Identification Of Resistance Gene Analogs Research Articles

Identification of resistance gene analogs of the NBS-LRR family through transcriptome probing and in silico prediction of the expressome of Dalbergia sissoo under dieback disease stress.

Dalbergia sissoo is an important timber tree, and dieback disease poses a dire threat to it toward extinction. The genomic record of D. sissoo is not available yet on any database; that is why it is challenging to probe the genetic elements involved in stress resistance. Hence, we attempted to unlock the genetics involved in dieback resistance through probing the NBS-LRR family, linked with mostly disease resistance in plants. We analyzed the transcriptome of D. sissoo under dieback challenge through DOP-rtPCR analysis using degenerate primers from conserved regions of NBS domain-encoded gene sequences. The differentially expressed gene sequences were sequenced and in silico characterized for predicting the expressome that contributes resistance to D. sissoo against dieback. The molecular and bioinformatic analyses predicted the presence of motifs including ATP/GTP-binding site motif A (P-loop NTPase domain), GLPL domain, casein kinase II phosphorylation site, and N-myristoylation site that are the attributes of proteins encoded by disease resistance genes. The physicochemical characteristics of identified resistance gene analogs, subcellular localization, predicted protein fingerprints, in silico functional annotation, and predicted protein structure proved their role in disease and stress resistance.

Resilience response to yellow leaf curl disease and identification of resistance gene analogs (RGA) in pepper (Capsicum annuum)

Abstract. Ayu DK, Maharijaya A, Syukur M, Hidayat SH. 2021. Resilience response to yellow leaf curl disease and identification of resistance gene analogs (RGA) in pepper (Capsicum annuum). Biodiversitas 22: 4731-4739. Pepper yellow leaf curl disease (PYLCD) caused by infection of Begomovirus is a serious threat to pepper production worldwide. Identification of the resistance gene analogs (RGA) and resilience response of pepper against PYLCD is needed especially for selection resistance genotype. Evaluation of resistance response involving 28 pepper genotypes was carried out through transmission of Begomovirus using whitefly (Bemisia tabaci) as vector. The result showed that IPB C12 and F4-012328-6-3 were potential resistance genotypes. A total of 15 R gene analogs (CaRGA) containing NBS motif, namely CARGA1 to CARGA15, were identified by degenerated PCR amplification and database mining. The alignment of deduced amino acid sequence revealed conservation of subdomains Ploop (GKTT), kinase2 (LVVLDDV), RNBSB/kinase3 (IILTTR) and GLPL. BLASTp analysis indicated that 15 RGA showed high homology at deduced amino acid level with R gene identified such as whitefly resistance protein Mi-1.2, Pvr 9 gene for potyvirus, Begomovirus resistance protein, TRGA15 and RGA 13 for putative late blight resistance. Phylogenetic analysis exhibited that isolated sequences distinguished into CNL-NBS groups. These pepper RGA could be considered as candidate sequences of resistance genes.

Genome-wide probing of NBS-LRR encoding genes in red clover (Trifolium pratense L) for the identification of resistance gene analogs in Trifolium alexandrinum L

Genome-wide probing of NBS-LRR encoding genes in red clover (Trifolium pratense L) for the identification of resistance gene analogs in Trifolium alexandrinum L

Identification of resistance gene analogs involved in Phytophthora capsici recognition in black pepper (Piper nigrum L.)

Black pepper (Piper nigrum L.) is an important spice crop with high economic value. However, its production is severely hampered by the oomycete pathogen, Phytophthora capsici. Integrative disease management strategies have been developed to control the pathogen, but the pathogen is in the phase of evolving its virulence. Absolute resistance against Phytophthora rot was not reported in black pepper germplasm. However, Piper colubrinum, a wild species is reported as resistant. Resistance proteins are involved in continuous surveillance of pathogen entry and activation of plant defense signalling pathways for an effective hypersensitive response to prevent pathogen invasion. In this study, a sequence-based homology approach using the conserved nucleotide-binding site (NBS) of known plant resistance genes was used to isolate Resistance Gene Analogs (RGA) and assess their transcript level during Phytophthora infection. The RGA transcript level was evaluated in resistant wild species (P. colubrinum), two moderately resistant black pepper genotypes (IISR Sakthi and 04-P24-1), and one susceptible genotype (Subhakara). The identified RGAs of black pepper were found to be of non-TIR R gene class with NBS motifs. The expressions of six PnRGAs were assessed employing qRT-PCR at different time points after challenging with highly aggressive Phytophthora isolate. The kinetics of differential expression post-infection with P. capsici indicates the differential timing and magnitude of pathogen recognition in resistant P. colubrinum and moderately resistant black pepper genotypes compared to susceptible genotype. In silico analysis revealed that differentially expressed P. nigrum RGAs function through ADP phosphorylation, which is a key process in pathogen recognition. The identification of P. nigrum RGAs induced by P. capsici should provide valuable information for cloning and characterization of resistance genes.

