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Association Genetics of Wood Physical Traits in the Conifer White Spruce and Relationships With Gene Expression

机译:针叶白云杉木材物理性状的关联遗传及其与基因表达的关系

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摘要

Marker-assisted selection holds promise for highly influencing tree breeding, especially for wood traits, by considerably reducing breeding cycles and increasing selection accuracy. In this study, we used a candidate gene approach to test for associations between 944 single-nucleotide polymorphism markers from 549 candidate genes and 25 wood quality traits in white spruce. A mixed-linear model approach, including a weak but nonsignificant population structure, was implemented for each marker–trait combination. Relatedness among individuals was controlled using a kinship matrix estimated either from the known half-sib structure or from the markers. Both additive and dominance effect models were tested. Between 8 and 21 single-nucleotide polymorphisms (SNPs) were found to be significantly associated (P ≤ 0.01) with each of earlywood, latewood, or total wood traits. After controlling for multiple testing (Q ≤ 0.10), 13 SNPs were still significant across as many genes belonging to different families, each accounting for between 3 and 5% of the phenotypic variance in 10 wood characters. Transcript accumulation was determined for genes containing SNPs associated with these traits. Significantly different transcript levels (P ≤ 0.05) were found among the SNP genotypes of a 1-aminocyclopropane-1-carboxylate oxidase, a β-tonoplast intrinsic protein, and a long-chain acyl-CoA synthetase 9. These results should contribute toward the development of efficient marker-assisted selection in an economically important tree species.
机译:标记辅助选择通过大大减少育种周期并提高选择准确性,有望对树木育种,尤其是木材性状产生重大影响。在这项研究中,我们使用了候选基因方法来测试来自549个候选基因的944个单核苷酸多态性标记与白云杉中25种木材品质性状之间的关联。对每种标记-性状组合采用了混合线性模型方法,包括弱但不显着的种群结构。使用从已知的半同胞结构或标记估计的亲属关系矩阵控制个体之间的相关性。测试了加性效应模型和优势效应模型。发现8到21个单核苷酸多态性(SNP)与早木,晚木或总木性状显着相关(P≤0.01)。控制多个测试(Q≤0.10)后,属于不同家族的许多基因中仍存在13个SNP,每个SNP占10个木本性状表型变异的3%至5%。确定含有与这些性状相关的SNP的基因的转录物积累。在1-氨基环丙烷-1-羧酸酯氧化酶,β-质膜固有蛋白和长链酰基辅酶A合成酶9的SNP基因型之间发现转录水平显着不同(P≤0.05)。这些结果应有助于经济上重要的树种的有效标记辅助选择的开发。

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