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Heckman RW, Pereira CG, Aspinwall MJ, Juenger TE. Physiological Responses of C 4 Perennial Bioenergy Grasses to Climate Change: Causes, Consequences, and Constraints. ANNUAL REVIEW OF PLANT BIOLOGY 2024; 75:737-769. [PMID: 38424068 DOI: 10.1146/annurev-arplant-070623-093952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
C4 perennial bioenergy grasses are an economically and ecologically important group whose responses to climate change will be important to the future bioeconomy. These grasses are highly productive and frequently possess large geographic ranges and broad environmental tolerances, which may contribute to the evolution of ecotypes that differ in physiological acclimation capacity and the evolution of distinct functional strategies. C4 perennial bioenergy grasses are predicted to thrive under climate change-C4 photosynthesis likely evolved to enhance photosynthetic efficiency under stressful conditions of low [CO2], high temperature, and drought-although few studies have examined how these species will respond to combined stresses or to extremes of temperature and precipitation. Important targets for C4 perennial bioenergy production in a changing world, such as sustainability and resilience, can benefit from combining knowledge of C4 physiology with recent advances in crop improvement, especially genomic selection.
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Affiliation(s)
- Robert W Heckman
- Rocky Mountain Research Station, US Department of Agriculture Forest Service, Cedar City, Utah, USA;
| | - Caio Guilherme Pereira
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA;
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | | | - Thomas E Juenger
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA;
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Peschel AR, Shaw RG. Comparing the Predicted versus Realized Rate of Adaptation of Chamaecrista fasciculata to Climate Change. Am Nat 2024; 203:14-27. [PMID: 38207135 DOI: 10.1086/727507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
AbstractFisher's fundamental theorem of natural selection (FTNS) can be used in a quantitative genetics framework to predict the rate of adaptation in populations. Here, we estimated the capacity for a wild population of the annual legume Chamaecrista fasciculata to adapt to future environments and compared predicted and realized rates of adaptation. We planted pedigreed seeds from one population into three prairie reconstructions along an east-to-west decreasing precipitation gradient. The FTNS predicted adaptation at all sites, but we found a response to selection that was smaller at the home and westernmost sites and maladaptive at the middle site because of changes in the selective environment between generations. However, mean fitness of the progeny generation at the home and westernmost sites exceeded population replacement, which suggests that the environment was sufficiently favorable to promote population persistence. More studies employing the FTNS are needed to clarify the degree to which predictions of the rate of adaptation are realized and its utility in the conservation of populations at risk of extinction from climate change.
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Sarkar S, Kazarina A, Hansen PM, Ward K, Hargreaves C, Reese N, Ran Q, Kessler W, de Souza LF, Loecke TD, Sarto MVM, Rice CW, Zeglin LH, Sikes BA, Lee ST. Ammonia-oxidizing archaea and bacteria differentially contribute to ammonia oxidation in soil under precipitation gradients and land legacy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.08.566028. [PMID: 37987001 PMCID: PMC10659370 DOI: 10.1101/2023.11.08.566028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Background Global change has accelerated the nitrogen cycle. Soil nitrogen stock degradation by microbes leads to the release of various gases, including nitrous oxide (N2O), a potent greenhouse gas. Ammonia-oxidizing archaea (AOA) and ammonia-oxidizing bacteria (AOB) participate in the soil nitrogen cycle, producing N2O. There are outstanding questions regarding the impact of environmental processes such as precipitation and land use legacy on AOA and AOB structurally, compositionally, and functionally. To answer these questions, we analyzed field soil cores and soil monoliths under varying precipitation profiles and land legacies. Results We resolved 28 AOA and AOB metagenome assembled genomes (MAGs) and found that they were significantly higher in drier environments and differentially abundant in different land use legacies. We further dissected AOA and AOB functional potentials to understand their contribution to nitrogen transformation capabilities. We identified the involvement of stress response genes, differential metabolic functional potentials, and subtle population dynamics under different environmental parameters for AOA and AOB. We observed that AOA MAGs lacked a canonical membrane-bound electron transport chain and F-type ATPase but possessed A/A-type ATPase, while AOB MAGs had a complete complex III module and F-type ATPase, suggesting differential survival strategies of AOA and AOB. Conclusions The outcomes from this study will enable us to comprehend how drought-like environments and land use legacies could impact AOA- and AOB-driven nitrogen transformations in soil.
