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Genome-wide association study for yield and yield related traits under reproductive stage drought in a diverse indica-aus rice panel
- Source :
- Rice, Rice, Springer Open, 2020, 13 (1), pp.53. ⟨10.1186/s12284-020-00406-3⟩, Rice, Vol 13, Iss 1, Pp 1-22 (2020)
- Publication Year :
- 2020
- Publisher :
- Research Square Platform LLC, 2020.
-
Abstract
- Background Reproductive-stage drought stress is a major impediment to rice production in rainfed areas. Conventional and marker-assisted breeding strategies for developing drought-tolerant rice varieties are being optimized by mining and exploiting adaptive traits, genetic diversity; identifying the alleles, and understanding their interactions with genetic backgrounds for their increased contribution to drought tolerance. Field experiments were conducted in this study to identify marker-trait associations (MTAs) involved in response to yield under reproductive-stage (RS) drought. A diverse set of 280 indica-aus accessions was phenotyped for ten agronomic traits including yield and yield-related traits under normal irrigated condition and under two managed reproductive-stage drought environments. The accessions were genotyped with 215,250 single nucleotide polymorphism markers. Results The study identified a total of 219 significant MTAs for 10 traits and candidate gene analysis within a 200 kb window centred from GWAS identified SNP peaks detected these MTAs within/ in close proximity to 38 genes, 4 earlier reported major grain yield QTLs and 6 novel QTLs for 7 traits out of the 10. The significant MTAs were mainly located on chromosomes 1, 2, 5, 6, 9, 11 and 12 and the percent phenotypic variance captured for these traits ranged from 5 to 88%. The significant positive correlation of grain yield with yield-related and other agronomic traits except for flowering time, observed under different environments point towards their contribution in improving rice yield under drought. Seven promising accessions were identified for use in future genomics-assisted breeding programs targeting grain yield improvement under drought. Conclusion These results provide a promising insight into the complex genetic architecture of grain yield under reproductive-stage drought in different environments. Validation of major genomic regions reported in the study will enable their effectiveness to develop drought-tolerant varieties following marker-assisted selection as well as to identify genes and understanding the associated physiological mechanisms.
- Subjects :
- 0106 biological sciences
0301 basic medicine
Locus des caractères quantitatifs
Quantitative trait loci
Tolérance à la sécheresse
[SDV]Life Sciences [q-bio]
Drought tolerance
Soil Science
Oryza sativa
Single-nucleotide polymorphism
Genome-wide association study
Plant Science
lcsh:Plant culture
Biology
Quantitative trait locus
01 natural sciences
Genetic diversity
F30 - Génétique et amélioration des plantes
03 medical and health sciences
Variation génétique
lcsh:SB1-1110
Allele
Association mapping
2. Zero hunger
F63 - Physiologie végétale - Reproduction
Diversité génétique (comme ressource)
business.industry
fungi
Sélection assistée par marqueurs
food and beverages
15. Life on land
Reproductive-stage drought
Genetic architecture
Biotechnology
030104 developmental biology
Original Article
Rice
business
Agronomy and Crop Science
010606 plant biology & botany
Subjects
Details
- ISSN :
- 19398425 and 19398433
- Database :
- OpenAIRE
- Journal :
- Rice, Rice, Springer Open, 2020, 13 (1), pp.53. ⟨10.1186/s12284-020-00406-3⟩, Rice, Vol 13, Iss 1, Pp 1-22 (2020)
- Accession number :
- edsair.doi.dedup.....b09c378f633e6c3e57c27c1a54a9ca50
- Full Text :
- https://doi.org/10.21203/rs.2.24272/v1