Genome-Wide Variation in DNA Methylation Predicts Variation in Leaf Traits in an Ecosystem-Foundational Oak Species

被引:8
作者
Browne, Luke [1 ,2 ]
MacDonald, Brandon [1 ]
Fitz-Gibbon, Sorel [1 ]
Wright, Jessica W. [3 ]
Sork, Victoria L. [1 ,4 ]
机构
[1] Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Charles E Young Dr, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Inst Environm & Sustainabil, UCLA La Kretz Ctr Calif Conservat Sci, Los Angeles, CA 90095 USA
[3] US Forest Serv, USDA, Pacific Southwest Res Stn, 1731 Res Pk Dr, Davis, CA 95618 USA
[4] Univ Calif Los Angeles, Inst Environm & Sustainabil, Los Angeles, CA 90095 USA
来源
FORESTS | 2021年 / 12卷 / 05期
基金
美国国家科学基金会;
关键词
phenotype; DNA methylation; Quercus; single nucleotide polymorphisms; functional traits; leaf traits; bisulfite sequencing; QUERCUS-LOBATA; GENE-EXPRESSION; NATURAL VARIATION; NEXT-GENERATION; 5-AZACYTIDINE; ASSOCIATION; ADAPTATION; CLIMATE; CONSEQUENCES; EPIGENETICS;
D O I
10.3390/f12050569
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Epigenetic modifications such as DNA methylation are a potential mechanism for trees to respond to changing environments. However, it remains controversial the extent to which DNA methylation impacts ecologically important traits that influence fitness. In this study, we used reduced-representation bisulfite sequencing to associate genomic and epigenomic variation with seven phenotypic traits related to growth, leaf function, and disease susceptibility in 160 valley oak (Quercus lobata) saplings planted across two common gardens in California. We found that DNA methylation was associated with a significant fraction of phenotypic variance in plant height, leaf lobedness, powdery mildew infection, and trichome density. Two of the seven traits were significantly associated with DNA methylation in the CG context, three traits were significantly associated with CHG methylation, and two traits were significantly associated with CHH methylation. Notably, controlling for genomic variation in SNPs generally reduced the amount of trait variation explained by DNA methylation. Our results suggest that DNA methylation may serve as a useful biomarker to predict phenotypic variation in trees, though it remains unclear the degree to which DNA methylation is a causal mechanism driving phenotypic variation in forest tree species.
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页数:14
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