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Affiliation(s)
- Soumyadev Sarkar
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Anna Kazarina
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Paige M. Hansen
- PMH Department of Soil and Crop Sciences, Colorado State University, Fort Collins, Colorado USA
| | - Kaitlyn Ward
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | | | - Nicholas Reese
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Qinghong Ran
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Willow Kessler
- Department of Ecology & Evolutionary Biology, University of Kansas, Lawrence, Kansas, USA
| | - Ligia F.T. de Souza
- Department of Ecology & Evolutionary Biology, University of Kansas, Lawrence, Kansas, USA
| | - Terry D. Loecke
- Kansas Biological Survey and Center for Ecological Research, University of Kansas, Lawrence, Kansas, USA
- Environmental Studies Program, University of Kansas, Lawrence, Kansas, USA
| | | | - Charles W. Rice
- Department of Agronomy, Kansas State University, Manhattan, Kansas, USA
| | - Lydia H. Zeglin
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Benjamin A. Sikes
- Department of Ecology & Evolutionary Biology, University of Kansas, Lawrence, Kansas, USA
- Kansas Biological Survey and Center for Ecological Research, University of Kansas, Lawrence, Kansas, USA
| | - Sonny T.M. Lee
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
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Choi I, Han E, Wojciechowski MF, Heo T, Park J, Yang J, Gantsetseg A, Cheon K, Tamaki I, Lee J. The genetic structure and demographic history of Zabelia tyaihyonii, endemic to Korean limestone karst forests, based on genome-wide SNP markers. Ecol Evol 2023; 13:e10252. [PMID: 37404698 PMCID: PMC10316687 DOI: 10.1002/ece3.10252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/13/2023] [Accepted: 06/20/2023] [Indexed: 07/06/2023] Open
Abstract
Similar to the global phenomenon, many plant species endemic to Korean limestone karst forests are at risk of extinction due to human intervention. Zabelia tyaihyonii is a familiar shrub, called "Hardy abelia" and "Fragrant abelia" growing in the karst forests of Korea, where it is one of the most threatened species. We investigated the genetic structure and demographic history of Z. tyaihyonii, which allow us to develop appropriate conservation and management strategies. The genetic structure was evaluated using a total of 187 samples from 14 populations, covering the entire distribution of Z. tyaihyonii in South Korea. We utilized 254 and 1753 SNP loci obtained via MIG-seq (Multiplexed ISSR Genotyping by sequencing) for structure and demographic analyses, respectively. The population demographic modeling was performed with site frequency spectrum. To gain further historical insights, we also employed ENM (Ecological Niche Modeling). We found two distinct clusters (CLI and CLII) of ancient origin (ca. 490 ka). Despite CLII experiencing a more severe bottleneck, both clusters showed similar levels of genetic diversity, indicating mutual historical gene flow. Their historical distribution range seems to have changed very little. We proposed a historical distribution scenario for Z. tyaihyonii, taking into account its intrinsic factors, and emphasized a more complex response to Quaternary climate change beyond simple allopatric speciation models. These findings provide valuable insights for conservation and management strategies for Z. tyaihyonii.
