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De novo QTL-seq Identifies Loci Linked to Blanchability in Peanut (Arachis hypogaea) and Refines Previously Identified QTL with Low Coverage Sequence

Walid Korani, Dan O’Connor, Ye Chu, Carolina Chavarro, Carolina Ballén‐Taborda, Baozhu Guo, Peggy Ozias‐Akins, Graeme C. Wright, Josh Clevenger

2021Agronomy31 citationsDOIOpen Access PDF

Abstract

Blanchability is an often overlooked, but important trait for peanut breeding. The process of blanching, removing the skin, is an important step in the processing of raw nuts for manufacturing. Under strong genetic control and requiring considerable effort to phenotype, blanchability is conducive for marker-assisted selection. We used QTL sequencing (QTL-seq) to identify two QTLs related to blanchability using previously phenotyped breeding populations. To validate the QTLs, we show that two markers can select for significantly increased blanchability in an independent recombinant inbred line (RIL) population. Two wild introgressions from Arachis cardenasii conferring strong disease resistance were segregated in the population and were found to negatively impact blanchability. Finally, we show that by utilizing highly accurate sequence analysis pipelines, low coverage sequencing can be used to genotype whole populations with increased power and precision. This study highlights the potential to mine breeding data to identify and develop useful markers for genetic improvement programs, and provide powerful tools for breeding for processing and quality traits.

Topics & Concepts

Quantitative trait locusBiologyArachis hypogaeaPopulationArachisGeneticsMarker-assisted selectionSelection (genetic algorithm)IndelMolecular breedingGenotypeBiotechnologyGeneAgronomySingle-nucleotide polymorphismComputer scienceArtificial intelligenceDemographySociologyPeanut Plant Research StudiesCoconut Research and ApplicationsNitrogen and Sulfur Effects on Brassica
De novo QTL-seq Identifies Loci Linked to Blanchability in Peanut (Arachis hypogaea) and Refines Previously Identified QTL with Low Coverage Sequence | Litcius