assisted selection in breeding wheat for leaf rust resistance. Euphytica 170 67–76. 10.1007/s10681-009-9945-0 [DOI] [Google Scholar]
  101. Visser B., Herselman L., Bender C. M., Pretorius Z. A. (2012). Microsatellite analysis of selected Puccinia triticina races in South Africa. Australas Plant Pathol. 41 165–171. 10.1007/s13313-011-0104-4 [DOI] [Google Scholar]
  102. Visser B., Meyer M., Park R. F., Gilligan C. A., Burgin L. E., Hort M. C., et al. (2019). Microsatellite analysis and urediniospore dispersal simulations support the movement of Puccinia graminis f. sp. tritici from Southern Africa to Australia. Phytopathology 109 133–144. 10.1094/phyto-04-18-0110-r [DOI] [PubMed] [Google Scholar]
  103. Watson J. M., Fusaro A. F., Wang M., Waterhouse P. M. (2005). RNA silencing platforms in plants. FEBS Lett. 579 5982–5987. 10.1016/j.febslet.2005.08.014 [DOI] [PubMed] [Google Scholar]
  104. William M., Singh R., Huerta-Espino J., Islas S. O., Hoisington D. (2003). Molecular marker mapping of leaf rust resistance gene Lr46 and its association with stripe rust resistance gene Yr29 in wheat. Phytopathology 93 153–159. 10.1094/phyto.2003.93.2.153 [DOI] [PubMed] [Google Scholar]
  105. Xu J., Linning R., Fellers J., Dickinson M., Zhu W., Antonov I., et al. (2011). Gene discovery in EST sequences from the wheat leaf rust fungus Puccinia triticina sexual spores, asexual spores and haustoria, compared to other rust and corn smut fungi. BMC Genomics 12:161. 10.1186/1471-2164-12-161 [DOI] [PMC free article] [PubMed] [Google Scholar]
  106. Yin C., Jurgenson J. E., Hulbert S. H. (2011). Development of a host-induced RNAi system in the wheat stripe rust fungus Puccinia striiformis f. sp. tritici. Mol. Plant Microbe Interact. 24 554–561. 10.1094/mpmi-10-10-0229 [DOI] [PubMed] [Google Scholar]

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