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Affiliation(s)
- In‐Su Choi
- Department of Biological Sciences and BiotechnologyHannam UniversityDaejeonKorea
| | - Eun‐Kyeong Han
- Department of Biology EducationChonnam National UniversityGwangjuKorea
| | | | - Tae‐Im Heo
- Division of Baekdudaegan Biodiversity ConservationBaekdudaegan National ArboretumBonghwaKorea
| | - Jong‐Soo Park
- Division of BotanyHonam National Institute of Biological ResourcesMokpoKorea
| | - Jong‐Cheol Yang
- Division of Baekdudaegan Biodiversity ConservationBaekdudaegan National ArboretumBonghwaKorea
| | | | | | | | - Jung‐Hyun Lee
- Department of Biology EducationChonnam National UniversityGwangjuKorea
- School of Life SciencesArizona State UniversityTempeArizonaUSA
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Deng Z, Zhao J, Ma P, Zhang H, Li R, Wang Z, Tang Y, Luo T. Precipitation and local adaptation drive spatiotemporal variations of aboveground biomass and species richness in Tibetan alpine grasslands. Oecologia 2023:10.1007/s00442-023-05401-1. [PMID: 37314486 DOI: 10.1007/s00442-023-05401-1] [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: 09/12/2022] [Accepted: 06/05/2023] [Indexed: 06/15/2023]
Abstract
The Tibetan Plateau contains the highest and largest alpine pasture in the world, which is adapted to the cold and arid climate. It is challenging to understand how the vast alpine grasslands respond to climate change. We aim to test the hypothesis that there is local adaptation in elevational populations of major plant species in Tibetan alpine grasslands, and that the spatiotemporal variations of aboveground biomass (AGB) and species richness (S) can be mainly explained by climate change only when the effect of local adaptation is removed. A 7-year reciprocal transplant experiment was conducted among the distribution center (4950 m), upper (5200 m) and lower (4650 m) limits of alpine Kobresia meadow in central Tibetan Plateau. We observed interannual variations in S and AGB of 5 functional groups and 4 major species, and meteorological factors in each of the three elevations during 2012-2018. Relationships between interannual changes of AGB and climatic factors varied greatly with elevational populations within a species. Elevation of population origin generally had a greater or an equal contribution to interannual variation in AGB of the 4 major species, compared to temperature and precipitation effects. While the effect of local adaptation was removed by calculating differences in AGB and S between elevations of migration and origin, relative changes in AGB and S were mainly explained by precipitation change rather than by temperature change. Our data support the hypothesis, and further provide evidence that the monsoon-adapted alpine grasslands are more sensitive to precipitation change than to warming.
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Affiliation(s)
- Zhaoheng Deng
- Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Building 3, Courtyard 16, Lin Cui Road, Chaoyang District, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jingxue Zhao
- College of Ecology, Lanzhou University, Lanzhou, 730000, China
| | - Pengfei Ma
- Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Building 3, Courtyard 16, Lin Cui Road, Chaoyang District, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Haoze Zhang
- Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Building 3, Courtyard 16, Lin Cui Road, Chaoyang District, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ruicheng Li
- College of Urban and Environmental Sciences, and Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China
| | - Zhong Wang
- College of Life Sciences, Wuhan University, Wuhan, 430072, China
| | - Yanhong Tang
- College of Urban and Environmental Sciences, and Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China
| | - Tianxiang Luo
- Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Building 3, Courtyard 16, Lin Cui Road, Chaoyang District, Beijing, 100101, China.
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Jones SH, Reed PB, Roy BA, Morris WF, DeMarche ML. Seed type and origin-dependent seedling emergence patterns in Danthonia californica, a species commonly used in grassland restoration. PLANT-ENVIRONMENT INTERACTIONS (HOBOKEN, N.J.) 2023; 4:97-113. [PMID: 37288163 PMCID: PMC10243543 DOI: 10.1002/pei3.10105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 02/18/2023] [Accepted: 02/27/2023] [Indexed: 06/09/2023]
Abstract
Danthonia californica Bolander (Poaceae)is a native perennial bunchgrass commonly used in the restoration of prairie ecosystems in the western United States. Plants of this species simultaneously produce both chasmogamous (potentially outcrossed) and cleistogamous (obligately self-fertilized) seeds. Restoration practitioners almost exclusively use chasmogamous seeds for outplanting, which are predicted to perform better in novel environments due to their greater genetic diversity. Meanwhile, cleistogamous seeds may exhibit greater local adaptation to the conditions in which the maternal plant exists. We performed a common garden experiment at two sites in the Willamette Valley, Oregon, to assess the influence of seed type and source population (eight populations from a latitudinal gradient) on seedling emergence and found no evidence of local adaptation for either seed type. Cleistogamous seeds outperformed chasmogamous seeds, regardless of whether seeds were sourced directly from the common gardens (local seeds) or other populations (nonlocal seeds). Furthermore, average seed weight had a strong positive effect on seedling emergence, despite the fact that chasmogamous seeds had significantly greater mass than cleistogamous seeds. At one common garden, we observed that seeds of both types sourced from north of our planting site performed significantly better than local or southern-sourced seeds. We also found a significant seed type and distance-dependent interaction, with cleistogamous seedling emergence peaking approximately 125 km from the garden. These results suggest that cleistogamous seeds should be considered for greater use in D. californica restoration.
