Genome-wide association study of flowering time and grain yield traits in a worldwide collection of rice germplasm
- PMID: 22138690
- DOI: 10.1038/ng.1018
Genome-wide association study of flowering time and grain yield traits in a worldwide collection of rice germplasm
Abstract
A high-density haplotype map recently enabled a genome-wide association study (GWAS) in a population of indica subspecies of Chinese rice landraces. Here we extend this methodology to a larger and more diverse sample of 950 worldwide rice varieties, including the Oryza sativa indica and Oryza sativa japonica subspecies, to perform an additional GWAS. We identified a total of 32 new loci associated with flowering time and with ten grain-related traits, indicating that the larger sample increased the power to detect trait-associated variants using GWAS. To characterize various alleles and complex genetic variation, we developed an analytical framework for haplotype-based de novo assembly of the low-coverage sequencing data in rice. We identified candidate genes for 18 associated loci through detailed annotation. This study shows that the integrated approach of sequence-based GWAS and functional genome annotation has the potential to match complex traits to their causal polymorphisms in rice.
Similar articles
-
Genome-Wide Association Mapping for Yield and Yield-Related Traits in Rice (Oryza Sativa L.) Using SNPs Markers.Genes (Basel). 2023 May 15;14(5):1089. doi: 10.3390/genes14051089. Genes (Basel). 2023. PMID: 37239449 Free PMC article.
-
QTL analysis of novel genomic regions associated with yield and yield related traits in new plant type based recombinant inbred lines of rice (Oryza sativa L.).BMC Plant Biol. 2012 Aug 9;12:137. doi: 10.1186/1471-2229-12-137. BMC Plant Biol. 2012. PMID: 22876968 Free PMC article.
-
Genome wide association mapping for grain shape traits in indica rice.Planta. 2016 Oct;244(4):819-30. doi: 10.1007/s00425-016-2548-9. Epub 2016 May 19. Planta. 2016. PMID: 27198135 Free PMC article.
-
Genome-wide association analysis identifies natural allelic variants associated with panicle architecture variation in African rice, Oryza glaberrima Steud.G3 (Bethesda). 2023 Sep 30;13(10):jkad174. doi: 10.1093/g3journal/jkad174. G3 (Bethesda). 2023. PMID: 37535690 Free PMC article.
-
Human genome research in China.J Mol Med (Berl). 2004 Apr;82(4):214-22. doi: 10.1007/s00109-003-0515-y. J Mol Med (Berl). 2004. PMID: 15168679 Free PMC article. Review.
Cited by
-
Population genetic structure and association mapping for iron toxicity tolerance in rice.PLoS One. 2021 Mar 1;16(3):e0246232. doi: 10.1371/journal.pone.0246232. eCollection 2021. PLoS One. 2021. PMID: 33647046 Free PMC article.
-
The Rice Genome Knowledgebase (RGKbase): an annotation database for rice comparative genomics and evolutionary biology.Nucleic Acids Res. 2013 Jan;41(Database issue):D1199-205. doi: 10.1093/nar/gks1225. Epub 2012 Nov 28. Nucleic Acids Res. 2013. PMID: 23193278 Free PMC article.
-
Lifeomics leads the age of grand discoveries.Sci China Life Sci. 2013 Mar;56(3):201-12. doi: 10.1007/s11427-013-4464-6. Epub 2013 Mar 23. Sci China Life Sci. 2013. PMID: 23526385 Free PMC article. Review.
-
Advances in the genetic dissection of plant cell walls: tools and resources available in Miscanthus.Front Plant Sci. 2013 Jul 4;4:217. doi: 10.3389/fpls.2013.00217. eCollection 2013. Front Plant Sci. 2013. PMID: 23847628 Free PMC article.
-
Genetic analysis of cold tolerance at the germination and booting stages in rice by association mapping.PLoS One. 2015 Mar 19;10(3):e0120590. doi: 10.1371/journal.pone.0120590. eCollection 2015. PLoS One. 2015. PMID: 25790128 Free PMC article.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources