Genome-wide association mapping for wood characteristics in Populus identifies an array of candidate single nucleotide polymorphisms

被引:115
作者
Porth, Ilga [1 ]
Klapste, Jaroslav [2 ,3 ]
Skyba, Oleksandr [1 ]
Hannemann, Jan [4 ,5 ]
McKown, Athena D. [2 ]
Guy, Robert D. [2 ]
DiFazio, Stephen P. [6 ]
Muchero, Wellington [7 ]
Ranjan, Priya [7 ]
Tuskan, Gerald A. [7 ]
Friedmann, Michael C. [8 ]
Ehlting, Juergen [4 ,5 ]
Cronk, Quentin C. B. [8 ]
El-Kassaby, Yousry A. [2 ]
Douglas, Carl J. [8 ]
Mansfield, Shawn D. [1 ]
机构
[1] Univ British Columbia, Dept Wood Sci, Vancouver, BC V6T 1Z4, Canada
[2] Univ British Columbia, Dept Forest & Conservat Sci, Vancouver, BC V6T 1Z4, Canada
[3] Czech Univ Life Sci, Fac Forestry & Wood Sci, Dept Dendrol & Forest Tree Breeding, Prague 16521, Czech Republic
[4] Univ Victoria, Dept Biol, Victoria, BC V8W 3N5, Canada
[5] Univ Victoria, Ctr Forest Biol, Victoria, BC V8W 3N5, Canada
[6] W Virginia Univ, Dept Biol, Morgantown, WV 26506 USA
[7] Oak Ridge Natl Lab, BioSci Div, Oak Ridge, TN 37831 USA
[8] Univ British Columbia, Dept Bot, Vancouver, BC V6T 1Z4, Canada
关键词
association genetics; cellulose; lignin; Populus; single nucleotide polymorphism (SNP); wood traits; woodultrastructure; CELL-WALL FORMATION; POPULATION-STRUCTURE; BLACK COTTONWOOD; LINKAGE DISEQUILIBRIUM; NATURAL-POPULATIONS; ARABINOGALACTAN PROTEINS; MISSING HERITABILITY; PRINCIPAL-COMPONENTS; ARABIDOPSIS-THALIANA; CRYPTIC RELATEDNESS;
D O I
10.1111/nph.12422
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Establishing links between phenotypes and molecular variants is of central importance to accelerate genetic improvement of economically important plant species. Our work represents the first genome-wide association study to the inherently complex and currently poorly understood genetic architecture of industrially relevant wood traits. Here, we employed an Illumina Infinium 34K single nucleotide polymorphism (SNP) genotyping array that generated 29233 high-quality SNPs in c. 3500 broad-based candidate genes within a population of 334 unrelated Populus trichocarpa individuals to establish genome-wide associations. The analysis revealed 141 significant SNPs (0.05) associated with 16 wood chemistry/ultrastructure traits, individually explaining 3-7% of the phenotypic variance. A large set of associations (41% of all hits) occurred in candidate genes preselected for their suggested a priori involvement with secondary growth. For example, an allelic variant in the FRA8 ortholog explained 21% of the total genetic variance in fiber length, when the trait's heritability estimate was considered. The remaining associations identified SNPs in genes not previously implicated in wood or secondary wall formation. Our findings provide unique insights into wood trait architecture and support efforts for population improvement based on desirable allelic variants.
引用
收藏
页码:710 / 726
页数:17
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