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      Angular Leaf Spot Resistance Loci Associated With Different Plant Growth Stages in Common Bean

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          Abstract

          Angular leaf spot (ALS) is a disease that causes major yield losses in the common bean crop. Studies based on different isolates and populations have already been carried out to elucidate the genetic mechanisms of resistance to ALS. However, understanding of the interaction of this resistance with the reproductive stages of common bean is lacking. The aim of the present study was to identify ALS resistance loci at different plant growth stages (PGS) by association and linkage mapping approaches. An BC 2F 3 inter-gene pool cross population (AND 277 × IAC-Milênio – AM population) profiled with 1,091 SNPs from genotyping by sequencing (GBS) was used for linkage mapping, and a carioca diversity panel (CDP) genotyped by 5,398 SNPs from BeadChip assay technology was used for association mapping. Both populations were evaluated for ALS resistance at the V2 and V3 PGSs (controlled conditions) and R8 PGS (field conditions). Different QTL (quantitative trait loci) were detected for the three PGSs and both populations, showing a different quantitative profile of the disease at different plant growth stages. For the three PGS, multiple interval mapping (MIM) identified seven significant QTL, and the Genome-wide association study (GWAS) identified fourteen associate SNPs. Several loci validated regions of previous studies, and Phg-1, Phg-2, Phg-4, and Phg-5, among the 5 loci of greatest effects reported in the literature, were detected in the CDP. The AND 277 cultivar contained both the Phg-1 and the Phg-5 QTL, which is reported for the first time in the descendant cultivar CAL143 as ALS10.1 UC. The novel QTL named ALS11.1 AM was located at the beginning of chromosome Pv11. Gene annotation revealed several putative resistance genes involved in the ALS response at the three PGSs, and with the markers and loci identified, new specific molecular markers can be developed, representing a powerful tool for common bean crop improvement and for gain in ALS resistance.

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          Summary: The variant call format (VCF) is a generic format for storing DNA polymorphism data such as SNPs, insertions, deletions and structural variants, together with rich annotations. VCF is usually stored in a compressed manner and can be indexed for fast data retrieval of variants from a range of positions on the reference genome. The format was developed for the 1000 Genomes Project, and has also been adopted by other projects such as UK10K, dbSNP and the NHLBI Exome Project. VCFtools is a software suite that implements various utilities for processing VCF files, including validation, merging, comparing and also provides a general Perl API. Availability: http://vcftools.sourceforge.net Contact: rd@sanger.ac.uk
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                Author and article information

                Contributors
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                Journal
                Front Plant Sci
                Front Plant Sci
                Front. Plant Sci.
                Frontiers in Plant Science
                Frontiers Media S.A.
                1664-462X
                13 April 2021
                2021
                : 12
                : 647043
                Affiliations
                [1] 1Centro de Pesquisa em Recursos Genéticos Vegetais, Instituto Agronômico - IAC , Campinas, Brazil
                [2] 2Centro de Grãos e Fibras, Instituto Agronômico - IAC , Campinas, Brazil
                [3] 3Laboratório de Fitopatologia, Instituto Biológico - IB , Campinas, Brazil
                [4] 4Departamento de Genética, Escola Superior de Agricultura “Luiz de Queiroz”, Universidade de São Paulo , Piracicaba, Brazil
                [5] 5USDA-ARS, Soybean Genomics and Improvement Lab , Beltsville, MD, United States
                Author notes

                Edited by: Roberto Papa, Marche Polytechnic University, Italy

                Reviewed by: Andrea Ariani, BASF (Belgium), Belgium; Pedro José Martínez-García, Center for Edaphology and Applied Biology of Segura, Spanish National Research Council, Spain

                *Correspondence: Luciana Lasry Benchimol-Reis, luciana.reis@ 123456sp.gov.br

                This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science

                Article
                10.3389/fpls.2021.647043
                8078856
                0770ff7d-82c8-4771-b9c7-03f6605f197a
                Copyright © 2021 Almeida, de Carvalho Paulino, Bonfante, Perseguini, Santos, Gonçalves, Patrício, Taniguti, Gesteira, Garcia, Song, Carbonell, Chiorato and Benchimol-Reis.

                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
                : 28 December 2020
                : 23 March 2021
                Page count
                Figures: 4, Tables: 5, Equations: 0, References: 131, Pages: 18, Words: 0
                Funding
                Funded by: Fundação de Amparo à Pesquisa do Estado de São Paulo 10.13039/501100001807
                Categories
                Plant Science
                Original Research

                Plant science & Botany
                phaseolus vulgaris l.,pseudocercospora griseola,genome-wide association studies,linkage mapping,disease resistance

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