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Developing Climate-Resilient, Direct-Seeded, Adapted Multiple-Stress-Tolerant Rice Applying Genomics-Assisted Breeding

Nitika Sandhu, Shailesh Yadav, Margaret Catolos, Ma Teresa Sta. Cruz, Arvind Kumar

2021Frontiers in Plant Science35 citationsDOIOpen Access PDF

Abstract

There is an urgent need to breed dry direct-seeded adapted rice varieties in order to address the emerging scenario of water–labor shortage. The aim of this study was to develop high-yielding, direct-seeded adapted varieties utilizing biparental to multiparental crosses involving as many as six different parents in conventional breeding programs and 12 parents in genomics-assisted breeding programs. The rigorous single plant selections were followed from the F 2 generation onwards utilizing phenotypic selection and quantitative trait locus (QTL)/gene-based/linked markers for tracking the presence of desirable alleles of targeted QTL/genes. In conventional breeding, multiparent lines had significantly higher yields (2,072–6,569 kg ha −1 ) than the biparental lines (1,493–6,326 kg ha −1 ). GAB lines derived from multiparent crosses had significantly higher (3,293–6,719 kg ha −1 ) yields than the multiparent lines from conventional breeding (2,072–6,569 kg ha −1 ). Eleven promising lines from genomics-assisted breeding carrying 7–11 QTL/genes and eight lines from conventional breeding with grain-yield improvement from 727 to 1,705 kg ha −1 and 68 to 902 kg ha −1 , respectively, over the best check were selected. The developed lines may be released as varieties/parental lines to develop better rice varieties for direct-seeded situations or as novel breeding material to study genetic interactions.

Topics & Concepts

BiologyQuantitative trait locusMarker-assisted selectionMolecular breedingBiotechnologyGenomic selectionPlant breedingBreeding programBreedAgronomyCultivarGenomicsSelection (genetic algorithm)GeneticsGeneGenomeGenotypeComputer scienceSingle-nucleotide polymorphismArtificial intelligenceRice Cultivation and Yield ImprovementGABA and Rice ResearchGenetic Mapping and Diversity in Plants and Animals
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