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Amos CH, Richardson BA, Barga S, Kilkenny FF, Kasten Dumroese R. Annual-perennial lifespan variation in Chaenactis douglasii suggests a drought escape strategy in warm-arid environments. AMERICAN JOURNAL OF BOTANY 2024:e16391. [PMID: 39126164 DOI: 10.1002/ajb2.16391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 08/12/2024]
Abstract
PREMISE Intraspecific variation in drought resistance traits, such as drought escape, appear to be frequent within wild, ruderal forb species. Understanding how these traits are arrayed across the landscape, particularly in association with climate, is critical to developing forbs for wildland restoration programs. Use of forbs is requisite for maintaining biological diversity and ecological services. METHODS Using 6074 greenhouse-grown Chaenactis douglasii seedlings from 95 wild, seed-sourced populations across the western United States, we recorded bolting phenology and estimated genome size using flow cytometry. Mixed-effects regression models were used to assess whether climate of seed origin was predictive for bolting phenology and genome size. RESULTS Variation in bolting, reflecting an annual vs. perennial lifespan in this species, was observed in 8.7% of the plants, with bolting plants disproportionately occurring in locations with warm, arid climates. Populations with increasing heat and aridity were positively correlated with observed bolting (r = 0.61, p < 0.0001). About one-third (22%) of the total (61%) lifespan variation was attributed to seed source climate and annual heat moisture index, a measure of aridity. Genome size had no significant effect on bolting. Projected climate modeling for mid-century (2041-2070) supports an increasing occurrence of annual lifespan. CONCLUSIONS Our analyses support a drought escape, bet-hedging strategy in C. douglasii. Populations exposed to greater aridity exhibited a higher proportion of individuals with an annual lifespan. Drought escape leading to an annual lifespan can affect how seeds are propagated and deployed for climate-informed restoration.
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Affiliation(s)
- Cameron H Amos
- USDA Forest Service, Rocky Mountain Research Station, Moscow, Idaho
| | | | - Sarah Barga
- USDA Forest Service, Rocky Mountain Research Station, Cedar City, Utah
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Melton AE, Novak SJ, Buerki S. Utilizing a comparative approach to assess genome evolution during diploidization in Artemisia tridentata, a keystone species of western North America. AMERICAN JOURNAL OF BOTANY 2024; 111:e16353. [PMID: 38826031 DOI: 10.1002/ajb2.16353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/03/2024] [Accepted: 04/03/2024] [Indexed: 06/04/2024]
Abstract
PREMISE Polyploidization is often followed by diploidization. Diploidization is generally studied using synthetic polyploid lines and/or crop plants, but rarely using extant diploids or nonmodel plants such as Artemisia tridentata. This threatened western North American keystone species has a large genome compared to congeneric Artemisia species; dominated by diploid and tetraploid cytotypes, with multiple origins of tetraploids with genome size reduction. METHODS The genome of an A. tridentata sample was resequenced to study genome evolution and compared to that of A. annua, a diploid congener. Three diploid genomes of A. tridentata were compared to test for multiple diploidization events. RESULTS The A. tridentata genome had many chromosomal rearrangements relative to that of A. annua, while large-scale synteny of A. tridentata chromosome 3 and A. annua chromosome 4 was conserved. The three A. tridentata genomes had similar sizes (4.19-4.2 Gbp), heterozygosity (2.24-2.25%), and sequence (98.73-99.15% similarity) across scaffolds, and in k-mer analyses, similar patterns of diploid heterozygous k-mers (AB = 41%, 47%, and 47%), triploid heterozygous k-mers (AAB = 18-21%), and tetraploid k-mers (AABB = 13-17%). Biallelic SNPs were evenly distributed across scaffolds for all individuals. Comparisons of transposable element (TE) content revealed differential enrichment of TE clades. CONCLUSIONS Our findings suggest population-level TE differentiation after a shared polyploidization-to-diploidization event(s) and exemplify the complex processes of genome evolution. This research approached provides new resources for exploration of abiotic stress response, especially the roles of TEs in response pathways.