Molecular characterization and phylogenetic analysis of NBS-LRR genes in wild relatives of eggplant (Solanum melongena L

Eggplantor brinjal (Solanum melongena L.), is highly susceptible to various soil-borne diseases. The extensive use of chemical fungicides to combat these diseases can be minimized by identification of resistance gene analogs (RGAs) in wild species of cultivated plants.In the present study, degenerate PCR primers for the conserved regions ofnucleotide binding site-leucine rich repeat (NBS-LRR) were used to amplify RGAs from wild relatives of eggplant (Black nightshade (Solanum nigrum), Indian nightshade (Solanumviolaceum)and Solanu mincanum) which showed resistance to the bacterial wilt pathogen, Ralstonia solanacearumin the preliminary investigation. The amino acid sequence of the amplicons when compared to each other and to the amino acid sequences of known RGAs deposited in Gen Bank revealed significant sequence similarity. The phylogenetic analysis indicated that they belonged to the toll interleukin-1 receptors (TIR)-NBS-LRR type R-genes. Multiple sequence alignment with other known R genes showed significant homology with P-loop, Kinase 2 and GLPL domains of NBS-LRR class genes. There has been no report on R genes from these wild eggplants and hence the diversity analysis of these novel RGAs can lead to the identification of other novel R genes within the germplasm of different brinjal plants as well as other species of Solanum.

Identification, Characterization, and Phylogenetic analysis of Pigeon pea (Cajanus cajan L. Mill sp.) Resistance Gene Analogs using PCR cloning and in silico methods

Pigeon Pea (Cajanus cajan), an important grain legume, is susceptible to Fusarium wilt (FW), sterility mosaic disease (SMD), and Phytophthora blight. Identification of resistance gene analogs (RGAs) is important for development of resistant varieties. In this study, degenerate primers targeting nucleotide binding sites (NBS) of known resistance (R) genes were used to amplify RGAs from two Pigeon Pea genotypes with differing disease resistance profiles. The translated cloned RGAs had high amino acid identity (68–71%) with putative disease resistance proteins in Glycine Max. Five RGA open reading frames were found in the whole Pigeon Pea genome after BLASTN analysis with the cloned sequences. Translated RGA proteins contained several characteristic features such as the NB-ARC domain (characteristic of death-related disease resistance genes) and four NBS motifs. A tryptophan residue at the kinase-2 motif was indicative of the non-TIR-NBS class of proteins. Phylogenetic analysis revealed two major clusters. The seven Pigeon Pea RGAs were in a non-TIR group alongside wilt resistance proteins from tomato. Specific primers were designed against the RGAs identified by BLASTN, and these successfully amplified sequences from all eight Pigeon Pea genotypes. The 40 resultant sequences were combined according to genotype and subjected to phylogenetic analysis. Genotypes clustered according to breeding pedigree. Multiple alignments of the 40 sequences revealed several single nucleotide polymorphisms (SNPs) that are useful in identifying candidate resistance genes associated with FW and SMD.

IDENTIFICATION AND CHARACTERIZATION OF NBS-LRR CLASS RESISTANCE GENE ANALOGS IN MOTHBEAN (VIGNA ACONITIFOLIA)

Commercial moth bean (Vigna aconitifolia) cultivars are highly susceptible to bacterial, viral and fungal pathogens. The identification of resistance gene analogs holds great promise for development of resistant cultivars. The major known family of plant resistance genes encodes proteins with nucleotide-binding site (NBS) and C-terminal leucine- rich repeat (LRR) domains. Three degenerate primers designed on identified resistance genes (R-genes) were used in combinations to identify resistance gene analogs in the moth bean cv. FMM-96. These primers amplified products with the expected size of 450-600 bp. When their predicted amino acid sequences were compared to each other and to those of known R-genes, a considerable sequence similarity was found. The identification of conserved domains, such as kinase-1a, kinase-2 and hydrophobic motif confirmed that the sequences belong to the NBS-LRR class gene family.

