Abstract
The wheat wild relative Aegilops tauschii was previously used to transfer the Lr42 leaf rust resistance gene into bread wheat. Lr42 confers resistance at both seedling and adult stages, and it is broadly effective against all leaf rust races tested to date. Lr42 has been used extensively in the CIMMYT international wheat breeding program with resulting cultivars deployed in several countries. Here, using a bulked segregant RNA-Seq (BSR-Seq) mapping strategy, we identify three candidate genes for Lr42. Overexpression of a nucleotide-binding site leucine-rich repeat (NLR) gene AET1Gv20040300 induces strong resistance to leaf rust in wheat and a mutation of the gene disrupted the resistance. The Lr42 resistance allele is rare in Ae. tauschii and likely arose from ectopic recombination. Cloning of Lr42 provides diagnostic markers and over 1000 CIMMYT wheat lines carrying Lr42 have been developed documenting its widespread use and impact in crop improvement.
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Introduction
Leaf rust, caused by Puccinia triticina Erikss., is a prevalent disease limiting wheat production worldwide1. Yield reductions in susceptible wheat cultivars typically range from trace to 30% and may exceed 50%. The yield loss can be mitigated by the introduction of genetic resistance2. More than 70 leaf rust resistance genes have been characterized and named in wheat (https://shigen.nig.ac.jp/wheat/komugi/genes/symbolClassList.jsp). Six cloned race-specific site leaf rust resistance genes include Lr103, Lr214, Lr15, Lr22a6, and Lr137 belonging the nucleotide-binding leucine-rich repeat (NLR) gene family, and Lr14a encoding a membrane-localized protein containing ankyrin repeats8. Two race-nonspecific genes have been cloned, including Lr34 encoding an ABC transporter9 and Lr67 encoding a hexose transporter10. Cloned resistance genes may be useful in assembling transgenic multigene cassettes for developing strong and durable resistant varieties to combat fast-evolving fungal pathogens11,12.
The leaf rust resistance gene Lr42 was identified from accession TA2450 in a collection of the wheat wild relative Aegilops tauschii Coss. (DD, 2n = 14), the diploid D-genome donor for hexaploid bread wheat (Triticum aestivum L., AABBDD, 2n = 42)13. Lr42 confers all-stage resistance to leaf rust. To date, the Lr42 gene is effective against all reported races (isolates from 2020 and previous years) of the leaf rust fungus in the US14,15,16. The Lr42 resistance locus was introduced to a bread wheat cultivar “Century” by direct crossing, followed by two backcrosses to Century, and was released in a germplasm line KS91WGRC11 in 199117. KS91WGRC11 has been extensively used in CIMMYT wheat breeding programs and is represented as line “Lr42” in CIMMYT pedigrees18,19. Several KS91WGRC11-derived cultivars released by CIMMYT have outstanding yield potential. Field studies in Oklahoma showed that near-isogenic lines with Lr42 introgressions had a 26% increase in yield and 9% increase in kernel weight, which was attributed to leaf rust resistance20.
In this work, we undertake the cloning of the Lr42 gene because of its extensive use in international breeding, broad effectiveness, possible association with yield-enhancing factors, the need for diagnostic markers, and the potential utility of the cloned gene in transgenic cassettes. The Lr42 gene was previously mapped to the short arm of chromosome 1D (1DS) using hexaploid wheat mapping populations13,21,22,23. We employ BSR-Seq, a bulked segregant RNA sequencing method24, to map Lr42. To eliminate interference from A-genome or B-genome homoeologous sequences from hexaploid parents, we construct two diploid mapping populations by crossing the resistant accession with susceptible accessions of Ae. tauschii. Another advantage of using diploid parents is that the phenotype of Lr42 is stronger and easier to distinguish compared to the phenotype in hexaploid wheat. Fine-scale mapping identifies the candidate gene that is then confirmed to be Lr42 by ectopic expression in a susceptible wheat line as well as by gene knockout mutagenesis. The results confirm that the candidate gene is required and sufficient for the Lr42-mediated resistance.
Results
Genetic mapping identified candidate genes of Lr42 on 1DS
We developed the diploid Ae. tauschii populations for efficient genetic mapping by crossing the Lr42 donor Ae. tauschii accession TA2450 with two leaf rust susceptible Ae. tauschii accessions, TA2433 (Fig. 1a) and TA10132 (Supplementary Fig. 1). F2:3 individuals from both populations were phenotyped for leaf rust resistance at the seedling stage. We scored 100 F2:3 families of the TA2450 x TA2433 population and identified 27 homozygous resistant (HR) and 21 homozygous susceptible (HS) F2:3 families (Fig. 1b). Leaf tissues of these HR and HS F2:3 family seedlings were separately pooled for BSR-Seq24. The BSR-Seq experiment mapped Lr42 at a locus close to the end of the short arm of chromosome 1D (1DS) (Fig. 1c), consistent with the mapping results from the other mapping population TA2450 x TA10132 (Supplementary Fig. 1), and from the previous Lr42 mapping studies in hexaploid wheat19,21,22,23. The results indicated that the gene we mapped in the diploid populations is the same as the Lr42 gene transferred to hexaploid wheat. Based on the BSR-Seq results, we identified single-nucleotide polymorphisms (SNPs) that were likely located near the Lr42 gene and converted them to Kompetitive Allele Specific PCR (KASP) markers for genotyping F3 and F4 individuals from both mapping populations (Supplementary Data 1). The Lr42 mapping interval was narrowed down to ~116 kb flanked by the two markers, pC43 at 8,655,291 bp and pC50 at 8,771,761 bp on 1DS, based on the Ae. tauschii reference genome Aet v4.025 (Fig. 1d). Note that pC43 is an effective co-dominant marker to select Lr42-carrying lines in both Ae. tauschii and bread wheat lines (Supplementary Data 2). The two markers are located within two genes, which flank three other genes including an intact NLR gene (AET1Gv20040300), an NLR fragment (AET1Gv20040500), and a protein kinase (AET1Gv20040200). Therefore, the three genes in the interval on the reference genome were prioritized as the candidate genes of Lr42 (Fig. 1d).
a Phenotypes of Ae. tauschii accessions TA2433 (lr42) was susceptible (Infection Type = 33+) and TA2450 (Lr42) was hypersensitive fleck (Infection Type = ; to ;1−) at the seedling stage upon inoculation with race PNMRJ. b Genetic mapping Lr42 genes via BSR-Seq. In total, we phenotyped 100 F2:3 families (15 individuals for each family) from the cross TA2450 x TA2433 and identified 27 homozygous resistance (HR) families, 52 heterozygous (Hetero) families, and 21 homozygous susceptible (HS) families. Bulked segregant analysis via RNA-Seq (BSR-Seq) of 21 HR and 21 HS seedling pools was employed to map the Lr42 gene. c For each variant identified from RNA-Seq, the probability of complete linkage between the variant and the Lr42 gene was plotted versus the chromosomal position of the variant. d The first and second tracks display KASP markers developed from single-nucleotide polymorphisms identified by BSR-Seq. The markers pC43 and pC50 delineate the fine-mapping interval. On the third track, annotated genes overlapping with the interval are indicated with open boxes. Physical positions of markers are coordinates on the Ae. tauschii reference genome (Aet v4.0). Source data are provided as a Source Data file.
