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Open Access

Peer-reviewed

Research Article

Collinearity Analysis and High-Density Genetic Mapping of the Wheat Powdery Mildew Resistance Gene Pm40 in PI 672538

  • Shengfu Zhong ,

    Contributed equally to this work with: Shengfu Zhong, Lixia Ma

    Affiliations State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China, State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China

    ⨯
  • Lixia Ma ,

    Contributed equally to this work with: Shengfu Zhong, Lixia Ma

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Syeda Akash Fatima,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Jiezhi Yang,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Wanquan Chen,

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China

    ⨯
  • Taiguo Liu,

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China

    ⨯
  • Yuting Hu,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Qing Li,

    Affiliations State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China, Department of Biology and Chemistry, Chongqing Industry and Trade Polytechnic Institute, Fuling District of Chongqing, China

    ⨯
  • Jingwei Guo,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Min Zhang,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Li Lei,

    Affiliation Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, United States of America

    ⨯
  • Xin Li,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Shengwen Tang,

    Affiliation State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China

    ⨯
  • Peigao Luo

    lpglab@sicau.edu.cn

    Affiliations State Key Laboratory of Plant Breeding and Genetics, Sichuan Agricultural University, Chengdu, Sichuan, China, State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China

    ⨯

Abstract

The wheat powdery mildew resistance gene Pm40, which is located on chromosomal arm 7BS, is effective against nearly all prevalent races of Blumeria graminis f. sp tritici (Bgt) in China and is carried by the common wheat germplasm PI 672538. A set of the F1, F2 and F2:3 populations from the cross of the resistant PI 672538 with the susceptible line L1034 were used to conduct genetic analysis of powdery mildew resistance and construct a high-density linkage map of the Pm40 gene. We constructed a high-density linkage genetic map with a total length of 6.18 cM and average spacing between markers of 0.48 cM.Pm40 is flanked by Xwmc335 and BF291338 at genetic distances of 0.58 cM and 0.26 cM, respectively, in deletion bin C-7BS-1-0.27. Comparative genomic analysis based on EST-STS markers established a high level of collinearity of the Pm40 genomic region with a 1.09-Mbp genomic region on Brachypodium chromosome 3, a 1.16-Mbp genomic region on rice chromosome 8, and a 1.62-Mbp genomic region on sorghum chromosome 7. We further anchored the Pm40 target intervals to the wheat genome sequence. A putative linear index of 85 wheat contigs containing 97 genes on 7BS was constructed. In total, 9 genes could be considered as candidates for the resistances to powdery mildew in the target genomic regions, which encoded proteins that were involved in the plant defense and response to pathogen attack. These results will facilitate the development of new markers for map-based cloning and marker-assisted selection of Pm40 in wheat breeding programs.

Citation: Zhong S, Ma L, Fatima SA, Yang J, Chen W, Liu T, et al. (2016) Collinearity Analysis and High-Density Genetic Mapping of the Wheat Powdery Mildew Resistance Gene Pm40 in PI 672538. PLoS ONE 11(10): e0164815. https://doi.org/10.1371/journal.pone.0164815

Editor: Dragan Perovic, GERMANY

Received: April 7, 2016; Accepted: October 1, 2016; Published: October 18, 2016

Copyright: © 2016 Zhong et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Data Availability: All relevant data are within the paper and its Supporting Information files.

Funding: We are grateful for the financial support of the National Natural Science Foundation of China (No. 31571661), the Specific Foundation of Agronomy (No. nyhyzx3-15, 201303016), the Bureau of Science and Technology of Fuling of Chongqing (FLKJ-2015ABB1048), and the Ministry of Science and Technology, China (2013CB127701). The funders had no role in the study design, data collection and analysis, the decision to publish, or the preparation of the manuscript.

Competing interests: The authors have declared that no competing interests exist.