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Affiliation(s)
- S. Holden Jones
- School of Life SciencesUniversity of Hawai'i at MānoaHonoluluHawaii96822USA
| | - Paul B. Reed
- Institute for Applied EcologyCorvallisOregon97333USA
| | - Bitty A. Roy
- Institute of Ecology and EvolutionUniversity of OregonEugeneOregon97403USA
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Sarkar S, Kamke A, Ward K, Hartung E, Ran Q, Feehan B, Galliart M, Jumpponen A, Johnson L, Lee ST. Pseudomonas cultivated from Andropogon gerardii rhizosphere show functional potential for promoting plant host growth and drought resilience. BMC Genomics 2022; 23:784. [PMID: 36451103 PMCID: PMC9710129 DOI: 10.1186/s12864-022-09019-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 11/16/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Climate change will result in more frequent droughts that can impact soil-inhabiting microbiomes (rhizobiomes) in the agriculturally vital North American perennial grasslands. Rhizobiomes have contributed to enhancing drought resilience and stress resistance properties in plant hosts. In the predicted events of more future droughts, how the changing rhizobiome under environmental stress can impact the plant host resilience needs to be deciphered. There is also an urgent need to identify and recover candidate microorganisms along with their functions, involved in enhancing plant resilience, enabling the successful development of synthetic communities. RESULTS In this study, we used the combination of cultivation and high-resolution genomic sequencing of bacterial communities recovered from the rhizosphere of a tallgrass prairie foundation grass, Andropogon gerardii. We cultivated the plant host-associated microbes under artificial drought-induced conditions and identified the microbe(s) that might play a significant role in the rhizobiome of Andropogon gerardii under drought conditions. Phylogenetic analysis of the non-redundant metagenome-assembled genomes (MAGs) identified a bacterial genome of interest - MAG-Pseudomonas. Further metabolic pathway and pangenome analyses recovered genes and pathways related to stress responses including ACC deaminase; nitrogen transformation including assimilatory nitrate reductase in MAG-Pseudomonas, which might be associated with enhanced drought tolerance and growth for Andropogon gerardii. CONCLUSIONS Our data indicated that the metagenome-assembled MAG-Pseudomonas has the functional potential to contribute to the plant host's growth during stressful conditions. Our study also suggested the nitrogen transformation potential of MAG-Pseudomonas that could impact Andropogon gerardii growth in a positive way. The cultivation of MAG-Pseudomonas sets the foundation to construct a successful synthetic community for Andropogon gerardii. To conclude, stress resilience mediated through genes ACC deaminase, nitrogen transformation potential through assimilatory nitrate reductase in MAG-Pseudomonas could place this microorganism as an important candidate of the rhizobiome aiding the plant host resilience under environmental stress. This study, therefore, provided insights into the MAG-Pseudomonas and its potential to optimize plant productivity under ever-changing climatic patterns, especially in frequent drought conditions.
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Affiliation(s)
- Soumyadev Sarkar
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Abigail Kamke
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Kaitlyn Ward
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Eli Hartung
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Qinghong Ran
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Brandi Feehan
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Matthew Galliart
- grid.256032.00000 0001 2285 6924Department of Biological Sciences, Fort Hays State University, Hays, KS USA
| | - Ari Jumpponen
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Loretta Johnson
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
| | - Sonny T.M. Lee
- grid.36567.310000 0001 0737 1259Division of Biology, Kansas State University, Manhattan, KS USA
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Volk K, Braasch J, Ahlering M, Hamilton JA. Environmental contributions to the evolution of trait differences in Geum triflorum: Implications for restoration. AMERICAN JOURNAL OF BOTANY 2022; 109:1822-1837. [PMID: 36151780 DOI: 10.1002/ajb2.16061] [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: 02/14/2022] [Revised: 06/21/2022] [Accepted: 06/21/2022] [Indexed: 06/16/2023]
Abstract
PREMISE How the environment influences the distribution of trait variation across a species' range has important implications for seed transfer during restoration. Evolution across environments could influence fitness when individuals are transferred into new environments. Here, we evaluate the role the environment has had on the distribution of genetic variance for traits important to adaptation. METHODS In a common garden experiment, we quantified trait differentiation for populations of Geum triflorum sourced from three distinct ecoregions and evaluated the ability of climate to predict trait variation. Populations were sourced from the Manitoba and Great Lake alvar ecoregions that experience predictable extremes in seasonal water availability and the prairie ecoregion which exhibits unpredictable changes in water availability. RESULTS Plants sourced from alvar ecoregions exhibited smaller but more stomata and greater intrinsic water-use efficiency relative to prairie plant populations, supporting the evolution of ecotypic differences. Estimates of standing genetic variance and heritable genetic variation for quantitative traits suggest alvar populations have greater adaptive potential. However, low evolvability suggests all populations likely have limited capacity to evolve in response to environmental change. CONCLUSIONS These results highlight the importance of the environment in influencing the evolution and distribution of genetic differences across populations used as seed sources for restoration. Additionally, these data may inform recommendations for seed transfer across novel environments and our expectations of populations' adaptive potential.