Overexpression supported the intact NLR as Lr42
BSR-Seq provided not only genetic mapping information but also genome-wide gene expression data. Our BSR-Seq result showed that all three candidate genes in the Lr42 mapping interval were expressed in uninfected seedling leaves in both resistant and susceptible Ae. tauschii lines. Sequence comparison of the candidate genes between the resistant and susceptible lines using RNA-Seq data revealed that only the candidate AET1Gv20040300 contained polymorphisms in transcribed regions (Supplementary Figs. 2 and 3). We then amplified the full-length coding region of AET1Gv20040300 from both the resistant donor, TA2450, and the susceptible accession TA10132, which confirmed polymorphisms between the two alleles and different lengths of encoded proteins (Fig. 2 and Supplementary Figs. 4 and 5). Both alleles with the maize ubiquitin promoter were separately transferred to a bread wheat cultivar “Bobwhite”. In total, we obtained four independent positive transgenic T0 lines carrying the Lr42 resistance allele (Lr42) from TA2450 and two carrying the lr42 susceptibility allele (lr42) from TA10132. T1 and T2 transgenic lines were evaluated for leaf rust resistance.
a Phenotype of Bobwhite (BW, the variety used in transgenic experiments) was susceptible (Infection Type = 3), four independent transgenic lines of Lr42 resistance allele (Lr42) showed hypersensitive fleck (Infection Type = ; to ;1−), and three independent transgenic lines of Lr42 susceptibility allele (lr42) were susceptible (Infection Type = 3) upon inoculation with race TFBJG. Transgenic plants were tested in the T1 generation. Lr42 is from accession TA2450, and lr42 is from accession TA10132. b RT-PCR of the Lr42 gene of Bobwhite (BW) and transgenic plants from the T1 generation. Resistant and susceptible alleles were amplified with primer sets Lr42-qRT-F5/R5 and lr42_1F/R. The amplicon lengths of actin, Lr42 and lr42 are 163, 171 and 142 bp, respectively. The experiment was repeated three times independently with consistent results. The Lr42 expression result was confirmed in quantitative RT-PCR experiments. c The protein structures of the Lr42 and lr42 alleles. Note that lr42 has fewer leucine-rich repeats (LRRs) compared with Lr42. Source data are provided as a Source Data file.
Bobwhite carries the leaf rust resistance gene Lr26 that confers resistance to many leaf rust P. triticina races26. We screened three P. triticina races and found that Bobwhite was susceptible to race TFBJQ (Supplementary Table 1), which is virulent on Lr26. Infection with race TFBJQ revealed that all Lr42 transgenic lines gained high resistance and two lr42 transgenic lines were highly susceptible like Bobwhite (Fig. 2a). Gene expression analysis showed that the Lr42 allele was expressed in all Lr42 transgenic lines and lr42 was expressed in both lr42 transgenic lines (Fig. 2b). Note that expression of both Lr42 and lr42 was not detectable in Bobwhite. In summary, the transgenic experiment with the Lr42 expression under the control of the ubiquitin promoter showed that expression of the single gene AET1Gv20040300 can induce the resistance response to the pathogen.
Long-read local assembly shows only one intact NLR in the Lr42 locus
To understand the haplotype of the Lr42 locus, publicly available whole genome sequencing (WGS) Illumina data were used to first examine polymorphisms between TA2450 (Lr42 resistant line) and TA10132 (susceptible reference line)27. The result from Comparative Genomics Read Depth (CGRD) analysis using WGS data28, which provides similarities and copy number variation of low-repetitive regions between the two genomes, revealed two relatively conserved segments (8.24–8.67 Mb and 8.70–8.82 Mb on 1D) and other divergent regions (Fig. 3a). We produced ~10x Nanopore long reads for the local assembly of the Lr42 locus, resulting in a contig of 201,155 bp including the 116 kb Lr42 mapping interval. Note this newly assembled sequence contains ~1% sequence errors. Sequence comparison showed that the Lr42 locus contains all three candidate genes collinear with the genes in the reference genome (Fig. 3b). Consistently with RNA-Seq data, syntenic sequences of the protein kinase gene AET1Gv20040200 were almost perfectly aligned with 99.85% identity. The comparison showed that the promoter region of AET1Gv20040300 is highly polymorphic. Besides AET1Gv20040500, we identified another NLR fragment homologous to AET1Gv20040300 (Fig. 3b). The expression of the fragment was not detected based on RNA-Seq data. Collectively, the sequence of the Lr42 locus shows that the locus only contains a single intact NLR gene.
a Read depth comparison between TA2450 and TA10132. Y-axis indicates the similarity between two genomes, green lines represent conserved regions and blue lines represent polymorphic or deleted regions in TA2450 relative to the reference genome (TA10132). b The sequence comparison between the assembled Lr42 locus and a 1D region on the reference genome. On the Lr42 locus, the red rectangle and orange rectangles stand for three genes syntenic with three annotated genes (1: AET1Gv20040300, an intact NLR; 2: AET1Gv20040500; 3: AET1Gv20040200) within the mapping interval in the reference genome. On the reference region, light blue and blue rectangles signify untranslated regions and coding regions of five annotated genes overlapping with the mapping interval, respectively. Blank rectangles represent the locations of NLR fragments homologous to AET1Gv20040300. Green arrows point to the flanking markers of the mapping interval.
Ectopic expression and knockout mutagenesis validate the NLR as Lr42
To test the disease resistance of ectopic AET1Gv20040300 expression driven by the native promoter, primers were designed to amplify the Lr42 region, including the promoter, the Lr42 gene, and the terminator. The promoter activity was validated with the GUS assay (Supplementary Fig. 6). Transformation of the gene with the native promoter in Bobwhite resulted in two events carrying the transgenic gene. The transgenic T1 plants showed resistance to race TFBJQ (Fig. 4a). T1 plants from one transgenic event (Lr42p::Lr42-1) displayed a similar resistance level to the transgenic lines with constitutive expression driven by the maize ubiquitin promoter. T1 plants from the other event (Lr42p::Lr42-2) exhibited a weaker resistant phenotype. Expression quantification of Lr42 via qRT-PCR indicated that a high level of rust resistance might require a certain threshold level of Lr42 expression. At low levels of expression, resistance increased with the elevation of Lr42 expression (Fig. 4b and Supplementary Fig. 7). Quantification of the genomic copy number of the Lr42 transgene found that the lower Lr42 expression transgenic line Lr42p::Lr42-2 contained a higher copy number of Lr42 than Lr42p::Lr42-1 (Supplementary Figs. 7 and 8), possibly due to position effect and/or gene silencing associated with higher copy number of transgenes29,30.
a Phenotype of Bobwhite was susceptible (N = 12, Infection Type = 3), phenotype of Ubip::Lr42 (Lr42 driven by the maize ubiquitin promoter) T2 transgenic plants (event 3) was hypersensitive fleck (N = 12, Infection Type = ;), and phenotype of two independent events of Lr42p::Lr42 (Lr42 driven by the native promoter of Lr42) were resistant upon inoculation with race TFBJG. Infection types of Lr42p::Lr42-1 (N = 3) and Lr42p::Lr42-2 (N = 9) were “;” and 2−, respectively. Transgenic plants of both Lr42p::Lr42 events were in the T1 generation, and Ubip::Lr42 plants were from the T2 generation. b qRT-PCR of the Lr42 expression in Bobwhite and transgenic plants. Lr42 expression of Bobwhite is undetectable. One plant for each biological replicate, and three biological replicates were used in gene expression analysis. Bar heights are means and error bars stand for standard deviations (SD). The quantification was repeated twice with consistent results. c Phenotype of M3 individuals from the TA2450 EMS mutant family that carried a G to A mutation at 2099 bp of the Lr42 coding region, causing the C700Y amino acid substitution. The genotype (GG, GA, or AA) at the mutation site of each plant individual was listed above the leaf. Seedling plants were inoculated with race PNMRJ. Source data are provided as a Source Data file.
We then employed Virus Induced Gene Silencing (VIGS) to specifically knockdown expression of the AET1Gv20040300 gene in TA2450. Rust pustules were consistently observed on the leaves with reduced AET1Gv20040300 expression through VIGS using the construct containing a 201 bp fragment in the leucine-rich repeat (LRR) region (Supplementary Fig. 9). In contrast, the resistant phenotype was maintained on leaves through VIGS with no sequences targeting AET1Gv20040300 (Supplementary Fig. 9a). The VIGS result confirmed that a high-level of rust resistance required a certain level of AET1Gv20040300 expression.