Identification and characterization of a NBS-LRR class resistance gene analog in Pistacia atlantica subsp. Kurdica.

P. atlantica subsp. Kurdica, with the local name of Baneh, is a wild medicinal plant which grows in Kurdistan, Iran. The identification of resistance gene analogs holds great promise for the development of resistant cultivars. A PCR approach with degenerate primers designed according to conserved NBS-LRR (nucleotide binding site-leucine rich repeat) regions of known disease-resistance (R) genes was used to amplify and clone homologous sequences from P. atlantica subsp. Kurdica. A DNA fragment of the expected 500-bp size was amplified. The nucleotide sequence of this amplicon was obtained through sequencing and the predicted amino acid sequence compared to the amino acid sequences of known R-genes revealed significant sequence similarity. Alignment of the deduced amino acid sequence of P. atlantica subsp. Kurdica resistance gene analog (RGA) showed strong identity, ranging from 68% to 77%, to the non-toll interleukin receptor (non-TIR) R-gene subfamily from other plants. A P-loop motif (GMMGGEGKTT), a conserved and hydrophobic motif GLPLAL, a kinase-2a motif (LLVLDDV), when replaced by IAVFDDI in PAKRGA1 and a kinase-3a (FGPGSRIII) were presented in all RGA. A phylogenetic tree, based on the deduced amino-acid sequences of PAKRGA1 and RGAs from different species indicated that they were separated in two clusters, PAKRGA1 being on cluster II. The isolated NBS analogs can be eventually used as guidelines to isolate numerous R-genes in Pistachio.

Development of STS markers for Verticillium wilt resistance in cotton based on RGA–AFLP analysis

Verticillium wilt (VW) is one of the most destructive diseases of cotton that decreases yield and quality. Identification of resistance gene analogs (RGAs) can provide potential candidate gene markers for marker-assisted selection (MAS) for VW resistance and cloning of VW resistance genes. The objective of this study was to convert RGA-targeted RGA–AFLP (amplified fragment length polymorphism) markers into sequence-tagged site (STS) markers. A total of 54 RGA–AFLP markers, including 28 from a backcross inbred line (BIL) population and 26 from a recombinant inbred line (RIL) population, were cloned and sequenced. Of the resulted 86 unique sequences, the majority were found to be homologous to genes, some of which showed similarity to genes encoding resistance-related products. A total of 163 STS primer pairs were designed and screened in the BIL population, 72 of which were also screened in the RIL population, resulting in 21 polymorphic STS markers in the BIL population and seven in the RIL population. Twelve STS markers were mapped onto eight chromosomes or linkage groups in the BIL population, six of which were mapped on the same chromosomes with their original RGA–AFLP markers including two STS markers on c4 flanking two VW resistance quantitative trait loci. These STS markers will be useful in MAS in breeding cotton for VW resistance. This study represents the first attempt to successfully convert RGA–AFLP markers into STS for mapping resistance genes in cotton.

Identification of resistance gene analogs in Korean wild apple germplasm collections

Several plant disease resistance gene (R-gene) classes have been identified on the basis of specific conserved functional domains. Cloning of disease-resistance apple genes would be useful for breeding programs and for studying resistance mechanisms. We used a PCR approach with degenerate primers designed from conserved NBS-LRR (nucleotide binding site-leucine-rich repeat) regions of known R-genes to amplify and clone homologous sequences from six Korean wild apple germplasm collections and an individual plant of the Siberian wild apple, Malus baccata. One hundred and twenty-four sequenced clones showed high similarity at multiple NBS motifs with the R-genes of other plants. The clones OLE 2-9, BP 6-11, OLE 1-22, and OLE 5-13 shared 45% identity with the R-gene of other plants. The conserved sequence, which plays an important role in resistance, was found in our isolated resistance gene analogs (RGAs). The sequences of isolated apple RGAs showed more similarity to Toll/interleukin-1 receptor (TIR)-NBS-LRR than non-TIR-NBS-LRR. We suggest using a marker for this resistance gene region as well as for identifying potential material for disease-resistant breeding among Korea wild apple germplasms. This is the first step in preparing a comprehensive analysis of the RGAs in Korean wild apple germplasm.