Introduction

Powdery mildew, which is caused by Blumeria graminis f. sp tritici (Bgt), is a globally destructive disease of common wheat (Triticum aestivum L.). This disease often causes large yield and quality losses. Chemical methods are widely used to combat the disease, but identifying new genes in resistant cultivars and deploying those genes in breeding programs would facilitate the development of environmentally safe and effective methods of disease control. New resistance genes must be identified for resistance breeding in wheat. Approximately 79 formally designated powdery mildew resistance alleles have been identified in 50 loci in wheat (Pm1-Pm54, Pm18 = Pm1c, Pm22 = Pm1e, Pm23 = Pm4c, Pm31 = Pm21, Pm48 = Pm46) [1–7]. However, many resistance genes often become ineffective due to the enrichment and variation of virulent races, particularly if a single gene is used in large areas and for long periods of time [8]. Therefore, the screening and identification of effective resistance genes and the development of multiple-resistance cultivars are important tasks in wheat breeding.

Alien gene transfer is an extremely efficient approach to increasing the genetic diversity of disease resistance in common wheat. For example, Pm1b in line MocZlatka and Pm1d in accession TRI 2258, located on chromosome 7A, were transferred from T. monococcum and T. spelta to common wheat, respectively [3]. Pm5a, located on chromosome 7BL, appears in the variety Hope, which was used extensively as a parent in wheat breeding programs [9]. The dominant allele Pm4a, which is located on chromosome 2AL in variety Chancellor [10], and Pm50, which is also located on chromosome 2AL, were transferred from T. dicoccum to common wheat [11]. Several resistance genes have been identified from T. dicoccoides, including Pm16, Pm26, Pm30, Pm36, Pm41 and Pm42 [12–17]. In addition, more distantly related species, such as Secale cereale, Haynaldia villosa and Thinopyrum intermedium, are valuable components of the wheat gene pool [18–20].

The wheat line YU25, produced from a wide cross of wheat cultivar CM107 and octoploid Trititrigia TAI7047 (Taiyuan 768/ Thinopyrum intermedium//76), exhibits strong resistance against wheat powdery mildew. Genetic analysis demonstrated that the resistance to wheat powdery mildew in YU25 was controlled by the genes PmE and PmYU25, which are located on chromosomes 7B and 2D, respectively [21]. Finally, we also examined a homogenous wheat line, GRY 19, which only contains PmE, which was preliminary mapped on chromosome arm 7BS by five SSR (simple sequence repeat) markers and formally named Pm40, the first reported wheat powdery mildew resistance allele transferred from Th intermedium [22]. PmYU25 was originally assigned to 2DL but was mapped on 2BS and named PmL962 using the SSR and EST-STS markers and Chinese Spring nullisomic-tetrasomic methods [23]. From agronomical traits and application standpoints of view, we developed the following four spring wheat lines: L658 (PI 672537), L693 (PI 672538), L696 (PI 672539), and L699 (PI 672540). These lines exhibited excellent agronomic traits, including yield and resistance to Fusarium head blight conferred by FhbL693a and FhbL693b [24], to stripe rust conferred by YrL693 [25] and to powdery mildew conferred by Pm40 [22, 23, 26, 27]. Though the pedigree of PI 672538 includes Th. intermedium, there is no obvious evidence to demonstrate that Pm40 was directly originated from Th. intermedium [22]. For standpoint of the application, the origination of resistance genes is not interesting thing for breeders.

To accelerate the application of Pm40 in wheat breeding programs, we have explored the underlying molecular mechanism of resistance to powdery mildew as conferred by the host gene Pm40, including studying the physiological changes and gene expression profile of Pm40 during host-pathogen interaction [27]. Although we have constructed genetic linkage maps of Pm40, the exact gene location is still unclear, and gene-based markers, such as EST-STS markers, for molecular marker-assisted selection remain elusive. For using Pm40 in common wheat breeding programs, the construction of a high-density genetic map is essential.

Newly emerged mildew isolates have rendered ineffective many race-specific Pm genes, including Pm2, Pm2a, Pm5, Pm6, and Pm8, that were previously successfully applied in wheat resistance breeding programs in China [28]. Pm21 still exhibits strong resistance to powdery mildew and is the most commonly employed powdery mildew resistance gene in Chinese breeding programs [19], but new isolates that are highly virulent to Pm21 have been reported [29,30]. However, Pm40 confers strong resistance to powdery mildew in the field of both Henna and Sichuan Provinces of China [21,25–26]), and this gene is effective against nearly all isolates collected from the main wheat growing regions of China [23]. Thus, Pm40 may be widely used in future Chinese breeding programs as an alternative to Pm21, necessitating the identification and prioritization of molecular markers closely associated with Pm40 by marker-assisted selection is an important task.