In addition, we screened 1320 M3 families of an Ethyl Methane Sulfonate (EMS) induced mutant population of the resistant accession TA245031 for their leaf rust responses. We identified one family showing the segregation for leaf rust resistance with 4 resistant and 9 susceptible individuals (Fig. 4c and Supplementary Fig. 10). The low positive mutation rate may be due to the loss of mutant alleles in the selected M3 families, a low number of seeds in many families, and weak phenotypes of missed mutants. Sequencing of the mutant found a G to A mutation in the LRR region, which causes a substitution from Cysteine to Tyrosine at the 700th amino acid (C700Y). Genotyping of all individuals (N = 13) in the family showed a co-segregation among genotypes and phenotypes, i.e., all homozygous mutants were susceptible and all others were resistant. Collectively, the results from the transgenic, VIGS, and EMS experiments consistently confirmed that the NLR gene AET1Gv20040300 is the Lr42 gene.
The Lr42 resistance allele infrequently occurs in the Ae. tauschii collection
The Wheat Genetics Resource Center (WGRC) collected 549 Ae. tauschii accessions and has identified a minicore set of 40 accessions that capture >80% of genetic diversity of the whole set32. We examined the Lr42 homologs from 35 minicore accessions, which include 24 accessions from Lineage 1 (L1, Ae. tauschii ssp. tauschii) and 11 from Lineage 2 (L2, Ae. tauschii ssp. strangulata)32. Lr42 donor TA2450 belongs to L2. Expected bands were amplified from 8 out of 11 L2 accessions and 3 out of 24 L1 accessions (Supplementary Data 3). Of the bands amplified from 11 accessions, Lr42 homologs from 10 accessions were successfully sequenced. We also extracted intact Lr42 homologs from TA10132, the Ae. tauschii accession for the reference genome. TA10132, also known as AL8/78, is a leaf rust susceptible accession. Of all TA10132 Lr42 homologs, the homolog with the highest similarity to Lr42 and located in the Lr42 mapping interval is deemed to be the allelic homolog of Lr42 (lr42-TA10132 or lr42). The lr42-TA10132 allele was used in the transgenic experiment. Among all Ae. tauschii Lr42 homologs, 10 homologs amplified from 10 Ae. tauschii minicore accessions are most similar to Lr42, supporting that these 10 homologs are also allelic to Lr42 (Fig. 5a). The phylogenetic analysis indicated that the Lr42 alleles are not completely separated in the two Ae. tauschii lineages (Fig. 5a). Sequences of the 11 Lr42 allelic homologs, including lr42-TA10132, belonged to three major haplotypes I, II, and III, represented by lr42-TA2376, lr42-TA1605, and lr42-TA2536, respectively (Fig. 5b). Most sequences of the Lr42 allele can be found from these three haplotypes except for a segment of ~140 bp in the LRR region, referred to as Lr42-unique-segment hereafter (Supplementary Fig. 4). Interestingly, Lr42-unique-segment can be identified with 98% identity in a non-allelic Lr42 homolog from 1D subgenome of the Chinese Spring (CS) wheat reference genome (1D:7381846–738462, showing only 83.8% identity to Lr42) (Fig. 5b and Supplementary Figs. 11 and 12), implying that this unique sequence originated through either intragenic recombination or ectopic recombination. Beside the uniqueness of Lr42, we also observed conserved sequences at the end of the NB-ARC domain and at the beginning of LRR (Fig. 5c). A separate phylogenetic analysis using these domains (e.g., RX-CC, NB-ARC, and LRR) of the gene resulted in different phylogenetic relationships among these Ae. tauschii accessions, further supporting intragenic recombination occurred between Lr42 haplotypes or ectopic recombination at some domains (Supplementary Fig. 4).
a Phylogenetic tree of intact Lr42 homologs from Ae. tauschii. The Lr42 resistance allele is shown in red. The lr42 reference allele is a susceptibility allele from the reference accession TA10132. The other ten alleles (signified by lr42-accession) were from the Ae. tauschii minicore set. Solid colored circles represent Lr42 haplotypes. Squares indicate lineages of accessions. Bootstraps are labeled on the tree. b Haplotype analysis. Eleven Lr42 alleles that do not include Lr42 are clustered and grouped into three major haplotypes, represented by three alleles from TA2376, TA2536, and TA1605. Each sequence block (A to E) of Lr42 indicates the best hit with at least 95% identity to the block with the same letter on three haplotypes and a sequence fragment from 1D subgenome of CS. c The nucleotide diversity of the 12 Lr42 alleles in 50-bp windows scanned on the gene with a step size of 10 bp. Each dot represents a nucleotide diversity of a 50-bp window versus the middle position of the window. Conserved regions with very low diversity are highlighted by red ovals. d Circos view of Lr42 homologs. Lr42 clusters include Lr42 homologs (at least 1 kb match and 79% identity) on Ae. tauschii 1D (7.84–8.71 Mb), bread wheat CS 1A (8.61–9.55 Mb), 1B (9.55–10.06 Mb), 1D (7.06–7.87 Mb), durum wheat 1A (8.46–9.21 Mb), 1B (8.11–9.21 Mb), Wild emmer 1A (10.41–11.48 Mb), 1B (11.95–12.87 Mb), Barley 1H (3.49–5.22 Mb), and Brachypodium chromosome 2 (38.09–39.65 Mb). The beginning of each cluster was adjusted to 0. The 1 s on the cluster track represent 1 Mb positions. The identity between each homolog and Lr42 is color-coded. The red line points at the position of the Lr42 susceptible allele on the Ae. tauschii reference genome. Source data are provided as a Source Data file.
Among the accessions with the allelic Lr42 homologs, two accessions TA2458 and TA2468 were seedling leaf rust resistant to race PNMRJ (Supplementary Fig. 13). Both Lr42 haplotypes (lr42-TA2458 and lr42-TA2468) were found in susceptible accessions (Fig. 5a), suggesting that the Lr42 allelic homologs are not responsible for the leaf rust resistance in these two accessions. Indeed, TA2468 was known to carry Lr21 that confers resistance to race PNMRJ (Supplementary Table 1)4,33.
In the Ae. tauschii reference genome, the susceptibility lr42 allele, four intact homologs, and four partial gene fragments were clustered within an 871 kb region (Fig. 5d). Interestingly, homologous sequences with plus and minus orientations were physically separated into two regions, and homologs with the same orientation are more similar. The organization of the gene cluster indicated that Lr42 homologs likely expanded independently in the two separate regions. The Lr42 homologous clusters were also identified in 1A, 1B, 1D subgenomes of the hexaploid wheat variety, CS, 1A and 1B chromosomes of tetraploid emmer wheat, 1A and 1B chromosomes of durum wheat, as well as 1H of diploid barley (Supplementary Data 4). Only two homologs were identified in Brachypodium, a more distantly related species (Fig. 5d). The results indicated that Lr42 was derived from an ancient locus that has been maintained or expanded to result in a high copy number in barley and wheat species.