Survey and characterization of NBS-LRR (R) genes in Curcuma longa transcriptome.

Resistance genes are among the most important gene classes for plant breeding purposes being responsible for activation of plant defense mechanisms. Among them, the nucleotide binding site-leucine rich repeat (NBS-LRR) class R-genes are the most abundant and actively found in all types of plants. Insilico characterization of EST database resulted in the detection of 28 NBS types R-gene sequences in Curcuma longa. All the 28 sequences represented the NB-ARC domain, 21 of which were found to have highly conserved motif characteristics and categorized as regular NBS genes. The Open Reading Frames varied from 361 (CL.CON.3566) to 112 (CL.CON.1267) with an average of 279 amino acids. Most alignment occurred with monocots (67.8%) with emphasis on Oryza sativa and Zingiber sequences. All best alignments with dicots occurred with Arabidopsis thaliana, Populus trichocarpa and Medicago sativa. These detected NBS type Rgenes from Curcuma longa can be used as a valuable resource for molecular marker development, molecular mapping of R-genes, and identification of resistance gene analogs and functional and evolutionary characterization of NBS-LRR-encoding resistance genes in asexually reproducing plants.

Genome scanning for identification of resistance gene analogs (RGAs) in a highly durable blast resistance rice (Oryza sativa L.) cultivar, Moroberekan

Disease resistance in plants is a desirable economic trait. Many disease resistance genes from various plants have been cloned so far. The gene products of some of these can be distinguished by the presence of an N terminal nucleotide binding site and a C-terminal stretch of leucine-rich repeats. Oligonucleotides already designed from sequence motifs conserved between resistance N genes of tobacco and RPS2 of Arabidopsis thaliana were used as PCR primers (AS1/S2) to scan the rice blast disease resistant moroberekan genomic DNA. The primer pairs RL, CL and tobacco N gene which were used based on leucine-rich repeat regions of genes RPS2 in Arabidopsis , Cf9 of tomato against Cladosporium fulvum and N gene of tobacco confers resistance to the viral pathogen, tobacco mosaic virus respectively. The fragment amplified by the primer AS1/S2 was cloned and sequenced. The PCR products for the other three primers were sequenced directly. Homology search of the resultant nucleotide sequences and deduced amino acid sequences with the reported sequences available in public data bases of NCBI BLASTn and PSI blast indicated the presence of resistance protein-like gene in BRGA-1(blast resistant gene analogue-1), putative retro-elements and putative retro-transposons proteins in BRGA-2, mitochondrial DNA in BRGA-3 and NBS-LRR type resistance protein and NB-ARC domain containing expressed protein of Oryza sativa in BRGA-4. Key words: Disease resistance, Magnaporthe grisea, leucine-rich repeats (LRR), Nucleotide-binding site (NBS), retrotransposon, rice blast disease, Oryza sativa L.

Genome-scale identification of resistance gene analogs and the development of their intron length polymorphism markers in maize

As introns are vulnerable to changes such as insertions and deletions when exposed to various evolutionary forces, they constitute a repository for developing genetic markers based on intron length polymorphisms (ILP). This study developed a set of genetic markers that use the potential intron length polymorphism in resistance gene analogs (RGAs) in Zea mays. By searching the genome of Zea mays B73 for the homologs of 73 R genes which have already been identified in plants, we found 861 RGAs, 632 of which have at least one intron that can serve as putative markers targeting the intron length polymorphism in RGAs (RGA-ILP). We developed 1972 candidate markers via electronic PCR (e-PCR) with primer pairs designed in each pair of exonic regions that flank an intron. Furthermore, the performance of RGA-ILP among four maize inbred lines (Huangzao4, B73, Mo17, and Dan340) was evaluated with 69 pairs of randomly selected primers. Of them, 46.4% showed bands that had discriminating length polymorphism, and between any two of the inbred lines the proportion of polymorphism ranged from 23.2 to 31.9%. To make it convenient to use these markers for those interested in molecular breeding of disease-resistant maize, we provide all related information in a web-based database named MaizeRGA, which is available at http://www.sicau.edu.cn/web/yms/rga/maizeRGA.html .

Isolation and characterization of NBS-LRR- resistance gene candidates in turmeric(Curcuma longa cv. surama)

Turmeric (Curcuma longa), an important asexually reproducing spice crop of the family Zingiberaceae is highly susceptible to bacterial and fungal pathogens. The identification of resistance gene analogs holds great promise for development of resistant turmeric cultivars. Degenerate primers designed based on known resistance genes (R-genes) were used in combinations to elucidate resistance gene analogs from Curcuma longa cultivar surama. The three primers resulted in amplicons with expected sizes of 450-600 bp. The nucleotide sequence of these amplicons was obtained through sequencing; their predicted amino acid sequences compared to each other and to the amino acid sequences of known R-genes revealed significant sequence similarity. The finding of conserved domains, viz., kinase-1a, kinase-2 and hydrophobic motif, provided evidence that the sequences belong to the NBS-LRR class gene family. The presence of tryptophan as the last residue of kinase-2 motif further qualified them to be in the non-TIR-NBS-LRR subfamily of resistance genes. A cluster analysis based on the neighbor-joining method was carried out using Curcuma NBS analogs together with several resistance gene analogs and known R-genes, which classified them into two distinct subclasses, corresponding to clades N3 and N4 of non-TIR-NBS sequences described in plants. The NBS analogs that we isolated can be used as guidelines to eventually isolate numerous R-genes in turmeric.

Identification of Resistance Gene Analogs and Verticillium Wilt Resistance-like Sequences in Mentha longifolia

Resistance gene analog (RGA) sequences were obtained from four Mentha longifolia (L.) Huds. accessions using degenerate polymerase chain reaction (PCR) primers targeting the conserved nucleotide binding site domain found in many plant disease resistance genes. Seven distinct RGA families were identified. All M. longifolia RGAs showed similarity to sequences of the non-toll-interleukin 1 receptor R gene class. In addition, degenerate PCR primers based on the tomato (Solanum lycopersicum L.) verticillium wilt resistance (Ve) genes were used to PCR-amplify a 445-base pair (bp) Ve-like sequence from M. longifolia that had ≈57% predicted amino acid identity with Ve. Mint-specific primers based on the original mint Ve sequence were used to obtain mint-specific Ve sequences from four M. longifolia accessions and from peppermint (Mentha ×piperita L.) cultivar ‘Black Mitcham’ that had 95% to 100% predicted amino acid identity to the original mint Ve sequence. Inverse PCR was then used to obtain flanking mint Ve sequence from one M. longifolia accession extending the mint Ve sequence to 1077 bp. This is the first report of RGA sequences in the Lamiaceae and the first report of Ve-like sequences obtained with degenerate PCR primers.

Resistance gene analogs associated with Fusarium head blight resistance in wheat

Fusarium head blight (FHB) is one of the most destructive diseases in wheat. Identification of resistance gene analogs (RGAs) may provide candidate genes for cloning of FHB resistance genes and molecular markers for marker-assisted improvement of wheat FHB resistance. To identify potential RGAs associated with FHB resistance in wheat, 18 primer pairs of RGAs were screened between two parents (Ning7840 and Clark) and seven informative RGA primer combinations were analyzed in their recombinant inbred lines (RILs). Five PCR products amplified from three primer combinations showed significant association with FHB resistance, and their sequences are similar to the gene families of RGAs. Three of them (RGA14-310, RGA16-462, RGA18-356) were putatively assigned to chromosome 1AL and explained 12.73%, 5.57% and 5.9% of the phenotypic variation for FHB response in the F7 population, and 10.37%, 3.37% and 4.53% in F10 population, respectively; suggesting that these RGAs may play a role in enhancing FHB resistance in wheat. Analysis of nucleotide sequence motifs demonstrated that all the RGA markers contain a heat shock factor that initiates the production of heat shock proteins. A sequence tagged site (STS) marker (FHBSTS1A-160) was successfully converted from RGA18-356, and validated in fourteen other cultivars. Significant interaction between the quantitative trait locus (QTL) on 1AL and the QTL on 3BS was detected. The marker FHBSTS1A-160 in combination with markers linked to the major QTL on 3BS could be used in marker-assisted selection (MAS) for enhanced FHB resistance in wheat.