Comparative genomics analysis is also useful for the development of new molecular markers linked to targeted genes. Comparative genomics analysis has been applied in hexaploid wheat, which has a large genome and numerous repetitive DNA sequences and lacks assembled reference genome sequences [31]. The ESTs can not only be developed into EST-sequence-tagged site (STS) markers and used to construct high-density maps but can also be used in comparative genomics analysis with the available genome sequences of rice (International Rice Genome Sequencing Project 2005), sorghum [32], and Brachypodium distachyon (The International Brachypodium Initiative 2010). The International Wheat Genome Sequencing Consortium (IWGSC) published a chromosome-based draft of common wheat genomic sequence that makes it possible to search the wheat genome of the regions containing Pm40 combined with comparative genomics analysis [33]. Via comparative genomics analyses, several disease resistance genes in wheat have been used in map-based cloning, such as Lr34/Yr18/Pm38 [34] and the stripe rust resistance gene Yr36 [35].

In this research, to achieve the eventual objective of marker-assisted selection and map-based cloning, we studied the inheritance of Pm40, constructed a high-density genetic linkage map of Pm40, performed comparative genomics analysis of the regions of Pm40 in PI 672538, and obtained 9 candidate genes related to powdery mildew resistance.

Materials and Methods

Ethics Statement

All the field experiments were permitted by Sichuan Agricultural University (SICAU) and only tested in the experimental plots owned by SICAU. Collecting and inoculating Bgt races did not involve endangered or protected species.

Plant Materials

Two wheat lines, the powdery mildew resistant line PI 672538 [26] that carries the Pm40 gene without PmL962 [27] and the susceptible line L1034, were selected from the F7 populations of a cross between the susceptible line MY11 and the resistant line YU25. Powdery mildew resistance in YU25 is putatively derived from Th. intermedium [36,37]. A set of 46 F1 plants, 601 F2 populations and 579 F2:3 lines from a cross of PI 672538/L1034 were used to conduct genetic analysis of the response to powdery mildew and construct a high-density linkage map of the Pm40 gene.

Powdery Mildew Evaluations

The prevailing local isolate Bgt15, collected from Yaan City, Sichuan province, was used to inoculate the parents and the genetic populations by dusting conidia at a density of 100–140 conidia/mm2. The Bgt15 was avirulent on materials carrying the Pm40 gene and virulent on MY11 [22]. The wheat seedlings were sown in pots (3 cm diameter) in a growth chamber (Microclima MC1750E, Snijders Scientific, Tilburg, Holland) under controlled conditions with a 14-h light period at 22°C and a 10-h dark period at 18°C for the day/night cycle. Wheat plants were inoculated with Bgt15 at three-leaf stage seedlings. The same five-week-old seedlings were transplanted on the field to reassess the responses to powdery mildew. Twenty-five hybrid seedlings were planted in a randomized design in 2.5-m rows with 30-cm spacing. The infection types were classified using a rating scale of 0 to 4 [38]. The infection types produced on plants or lines were recorded 3 times over a one-week interval after inoculation.

DNA Extraction and Bulked Segregant Analysis

Genomic DNA was extracted from seedling leaves using a previously described CTAB protocol [39]. A mixture of equal amounts of bulked DNA from 10 homozygous resistant and 10 homozygous susceptible F2 individuals (genotypes based on the reactions of the F2:3 lines) was used for bulked segregant analysis (BSA) [40]. The polymorphic markers between the resistant and susceptible parents and the bulked DNA were chosen to genotype the F2:3 lines to construct the linkage map of Pm40.