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Affiliation(s)
- Anthony E Melton
- Department of Biological Sciences, Boise State University, Boise, 83725, ID, USA
| | - Stephen J Novak
- Department of Biological Sciences, Boise State University, Boise, 83725, ID, USA
| | - Sven Buerki
- Department of Biological Sciences, Boise State University, Boise, 83725, ID, USA
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Martinez P, Serpe M, Barron R, Buerki S. Acclimation and hardening of a slow-growing woody species emblematic to western North America from in vitro plantlets. APPLICATIONS IN PLANT SCIENCES 2023; 11:e11515. [PMID: 37051580 PMCID: PMC10083460 DOI: 10.1002/aps3.11515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 12/09/2022] [Accepted: 12/15/2022] [Indexed: 06/19/2023]
Abstract
Premise Determining the tolerance of plant populations to climate change requires the development of biotechnological protocols producing genetically identical individuals used for genotype-by-environment experiments. Such protocols are missing for slow-growth, woody plants; to address this gap, this study uses Artemisia tridentata, a western North American keystone shrub, as model. Methods and Results The production of individual lines is a two-step process: in vitro propagation under aseptic conditions followed by ex vitro acclimation and hardening. Due to aseptic growth conditions, in vitro plantlets exhibit maladapted phenotypes, and this protocol focuses on presenting an approach promoting morphogenesis for slow-growth, woody species. Survival was used as the main criterion determining successful acclimation and hardening. Phenotypic changes were confirmed by inspecting leaf anatomy, and shoot water potential was used to ensure that plantlets were not water stressed. Conclusions Although our protocol has lower survival rates (11-41%) compared to protocols developed for herbaceous, fast-growing species, it provides a benchmark for slow-growth, woody species occurring in dry ecosystems.
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Affiliation(s)
- Peggy Martinez
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Marcelo Serpe
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | | | - Sven Buerki
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
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Zaiats A, Requena‐Mullor JM, Germino MJ, Forbey JS, Richardson BA, Caughlin TT. Spatial models can improve the experimental design of field-based transplant gardens by preventing bias due to neighborhood crowding. Ecol Evol 2022; 12:e9630. [PMID: 36532138 PMCID: PMC9750843 DOI: 10.1002/ece3.9630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 11/23/2022] [Accepted: 11/27/2022] [Indexed: 12/16/2022] Open
Abstract
Field-based transplant gardens, including common and reciprocal garden experiments, are a powerful tool for studying genetic variation and gene-by-environment interactions. These experiments assume that individuals within the garden represent independent replicates growing in a homogenous environment. Plant neighborhood interactions are pervasive across plant populations and could violate assumptions of transplant garden experiments. We demonstrate how spatially explicit models for plant-plant interactions can provide novel insights on genotypes' performance in field-transplant garden designs. We used individual-based models, based on data from a sagebrush (Artemisia spp.) common garden, to simulate the impact of spatial plant-plant interactions on between-group differences in plant growth. We found that planting densities within the range of those used in many common gardens can bias experimental outcomes. Our results demonstrate that higher planting densities can lead to inflated group differences and may confound genotypes' competitive ability and genetically underpinned variation. Synthesis. We propose that spatially explicit models can help avoid biased results by informing the design and analysis of field-based transplant garden experiments. Alternately, including neighborhood effects in post hoc analyses of transplant garden experiments is likely to provide novel insights into the roles of biotic factors and density dependence in genetic differentiation.
