Abstract
The oleoresin defense system of loblolly pine (Pinus taeda) protects trees from insects and pathogens and is an important source of renewable biofuels and chemicals, but the genetic basis of oleoresin production is poorly understood. We characterized the genetic architecture of oleoresin flow, resin canal number, stem wood terpene content, and monoterpene composition in two clonal populations of P. taeda. We used quantitative genetic analyses, genome-wide association studies (GWASs), multiplex network learning, and gene expression profiling to elucidate shared gene networks underlying defense traits and to identify high-quality candidates for breeding and engineering loblolly pine. Genetic analyses revealed polygenic inheritance and trait-to-trait correlations provide strong evidence for shared genes regulating constitutive and induced oleoresin flow. We identified 236 single nucleotide polymorphisms associated with oleoresin flow, resin canal number, and terpene composition and highlight candidate genes likely involved in terpene biosynthesis, cambial meristem reprogramming, and pathogen perception and immune signaling. Fourteen GWAS candidates were methyl jasmonate-responsive in tissues where resin canals initiate and terpene production occurs. Integrating quantitative genetics, GWAS, gene expression, and multiplex network analyses enabled the prioritization of high-quality candidate genes. This work advances the development of more resilient loblolly pine optimized for ecological performance, renewable chemical, and biofuel production.
| Original language | English |
|---|---|
| Pages (from-to) | 2966-2987 |
| Number of pages | 22 |
| Journal | New Phytologist |
| Volume | 250 |
| Issue number | 5 |
| DOIs | |
| State | Published - Jun 2026 |
Funding
Oleoresin flow phenotyping was funded by the Department of Energy, Office of Science, Office of Biological and Environmental Research Award No. DE‐SC‐0019099. Terpene phenotyping and gene expression were funded by the Department of Energy, ARPA‐ E Award No. DE‐AR0000209. Genotyping was funded by US Department of Agriculture–National Institute for Food and Agriculture Award #2011‐68002‐30185. MM was supported by the National Science Foundation Graduate Research Fellowship Program Grant No. DGE‐1842473 and the Department of Energy Office of Science Graduate Student Research Program Award in 2022 for Solicitation 1. JW was supported by the US Department of Agriculture Cooperative State Research, Education, and Extension Service's Food and Agricultural Sciences National Needs Graduate Fellowship and ARPA‐ E Award No. DE‐AR0000209. This material is based upon work at the Center for Bioenergy Innovation supported by the US Department of Energy, Office of Science, Biological and Environmental Research under Contract Number ERKP886. We thank Jennifer Lauture for assisting with wood core collection and Cameron Mitchell, Haley Diefenbaugh, Olivia Johnson, Mary DiFresco, Makayla Rutski, Evan Quigley, Emery Hauser, and Emily Stone for assisting with oleoresin collection and processing. We thank Amanda De La Torre for sharing A dept2 v.2 SNP genotype file.
Keywords
- genome-wide association study
- loblolly pine
- oleoresin flow
- plant immunity
- quantitative genetics
- systems biology
- terpene
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