Lr42 is a widely used source of effective resistance in wheat breeding programs
Source germplasm lines KS91WGRC11 and KS93U50 carry the Lr42 resistance alleles (Supplementary Fig. 14). These Lr42 source lines carrying Lr42 have been extensively used in the CIMMYT wheat breeding program. To identify which CIMMYT wheat lines containing the Lr42 gene, both pedigree information and genotyping data via Genotyping-By-Sequencing (GBS) of 52,943 CIMMYT lines34 were used. We identified 14 Lr42-specific GBS tags (Supplementary Table 2). Of 5121 genotyped CIMMYT lines with the Lr42 introgression in the pedigree, 33.7% (1724/5121) were classified as Lr42+ lines (Fig. 6a and Supplementary Data 5). In contrast, only 2% (928/47,822) of lines that were not expected to carry Lr42 based on the pedigree were categorized as Lr42+ lines. The 2% misclassified lines may reflect the false positive rate or could represent incorrect pedigrees or seed mixtures. In total, 2924 out of 5121 with an Lr42 donor in the pedigree were categorized as without the Lr42 segment (Lr42−) (Fig. 6a and Supplementary Data 5).
a Each point represents a wheat line with the log10 of total count of GBS tags per line on the x-axis and the number of Lr42-specific GBS tags on the y-axis. Green and blue colors signify Lr42+ and Lr42− Lr42-introgressed lines, respectively. Other lines that are either not Lr42-introgressed lines or not confidently categorized into Lr42+ or Lr42− are gray colored. Numbers of Lr42-specific GBS tags were jittered with the factor 0.25 for better visualization of data density. b, c Using disease phenotypic data collected at CIMMYT, statistical comparisons of disease infection types between Lr42+ and Lr42− lines were performed for seedling stage leaf rust with two-side t-test and for adult stage resistance with ANOVA. Two field locations in Mexico for adult stage leaf rust phenotyping are labeled. The Stakman 0–4 scale was linearized to a 0–9 scale for seedlings (Methods). The percent disease severity on adult plant flag leaves was rated on the Cobb scale. Bars represent standard deviation of means of infection types or disease severity. Gray open dots represent single data points.
Some Lr42+ and Lr42− wheat lines were phenotypically examined for leaf rust resistance and grain yield at CIMMYT34. Comparison between Lr42+ and Lr42− wheat lines from the breeding population supported that the Lr42 segment is highly associated with seedling resistance to the leaf rust race MBJ/SP35, and moderately associated with resistance at the adult stage to leaf rust (Fig. 6b). Without leaf rust infection, grain yield traits of Lr42+ and Lr42− lines were not significantly different, indicative of no significant yield boost or penalty directly imposed by the Lr42 resistance segment from Ae. tauschii (Supplementary Table 3).
Diagnostic markers for Lr42 genotyping
We developed an effective co-dominant KASP marker pC43 that is located 46 kb from the Lr42 gene for selection of Lr42-carrying lines in both Ae. tauschii and bread wheat lines. We have also designed and validated two markers, Lr42-pD1 and Lr42-pD2, on the Lr42 gene to distinguish the presence or absence of the Lr42 resistance allele in wheat (Supplementary Data 2, 6, and 7). These markers would be useful for precise marker-assisted selection of Lr42 in wheat breeding programs.
Discussion
We employed an efficient mapping strategy using diploid Ae. tauschii populations to clone the broadly effective leaf rust resistance gene Lr42. Cloning took advantage of the newly constructed Ae. tauschii reference genome25, high-throughput sequencing technology, and the optimized genetic analysis strategy, BSR-Seq24. Using susceptible and resistant bulks, BSR-Seq enabled simultaneous discovery and genotyping of high-density SNPs to map the genomic region that contains Lr42. Further fine-mapping delimited the gene interval to ~116 kb interval and revealed an expressed candidate NLR gene, AET1Gv20040300, for Lr42. The causal gene was confirmed by gain-of-resistance via gene transfer to a susceptible hexaploid wheat cultivar as well as loss-of-resistance in an EMS mutant of the Lr42 Ae. tauschii diploid line.
The cloning of Lr42 added a member to at least 12 known wheat rust resistance NLR genes (Supplementary Fig. 15)3,4,5,6,36,37,38,39,40,41,42. NLR functions as an intracellular sensor of pathogen signals and/or as an executor to induce localized cell death, the hypersensitive immune response. NLRs exerting both functions were recently referred to as singleton NLRs, such as Mla43 and Sr5044. Some other NLRs function in a pair: sensor NLR recognizing the pathogen and helper (or executor) NLR initiating immune signaling. The paradigm of NLR networks consisting of a number of sensor NLRs and helper NLRs to modulate immune responses was also proposed45. An NLR gene in monocots generally consists of an N-terminal coiled-coil (CC) domain, the central NB-ARC domain, and a C-terminal leucine-rich LRR domain. Recent protein structure studies of an Arabidopsis NLR gene product, ZAR1, revealed that a pentameric wheel-like NLR resistosome is assembled upon activation by the pathogen. The funnel-shaped structure formed from the N-terminal α helices at the CC domain is hypothesized to directly compromise plasma membrane integrity and induce cell death46,47. Interestingly, a MADA motif (MADAxVSFxVxKLxxLLxxEx, where x represents non-conserved amino acids) conserved among helper NLRs and singleton NLRs but not sensor NLRs was identified on the CC domain48. Lr42 has a typical NLR structure and contains a homologous domain “MAEAVVGQLVVTLGEALAKEA”, which is most similar to the MADA motif among all known wheat rust resistance NLRs (Supplementary Table 4). This implies that Lr42 is more likely to be a singleton NLR or a helper NLR, not a sensor NLR.
Lr42 is apparently a recently generated allele at an ancient locus. Homologs of Lr42 were detected in the distant wheat relative Brachypodium (Fig. 5d), which diverged from the Triticeae (wheat, rye, barley) lineage 32–39 MYA49. Nevertheless, 34/35 samples in the Ae. tauschii minicore have been excluded to carry an Lr42 resistance allele, suggesting that Lr42 is not frequently present in the Ae. tauschii population and, likely, of recent origin. The variation in LRR repeat numbers among Lr42 alleles indicated that unequal crossovers may have occurred within the LRR domain50. In addition, intragenic recombination as was documented for Lr2133, or even ectopic recombination, may also have played a role in the origin of Lr42 allele. Indeed, the unique LRR sequence of the Lr42 allele can be identified in a non-allelic region in the subgenome 1D of CS, supporting the potential role of ectopic recombination in the origin of the Lr42 resistance allele.
The phenotypic expression of resistance in Lr42 lines depends on several factors. Although no leaf rust isolates have shown full virulence to Lr42, some isolates showed lower infection types than others on KS93U50, an Lr42 resistant selection from KS91WGRC1122. The resistance reaction of the diploid Ae. tauschii TA2450 donor accession is consistently very strong, ranging from a hypersensitive fleck (Infection Type (IT) = ;) to flecks with tiny pustules surrounded by necrosis (IT = ;1−) (Fig. 1a). However, the reaction of nontransgenic hexaploid Lr42-containing lines ranged from flecks and small pustules surrounded by necrosis (IT = ;1) to medium-sized pustules surrounded by chlorosis (IT = 2+)13,22. The reduced expression of introgressed resistance in hexaploid bread wheat compared to diploid donors is a frequently observed phenomenon11. However, the reaction of ubiquitin-driven transgenic hexaploid derivatives was very strong, ranging from a hypersensitive fleck (IT = ;) to flecks with tiny pustules (IT = ;1−) (Fig. 2a). The improved performance of the transgenic versus nontransgenic hexaploid lines may be due to the strong maize ubiquitin promoter that was used in the transgenics. The very strong resistance of the transgenic hexaploid Lr42 lines bodes well for its utility in ubiquitin-driven transgenic cassettes. From the transgenic experiment with Lr42 driven by the native promoter, we found one transgenic line with weak leaf rust resistance and low Lr42 expression, which supported that the gene expression level is an important factor for Lr42 resistance. In addition, plant age and/or environment may also influence Lr42 resistance. Adult plants in the field showed much stronger Lr42 resistance than greenhouse-grown seedlings20.
The undefeated status of Lr42 raised the possibility that it might be a more durable type of resistance gene. However, elucidation of the NLR structure of Lr42 indicates that the mechanism of resistance is typical effector-triggered immunity (ETI). ETI is usually not durable because the rust pathogen can become virulent by loss of the corresponding avirulence factor (effector) that triggers the hypersensitive resistance response. It is possible that the effector gene conferring Lr42 resistance is important for the fungus, which could explain why no virulent rust isolates have been identified. Lr42 is currently deployed mainly in wheat lines from CIMMYT that contain combinations of durable adult plant resistance (APR) genes to leaf rust (Supplementary Table 5). This may have reduced the selection pressure on the pathogen population to overcome Lr42. The CIMMYT wheat breeding pipeline has many more Lr42-containing breeding lines in a background with high levels of APR to leaf rust (Supplementary Data 6). Effective gene stewardship will require breeders to release Lr42 only in varieties with strong combinations of other leaf rust resistance genes.