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Affiliation(s)
| | | | - Matthew J. Germino
- U.S. Geological Survey Forest and Rangeland Ecosystem Science CenterBoiseIdahoUSA
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Richardson BA, Massatti R, Islam‐Faridi N, Johnson S, Kilkenny FF. Assessing population genomic structure and polyploidy: a crucial step for native plant restoration. Restor Ecol 2022. [DOI: 10.1111/rec.13740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Rob Massatti
- Southwest Biological Center, US Geological Survey Flagstaff Arizona
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Melton AE, Child AW, Beard RS, Dumaguit CDC, Forbey JS, Germino M, de Graaff MA, Kliskey A, Leitch IJ, Martinez P, Novak SJ, Pellicer J, Richardson BA, Self D, Serpe M, Buerki S. A haploid pseudo-chromosome genome assembly for a keystone sagebrush species of western North American rangelands. G3 (BETHESDA, MD.) 2022; 12:6585877. [PMID: 35567476 PMCID: PMC9258541 DOI: 10.1093/g3journal/jkac122] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 05/03/2022] [Indexed: 11/14/2022]
Abstract
Increased ecological disturbances, species invasions, and climate change are creating severe conservation problems for several plant species that are widespread and foundational. Understanding the genetic diversity of these species and how it relates to adaptation to these stressors are necessary for guiding conservation and restoration efforts. This need is particularly acute for big sagebrush (Artemisia tridentata; Asteraceae), which was once the dominant shrub over 1,000,000 km2 in western North America but has since retracted by half and thus has become the target of one of the largest restoration seeding efforts globally. Here, we present the first reference-quality genome assembly for an ecologically important subspecies of big sagebrush (A. tridentata subsp. tridentata) based on short and long reads, as well as chromatin proximity ligation data analyzed using the HiRise pipeline. The final 4.2-Gb assembly consists of 5,492 scaffolds, with nine pseudo-chromosomal scaffolds (nine scaffolds comprising at least 90% of the assembled genome; n = 9). The assembly contains an estimated 43,377 genes based on ab initio gene discovery and transcriptional data analyzed using the MAKER pipeline, with 91.37% of BUSCOs being completely assembled. The final assembly was highly repetitive, with repeat elements comprising 77.99% of the genome, making the Artemisia tridentata subsp. tridentata genome one of the most highly repetitive plant genomes to be sequenced and assembled. This genome assembly advances studies on plant adaptation to drought and heat stress and provides a valuable tool for future genomic research.
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Affiliation(s)
- Anthony E Melton
- Corresponding author: Department of Biological Sciences, Boise State University, Boise, ID 83725, USA.
| | | | - Richard S Beard
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | | | - Jennifer S Forbey
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | - Matthew Germino
- Forest and Rangeland Ecosystem Science Center, United States Geological Survey, Boise, ID 83706, USA
| | | | | | | | - Peggy Martinez
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | - Stephen J Novak
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | - Jaume Pellicer
- Royal Botanic Gardens, Richmond TW9 3AE, UK,Institut Botànic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), Barcelona 08038, Spain
| | - Bryce A Richardson
- Rocky Mountain Research Station, United States Forest Service, Moscow, ID 83843, USA
| | - Desiree Self
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | - Marcelo Serpe
- Department of Biological Sciences, Boise State University, Boise, ID 83725, USA
| | - Sven Buerki
- Corresponding author: Department of Biological Sciences, Boise State University, Boise, ID 83725, USA.
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Chen Z, Grossfurthner L, Loxterman JL, Masingale J, Richardson BA, Seaborn T, Smith B, Waits LP, Narum SR. Applying genomics in assisted migration under climate change: Framework, empirical applications, and case studies. Evol Appl 2022; 15:3-21. [PMID: 35126645 PMCID: PMC8792483 DOI: 10.1111/eva.13335] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 11/18/2021] [Accepted: 12/01/2021] [Indexed: 12/01/2022] Open
Abstract
The rate of global climate change is projected to outpace the ability of many natural populations and species to adapt. Assisted migration (AM), which is defined as the managed movement of climate-adapted individuals within or outside the species ranges, is a conservation option to improve species' adaptive capacity and facilitate persistence. Although conservation biologists have long been using genetic tools to increase or maintain diversity of natural populations, genomic techniques could add extra benefit in AM that include selectively neutral and adaptive regions of the genome. In this review, we first propose a framework along with detailed procedures to aid collaboration among scientists, agencies, and local and regional managers during the decision-making process of genomics-guided AM. We then summarize the genomic approaches for applying AM, followed by a literature search of existing incorporation of genomics in AM across taxa. Our literature search initially identified 729 publications, but after filtering returned only 50 empirical studies that were either directly applied or considered genomics in AM related to climate change across taxa of plants, terrestrial animals, and aquatic animals; 42 studies were in plants. This demonstrated limited application of genomic methods in AM in organisms other than plants, so we provide further case studies as two examples to demonstrate the negative impact of climate change on non-model species and how genomics could be applied in AM. With the rapidly developing sequencing technology and accumulating genomic data, we expect to see more successful applications of genomics in AM, and more broadly, in the conservation of biodiversity.
