4.2 Article

Toward genomic selection in Pinus taeda: Integrating resources to support array design in a complex conifer genome

Journal

APPLICATIONS IN PLANT SCIENCES
Volume 9, Issue 6, Pages -

Publisher

WILEY
DOI: 10.1002/aps3.11439

Keywords

exome capture; genomic selection; genotype array; genotyping-by-sequencing (GBS); loblolly pine; Pinus taeda; variant detection

Categories

Funding

  1. U.S. Department of Agriculture National Institute of Food and Agriculture (NIFA) [2011-68002-30185, 2015-05832]
  2. North Carolina State University Cooperative Tree Improvement Program

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This study introduces the construction of an Axiom genotyping array using an informatics approach from high-throughput sequence data to assess the complex genome of loblolly pine. The Axiom array, representing 46,439 high-confidence variants, was developed to provide a genome-wide resource for the forest tree breeding and genetics community.
Premise An informatics approach was used for the construction of an Axiom genotyping array from heterogeneous, high-throughput sequence data to assess the complex genome of loblolly pine (Pinus taeda). Methods High-throughput sequence data, sourced from exome capture and whole genome reduced-representation approaches from 2698 trees across five sequence populations, were analyzed with the improved genome assembly and annotation for the loblolly pine. A variant detection, filtering, and probe design pipeline was developed to detect true variants across and within populations. From 8.27 million variants, a total of 642,275 were evaluated and 423,695 of those were screened across a range-wide population. Results The final informatics and screening approach delivered an Axiom array representing 46,439 high-confidence variants to the forest tree breeding and genetics community. Based on the annotated reference genome, 34% were located in or directly upstream or downstream of genic regions. Discussion The Pita50K array represents a genome-wide resource developed from sequence data for an economically important conifer, loblolly pine. It uniquely integrates independent projects that assessed trees sampled across the native range. The challenges associated with the large and repetitive genome are addressed in the development of this resource.

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