Previous field trials showed that the Lr42 introgression contributed to large increases in yield and kernel weight in Oklahoma20. We used GBS markers to classify 5121 CIMMYT breeding lines that had Lr42 in the pedigree. Some of the advanced lines positive for Lr42 were compared to their counterparts without Lr42. We were able to detect a very large effect of Lr42 on leaf rust ratings at the seedling stage, but only a moderate effect on severity at the adult stage in the field probably because most CIMMYT lines also had a high level of APR that kept disease severities low (Fig. 6c). In a QTL analysis of highly resistant CIMMYT line Quaiu 3, Basnet et al. were able to separate the effect of Lr42 from other resistance genes19. Lr42 explained 32% of the phenotypic variation and limited disease severity in the field to a maximum of 40%. Lr42 combined very well with Lr46 and QLr.tam-3D to achieve near immunity to leaf rust in Quaiu 319. We did not detect a direct or indirect impact of Lr42 on yield and other grain quality traits, which is also probably due to a high level of APR in most CIMMYT lines.
KS91WGRC11 may be common in CIMMYT pedigrees because it contributes resistance to stem rust and stripe rust in addition to leaf rust. KS91WGRC11 carries the SrTmp stem rust resistance gene on chromosome 6DS from the Century parent51. We also documented a hidden introgression in the WGRC germplasm. Recently, a stripe rust resistant NLR gene YrAS2388 originating from chromosome 4D of an Ae. tauschii accession was cloned and TA2450 was found to carry the resistance allele42. We amplified the YrAS2388 gene from TA2450 and confirmed that the sequence is identical to the reference resistance allele reported. We found that KS91WGRC11 carries the YrAS2388 resistance allele from TA2450, which implies that the YrAS2388 resistance allele has been introduced to germplasm in CIMMYT and many other breeding programs. Given the limited backcrosses to Century, KS91WGRC11 is expected to harbor additional genomic segments from Ae. tauschii that might contribute valuable genetic diversity to future cultivars. Our results point to the need for in situ conservation of robust populations of native wild species for enhancing crop biodiversity so that alleles such as Lr42 reported here can evolve and be conserved for future crop improvement.
Methods
Plant materials
Ae. tauschii accessions for genetic mapping and haplotype analysis are listed in Supplementary Data 3. Ae. tauschii ssp. strangulata accession TA2450 from Caspian Iran is the donor of the Lr42 gene. Two highly susceptible accessions TA10132 (also known as AL8/78) and TA2433 were crossed with TA2450 and advanced to F2:3, F3:4, and F4:5 populations by single seed descent.
Leaf rust disease phenotyping
The leaf rust disease inoculation procedure followed the protocol developed by ref. 21 except plants were incubated in a growth chamber at 20 °C and a 16 h photoperiod. Briefly, for Ae. tauschii leaf rust phenotyping, two-leaf stage seedlings were inoculated with the leaf rust race PNMRJ. The virulence/avirulence phenotype of rust races is given in Supplementary Table 1. The infection type of plants was scored on the 0 to 4 Stakman scale at 10 days post inoculation (dpi) and confirmed at 14 dpi. The race nomenclature, differential sets, and Stakman infection types were described by refs. 1,14,52. For transgenic wheat seedling leaf rust phenotyping, race TFBJG was used to inoculate seedlings at the two-leaf stage. TFBJG was used because it defeated Lr26 in Bobwhite.
BSR-Seq
Two F2:3 populations (population 1: TA2450 x TA2433 and population 2: TA2450 x TA10132) were used for BSR-Seq analysis [https://schnablelab.plantgenomics.iastate.edu/software/BSR-Seq]. Fifteen seeds from each of F2:3 families were inoculated and phenotyped. Of 100 TA2450 x TA2433 F2:3 families, 27 were HR families of which all individuals were resistant to leaf rust, and 21 were HS families of which all individuals were susceptible. Equal amounts of leaf tissue were collected from each of 21 HR and 21 HS families, and HR and HS families were pooled separately. Of 101 TA2450 x TA10132 F3 families, 36 were HR families and 9 were HS families. We selected 26 HR and all 9 HS families to collect HR and HS tissue pools.
RNA samples were extracted using the RNeasy Plant Mini Kit (Qiagen, Germany, Cat.# 74904) and with the 2 × 101 bp paired-end platform on an Illumina HiSeq2000 at the Genome Sequencing Facility at the Kansas University Medical Center. In total, ~180 million pairs of reads were generated. Raw reads were trimmed using Trimmomatic (version 0.32) [https://github.com/usadellab/Trimmomatic]. Trimmed reads were aligned to the Ae. tauschii reference genome (Aet v4.0, GCA_002575655.1)25 by GSNAP (version 2018-03-25) [http://research-pub.gene.com/gmap]53 with the parameters of “-B 2 -N 1 -m 6 -i 2 -n 3 -Q”. SNPs were discovered with GATK (version 3.3) [https://github.com/broadinstitute/gatk]54 with the UnifiedGenotyper module using the following parameters: “--heterozygosity 0.005 -stand_call_conf 30.0 -stand_emit_conf 20.0 -glm BOTH -U ALLOW_N_CIGAR_READS -ploidy 2”. SNPs were filtered by the GATK module of SelectVariants with the following parameters: --restrictAllelesTo BIALLELIC --selectTypeToInclude SNP --select “AF > = 0.2 && QUAL > = 30.0 && DP > = 200 && DP < 10000”. In total, 170,069 SNPs were identified for population 1 and 74,206 SNPs for population 2. For each population, a Bayesian-based approach was used to determine the probability of the complete linkage between each SNP and the causal gene24.
Fine mapping with KASP markers
SNPs having a high probability of the complete linkage with the causal gene were selected to convert to KASP assays. All KASP markers used for fine mapping were listed in Supplementary Data 1. The KASP experiment was run on the Applied Biosystems Real-Time PCR Instruments 7900 (Applied Biosystems, USA) using the KASP-TF Master Mix (LGC, Biosearch Technologies, UK, Cat.# KBS-1050-132) according to the manufacturer’s instructions. To confirm the mapping interval, 68 F2:3 families from the population 1 used for BSR-Seq were selected for genotyping. The 68 DNAs of pooled tissue samples from 12 F2:3 individuals per family were genotyped with KASP markers p12A10, p1A05, and p1A02. As a result, 11 F2:3 recombinant families were identified. Analysis of genotypic data together with phenotypic data confirmed that the Lr42 gene was located between the markers p12A10 and p1A05. To validate this interval, 6 of the 11 recombinant families were selected to genotype individual plants in each family with more KASP markers within the mapping interval.
To narrow down the mapping interval, we used F4 plants from population 1. We first identified 9 F4 families that were derived from the resistant F2:3 individuals heterozygous for the Lr42 in the mapping interval. In total, 891 F4 individuals were phenotyped for rust resistance and genotyped with the markers p12A10 and p1A05, which identified 85 recombinants. Genotyping recombinants with additional markers identified nine F4 individuals harboring the recombination between p12A10 and pC24. Further analysis of the F5 progeny of these three F4 individuals confirmed by the mapping interval between 8,655,291 bp and 8,830,775 bp on 1DS flanked by the markers pC43 and pC49.
We also analyzed 78 F2 families of the population 2 and found four F2 families with the recombination between p12A10 and p1A05. Luckily, one recombinant between the marker pC43 and the marker pC50 enabled us to locate the gene at a 116 kb interval between 8,655,291 bp and 8,771,761 bp.