Polymerase Chain Reaction (PCR)

For the initial polymorphic marker survey, gwm [41] and wmc [42] SSR markers located on the wheat chromosome 7B according to a previously constructed consensus map [43] were selected and used in BSA to screen for markers linked to the resistance gene. PCR (25-μl volume) was performed in a PTC-200 thermocycler (MJ Research, Watertown, MA, USA). SSR analysis was performed following a previously described procedure [41] with minor modifications. Each PCR mixture contained each SSR primer at a concentration of 200 nmol/L, 0.2 mmol/L dNTPs, 1.5 mmol/L MgCl2, 1 unit of Taq polymerase, and 60 ng of template DNA. PCR was performed following a previously described program [23]. Then, 4 μL of each PCR product was mixed with 2 μL of loading buffer and loaded onto a 6% non-denaturing polyacrylamide gel for separation and visualization by silver staining [44].

Development of EST-STS Markers

To increase the marker density of the map, we chose other published SSR markers located on chromosome 7BS that co-segregated with the resistance locus in BSA, but other SSR markers were tested that were not linked with Pm40. Based on the published locations of the six linked SSR markers on wheat chromosome 7BS, the Pm40 genetic map region was located on the wheat C-7BS-1-0.27 bin map [45]. A total of 67 EST-STS markers were developed based on ESTs mapped on chromosome deletion 7BS bin 1–0.27 using the software primer3 [46]. These markers were employed to screen polymorphisms between the resistant and susceptible bulked DNA to construct a high-density genetic map and identify orthologous genomic regions.

High-Density Genetic Linkage Map Construction

We performed Chi-squared (χ2) tests for goodness-of-fit of the segregation data with theoretically expected segregation ratios of 1:2:1 or 3:1 using Sigmaplot 2001 software (SPSS Inc., Chicago, IL, USA). Recombination fractions were converted to map distances (cM) using the Kosambi mapping function [47]. Loci exhibiting no significant deviations (P > 0.05) were used in the linkage analysis. Linked molecular markers and the Pm40 locus were determined using JoinMap 4.0 with a LOD threshold of 3.0.

Comparative Genomics Analysis

The polymorphic EST-STS markers between PI 672538 and L1034 as well as the resistant and susceptible bulked DNA were used to identify orthologous gene pairs. The markers linked with Pm40 and corresponding EST sequences were analyzed by BLASTn at a 10−5 threshold probability against the genome sequence databases of Brachypodium distachyon, Oryza sativa japonica and Sorghum bicolor. After putative highly conserved gene pairs were obtained, we continued to perform tBLASTx to conduct comparative genomic analysis of the genomic regions on both sides of orthologous gene pairs among Brachypodium distachyon, Oryza sativa japonica and Sorghum bicolor. Genomic regions with s high level of collinearity were identified as orthologous genomic regions containing the Pm40 locus and polymorphic EST-STS markers. Furthermore, the sequences of those genes in three genomic regions were used as queries for BLASTn at a 10−5 probability threshold and minimum of 100 bp match length against a chromosome-based draft of the wheat genomic sequence “Assembly_MIPSv2REF_Bgenome_cleaned_rep-masked” from IWGSC (http://www.wheatgenome.org/). Then, the contigs with the best hit were employed for searching the remaining non-homologous genes via IWGSC genomic annotation. Functional annotation of genes was performed using the software Blast2GO 3.30. Genomic locations were determined in silico using the software Circos 0.6.4.

Results

Inheritance of Resistance to Powdery Mildew in PI 672538

The results of resistance identification confirmed that PI 672538 was resistant and L1034 was susceptible to powdery mildew at both the seedling stage and in adult plants (Fig 1). In total, 46 F1 plants, 601 F2 populations and 579 F2:3 lines from PI 672538/L1034 crosses were inoculated with Bgt15. The F1 plants were resistant, with responses similar to that of PI 672538. Thus, the resistance was dominant. The F2 population segregated as 450 resistant and 151 susceptible. The F2:3 lines segregated as 144 resistant, 145 susceptible, and 290 segregating in response to Bgt15 (Table 1). These data fit the single Mendelian locus ratio (χ2 3:1 = 0.005, P>0.05; χ2 1:2:1 = 0.005, P>0.05), indicating that PI 672538 powdery mildew resistance is controlled by a single dominant gene.

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Fig 1. Powdery Mildew Responses on Infected Leaves of Parental Lines.

