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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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Melton AE, Moran K, Martinez P, Ellestad P, Milliken E, Morales W, Child AW, Richardson BA, Serpe M, Novak SJ, Buerki S. A genotype × environment experiment reveals contrasting response strategies to drought between populations of a keystone species ( Artemisia tridentata; Asteraceae). PLANT-ENVIRONMENT INTERACTIONS (HOBOKEN, N.J.) 2023; 4:201-214. [PMID: 37583876 PMCID: PMC10423975 DOI: 10.1002/pei3.10119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/18/2023] [Accepted: 07/11/2023] [Indexed: 08/17/2023]
Abstract
Western North America has been experiencing persistent drought exacerbated by climate change for over two decades. This extreme climate event is a clear threat to native plant communities. Artemisia tridentata is a keystone shrub species in western North America and is threatened by climate change, urbanization, and wildfire. A drought Genotype × Environment (G × E) experiment was conducted to assess phenotypic plasticity and differential gene expression in A. tridentata. The G × E experiment was performed on diploid A. tridentata seedlings from two populations (one from Idaho, USA and one from Utah, USA), which experience differing levels of drought stress during the summer months. Photosynthetic data, leaf temperature, and gene expression levels were compared between treatments and populations. The Utah population maintained higher photosynthetic rates and photosynthetic efficiency than the Idaho population under drought stress. The Utah population also exhibited far greater transcriptional plasticity than the Idaho population and expressed genes of response pathways distinct from those of the Idaho population. Populations of A. tridentata differ greatly in their drought response pathways, likely due to differences in response pathways that have evolved under distinct climatic regimes. Epigenetic processes likely contribute to the observed differences between the populations.
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Affiliation(s)
- Anthony E. Melton
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Kara Moran
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Peggy Martinez
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Paige Ellestad
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Erin Milliken
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Walker Morales
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Andrew W. Child
- Research Computing and Data ServicesUniversity of IdahoMoscowIdahoUSA
| | | | - Marcelo Serpe
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Stephen J. Novak
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Sven Buerki
- Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
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Meta-Analysis Reveals Challenges and Gaps for Genome-to-Phenome Research Underpinning Plant Drought Response. Int J Mol Sci 2022; 23:ijms232012297. [PMID: 36293161 PMCID: PMC9602940 DOI: 10.3390/ijms232012297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 10/06/2022] [Accepted: 10/12/2022] [Indexed: 01/24/2023] Open
Abstract
Severe drought conditions and extreme weather events are increasing worldwide with climate change, threatening the persistence of native plant communities and ecosystems. Many studies have investigated the genomic basis of plant responses to drought. However, the extent of this research throughout the plant kingdom is unclear, particularly among species critical for the sustainability of natural ecosystems. This study aimed to broaden our understanding of genome-to-phenome (G2P) connections in drought-stressed plants and identify focal taxa for future research. Bioinformatics pipelines were developed to mine and link information from databases and abstracts from 7730 publications. This approach identified 1634 genes involved in drought responses among 497 plant taxa. Most (83.30%) of these species have been classified for human use, and most G2P interactions have been described within model organisms or crop species. Our analysis identifies several gaps in G2P research literature and database connectivity, with 21% of abstracts being linked to gene and taxonomy data in NCBI. Abstract text mining was more successful at identifying potential G2P pathways, with 34% of abstracts containing gene, taxa, and phenotype information. Expanding G2P studies to include non-model plants, especially those that are adapted to drought stress, will help advance our understanding of drought responsive G2P pathways.
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Geisler M, Buerki S, Serpe MD. Herbivory Amplifies Adverse Effects of Drought on Seedling Recruitment in a Keystone Species of Western North American Rangelands. PLANTS (BASEL, SWITZERLAND) 2022; 11:2628. [PMID: 36235494 PMCID: PMC9573362 DOI: 10.3390/plants11192628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/01/2022] [Accepted: 10/04/2022] [Indexed: 06/16/2023]
Abstract
Biotic interactions can affect a plant's ability to withstand drought. Such an effect may impact the restoration of the imperiled western North American sagebrush steppe, where seedlings are exposed to summer drought. This study investigated the impact of herbivory on seedlings' drought tolerance for a keystone species in this steppe, the shrub Artemisia tridentata. Herbivory effects were investigated in two field experiments where seedlings were without tree protectors or within plastic or metal-mesh tree protectors. Treatment effects were statistically evaluated on herbivory, survival, leaf water potential, and inflorescence development. Herbivory occurrence was 80% higher in seedlings without protectors. This damage occurred in early spring and was likely caused by ground squirrels. Most plants recovered, but herbivory was associated with higher mortality during the summer when seedlings experienced water potentials between -2.5 and -7 MPa. However, there were no differences in water potential between treatments, suggesting that the browsed plants were less tolerant of the low water potentials experienced. Twenty months after outplanting, the survival of plants without protectors was 40 to 60% lower than those with protectors. The percentage of live plants developing inflorescences was approximately threefold higher in plants with protectors. Overall, spring herbivory amplified susceptibility to drought and delayed reproductive development.
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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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Child AW, Hinds J, Sheneman L, Buerki S. Centralized project-specific metadata platforms: toolkit provides new perspectives on open data management within multi-institution and multidisciplinary research projects. BMC Res Notes 2022; 15:106. [PMID: 35303952 PMCID: PMC8932304 DOI: 10.1186/s13104-022-05996-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 03/08/2022] [Indexed: 11/10/2022] Open
Abstract
Open science and open data within scholarly research programs are growing both in popularity and by requirement from grant funding agencies and journal publishers. A central component of open data management, especially on collaborative, multidisciplinary, and multi-institutional science projects, is documentation of complete and accurate metadata, workflow, and source code in addition to access to raw data and data products to uphold FAIR (Findable, Accessible, Interoperable, Reusable) principles. Although best practice in data/metadata management is to use established internationally accepted metadata schemata, many of these standards are discipline-specific making it difficult to catalog multidisciplinary data and data products in a way that is easily findable and accessible. Consequently, scattered and incompatible metadata records create a barrier to scientific innovation, as researchers are burdened to find and link multidisciplinary datasets. One possible solution to increase data findability, accessibility, interoperability, reproducibility, and integrity within multi-institutional and interdisciplinary projects is a centralized and integrated data management platform. Overall, this type of interoperable framework supports reproducible open science and its dissemination to various stakeholders and the public in a FAIR manner by providing direct access to raw data and linking protocols, metadata and supporting workflow materials.
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Affiliation(s)
- Andrew Wright Child
- Institute for Interdisciplinary Data Science, Research Computing and Data Services, University of Idaho, Moscow, ID, 83844-2358, USA.
| | - Jennifer Hinds
- Institute for Interdisciplinary Data Science, Research Computing and Data Services, University of Idaho, Moscow, ID, 83844-2358, USA
| | - Lucas Sheneman
- Institute for Interdisciplinary Data Science, Research Computing and Data Services, University of Idaho, Moscow, ID, 83844-2358, USA
| | - Sven Buerki
- Department of Biological Sciences, Boise State University, Boise, ID, 83725-1515, USA
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