- Data note
- Open Access
Transcriptomic changes in wheat during tan spot (Pyrenophora tritici-repentis) disease
BMC Research Notes volume 12, Article number: 471 (2019)
Tan spot is a yield-reducing disease that affects wheat and is caused by the fungus Pyrenophora tritici-repentis (Ptr). Eight races of Ptr have been identified based upon production of the effectors Ptr ToxA, Ptr ToxB, and Ptr ToxC. Wheat cultivars have also been characterized by their resistance and susceptibility to races of Ptr and sensitivity to the effectors. The objective of this research was to assess differences in gene expression between Ptr resistant and susceptible wheat cultivars when either inoculated with Ptr race 2 spores or directly infiltrated with Ptr ToxA.
A greenhouse experiment was used to assess wheat-Ptr interaction. Wheat seedlings were grown for two weeks prior to the experiment under greenhouse conditions. Four treatments were used: (1) spray-inoculation with a suspension of Ptr spores (3000 spores/mL) (2) spray inoculation with water as a control (3) needleless syringe injection with Ptr ToxA, and (4) needleless syringe injection with water as a control. Plants were transferred to a humidity chamber and leaf sample were taken at 0, 8, and 16 h. After RNA extraction and sequencing, 48 RNA datasets are reported. This data will be useful in understanding how resistant wheat responds to Ptr compared to susceptible wheat.
Tan spot is a yield-reducing disease that affects wheat and is caused by the fungus Pyrenophora tritici-repentis (Ptr) . Eight races of Ptr have been identified based upon production of the effectors Ptr ToxA, Ptr ToxB, and Ptr ToxC. Races 1–8 produce the following toxins: A + C, A, C, none, B, B + C, A + B, and A + B + C, respectively [2,3,4,5]. Since Race 2 produces only Ptr ToxA, isolates of this race can be used to study the response of wheat to only Ptr ToxA. Wheat cultivars have also been characterized by their resistance and susceptibility to races of Ptr. The cultivar Glenlea, for example, is sensitive to Ptr ToxA but not the other toxins, whereas Salamouni is insensitive to any of the toxins [6, 7]. Sensitivity to Ptr ToxA has been linked to presence of the susceptibility gene Tsn1 . Cultivars that are insensitive to Ptr ToxA have been found to possess Tsn1 genes with premature stop codons . The objective of this research was to assess differences in gene expression between Ptr resistant and susceptible wheat cultivars when either inoculated with Ptr race 2 spores or directly infiltrated with Ptr ToxA. Understanding the differences between wheat responses triggered by the toxin versus the entire pathogen will provide insight into the mechanisms behind how wheat detects pathogens.
Wheat seedlings were grown for two weeks in 3 × 9 cm plastic cones (Stuewe & Sons Inc., Tangent, OR, USA) under greenhouse conditions (16 h light, 8 h dark, 22 °C). Both tan spot resistant Salamouni and susceptible Glenlea cultivars were grown. Ptr race 2 isolate 86–124 was grown on V8-PDA medium plates , incubated in darkness for five days and flooded with water to disrupt colonies, following the methods from Abdullah et al. . Spore suspension at 3000 spores/mL was spayed over plants using a Preval CO2 pressurized sprayer [11, 12]. Sterile water was sprayed over control plants using the same method. A 10 μg/mL solution of Ptr ToxA was obtained from Dr. Timothy Friesen (USDA-ARS, North Dakota State University). A needleless syringe was used to inject this solution into leaf tissue , with sterile water injected as a control. This resulted in four different treatments for both Glenlea and Salamouni plants: (1) spray-inoculation with a suspension of Ptr spores (2) spray inoculation with water (3) needleless syringe injection with Ptr ToxA, and (4) needleless syringe injection with water. After treatments, plants were transferred to a humidity chamber and leaf sample were collected at 0, 8, and 16 h and flash-frozen in liquid nitrogen. Samples were transferred to a − 80 °C freezer.
Extraction, sequencing, and analysis
RNA was extracted using the Ambion Purelink RNA extraction kit with Trizol reagent and treated with DNase. Samples were checked for the presence of 28S and 18S ribosomal subunits using gel electrophoresis and then sequenced at Iowa State University using Illumina HiSEQ 3000 (100 base pairs, single reads). As shown in Table 1, the resulting 48 RNA datasets are reported (Data Set 1) . Figure S1 shows a flow chart that summarizes methods carried out during the experiment . Data file 2 contains a spreadsheet with descriptions of the 48 RNA sequence datasets . Read quality was assessed using the program FASTQC  and then trimmed using the program Btrim . Mapping and assembly were carried out using the programs Hisat  and Htseq , respectively, aligning reads to the Ptr and wheat genomes (Data files 3 and 4, respectively) .