(A) and (B), Infected leaves of PI 672538/L1034 in the growth chamber 14 days (A) and 21 days (B) after inoculation with Bgt15. (C) and (D), Infected leaves of PI 672538/L1034 in the field 21 days after inoculation with Bgt15 in the years 2013 (C) and 2014 (D).

https://doi.org/10.1371/journal.pone.0164815.g001

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Table 1. Phenotypes of F1, F2, and F2:3 Populations Obtained from PI 672538/L1034 with the Bgt15 Isolate.

https://doi.org/10.1371/journal.pone.0164815.t001

Identification of Microsatellite Markers Linked with Pm40

The Pm40 gene was previously mapped to wheat chromosome 7BS. Thus, 87 published SSR markers mapped to wheat chromosome 7BS were chosen to map the Pm40 gene. A total of 9 (10.3%) of 87 microsatellite markers were polymorphic between PI 672538 and L1034. Of these, 6 markers, Xwmc364, Xwmc335, Xwmc476, Xgwm297, Xwmc662 and Xgwm43, were linked with Pm40 after genotyping the resistant and susceptible F2 bulked DNA.

Identification of EST Markers and Construction of a Genetic Pm40 Linkage Map

Of 67 EST-STS markers developed from sequences mapped on the chromosome 7B deletion, 7 EST markers were polymorphic between the PI 672538 and L1034 as well as the resistant and susceptible bulked DNA. The sequences of the EST-STS markers linked with Pm40 are presented in Table 2. The linked EST-STS and previous SSR markers were used to genotype the F2:3 populations. The relationship between the Pm40 gene and the marker genotypes is presented in S1 Table Each marker locus segregated in 1:2:1 or 3:1 ratios. A linkage map spanning chromosome arm 7BS was constructed (Fig 2B). In total, 13 polymorphic markers and Pm40 were located on the genetic map. The map spans 6.18 cM with an average distance of 0.44 cM between markers. Pm40 is narrowly flanked by the markers Xwmc335 and BF291338 with distances of 0.58 and 0.26 cM located in deletion bin C-7BS-1-0.27 (Fig 2A).

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Fig 2. The Genetic and Comparative Genomic Linkage Maps of the Wheat Powdery Mildew Resistance Gene Pm40.

(A) Physical map of wheat chromosome 7B. (B) Genetic linkage map of Pm40. (C) The orthologous genes on Brachypodium distachyon chromosome 3. (D) The orthologous genes on Oryza sativa japonica chromosome 8. (E) The orthologous genes on Sorghum bicolor Chromosome 7. (F) The wheat contigs and genes anchored between the flanking markers on chromosome 7BS. The red line indicates that the Pm40 genetic map region was included in the wheat C-7BS-1-0.27 bin map. The blue line indicates that the genomic regions of the 1.09-Mb Brachypodium distachyon chromosome 3, 1.10-Mb Oryza sativa japonica chromosome 8, and 1.62-Mb Sorghum bicolor chromosome 7 were homologous with the wheat genetic map region between loci BE423064 and BE446359/ BF291338.

https://doi.org/10.1371/journal.pone.0164815.g002

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Table 2. Sequences of the EST-STS Markers Closely Linked with Pm40.

https://doi.org/10.1371/journal.pone.0164815.t002

Comparative Genomic Analysis and Identification of Candidate Genes

The sequences of 7 EST-STS polymorphic markers flanking Pm40 were used as queries to search for orthologs in rice, sorghum and Brachypodium genomic sequences. The 3 markers BE423064, BE446359, and BF291338 are homologous to Bradi3g40350, Bradi3g41590, Bradi3g41750 of Brachypodium; Os08g0521400, Os08g0538300, Os08g0540100 of rice; and Sb07g025790 of sorghum (Table 3). Based on these 3 orthologous gene pairs, the orthologous genomic regions containing Pm40 and 3 markers in Brachypodium, rice, and sorghum were identified (S2 Table). The relationships between the 3 markers and their orthologous regions are presented in Fig 2B–2E. A high level of genomic collinearity was observed between rice sorghum and Brachypodium. Comparative genomic analysis established the collinearity of the Pm40 genomic region with a 1.09-Mbp genomic region harboring 148 genes on chromosome 3 in Brachypodium, a 1.16-Mbp genomic region harboring 119 genes on chromosome 8 in rice,the orthologous gene order was highly conserved among these species (S1 Fig). As such, all of these genes were employed to search and sort the orthologs in wheat chromosome 7BS. Among this 2.92cM region of wheat, a total of 87 loci (76 IWGSC predicted genes and 11 unpredicted) distributed among 85 contigs were identified between markers BE423064 and BE446359 (S3 Table). Then, these 0.6-Mbp contigs putatively carrying Pm40 were employed to identify the genes that were not orthologous with the other 3 species. An additional 10 genes were identified in these contigs.

