Evidence map›Paper›PMID 40728086›Full record

ArticleThe New phytologist2025

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

Marie C Klein, Zi Meng, Jack Bailey-Bale, Suzanne Milner, Peicai Shi, Wellington Muchero, Jin-Gui Chen, Timothy J Tschaplinski, Daniel Jacobson, John Lagergren and 11 more

Abstract read
In one paragraph

Article in The New phytologist, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Phytochemical Diversity inPlants (Basel, Switzerland) · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Cuticular wax profiling ofFrontiers in plant science · 2026
    Article
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Marie C KleinDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0009-0003-4199-8970
Zi MengDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.
Jack Bailey-BaleDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0009-0007-3816-6531
Suzanne MilnerDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.
Peicai ShiDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.
Wellington Muchero *Biosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-0200-9856
Jin-Gui ChenBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-1752-4201
Timothy J TschaplinskiBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-9540-6622
Daniel JacobsonBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
John LagergrenBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-8092-7433
Matthew LaneBredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee Knoxville, Knoxville, TN, 37996, USA.ORCID 0000-0002-7750-6822
Chris O'BrienBredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee Knoxville, Knoxville, TN, 37996, USA.
Hari ChhetriBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0001-6820-8789
Chanaka Roshan AbeyratneBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-9561-3955
Mengjun ShuBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0002-6323-2664
Peter Freer-SmithDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0000-0002-4465-1927
Thomas N BuckleyDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0000-0001-7610-7136
Troy S MagneyDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0000-0002-9033-0024
J Grey MonroeDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0000-0002-4025-5572
Gerald A TuskanBiosciences Division and the Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.ORCID 0000-0003-0106-1289
Gail TaylorDepartment of Plant Sciences, University of California Davis, Davis, CA, 95616, USA.ORCID 0000-0001-8470-6390

Funding

Biological and Environmental Research ERKP886
6 · The paper itself

Abstract

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.

Indexed as

Adaptation, PhysiologicalClimatePlant LeavesPlant StomataPopulusQuantitative Trait, HeritableQuantitative Trait LociDroughtsGene Expression Regulation, PlantGenome-Wide Association StudyGenotypePhenotypePolymorphism, Single Nucleotidebioenergyclimate adaptationdroughtleafPopulus trichocarpastomata

Identifiers

PMID40728086
PMCPMC12371182

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.