Genome-Wide Association Studies and QTL Mapping Reveal a New Locus Associated with Resistance to Bacterial Pustule Caused by Xanthomonas citri pv. glycines in Soybean.
Rafaella Cardoso-SichieriLiliane Santana OliveiraValéria Stefania Lopes-CaitarDanielle Cristina Gregório da SilvaIvani de O N LopesMarcelo Fernandes de OliveiraCarlos Arrabal AriasRicardo Vilela AbdelnoorFrancismar Correa Marcelino-GuimarãesPublished in: Plants (Basel, Switzerland) (2024)
Bacterial pustule (BP), caused by Xanthomonas citri pv. glycines , is an important disease that, under favorable conditions, can drastically affect soybean production. We performed a genome-wide association study (GWAS) with a panel containing Brazilian and American cultivars, which were screened qualitatively and quantitatively against two Brazilian X. citri isolates (IBS 333 and IBS 327). The panel was genotyped using a genotyping by sequencing (GBS) approach, and we identified two main new regions in soybeans associated with X. citri resistance on chromosomes 6 (IBS 333) and 18 (IBS 327), different from the traditional rxp gene located on chromosome 17. The region on chromosome 6 was also detected by QTL mapping using a biparental cross between Williams 82 (R) and PI 416937 (S), showing that Williams 82 has another recessive resistance gene besides rxp , which was also detected in nine BP-resistant ancestors of the Brazilian cultivars (including CNS, S-100), based on haplotype analysis. Furthermore, we identified additional SNPs in strong LD (0.8) with peak SNPs by exploring variation available in WGS (whole genome sequencing) data among 31 soybean accessions. In these regions in strong LD, two candidate resistance genes were identified (Glyma.06g311000 and Glyma.18g025100) for chromosomes 6 and 18, respectively. Therefore, our results allowed the identification of new chromosomal regions in soybeans associated with BP disease, which could be useful for marker-assisted selection and will enable a reduction in time and cost for the development of resistant cultivars.
Keyphrases
- genome wide
- copy number
- genome wide association study
- genome wide association
- irritable bowel syndrome
- dna methylation
- high density
- high resolution
- genome wide identification
- single cell
- blood brain barrier
- electronic health record
- machine learning
- gene expression
- bioinformatics analysis
- transcription factor
- genetic diversity
- muscular dystrophy