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Haplotype-Based Breeding of Yield-Related Traits in Oryza sativa: From Genomic Insights to Field Applications 
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Molecular Plant Breeding, 2025, Vol. 16, No. 5 doi: 10.5376/mpb.2025.16.0027
Received: 11 Aug., 2025 Accepted: 13 Sep., 2025 Published: 20 Sep., 2025
Zhang Q.F., Chen R.C., Li Z.X., and Li J.Q., 2025, Haplotype-based breeding of yield-related traits in Oryza sativa: from genomic insights to field applications, Molecular Plant Breeding, 16(5): 268-277 (doi: 10.5376/mpb.2025.16.0027)
This study summarizes the progress made in using haplotype analysis to investigate rice yield, reviews the role of methods such as QTL mapping, GWAS, and pan-genome in discovering genes related to yield, introduces how to identify functional haplotypes, and discusses how to prioritize them during selection. It also elaborates on several applications of haplotypes in breeding. For instance, marker-assisted selection, genomic selection, gene editing, etc. were discussed. The potential of combining multi-omics data, using artificial intelligence as predictive models, and considering the haplotypes of climate change in future molecular breeding was also explored. This study hopes to provide some theoretical and technical references for high-yield, stable-yield and climate change-adaptive rice breeding.
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. Rice ( Oryza sativa )
. Haplotype-based breeding
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. Multi-omics integration
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