Identification of resistance gene analogs as markers of disease resistance loci in oats, using near-isogenic lines

Genomic sequences with features of the major class of disease resistance genes and which bear nucleotide-binding leucine-rich repeat sequences (resistance gene analogs; RGA) were tested as potential markers of crown rust resistance loci in hexaploid oats. Two collections of paired near-isogenic lines carrying resistance to different isolates of crown rust, Puccinia coronata were screened. Two out of the four RGAs assayed showed restriction fragment length polymorphism (RFLP) between one line of each collection and its recurrent parent. The paired lines X466 and D494 were polymorphic for RGA III2.2 and the pair of lines X470 and D504 were polymorphic for RGA III2.18. The III2.18 polymorphism was located in the hexaploid map Avena byzantina cv. ‘Kanota’ × A. sativa cv. ‘Ogle’ in linkage group KO17 in a region previously associated with crown rust resistance. In addition, 220 random primers were used for random amplified polymorphic DNA (RAPD) analysis to screen the two sets of NILs. Only one polymorphic band was obtained that differentiated the paired lines X470 and D504 from their parents. The RAPD band was used as a probe and the relevant RFLP that differentiated the NILs X470 and D504 was found at 1.7 cM from the III2.18 marker in KO17. RFLP analysis using probes previously mapped in KO17 confirmed differences for X470 and D504 in the region around the III2.18 marker. These results suggest that the resistance locus shared by this pair of NILs is probably linked to the markers revealed by RGA III2.18. The use of RGAs as RFLP probes in the screening of NILs with differences in crown rust resistance has proved to be more effective than RAPDs for finding polymorphic markers possibly linked to resistance loci.

Analysing diversity in sugarcane resistance gene analogues

As resistance genes have been shown to contain conserved motifs and cluster in many plant genomes, the identification of resistance gene analogues can be used as a strategy for both the discovery of DNA markers linked to disease resistance loci and the map-based cloning of disease resistance genes. Sugarcane suffers from many important diseases and an analysis of resistance gene analogues offers a means to identify DNA markers linked to resistance loci. However, sugarcane has the most complex genome of any crop plant and initially it is important to understand the extent of resistance gene analogue diversity in the sugarcane genome before genetic analysis. We review herein how more than 100 expressed sequence tags with homology to different resistance genes have been identified in sugarcane with many mapped as single-dose restriction fragment length polymorphism markers. Importantly, some of these resistance gene analogues have been shown to be linked to disease resistance genes or disease quantitative trait loci. In an attempt to more efficiently analyse additional resistance gene analogues in sugarcane, we report on experiments aimed at investigating the molecular diversity of several resistance gene analogue families using a modified form of a technique termed Ecotilling. Using Ecotilling, we were able to rapidly detect single nucleotide polymorphisms in fragments amplified by PCR from four different resistance gene analogue families, SoRP1D, SoPTO, SoXa21 and SoHs1pro-1. An analysis of a diverse set of sugarcane varieties, including modern sugarcane cultivars and several S. officinarum and S. spontaneum clones, indicated that all amplicons, apart from SoHs1pro-1, contained significant polymorphism within the gene region studied. However, a comparison among these sugarcane clones, including between the parents of two sugarcane mapping populations, indicated that most polymorphisms were multi-dose, not single-dose, preventing their genetic map location or association with disease susceptibility or resistance from being determined.

Identification of resistance gene analogs linked to a powdery mildew resistance locus in grapevine.

Oligonucleotide primers, designed to conserved regions of nucleotide binding site (NBS) motifs within previously cloned pathogen resistance genes, were used to amplify resistance gene analogs (RGAs) from grapevine. Twenty eight unique grapevine RGA sequences were identified and subdivided into 22 groups on the basis of nucleic acid sequence-identity of approximately 70% or greater. Representatives from each group were used in a bulked segregant analysis strategy to screen for restriction fragment length polymorphisms linked to the powdery mildew resistance locus, Run1, introgressed into Vitis vinifera L. from the wild grape species Muscadinia rotundifolia. Three RGA markers were found to be tightly linked to the Run1 locus. Of these markers, two (GLP1-12 and MHD145) cosegregated with the resistance phenotype in 167 progeny tested, whereas the third marker (MHD98) was mapped to a position 2.4 cM from the Run1 locus. The results demonstrate the usefulness of RGA sequences, when used in combination with bulked segregant analysis, to rapidly generate markers tightly linked to resistance loci in crop species.