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Table 3. Blast Search Results for 3 EST Sequences against Orthologous Regions of the Brachypodium distachyon, Oryza sativa japonica and Sorghum bicolor Genomes.

https://doi.org/10.1371/journal.pone.0164815.t003

In total, 97 genes were assigned to this region (Fig 2F). The putative functions of these genes are shown in S4 Table. Among them, 82 genes were annotated from the NCBI database through BLASTx search at a 10−5 probability threshold. Sixteen out of 82 genes were referred to as ‘‘hypothetical protein” or ‘‘predicted protein”. Nine genes showed the functional annotations that were involved in the disease resistant mechanisms (Table 4). Three out of 9 genes domains include disease resistance proteins RGA1 and RPM1 respectively, which were both annotated as belonging to the Nucleotide Binding Site (NBS)-Leucine Rich Repeats (LRR) class. The remain 6 genes were involved in mechanisms of plant defense and response to environmental stresses such as wounding and pathogen attack, including one of hypothetical proteins related in defense response to fungus (GO: 0050832). These 9 genes could be considered as candidates for the resistances to powdery mildew in target genomic regions.

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Table 4. Wheat genes involvement in the disease resistant identified at the Pm40 target intervals.

https://doi.org/10.1371/journal.pone.0164815.t004

Discussion

The Contribution of the EST-STS Markers to the Construction of the High-Density Genetic Map

To get the candidate resistance genes, constructing a high-density genetic map is essential. ESTs provide abundant information for gene expression profiling. The large number of localized ESTs allows EST-STS markers to be applied in the construction of a high-density genetic map [46]. In contrast to SSR markers, EST-STS markers reflect functional differences in genes and are useful for conducting comparative genomic analyses [48]. Pm40 was previously located by only five SSR markers encompassing a genetic distance of 10.9 cM using an F2 population of 213 individuals [22]. In the present study, we confirmed that four of the five previously identified SSR markers, Xwmc335, Xgwm297, Xwmc364 and Xwmc476, were also linked with Pm40 in the mapping populations derived from the PI 672538/L1034 cross. Additionally, two additional linked SSRs markers and seven EST-STS markers were also located with Pm40 in this research using an F2 population of 579 individuals (Fig 2). The average genetic distances between these markers and Pm40 ranged from 2.18cM to 0.48cM. Furthermore, the newly developed EST-STS markers BE446359, BF473824 and BF291338 are closer to Pm40 than the previous flanking marker, Xgwm297. Because EST-STS markers are typically located in conserved regions of expressed genes, the most closely linked marker BF473824, is more suitable for use in molecular marker-assisted breeding than SSR markers. The distance between the marker Xwmc335 and Pm40 increased from 0.2 cM to 0.58 cM [22] (Fig 2); the discrepancies in reported distances between a single marker and Pm40 may result from differences in the population sizes and genetic backgrounds of the materials studied. The population in the present study included 579 F2 individuals, larger than the size of 213 used in previous studies; thus, a high-solution map was constructed to identify candidate resistance genes.