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Affiliation(s)
- Kate Volk
- North Dakota State University, Department of Biological Sciences, Fargo, ND, 58102, USA
| | - Joseph Braasch
- North Dakota State University, Department of Biological Sciences, Fargo, ND, 58102, USA
- Rutgers University Camden, Department of Biological Sciences, Camden, NJ, 08102, USA
| | | | - Jill A Hamilton
- North Dakota State University, Department of Biological Sciences, Fargo, ND, 58102, USA
- Pennsylvania State University, Department of Ecosystem Science and Management, University Park, PA, 16802, USA
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Sarkar S, Kamke A, Ward K, Rudick AK, Baer SG, Ran Q, Feehan B, Thapa S, Anderson L, Galliart M, Jumpponen A, Johnson L, Lee STM. Bacterial but Not Fungal Rhizosphere Community Composition Differ among Perennial Grass Ecotypes under Abiotic Environmental Stress. Microbiol Spectr 2022; 10:e0239121. [PMID: 35442065 PMCID: PMC9241903 DOI: 10.1128/spectrum.02391-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 04/01/2022] [Indexed: 11/20/2022] Open
Abstract
Environmental change, especially frequent droughts, is predicted to detrimentally impact the North American perennial grasslands. Consistent dry spells will affect plant communities as well as their associated rhizobiomes, possibly altering the plant host performance under environmental stress. Therefore, there is a need to understand the impact of drought on the rhizobiome, and how the rhizobiome may modulate host performance and ameliorate its response to drought stress. In this study, we analyzed bacterial and fungal communities in the rhizospheres of three ecotypes (dry, mesic, and wet) of dominant prairie grass, Andropogon gerardii. The ecotypes were established in 2010 in a common garden design and grown for a decade under persistent dry conditions at the arid margin of the species' range in Colby, Kansas. The experiment aimed to answer whether and to what extent do the different ecotypes maintain or recruit distinct rhizobiomes after 10 years in an arid climate. In order to answer this question, we screened the bacterial and fungal rhizobiome profiles of the ecotypes under the arid conditions of western Kansas as a surrogate for future climate environmental stress using 16S rRNA and ITS2 metabarcoding sequencing. Under these conditions, bacterial communities differed compositionally among the A. gerardii ecotypes, whereas the fungal communities did not. The ecotypes were instrumental in driving the differences among bacterial rhizobiomes, as the ecotypes maintained distinct bacterial rhizobiomes even after 10 years at the edge of the host species range. This study will aid us to optimize plant productivity through the use of different ecotypes under future abiotic environmental stress, especially drought. IMPORTANCE In this study, we used a 10-year long reciprocal garden system, and reports that different ecotypes (dry, mesic, and wet) of dominant prairie grass, Andropogon gerardii can maintain or recruit distinct bacterial but not fungal rhizobiomes after 10 years in an arid environment. We used both 16S rRNA and ITS2 amplicons to analyze the bacterial and fungal communities in the rhizospheres of the respective ecotypes. We showed that A. gerardii might regulate the bacterial community to adapt to the arid environment, in which some ecotypes were not adapted to. Our study also suggested a possible tradeoff between the generalist and the specialist bacterial communities in specific environments, which could benefit the plant host. Our study will provide insights into the plant host regulation of the rhizosphere bacterial and fungal communities, especially during frequent drought conditions anticipated in the future.