Cloning of full-length coding region of Lr42 candidate gene
Total RNA was extracted from leaf tissues of resistant (TA2450) and susceptible (TA10132) accessions using TRIzol reagent (Invitrogen, USA, Cat.# 15596026) according to the manufacturer’s instructions. After removing residual DNA with DNase I (Invitrogen, USA, Cat.# 18047019) treatment, 1 µg of total RNA was reverse-transcribed to cDNA using SuperScript® IV First-Strand Synthesis System (Invitrogen, USA, Cat.# 18091050) with an oligo(dT)20 primer following the manufacturer’s instructions. The full-length coding region of the Lr42 candidate gene was amplified by PCR with the gene-specific primers AET300.2_CDS-F and AET300.2_CDS-R (Supplementary Data 8). The PCR product was cloned into the pCR-XL-2-TOPO vector (Invitrogen, USA). The inserted fragment in the construct was verified by sequencing using an ABI 3730 DNA analyzer (Applied Biosystems, USA).
Construction of the plasmid of Lr42 with the ubiquitin promoter
The full-length of Lr42 coding regions flanked by a BamHI restriction site was amplified via PCR using primer sets AET300.2_CDS-BamHIF and AET300.2_CDS-BamHIR (Supplementary Data 8). DNA fragments were ligated into a pAHC17 vector55 at the BamHI site. The expression constructs containing the full-length Lr42 coding region under a maize ubiquitin promoter (Ubi-1) and a nopaline synthase terminator (tNOS) were used for generating transgenic plants.
Assembly of the Lr42 locus using Nanopore data
The public WGS Illumina data of TA10132 (the reference susceptible line, SRS7974112) and TA2450 (the Lr42 parental resistant line, SRS7973948) were downloaded27. The data were used for genome comparison through CGRD [https://github.com/liu3zhenlab/CGRD]28, identifying conserved and variable regions on the Ae. tauschii reference genome between the two genomes.
To assemble the sequence of the Lr42 locus, a low-depth (~10x) WGS Nanopore long reads of TA2450 were generated. Briefly, genomic DNAs were isolated from 12-day above-ground seedling tissues using a CTAB method56. A total amount of 2 µg TA2450 genomic DNA was used for the Oxford Nanopore library preparation. DNA was subjected to size selection using the BluePippin system (Sage Science, USA). The sequencing library was made using the ligation sequencing kit SQK-LSK109 (ONT, UK) and sequenced on a Nanopore PromethION sequencer (ONT, UK) at Wuhan Grandomics Biosciences co., ltd. The basecaller Guppy (version 4.2.2, Oxford Nanopore) [https://community.nanoporetech.com] was used to convert FAST5 raw data to FASTQ data with default parameters. WGS Nanopore reads were then aligned to the conserved regions close to the Lr42 gene and the full-length Lr42 gene sequence with minimap2 (2.21-r1071) [https://github.com/lh3/minimap2]57. Reads with confident alignments are considered from the Lr42 locus. Two sets of criteria were separately used to filter alignments to obtain confident alignments: (1) at least 8 kb matched sequence with at least 84% identity and less than 95% overhangs; (2) at least 12,000 kb matched sequence with at least 80% identity and less than 95% overhangs. Reads passing each set of alignment criteria were then separately assembled using flye (2.6) with the same parameters: “--min-overlap 1000 --asm-coverage 15 --genome-size 0.5 m --iterations 2” [https://github.com/fenderglass/Flye]58, resulting in two sets of contigs. Finally, both sets of contigs were manually checked and merged into a final assembly of the Lr42 locus.
Cloning the Lr42 region including the promoter and terminator
The sequence data of the final assembly of the Lr42 locus and WGS Illumina data were used to design primers for amplifying the Lr42 region with the promoter and the terminator. The Lr42 promoter region was predicted by the Softberry TSSP program (www.softberry.com). The Lr42 sequence with the promoter and the terminator was covered by two Lr42 fragments amplified with primer pairs of r42P_821F_F1/r42P_3725R and LR42_H1F/r42P_7872R_F1 (Supplementary Data 8). The two Lr42 fragments have a 133 bp overlap that provided homologous recombination sequences for the DNA fragment assembly. Primers r42P_821F_F1 and r42P_7872R_F1 (Supplementary Data 8) contained the EcoRI restriction enzyme site and the homologous sequence of the target vector pCR-Blunt (Invitrogen, USA). The EcoRI linearized pCR-Blunt vector and the two Lr42 fragments were fused using the enzyme premix in ig-Fusion™ cloning kit (Intact Genomic, USA, Cat.# 4111). The expression construct was validated by Sanger Sequencing (Genewiz, USA) and used for generating transgenic plants.
Activity assay of the Lr42 native promoter
The 2534 bp promoter fragment (containing TATA box) was amplified by PCR using a primer set Lr42p_BsaI_F containing a BsaI site and Lr42p_BamHI_R containing a BamHI site (Supplementary Data 8). The amplified fragment was digested with BsaI and BamHI, followed by ligation into BsaI/BamHI-digested vector pBI21 (Clontech, USA). This resulted in the Lr42p::GUS vector. The construct was verified by sequencing. Agrobacterium tumefaciens strain LBA4404 transformed with Lr42p::GUS plasmid was used to infiltrate wheat leaves as described by ref. 59. GUS histochemical analyses were performed at 48 h after agroinfiltration according to ref. 60. GUS expression driven by the Lr42 promoter was detected by RT-PCR using a primer set GUS_RT_F and GUS_RT_R (Supplementary Data 8) as described by ref. 60. The 18S rRNA gene was used as an internal control.
Transgenic plants
Immature embryos were isolated from a spring wheat (Triticum aestivum L.) cv. Bobwhite grown in a controlled environment with a 16-h photoperiod, and the day/night temperatures at 20/18 °C. The expression constructs and the pAHC20 vector55 containing the bar gene were co-bombarded with 1:1 ratio into selected embryogenic calli. A biolistic approach using a particle inflow gun and following tissue culture protocols were performed for transformation61,62. Recovered plants in soil were screened for herbicide resistance by brushing a 0.2% v/v Liberty (glufosinate) solution (Bayer CropScience, USA) on leaves. The putative herbicide-resistant plants with an absence of necrosis after 5 days of Liberty application were analyzed by PCR for the presence of the gene of interest using primers Ubi-F and Seq2R (Supplementary Data 8) for Ubip::Lr42 transgenic plants and Lr42_difBW_2F and Lr42-qRT_R6 (Supplementary Data 8) for Lr42p::Lr42 transgenic plants. The transgenic plants were grown for leaf rust bioassays.
EMS mutagenesis and screening
The method of TA2450 EMS mutagenesis treatment was described by ref. 31. In brief, 5300 seeds of TA2450 accession were soaked in 0.6% Ethyl methanesulfonate (EMS, Sigma-Aldrich, USA, Cat.# M0880-25G) for 8 h and then transplanted. The EMS-treated seeds and the plants grown from the EMS-treated seeds were in M0 generation, and M0 plants were self-pollinated to derive M1 seeds. The M1 seeds from a single M0 plant were collected as an M1 family. A single seed from each M1 family was randomly selected to generate M2 seeds, and the same procedure to generate M3 families. M3 seeds (n = 1320) were grown and inoculated with leaf rust race PNMRJ. Of the 1320 M3 families, 901 families had more than 16 seeds per family.
