High-Density Linkage Map Construction and QTL Identification in a Diploid Blueberry Mapping Population

Xinpeng Qi; Elizabeth L Ogden; Hamed Bostan; Daniel J Sargent; Judson Ward; Jessica Gilbert; Massimo Iorizzo; Lisa J Rowland

doi:10.3389/fpls.2021.692628

High-Density Linkage Map Construction and QTL Identification in a Diploid Blueberry Mapping Population

Front Plant Sci. 2021 Jun 21:12:692628. doi: 10.3389/fpls.2021.692628. eCollection 2021.

Authors

Xinpeng Qi¹, Elizabeth L Ogden¹, Hamed Bostan², Daniel J Sargent³, Judson Ward³, Jessica Gilbert³, Massimo Iorizzo², Lisa J Rowland¹

Affiliations

¹ Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville Agricultural Research Center-West, United States Department of Agriculture, Agricultural Research Service, Beltsville, MD, United States.
² Department of Horticultural Science, Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States.
³ Driscoll's Inc., Watsonville, CA, United States.

Abstract

Genotyping by sequencing approaches have been widely applied in major crops and are now being used in horticultural crops like berries and fruit trees. As the original and largest producer of cultivated blueberry, the United States maintains the most diverse blueberry germplasm resources comprised of many species of different ploidy levels. We previously constructed an interspecific mapping population of diploid blueberry by crossing the parent F₁#10 (Vaccinium darrowii Fla4B × diploid V. corymbosum W85-20) with the parent W85-23 (diploid V. corymbosum). Employing the Capture-Seq technology developed by RAPiD Genomics, with an emphasis on probes designed in predicted gene regions, 117 F₁ progeny, the two parents, and two grandparents of this population were sequenced, yielding 131.7 Gbp clean sequenced reads. A total of 160,535 single nucleotide polymorphisms (SNPs), referenced to 4,522 blueberry genome sequence scaffolds, were identified and subjected to a parent-dependent sliding window approach to further genotype the population. Recombination breakpoints were determined and marker bins were deduced to construct a high density linkage map. Twelve blueberry linkage groups (LGs) consisting of 17,486 SNP markers were obtained, spanning a total genetic distance of 1,539.4 cM. Among 18 horticultural traits phenotyped in this population, quantitative trait loci (QTLs) that were significant over at least 2 years were identified for chilling requirement, cold hardiness, and fruit quality traits of color, scar size, and firmness. Interestingly, in 1 year, a QTL associated with timing of early bloom, full bloom, petal fall, and early green fruit was identified in the same region harboring the major QTL for chilling requirement. In summary, we report here the first high density bin map of a diploid blueberry mapping population and the identification of several horticulturally important QTLs.

Keywords: Vaccinium; chilling requirement; cold hardiness; fruit quality; genetic map; plant development.