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Genomic regions associated with physiological, biochemical and yield-related responses under water deficit in diploid potato at the tuber initiation stage revealed by GWAS
- Source :
- PLoS ONE, Vol 16, Iss 11, p e0259690 (2021), PLoS ONE, Vol 16, Iss 11 (2021), PLoS ONE
- Publication Year :
- 2021
- Publisher :
- Public Library of Science (PLoS), 2021.
-
Abstract
- Water deficit, which is increasing with climate change, is a serious threat to agricultural sustainability worldwide. Dissection of the genetic architecture of water deficit responses is highly desirable for developing water-deficit tolerant potato cultivars and enhancing the resilience of existing cultivars. This study examined genetic variation in response to water deficit in a panel of diploid potato and identified the QTL governing this trait via a genome-wide association study (GWAS). A panel of 104 diploid potato accessions were evaluated under both well-watered and water deficit treatments at tuber initiation stage. Drought stress index (DTI) was calculated to assess tolerance of the diploid potato genotypes to water deficit. The GWAS was conducted using a matrix of 47K single nucleotide polymorphisms (SNP), recently available for this population. We are reporting 38 QTL, seven for well-watered conditions, twenty-two for water deficit conditions and nine for DTI which explain between 12.6% and 44.1% of the phenotypic variance. A set of 6 QTL were found to be associated with more than one variable. Marker WDP-9.21 was found associated with tuber fresh weigh under WD and gene annotation analysis revealed co-localization with the Glucan/water dikinase (GWD) gene. Of the nine QTL detected from DTI on chromosomes 2,3,5,8,10 and 12, three candidate genes with a feasible role in water deficit response were identified. The findings of this study can be used in marker-assisted selection (MAS) for water- deficit tolerance breeding in potato.
- Subjects :
- Chlorophyll
Pigments
Candidate gene
Chloroplasts
Single Nucleotide Polymorphisms
Gene Expression
Genome-wide association study
Plant Science
Vegetable Crops
Biochemistry
Natural Resources
Vegetables
Materials
Genetics
education.field_of_study
Multidisciplinary
Plant Anatomy
Eukaryota
food and beverages
Agriculture
Genomics
Plants
Phenotype
Physical Sciences
Water Resources
Medicine
Ploidy
Cellular Structures and Organelles
Cellular Types
Potato
Research Article
Plant Cell Biology
Science
Population
Materials Science
Single-nucleotide polymorphism
Crops
Biology
Quantitative trait locus
Solanum
Plant Cells
Genetic variation
DNA-binding proteins
Genome-Wide Association Studies
Gene Regulation
education
Solanum tuberosum
Tubers
Organic Pigments
Ecology and Environmental Sciences
fungi
Organisms
Biology and Life Sciences
Computational Biology
Proteins
Human Genetics
Cell Biology
Genome Analysis
Diploidy
Genetic architecture
Regulatory Proteins
Crop Science
Transcription Factors
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 16
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....8aeb0f35288c939c5d37cfb7ee1a2a58