Virus induced gene silencing of Lr42
A Barley Stripe Mosaic Virus (BSMV)-based system developed by Yuan et al. was used for VIGS of Lr4263. BSMV vectors were shared by Lucy Stewart, USDA-ARS, Fort Detrick, MD. The primers (Lr42_BVIGS_P3_F1/R1, Supplementary Data 8), fused with Ligation Independent Cloning (LIC) sites, were designed to specifically amplify a 201 bp sequence of the Lr42 allele. The PCR amplicon was cloned into a BSMVγ-LIC vector to generate BSMVγ-Lr42 construct63. BSMVγ-Lr42 was transformed into Agrobacterium GV3101 via electroporation and grown on LB plates containing 25 µg/ml rifampicin (Sigma-Aldrich, USA, Cat.# R7382-5G) and 50 µg/ml Kanamycin (Fisher Scientific, USA, Cat.# BP960-5). BSMVγ-LIC, BSMVγ-Lr42, BSMVα and BSMVβ Agrobacterium cultures were grown separately overnight at 28 °C. Cultures were resuspended to OD600 of ~0.7 in the infiltration buffer (10 mM MgCl2 (Sigma-Aldrich, USA, Cat.# M2393-100G), 10 mM 2-(N-morpholino)-ethanesulfonic acid (MES) (pH 5.2) (Sigma-Aldrich, USA, Cat.# M2933-100G), and 0.1 mM acetosyringone (Sigma-Aldrich, USA, Cat.# D134406-5G) and incubated at room temperature for 4 h. Equal volumes of BSMVα, BSMVβ, and BSMVγ-Lr42 (or BSMVγ-LIC) cultures were mixed and infiltrated into three to four leaves of Nicotiana benthamiana plants using 1 ml needleless syringe. Infiltrated plants were maintained in the growth chamber. After 7 days post infiltration, 1 g of infiltrated leaf tissue was ground in 3 ml of ice cold 1x PBS containing 1% celite (Sigma-Aldrich, USA, Cat.# 20199-U) using a mortar and pestle. The sap containing viral particles were rub inoculated onto two-leaf stage seedlings of Ae. tauschii TA2450. After 2 weeks of viral inoculations, plants were infected with race PNMRJ as described above. At 14 days post rust inoculations, disease scores were recorded, and leaf samples were collected for gene expression analysis of Lr42.
Gene expression analysis of Lr42 in VIGS samples
Total RNA was extracted using a Direct-Zol kit as per manufacturer’s recommendation (Zymo Research, USA, Cat.# R2051). After DNase treatment with DNase I (New England Biolabs, USA, Cat.# M0303S), cDNA synthesis was performed using AzuraQuant cDNA synthesis kit (Azura genomics, USA, Cat.# AZ-1995). Lr42 expression was monitored by performing qRT-PCR using the gene-specific primers amplifying the sequence outside the targeted region (LR42_qPCR_F1/R1, Supplementary Data 8). qRT-PCR was performed in 10 µl reaction volume containing 2 µl of 3X diluted cDNA, 5 µl of 2X AzuraView GreenFast qPCR Blue Mix LR (Azura genomics, USA, Cat.# AZ-2301) and 400 nM of each of forward and reverse primers. Thermal cycler profile included 95 °C for 2 min and 40 cycles of 95 °C for 5 s and 60 °C for 40 s. Reactions were performed with three technical replicates. The RL1 gene amplified by RLI_F1/R1 (Supplementary Data 8) was used as the reference gene for normalizing gene expression data64. Primer efficiencies for the target and reference genes were in the range of 100–110%, therefore, gene expression data were analyzed using the \(\Delta \Delta\)CT method28,65. Three biological replicates were used for expression analysis.
Lr42-specific GBS tags and identification of Lr42+ and Lr42− CIMMYT wheat lines
Both GBS data of Ae. tauschii accessions32 and GBS data of CIMMYT lines34 were used to identify Lr42-specific GBS tags that are associated with the Lr42 segment from the Ae. tauschii donor TA2450. All GBS tags of TA2450 were aligned to the Ae. tauschii reference genome (v4.0)25. GBS tags that are located at the Lr42 locus (~1 Mb upstream and downstream of the gene) and detected in less than 100 Ae. tauschii lines out of all Ae. tauschii collections at WGRC were considered to be associated with the Lr42 segment. From the CIMMYT pedigree, 5121 CIMMYT lines that were genotyped were involved in the introgression of the Lr42 segment from TA2450. Given missing data of GBS tags, we expect that each GBS tag that is specifically associated with the Lr42 segment should be detected in less than 5000 lines. With that consideration, we obtained 14 Lr42-specific GBS tags (Supplementary Table 2), which were used to identify Lr42+ and Lr42− wheat lines.
From the CIMMYT pedigrees, 5121 CIMMYT lines that were GBS genotyped could have the introgression of the Lr42 segment from TA2450. The wheat lines carrying at least five Lr42-specific GBS tags were categorized as Lr42+, the lines harboring the Lr42 segment. The wheat lines with no Lr42-specific GBS tags detected but with at least 0.2 million total GBS tags were categorized as Lr42-, the lines without the Lr42 segment. All other lines were not classified.
Phenotypic comparison between Lr42+ and Lr42− CIMMYT lines
Seedling plant responses of CIMMYT lines to leaf rust race MBJ/SP35 were obtained using the original disease rating scale of 0–4 and converted to a 0–9 scale for the purpose of quantitative comparison using the conversion formula described in ref. 66. The adult plant scoring was conducted using severity (0–100%, modified Cobb Scale). Seedling leaf rust responses were phenotyped in CIMMYT’s greenhouses in El Batán and adult plant leaf rust responses were phenotyped in field trials at two locations, Ciudad Obregón and El Batán, in Mexico. Analysis of variance was performed to test the differential adult plant responses to leaf rust in two locations. T-tests were performed on seedling rust infection types and grain yield related traits, such as test weight and thousand kernel weight, evaluated as described by ref. 34.
Haplotype analysis
Genomic DNAs of leaf tissues from 35 Ae. tauschii accessions in the minicore collection from WGRC were extracted using 2% cetyltrimethylammonium bromide (Sigma-Aldrich, USA, Cat.# H6269-250G)67. DNAs were used to survey sequences of Lr42 haplotypes. Lr42 alleles/homologs were amplified with the primers Lr42_H1F and Lr42_H1R (Supplementary Data 8) using Q5® High-Fidelity DNA Polymerase (New England Biolabs, USA, Cat.# M0491L) with High GC Enhancer. The PCR thermocycling conditions were initial denature at 98 °C for 3 min, 33 cycles of 98 °C for 8 s, 63 °C for 30 s, and 72 °C for 3 min, followed by a final extension at 72 °C for 5 min. PCR products were purified by using QIAquick Gel Extraction Kit (Qiagen, Germany, Cat.# 28706), and sequenced by Genewiz Sanger sequencing service. Sequencing reads were de novo assembled using Geneious software (version 8.1.7) [https://www.geneious.com]. The command cd-hit-est from the software CD-HIT (4.8.1) [https://github.com/weizhongli/cdhit] was used to cluster Lr42 allelic homologs with default parameters68. The allele selected by cd-hit-est to represent each cluster was considered to be the haplotype sequence.
Phylogenetic analysis
ClustalW in the Geneious (version 8.1.7) was used for multiple alignment and phylogenetic construction. Multiple alignments were performed using the default setting. Phylogenetic trees were built with the Juke-Cantor model and the Neighbor-joining method. Trees were exported as Newick formatted flat files that were then uploaded to iTOL for plotting69.
Nucleotide diversity
Nucleotide diversity of the 12 Lr42 alleles was calculated by an R package, PopGenome [https://cran.r-project.org/web/packages/PopGenome]70. Nucleotide diversity was calculated for windows with 50 bp and slided by the step of 10 bp.
Identification of clusters of Lr42 homologs
Clusters of Lr42 homologs were identified with BLAST (version 2.2.30+) [https://blast.ncbi.nlm.nih.gov]71. First, the Lr42 resistance allele was aligned to the genomes of Brachypodium (GCF_000005505.3 Brachypodium distachyon v3.0)49, Barley (GCA_901482405.1_ Morex_v1.0)72, Triticum dicoccoides wild emmer (GCA_002162155.2 WEW v2.0)73, Triticum turgidum subsp. durum (GCA_900231445.1 Svevo.v1)74, Ae. tauschii (Aet v4.0)25, and T. aestivum cv. CS (iwgsc_refseqv1.0)75. Homologs were identified if an alignment had the E-value smaller than 1e−100 and the matched length of the query (Lr42) was longer than 1 kb. Second, a chromosome interval smaller than 2 Mb with at least 2 homologs was identified as a Lr42 cluster. Alignments of the Lr42 resistant allele and homologs in each cluster were plotted using Circos [http://circos.ca]76.