Identified the Candidate Genes of Powdery Mildew with the Methods of Comparative Analysis

Comparative genomics is a powerful method to study the species without reference assembled genome sequences. Genomic resources for wheat improvement have lagged behind other major crops, such as maize and rice. Draft genome sequences of the wheat A-genome progenitor Triticum urartu and the wheat D-genome progenitor Aegilops tauschii and a chromosome-based draft sequence of hexaploid bread wheat (Triticum aestivum) genome have been reported [33,49,50]. However, sequence assembly and annotations of wheat are not complete. Thus, the EST-STS markers developed from wheat provide an excellent tool for comparative genomics analyses and homologous cloning. In the present work, three EST-STS markers, BE423064, BE446359, and BF291338, were used to identify the orthologous genomic regions containing Pm40 in Brachypodium, rice, and sorghum (Fig 2). As the first sequenced gramineous crop, rice has been successfully subjected to comparative genomics analyses. For example, the stripe rust resistance gene Yr36 was cloned by analyzing collinear regions in rice chromosome 2 [35]. However, gene rearrangement between the orthologous regions of wheat and rice was observed in the process of cloning the resistance genes Lr10, Lr21 and Pm3b [51–53]. In the Pm40 genomic regions, the synteny levels of the orthologs between rice and Brachypodium, rice and sorghum, Brachypodium and sorghum are 75.6%/60.8% (90 of 119/148), 79.8%/50.5% (95 of 119/188) and 83.1%/65.4% (123 of 148/188), respectively (Table 3). The collinearity of Brachypodium between rice and sorghum is higher than that in the other pairs. Moreover, previous research has indicated higher collinearity between Brachypodium and wheat compared with wheat and rice and sorghum based on comparative genomics analysis of disease resistance gene regions [31,54–56]. Thus, the collinear regions of Pm40 in Brachypodium are likely more favorable as a reference to determine the gene order in wheat. By comparing our results of the Pm40 target intervals to the 7BS Genome Zipper described by IWGSC [33], we found that the order of the wheat genes was similar to that of the anchored Brachypodium genes. Unfortunately, we couldn’t anchor the marker BE423064 to the contig data from the IWGSC Genome Zipper, although a region of 84.95cM to 85.46cM on 7BS was similar to our final results for the collinear region. Therefore, it is difficult to directly use the data from the wheat Genome Zipper in our research, like a previous report regarding the positional isolation of powdery mildew QTLs in barley [57]. Successful fine mapping of quantitative trait loci by using the synteny-based or zipper-based markers combined with primarily genome zipper and population sequencing analysis has been reported [58,59]. Based on previous research, 97 gene were identified according to our synteny analysis with EST-STS markers. By comparison, only about 70 genes were anchored in this region by the IWGSC Genome Zipper analysis. Therefore, according to these EST-STS markers, we obtained a high-solution genomic data to provide more useful information for identifying the candidates of the powdery mildew gene Pm40.

Inspection of all predicted proteins located in the target regions within Pm40 genes, we found 9 candidate genes encoded proteins that were involved in plant resistance (Table 4). Among them, 3 genes disease were identified as belonging to NBS-LRR class, which represents one of the major classes of resistance genes. Like most NBS-LRR resistance proteins, RGA1 and RPM1 guard the plant against pathogens via a direct or indirect protein–protein interaction [60,61]. Two candidates generally were described that defend from pathogen attacks via adjusting the oxidation-reduction reaction, including the genes encoding “glucan Peroxidase 55” and “L-ascorbate peroxidase proteins” [62,63]. Another two genes were annotated as “Calcium-transporting ATPase plasma membrane-type protein” and “probable glucan endo-1,3-beta-glucosidase A6”, which may play an important role in the signaling networks of the pathogen effectors [64,65]. One additional candidate gene encode an equence-specific RNA-binding protein “Pumilio 5” that regulates translation and mRNA stability by binding the 3'-UTR of target mRNAs [66]. That triggers a unique defense system which affects pathogens replication. [67]. The last one is referred to as an uncharacterized protein “hypothetical protein F775_32194”, which identified from Aegilops tauschii. It seems that may be involved in defense response to fungus (GO: 0050832) [49]. Apart from these, 30 out of 97 (31%) genes did not hit characterised proteins with predicted functions (S4 Table). These uncharacterised genes also will be concerned in the future work.

