Climate adaptation in Populus trichocarpa: key adaptive loci identified for stomata and leaf traits

被引:0
作者
Klein, Marie C. [1 ]
Meng, Zi [1 ]
Bailey-Bale, Jack [1 ]
Milner, Suzanne [1 ]
Shi, Peicai [1 ]
Muchero, Wellington [2 ,3 ]
Chen, Jin-Gui [2 ,3 ]
Tschaplinski, Timothy J. [2 ,3 ]
Jacobson, Daniel [2 ,3 ]
Lagergren, John [2 ,3 ]
Lane, Matthew [4 ]
O'Brien, Chris [4 ]
Chhetri, Hari [2 ,3 ]
Abeyratne, Chanaka Roshan [2 ,3 ]
Shu, Mengjun [2 ,3 ]
Freer-Smith, Peter [1 ]
Buckley, Thomas N. [1 ]
Magney, Troy S. [1 ]
Monroe, J. Grey [1 ]
Tuskan, Gerald A. [2 ,3 ]
Taylor, Gail [1 ,5 ]
机构
[1] Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USA
[2] Oak Ridge Natl Lab, Biosci Div, Oak Ridge, TN 37831 USA
[3] Oak Ridge Natl Lab, Ctr Bioenergy Innovat, Oak Ridge, TN 37831 USA
[4] Univ Tennessee Knoxville, Bredesen Ctr Interdisciplinary Res & Grad Educ, Knoxville, TN 37996 USA
[5] UCL, Dept Genet Environm & Evolut, London WC1E 6BT, England
关键词
bioenergy; climate adaptation; drought; leaf; Populus trichocarpa; stomata; WATER-USE EFFICIENCY; DROUGHT TOLERANCE; BLACK COTTONWOOD; POPLAR; BIOENERGY; CLONES; GENOMICS; STRESS; CONDUCTANCE; DENSITY;
D O I
10.1111/nph.70343
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
We investigated adaptive genetic variation in Populus trichocarpa, a potential biofuel feedstock crop, to better understand how physiological traits may influence tolerance to water limitation. Our study focused on leaf and stomatal traits, given their roles in plant-water relations and adaptation. Using a diversity panel of over 1300 genotypes, we measured 14 leaf and stomatal traits under control (well-watered) and drought (water-limited) conditions. We conducted genome-wide association studies (GWAS), climate association analyses, and transcriptome (RNA-seq) profiling to identify genetic loci associated with phenotypic variation and adaptation. Stomatal traits, including size and density, were correlated with the climate of origin, with genotypes from more arid regions tending to have smaller but denser stomata. GWAS identified multiple loci associated with trait variation, including a major-effect region on chromosome 10 linked to stomatal size and abaxial contact angle. This locus overlapped with a tandem array of 3-ketoacyl-CoA synthase (KCS) genes and showed strong allele-climate and gene expression associations. Our findings reveal genetic and phenotypic variation consistent with local adaptation and suggest that future climates may favor alleles associated with smaller stomata, particularly under increasing aridity. This work provides insights into climate adaptation and breeding strategies for resilience in perennial crops.
引用
收藏
页数:18
相关论文
共 92 条
[1]   Molecular Breeding for Improved Second Generation Bioenergy Crops [J].
Allwright, Mike R. ;
Taylors, Gail .
TRENDS IN PLANT SCIENCE, 2016, 21 (01) :43-54
[2]   Accelerating wood domestication in forest trees through genome editing: Advances and prospects [J].
Anders, Chantal ;
Hoengenaert, Lennart ;
Boerjan, Wout .
CURRENT OPINION IN PLANT BIOLOGY, 2023, 71
[3]  
[Anonymous], 2022, SAF Grand Challenge Roadmap
[4]  
[Anonymous], 2022, Sustainable Aviation Fuel Grand Challenge Roadmap: Flight Plan for Sustainable Aviation Fuel Report
[5]   Leaf surface traits and water storage retention affect photosynthetic responses to leaf surface wetness among wet tropical forest and semiarid savanna plants [J].
Aparecido, Luiza M. T. ;
Miller, Gretchen R. ;
Cahill, Anthony T. ;
Moore, Georgianne W. .
TREE PHYSIOLOGY, 2017, 37 (10) :1285-1300
[6]   The genetic basis of adaptation in phenology in an introduced population of Black Cottonwood (Populus trichocarpa, Torr. & Gray) [J].
Apuli, Rami-Petteri ;
Richards, Thomas ;
Rendon-Anaya, Martha ;
Karacic, Almir ;
Ronnberg-Wastljung, Ann-Christin ;
Ingvarsson, Par K. .
BMC PLANT BIOLOGY, 2021, 21 (01)
[7]   The effect of phenotypic outliers and non-normality on rare-variant association testing [J].
Auer, Paul L. ;
Reiner, Alex P. ;
Leal, Suzanne M. .
EUROPEAN JOURNAL OF HUMAN GENETICS, 2016, 24 (08) :1188-1194
[8]   Climate-related genetic variation in drought-resistance of Douglas-fir (Pseudotsuga menziesii) [J].
Bansal, Sheel ;
Harrington, Constance A. ;
Gould, Peter J. ;
St Clair, J. Bradley .
GLOBAL CHANGE BIOLOGY, 2015, 21 (02) :947-958
[9]  
Beerling DJ, 1997, BOT J LINN SOC, V124, P137, DOI 10.1006/bojl.1997.0098
[10]   The GenTree Leaf Collection: Inter- and intraspecific leaf variation in seven forest tree species in Europe [J].
Benavides, Raquel ;
Carvalho, Barbara ;
Bastias, Cristina C. ;
Lopez-Quiroga, David ;
Mas, Antonio ;
Cavers, Stephen ;
Gray, Alan ;
Albet, Audrey ;
Alia, Ricardo ;
Ambrosio, Olivier ;
Aravanopoulos, Filippos ;
Aunon, Francisco ;
Avanzi, Camilla ;
Avramidou, Evangelia V. ;
Bagnoli, Francesca ;
Ballesteros, Eduardo ;
Barbas, Evangelos ;
Bastien, Catherine ;
Bernier, Frederic ;
Bignalet, Henry ;
Bouic, Damien ;
Brunetto, William ;
Buchovska, Jurata ;
Cabanillas-Saldana, Ana M. ;
Cheval, Nicolas ;
Climent, Jose M. ;
Correard, Marianne ;
Cremer, Eva ;
Danusevicius, Darius ;
Dauphin, Benjamin ;
Del Cano, Fernando ;
Denou, Jean-Luc ;
Dokhelar, Bernard ;
Dourthe, Remi ;
Farsakoglou, Anna-Maria ;
Fera, Andreas ;
Fonti, Patrick ;
Ganopoulos, Ioannis ;
Garcia del Barrio, Jose M. ;
Gilg, Olivier ;
Gonzalez-Martinez, Santiago C. ;
Graf, Rene ;
Grivet, Delphine ;
Gugerli, Felix ;
Hartleitner, Christoph ;
Heer, Katrin ;
Hollenbach, Enja ;
Hurel, Agathe ;
Issehuth, Bernard ;
Jean, Florence .
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2021, 30 (03) :590-597