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Affiliation(s)
- Zhongqi Chen
- Aquaculture Research InstituteUniversity of IdahoHagermanIdahoUSA
| | - Lukas Grossfurthner
- Bioinformatics and Computational Biology Graduate ProgramUniversity of IdahoHagermanIdahoUSA
| | - Janet L. Loxterman
- Department of Biological SciencesIdaho State UniversityPocatelloIdahoUSA
| | | | | | - Travis Seaborn
- Department of Fish and Wildlife ResourcesUniversity of IdahoMoscowIdahoUSA
| | - Brandy Smith
- Department of Biological SciencesIdaho State UniversityPocatelloIdahoUSA
| | - Lisette P. Waits
- Department of Fish and Wildlife ResourcesUniversity of IdahoMoscowIdahoUSA
| | - Shawn R. Narum
- Columbia River Inter‐Tribal Fish CommissionHagermanIdahoUSA
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Zaiats A, Germino MJ, Serpe MD, Richardson BA, Caughlin TT. Intraspecific variation mediates density dependence in a genetically diverse plant species. Ecology 2021; 102:e03502. [PMID: 34314039 DOI: 10.1002/ecy.3502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/06/2021] [Indexed: 11/06/2022]
Abstract
Interactions between neighboring plants are critical for biodiversity maintenance in plant populations and communities. Intraspecific trait variation and genome duplication are common in plant species and can drive eco-evolutionary dynamics through genotype-mediated plant-plant interactions. However, few studies have examined how species-wide intraspecific variation may alter interactions between neighboring plants. We investigate how subspecies and ploidy variation in a genetically diverse species, big sagebrush (Artemisia tridentata), can alter the demographic outcomes of plant interactions. Using a replicated, long-term common garden experiment that represents range-wide diversity of A. tridentata, we ask how intraspecific variation, environment, and stand age mediate neighbor effects on plant growth and survival. Spatially explicit models revealed that ploidy variation and subspecies identity can mediate plant-plant interactions but that the effect size varied in time and across experimental sites. We found that demographic impacts of neighbor effects were strongest during early stages of stand development and in sites with greater growth rates. Within subspecies, tetraploid populations showed greater tolerance to neighbor crowding compared to their diploid variants. Our findings provide evidence that intraspecific variation related to genome size and subspecies identity impacts spatial demography in a genetically diverse plant species. Accounting for intraspecific variation in studies of conspecific density dependence will improve our understanding of how local populations will respond to novel genotypes and biotic interaction regimes. As introduction of novel genotypes into local populations becomes more common, quantifying demographic processes in genetically diverse populations will help predict long-term consequences of plant-plant interactions.
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Affiliation(s)
- Andrii Zaiats
- Department of Biological Sciences, Boise State University, Boise, Idaho, 83725, USA
| | - Matthew J Germino
- U.S. Geological Survey, Forest and Rangeland Ecosystem Science Center, Boise, Idaho, 83706, USA
| | - Marcelo D Serpe
- Department of Biological Sciences, Boise State University, Boise, Idaho, 83725, USA
| | - Bryce A Richardson
- USDA Forest Service, Rocky Mountain Research Station, Moscow, Idaho, 83843, USA
| | - T Trevor Caughlin
- Department of Biological Sciences, Boise State University, Boise, Idaho, 83725, USA
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