Polymerization and Application of Powdery Mildew Resistance Genes, including Pm40 Located on Chromosome 7B

The first powdery mildew resistance gene mapped on chromosome 7BS, Pm40, is dominant [22], whereas the second powdery mildew resistance gene mapped on 7BS, Pm47, is recessive [68]. In addition, Pm40 was putatively derived from Thinopyrum intermedium, whereas Pm47 was derived from wheat. Molecular linkage marker analysis revealed that the SSR markers linked to Pm40, which was physically mapped to bin C-7BS-1-0.27 near the centromere, are different from Pm47, which was mapped to bin 7BS-1-0.27–1.0. Based on pedigree, inheritance, molecular marker experiments, and genetic location, these data reveal large genetic differences between Pm40 and Pm47. Other resistant genes, including Pm5a-Pm5e [9,53,69], mlxbd [70], PmH [71], mljy, and mlsy [72], were also mapped to 7BL. This information indicates that we can develop stable, durable resistance against powdery mildew lines or cultivars by pyramiding the different Pm genes via chromosome recombination. Moreover, closely linked markers may accelerate the process of generating recombinant plants. The molecular markers closely linked with the Pm gene on 7B, such as EST-STS markers BF291338 closed linked with Pm40 and BE606897 closed linked with Pm47, may allow a recombinant chromosome with multiple resistance genes to be constructed more rapidly and efficiently [22,68].

Potential Role of PI 672538 in Marker-Assisted Selection for the Wheat Breeding Program

The resistant line PI 672538 used in the present study was selected from the progeny of MY11 and YU25 [26]. YU25 was derived from the cross between common wheat and Thinopyrum intermedium [21,36]. However, genomic in situ hybridization demonstrated that there is no alien chromosome fragment in PI 672538 [73]. In addition, in the present research, the responses of PI 672538/L1034 and crosses of the F1, F2, and F2:3 populations to powdery mildew in different growth phases revealed PI 672538 resistance at both the seedling stage and in adult plants (Fig 1). PI 672538 was also simultaneously tested by artificial inoculation and natural inoculation in the field (Fig 1C and 1D). PI 672538 was not only resistant to the race Bgt15 but also exhibited resistant to various complex localized races. Extensive resistance identification and agronomic characterization of PI 672538 and L1034 have revealed that the effective resistance of PI 672538 to powdery mildew and stripe rust afforded is conferred by the wheat stripe rust resistance gene YrL693 [36,71] and Fusarium head blight resistance [26], respectively. Moreover, PI 672538 also exhibits favorable agronomic and morphological traits [26]. In summary, PI 672538 is an ideal material for resistance breeding. Therefore, the identification of EST-STS markers BF291338 closely linked to Pm40 will be beneficial for marker-assisted selection in the wheat breeding program. Comparative genomics analysis of the Pm40 region may aid further studies aimed at map-based cloning of resistance genes.

Supporting Information

S1 Fig. Comparative genomic mapping of ESTs in the Pm40 chromosomal region (BE423064-BE446359).

The gene order in all species is clockwise.

https://doi.org/10.1371/journal.pone.0164815.s001

(TIF)

S1 Table. Marker and powdery mildew response genotypes for the PI 672538/1034 F2 populations.

https://doi.org/10.1371/journal.pone.0164815.s002

(XLSX)

S2 Table. The orthologs of the Pm40 orthologous genomic regions in Brachypodium, rice and sorghum.

https://doi.org/10.1371/journal.pone.0164815.s003

(XLSX)

S3 Table. Identified wheat contigs and genes between flanking markers of Pm40.

Wheat gene order is by determined by orthologs in Brachypodium, rice and sorghum.

https://doi.org/10.1371/journal.pone.0164815.s004

(XLSX)

S4 Table. The functional annotation of all of the genes in the wheat target contigs.

https://doi.org/10.1371/journal.pone.0164815.s005

(XLSX)

Author Contributions

  1. Conceptualization: SZ LM PL WC.
  2. Data curation: SZ LM PL.
  3. Formal analysis: SZ LM XL ST.
  4. Funding acquisition: PL MZ QL.
  5. Investigation: SZ LM JY XL LL.
  6. Methodology: SZ LM JY YH PL.
  7. Project administration: PL.
  8. Resources: PL WC TL.
  9. Software: SZ XL JG QL.
  10. Supervision: PL WC MZ.
  11. Validation: SZ LM.
  12. Visualization: SZ PL.
  13. Writing – original draft: SZ LM PL.
  14. Writing – review & editing: SZ PL SAF.

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