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      Novel genomic regions on chromosome 5B controlling wheat powdery mildew seedling resistance under Egyptian conditions

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          Abstract

          Wheat powdery mildew (PM) causes significant yield losses worldwide. None of the Egyptian wheat cultivars was detected to be highly resistant to such a severe disease. Therefore, a diverse spring wheat panel was evaluated for PM seedling resistance using different Bgt conidiospores collected from Egyptian fields in two growing seasons. The evaluation was done in two separate experiments. Highly significant differences were found between the two experiments suggesting the presence of different isolates populations. Highly significant differences were found among the tested genotypes confirming the ability to improve PM resistance using the recent panel. Genome-wide association study (GWAS) was done for each experiment separately and a total of 71 significant markers located within 36 gene models were identified. The majority of these markers are located on chromosome 5B. Haplotype block analysis identified seven blocks containing the significant markers on chromosome 5B. Five gene models were identified on the short arm of the chromosome. Gene enrichment analysis identified five and seven pathways based on the biological process and molecular functions respectively for the detected gene models. All these pathways are associated with disease resistance in wheat. The genomic regions on 5B seem to be novel regions that are associated with PM resistance under Egyptian conditions. Selection of superior genotypes was done and Grecian genotypes seem to be a good source for improving PM resistance under Egyptian conditions.

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          Most cited references89

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          Fitting Linear Mixed-Effects Models Usinglme4

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            TASSEL: software for association mapping of complex traits in diverse samples.

            Association analyses that exploit the natural diversity of a genome to map at very high resolutions are becoming increasingly important. In most studies, however, researchers must contend with the confounding effects of both population and family structure. TASSEL (Trait Analysis by aSSociation, Evolution and Linkage) implements general linear model and mixed linear model approaches for controlling population and family structure. For result interpretation, the program allows for linkage disequilibrium statistics to be calculated and visualized graphically. Database browsing and data importation is facilitated by integrated middleware. Other features include analyzing insertions/deletions, calculating diversity statistics, integration of phenotypic and genotypic data, imputing missing data and calculating principal components.
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              Haploview: analysis and visualization of LD and haplotype maps.

              Research over the last few years has revealed significant haplotype structure in the human genome. The characterization of these patterns, particularly in the context of medical genetic association studies, is becoming a routine research activity. Haploview is a software package that provides computation of linkage disequilibrium statistics and population haplotype patterns from primary genotype data in a visually appealing and interactive interface. http://www.broad.mit.edu/mpg/haploview/ jcbarret@broad.mit.edu
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                Author and article information

                Contributors
                Journal
                Front Plant Sci
                Front Plant Sci
                Front. Plant Sci.
                Frontiers in Plant Science
                Frontiers Media S.A.
                1664-462X
                10 May 2023
                2023
                : 14
                : 1160657
                Affiliations
                [1] 1 Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) , Seeland, OT Gatersleben, Germany
                [2] 2 Department of Agronomy, Faculty of Agriculture, Assiut University , Assiut, Egypt
                [3] 3 Food Science and Technology Department, Faculty of Agriculture, Assiut University , Assiut, Egypt
                [4] 4 Wheat Disease Research Department, Plant Pathology Research Institute, Agricultural Research Center , Giza, Egypt
                Author notes

                Edited by: Peng Wang, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, China

                Reviewed by: Vinay Panwar, Chaudhary Charan Singh University, India; Jingbo Chen, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, China

                †ORCID: Amira M.I. Mourad, orcid.org/0000-0001-6879-2559; Samar M. Esmail, orcid.org/0000-0002-3917-648X

                Article
                10.3389/fpls.2023.1160657
                10208068
                37235018
                cf10d187-00f5-4c30-82a7-a34f8f03a002
                Copyright © 2023 Mourad, Hamdy and Esmail

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 07 February 2023
                : 27 March 2023
                Page count
                Figures: 7, Tables: 3, Equations: 3, References: 89, Pages: 15, Words: 7615
                Funding
                Funded by: Academy of Scientific Research and Technology , doi 10.13039/501100002349;
                This paper is based upon work supported by Academy of Scientific Research and Technology (ASRT) under grant number 87ز/2021. Molecular marker sequencing was funded by the Alexander von Humboldt foundation. Costs for open access publishing were partially funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation, grant 491250510).
                Categories
                Plant Science
                Original Research
                Custom metadata
                Functional and Applied Plant Genomics

                Plant science & Botany
                genome-wide association study,gene enrichment,biological process pathway,functional annotation pathway,gene network

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