Oct 2026· Evolutionary Applications· Vol 19· 0 citations· 88 references
Medicine
TL;DR
This study presents the first approach to scale the genomic offset to a broadly‐distributed forest tree, providing a foundation for integrating genomic, phenotypic, and ecological data to inform climate‐resilient forest management.
Abstract
Understanding the adaptive potential of widespread trees is critical for predicting species resilience under climate change and informing their conservation strategies. We assessed the genomic offset in Populus tremuloides Michx. (aspen) using 10,937 genotyping‐by‐sequencing derived, high‐quality SNPs from 891 individuals sampled across the species' range, from Mexico to both the eastern and western regions of North America. Gradient forest models were applied using multiple SNP datasets and climate scenarios, with the genomic offset standardized by aspen population genetic clusters and ecological regions to identify future habitat suitability (recipient importance) and potential sources of reproductive material (donor importance) for assisted migration. Moisture‐related variables exerted consistently stronger selective pressure on genetic variation than temperature, reflecting the riparian ecology of aspen. Populations from Mexico and the southwestern U.S.A. exhibited the highest offsets, suggesting elevated vulnerability despite apparent drought adaptations, whereas northern populations showed the lowest offsets, consistent with projected northward range shifts. Traits not captured by genomic offset models, such as polyploidy, clonality, hybridization, and epigenetics, may buffer environmental stress and enhance resilience, underscoring the limitations of purely genomic predictions. To complement offset estimates, we tested linear models using phenotypic data (growth, polyploidy), but the limited representation of aspen populations in common garden trials restricted validation. Nevertheless, a positive association between polyploidy and offset emerged, suggesting a potential adaptive or buffering mechanism that warrants further investigation. Together, our results illustrate both the promise and the limitations of genomic offset as a predictive framework for widely distributed species. By presenting the first approach to scale the genomic offset to a broadly‐distributed forest tree, this study provides a foundation for integrating genomic, phenotypic, and ecological data to inform climate‐resilient forest management. Range‐wide common garden and provenance trials remain essential, yet they remain scarce for broadleaf species such as aspen. Integrating multiple data sources is critical for developing effective climate‐resilient forest management strategies.
The influence of demography and selection over a species’ evolutionary time can influence responses to current and future stressors. We used range-wide datasets in ponderosa pine (Pinus ponderosa) to understand the influence of demography and selection on current population structure. Samples were sequenced with 55,000...
Sean M. Collins, Anna Lincoln, A. De la Torre· Plants· 0 citations
Understanding adaptation to environmental variation is fundamental to climate-resilient agriculture. Here, we analyzed a georeferenced collection of 167 Dioscorea accessions spanning a wide range of bioclimatic and biophysical variation, from dry sahelian environment to rainforest environment. Genome-wide association a...
B. Adhikari, R. Akakpo, Anna Halpin-McCormick et al.· bioRxiv· 0 citations
S safeguarding currently suitable habitats, even if projected to become climatically unsuitable, and protecting future suitable areas outside PAs, including stable habitats and Anthropocene refugia are recommended to help ensure long‐term conservation.
Ahmed Seid Ahmed, Daniel Melese, Mulatu Ayenew Aligaz et al.· Ecology and Evolution· 0 citations
Predicting the potential climatic suitability of invasive plants under global warming is essential for understanding invasion mechanisms and developing targeted management and control strategies. Here, we used MaxEnt and biomod2 (incorporating 10 individual algorithm models) to project potential suitable habitats for t...
Yu-Hang Liu, Ping Guan, M. Shao et al.· Diversity· 0 citations
This study investigates 15 populations of an alpine shrub Rhododendron intricatum in the Mt. Gongga region of the eastern Hengduan Mountains and reveals coordinated genomic and phenotypic responses to shared environmental gradients.
Qin Li, Kai-Ning Hu, Ji Wang et al.· Molecular Ecology· 0 citations
Globally, urban expansion and agriculture have driven widespread wetland degradation and loss. The Brolga (Antigone rubicunda), a wetland-dependent crane species distributed across northern and eastern Australia, is threatened in south-eastern states. In Victoria, census estimates remain below 1,000, and the species is...
Abby L. E. Bryce, Skye Davis, Inka Veltheim et al.· Conservation Genetics· 0 citations
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