We randomly selected two biological replicates from the six initially sampled of each treatment and time point in order to reduce the cost of sequencing. This limits how confidently we can label particular genes as differentially expressed and not the result of random variation.
Availability of data and materials
Raw FASTQ files were uploaded to the Sequence Read Archive (SRA) of the National Center for Biotechnology Information (NCBI) site. As Data Set 1, these files are available under the submission SUB5368694, Bioproject PRJNA529906 (https://identifiers.org/ncbi/insdc.sra:SRP189899) . Figure S1 and Data files 2–4 were uploaded to Figshare (https://doi.org/10.6084/m9.figshare.8362244) .
Rees R, Platz G. Effects of yellow spot on wheat: comparison of epidemics at different stages of crop development. Crop and Pasture Science. 1983;34(1):39–46.
Lamari L, Bernier C. Virulence of isolates of Pyrenophora tritici-repentis on 11 wheat cultivars and cytology of the differential host reactions. Can J Plant Path. 1989;11(3):284–90.
Lamari L, Sayoud R, Boulif M, Bernier C. Identification of a new race in Pyrenophora tritici-repentis: implications for the current pathotype classification system. Can J Plant Path. 1995;17(4):312–8.
Strelkov SE, Lamari L, Sayoud R, Smith RB. Comparative virulence of chlorosis-inducing races of Pyrenophora tritici-repentis. Can J Plant Path. 2002;24(1):29–35.
Lamari L, Strelkov S, Yahyaoui A, Orabi J, Smith R. The identification of two new races of Pyrenophora tritici-repentis from the host center of diversity confirms a one-to-one relationship in tan spot of wheat. Phytopathology. 2003;93(4):391–6.
Ali S, Francl LJ. Population race structure of Pyrenophora tritici-repentis prevalent on wheat and noncereal grasses in the Great Plains. Plant Dis. 2003;87(4):418–22.
Lamari L, Gilbert J, Tekauz A. Race differentiation in Pyrenophora tritici-repentis and survey of physiologic variation in western Canada. Can J Plant Path. 1998;20(4):396–400.
Faris JD, Zhang Z, Lu H, Lu S, Reddy L, Cloutier S, Fellers JP, Meinhardt SW, Rasmussen JB, Xu SS. A unique wheat disease resistance-like gene governs effector-triggered susceptibility to necrotrophic pathogens. Proc Natl Acad Sci. 2010;107(30):13544–9.
Lamari L, Bernier C. Evaluation of wheat lines and cultivars to tan spot [Pyrenophora tritici-repentis] based on lesion type. Can J Plant Path. 1989;11(1):49–56.
Abdullah S, Sehgal SK, Ali S, Liatukas Z, Ittu M, Kaur N. Characterization of Pyrenophora tritici-repentis (Tan Spot of Wheat) Races in Baltic States and Romania. Plant Pathol J. 2017;33(2):133.
Ali S, Francl L. Recovery of Pyrenophora tritici-repentis from barley and reaction of 12 cultivars to five races and two host-specific toxins. Plant Dis. 2001;85(6):580–4.
Jordahl J, Francl L: Increase and storage of cultures of Pyrenophora tritici-repentis. 1992.
Faris J, Anderson J, Francl L, Jordahl J. Chromosomal location of a gene conditioning insensitivity in wheat to a necrosis-inducing culture filtrate from Pyrenophora tritici-repentis. Phytopathology. 1996;86(5):459–63.
Andersen EJ, Ali S, Nepal MP. Supplementary files for transcriptomic changes in wheat during tan spot (Pyrenophora tritici-repentis) disease. Sequence Read Archive 2019, SRP189899. https://identifiers.org/ncbi/insdc.sra:SRP189899
Andersen EJ, Ali S, Nepal MP. Supplementary files for transcriptomic changes in wheat during tan spot (Pyrenophora tritici-repentis) disease. Figshare. 2019. https://doi.org/10.6084/m9.figshare.8362244.
Andrews S: FastQC: a quality control tool for high throughput sequence data. In.; 2010.
Kong Y. Btrim: a fast, lightweight adapter and quality trimming program for next-generation sequencing technologies. Genomics. 2011;98(2):152–3.
Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357.
Anders S, Pyl PT, Huber W. HTSeq—a Python framework to work with high-throughput sequencing data. Bioinformatics. 2015;31(2):166–9.
We thank Timothy Friesen for supplying Ptr ToxA solution. We also thank Ali’s lab members for their assistance in greenhouse experiments.
This project was supported by the United States Department of Agriculture National Institute of Food and Agriculture (USDA-NIFA) hatch projects (SD00H469-13 and SD00H659-18) to MPN. The funding body did not influence the study design, analysis, or interpretation of data.
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