RNA extraction and RT-PCR of transgenic plants
Leaf tissue from Ae. tauschii and transgenic wheat were collected, and RNA was extracted using the RNeasy Plant Mini Kit (Qiagen, Germany, Cat.# 74904). cDNA was synthesized with Verso cDNA Synthesis Kit (Thermo Scientific, USA, Cat.# AB1453A). The cDNA input for each sample was normalized by the housekeeping gene actin amplified with primers actin_F1 and actin_R1 (Supplementary Data 8) for 25 cycles. The Lr42 resistant and susceptible alleles were amplified with primers Lr42-qRT-F5/R5 and lr42_1F/R (Supplementary Data 8) for 28 cycles. The OneTaq 2x Master Mix (New England Biolabs, USA, Cat.# M0482S) was used in the RT-PCR. The thermocycling conditions were initial denature at 94 °C for 2 min, 25 or 28 cycles of 94 °C for 30 s, 53 °C for 30 s, and 68 °C for 30 s, followed by a final extension at 68 °C for 5 min. The 10 ul of PCR products were loaded to the 1% agarose (Fisher Scientific, USA, Cat.# BP1356-500) gel, and the GeneRuler 1 kb DNA Ladder (Thermo Scientific, USA, Cat.# SM0314) was used as a molecular marker.
Quantification of gene expression in transgenic plants by qRT-PCR
Leaf tissue was sampled at 12 days after inoculation for RNA extraction using the RNeasy Plant Mini Kit (Qiagen, Germany, Cat.# 74904). Verso cDNA Synthesis Kit (Thermo Scientific, USA, Cat.# AB1453A) was used for cDNA Synthesis. The cDNA was input in 10 ul reaction for quantitative PCR (qPCR) using IQ SYBR Green Supermix (Bio-rad, USA, Cat.# 1708882) on the CFX96 Touch Real-Time PCR Detection System (Bio-rad, USA). Primers Lr42-qRT_F6 and Lr42-qRT_R6 (Supplementary Data 8) were used for Lr42, and primers actin_F1 and actin_R1 (Supplementary Data 8) were used for the actin gene as the control. The thermocycling conditions were initial denature at 95 °C for 3 min, 40 cycles of 95 °C for 10 s, 60 °C for 30 s. The \(\Delta \Delta\)CT method was used to determine the relative expression of Lr4228,65.
Quantification of genomic copy number of the Lr42 transgene
Genomic DNAs of single plants were extracted from leaf tissue using DNeasy Plant Mini Kit (Qiagen, Germany) and quantified using Qubit 1X dsDNA High Sensitivity Assay kit (Invitrogen, USA, Cat.# Q33230). Total 10 ng genomic DNA was input for qPCR using IQ SYBR Green Supermix (Bio-rad, USA, Cat.# 1708882) on the CFX96 Touch Real-Time PCR Detection System(Bio-rad, USA) following the manufacturer’s instructions. Primers Lr42_difBW_3F and Lr42-qRT_R6 were used for Lr42, and primers actin_F1 and actin_R1 were used for the actin gene (Supplementary Data 8). Similar to the analysis of qRT-PCR, the actin gene was used as the control to determine the DNA level of the Lr42 transgene in transgenic lines and other control lines, including the Thatcher line that carries Lr42 (Thatcher-Lr42)77. The Lr42 DNA level of each line was then normalized to the Lr42 copy number relative to Thatcher-Lr42, which was considered to carry one copy of Lr42 in the 3x wheat genome because the Lr42 was introduced by crossing with an Lr42 line and maintained as the Lr42 homozygous line.
Conserved domain and repeats annotation
Protein and DNA sequences were submitted to NCBI for conserved domain search78. LRR was searched by a web-based LRR search tool with additional manual examination79.
Development of Lr42 diagnostic markers on the Lr42 gene
Multiple alignment of Lr42 alleles from the Ae. tauschii minicore set identified a unique region (~140 bp) in the LRR (Lr42-unique-segment) from the Lr42 resistant allele. We attempted to design diagnostic markers on the Lr42 gene across this region. First, the Lr42 sequence of the unique region was aligned to all Lr42 homologs in the reference genomes of Ae. tauschii, wild emmer, durum wheat, CS, Barley, and Brachypodium. The top hit was a homolog (1D:7381846-7384626) in CS. The top hit sequence carries two SNPs with the Lr42 unique sequence. Outside this highly similar region, high polymorphisms were found between Lr42 and the homolog 1D:7381846-7384626. The sequence of the second best hit has 19 SNPs, confirming that the Lr42-unique-segment is not common in diverse genomes. Based on this finding, for each KASP assay, we designed a Lr42 specific primer on the Lr42-unique-segment, and a primer on a homolog from the cluster of Lr42 homologs on CS 1D. The common primer paired with them was designed on a conserved region between Lr42 and the homolog. The primer pair that amplifies the Lr42 homolog could potentially amplify a paralog in Ae. tauschii genomes. Therefore, in most populations, the assay is considered to be a dominant marker for detection of the Lr42 resistant allele.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Data availability
The BSR-Seq sequencing data generated in this study have been deposited in the Sequence Read Archive (SRA) database under accession PRJNA604114, and Nanopore whole genome sequencing data of TA2450 under accession PRJNA769399. The sequence of the Lr42 resistance allele was deposited in GenBank under accession OK430880. Source data are provided with this paper.
Code availability
Related scripts are available at GitHub (https://github.com/PlantG3/Lr42) or Zenodo (https://zenodo.org/badge/latestdoi/414748290).
References
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Acknowledgements
Funding was provided by the Kansas Wheat Commission award (no. KWC2020-08) to S.L.; the NSF award (no. 1238313) to B.G.; and the NSF award (no. 1822162) to J.P. Additional funding to support this project includes the USDA NIFA awards (nos. 2018-67013-28511 and 2021-67013-35724) to S.L., the NSF awards (nos. 1741090 and 2011500) to S.L., the NSF award (no. 1943155) to N.R. and V.K.T., and the USDA NIFA awards (nos. 2020-67013-32558 and 2020-67013-31460) to N.R. and V.K.T. We thank Dr. Christopher Toomajian for the discussion, Dr. Alina Akhunova from the Integrative Genomics Facility at Kansas State University for preparation of RNA-Seq libraries, John Raupp for maintaining and sharing Ae. tauschii accessions, Shuangye Wu for DNA extraction and genotyping, Dr. Hongliang Wang for Lr42 genotyping of wheat populations, Andrew Fan Bai for peeling Ae. tauschii seeds, and Taylor Schulden for rust inoculation and phenotyping. This is contribution 20-131-J from the Kansas Agricultural Experiment Station, Manhattan, Kansas.
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B.G. and S.L. conceptualized experiments; G.L., H.C., and S.K.S. conducted molecular experiments; G.L., S.K.S., D.L.W., H.S., and R.L.B. developed mapping population and performed disease phenotyping; B.T., H.L., and H.N.T. performed transformation; L.S., N.R., V.K.T., and A.W.S. performed the VIGS experiment and helped mutant screening; M.J.G. and G.B. validated KASP markers; G.L., J.X., P.J., N.R., V.K.T., N.S., S.S., J.P., R.L.B., and S.L. analyzed data; P.J., R.P.S., and J.P. provided genotyping and phenotyping data of CIMMYT lines; G.L., R.L.B., G.B., B.G., and S.L. wrote the manuscript; all authors reviewed and revised the manuscript.
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S.L. is the co-founder of Data2Bio, LLC. Other authors claim no competing interest.
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Lin, G., Chen, H., Tian, B. et al. Cloning of the broadly effective wheat leaf rust resistance gene Lr42 transferred from Aegilops tauschii. Nat Commun 13, 3044 (2022). https://doi.org/10.1038/s41467-022-30784-9
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DOI: https://doi.org/10.1038/s41467-022-30784-9
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