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Genomic determinants, architecture, and constraints in drought-related traits in Corymbia calophylla

  • Collin W. Ahrens
  • , Kevin Murray
  • , Richard A. Mazanec
  • , Scott Ferguson
  • , Ashley Jones
  • , David T. Tissue
  • , Margaret Byrne
  • , Justin O. Borevitz
  • , Paul D. Rymer
  • Cesar Australia
  • Australian National University
  • Conservation and Attractions

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)
16 Downloads (Pure)

Abstract

Background: Drought adaptation is critical to many tree species persisting under climate change, however our knowledge of the genetic basis for trees to adapt to drought is limited. This knowledge gap impedes our fundamental understanding of drought response and application to forest production and conservation. To improve our understanding of the genomic determinants, architecture, and trait constraints, we assembled a reference genome and detected ~ 6.5 M variants in 432 phenotyped individuals for the foundational tree Corymbia calophylla. Results: We found 273 genomic variants determining traits with moderate heritability (h2SNP = 0.26-0.64). Significant variants were predominantly in gene regulatory elements distributed among several haplotype blocks across all chromosomes. Furthermore, traits were constrained by frequent epistatic and pleiotropic interactions. Conclusions: Our results on the genetic basis for drought traits in Corymbia calophylla have several implications for the ability to adapt to climate change: (1) drought related traits are controlled by complex genomic architectures with large haplotypes, epistatic, and pleiotropic interactions; (2) the most significant variants determining drought related traits occurred in regulatory regions; and (3) models incorporating epistatic interactions increase trait predictions. Our findings indicate that despite moderate heritability drought traits are likely constrained by complex genomic architecture potentially limiting trees response to climate change.
Original languageEnglish
Article number640
Number of pages15
JournalBMC Genomics
Volume25
Issue number1
DOIs
Publication statusPublished - Dec 2024

Bibliographical note

Publisher Copyright:
© The Author(s) 2024.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 13 - Climate Action
    SDG 13 Climate Action
  2. SDG 15 - Life on Land
    SDG 15 Life on Land

Keywords

  • Epistasis
  • Eucalyptus
  • Genome wide association study (GWAS)
  • Heritability
  • Pleiotropy
  • Water use efficiency

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