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Affiliation(s)
- Soumyadev Sarkar
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Abigail Kamke
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Kaitlyn Ward
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Aoesta K. Rudick
- Kansas Biological Survey & Center for Ecological Research, University of Kansas, Lawrence, Kansas, USA
| | - Sara G. Baer
- Kansas Biological Survey & Center for Ecological Research, University of Kansas, Lawrence, Kansas, USA
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, USA
| | - QingHong Ran
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Brandi Feehan
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Shiva Thapa
- Department of Biology, University of North Carolina at Greensboro, Greensboro, North Carolina, USA
| | - Lauren Anderson
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Matthew Galliart
- Department of Biological Sciences, Fort Hays State University, Hays, Kansas, USA
| | - Ari Jumpponen
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Loretta Johnson
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Sonny T. M. Lee
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
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Wambulwa MC, Luo YH, Zhu GF, Milne R, Wachira FN, Wu ZY, Wang H, Gao LM, Li DZ, Liu J. Determinants of Genetic Structure in a Highly Heterogeneous Landscape in Southwest China. FRONTIERS IN PLANT SCIENCE 2022; 13:779989. [PMID: 35574120 PMCID: PMC9097793 DOI: 10.3389/fpls.2022.779989] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 04/04/2022] [Indexed: 06/15/2023]
Abstract
Intra-specific genetic diversity is a fundamental component of biodiversity, and is key to species adaptation and persistence. However, significant knowledge gaps still exist in our understanding of the patterns of genetic diversity and their key determinants. Most previous investigations mainly utilized single-species and/or a limited number of explanatory variables; so here we mapped the patterns of plastid genetic diversity within 15 plant species, and explored the key determinants shaping these patterns using a wide range of variables. Population-level cpDNA sequence data for 15 plant species from the Longitudinal Range Gorge Region (LRGR), southwest China, were retrieved from literature and used to estimate haplotype diversity (H D) and population pairwise genetic differentiation (F ST) indices. Genetic diversity and divergence landscape surfaces were then generated based on the H D and F ST, respectively, to clarify the patterns of genetic structure in the region. Subsequently, we analyzed the relationships between plastid genetic diversity and 16 explanatory variables (classified as anthropogenic, climatic, and topographic). We found that the highest genetic diversity occurred in the Yulong Mountain region, with a significant proportion (~74.81%) of the high diversity land area being located outside of protected areas. The highest genetic divergence was observed approximately along the 25°N latitudinal line, with notable peaks in the western and eastern edges of the LRGR. Genetic diversity (H D) was weakly but significantly positively correlated with both Latitude (lat) and Annual Mean Wet Day Frequency (wet), yet significantly negatively correlated with all of Longitude (long), Annual Mean Cloud Cover Percent (cld), Annual Mean Anthropogenic Flux (ahf), and Human Footprint Index (hfp). A combination of climatic, topographic, and anthropogenic factors explained a significant proportion (78%) of genetic variation, with topographic factors (lat and long) being the best predictors. Our analysis identified areas of high genetic diversity (genetic diversity "hotspots") and divergence in the region, and these should be prioritized for conservation. This study contributes to a better understanding of the features that shape the distribution of plastid genetic diversity in the LRGR and thus would inform conservation management efforts in this species-rich, but vulnerable region.
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Affiliation(s)
- Moses C. Wambulwa
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Department of Life Sciences, School of Science and Computing, South Eastern Kenya University, Kitui, Kenya
| | - Ya-Huang Luo
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
| | - Guang-Fu Zhu
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- University of the Chinese Academy of Sciences, Beijing, China
| | - Richard Milne
- School of Biological Sciences, Institute of Molecular Plant Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Francis N. Wachira
- Department of Life Sciences, School of Science and Computing, South Eastern Kenya University, Kitui, Kenya
| | - Zeng-Yuan Wu
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
| | - Hong Wang
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
| | - Lian-Ming Gao
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Lijiang Forest Biodiversity National Observation and Research Station, Kunming Institute of Botany, Chinese Academy of Sciences, Lijiang, China
| | - De-Zhu Li
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Lijiang Forest Biodiversity National Observation and Research Station, Kunming Institute of Botany, Chinese Academy of Sciences, Lijiang, China
| | - Jie Liu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
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11
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Climate variability supersedes grazing to determine the anatomy and physiology of a dominant grassland species. Oecologia 2022; 198:345-355. [PMID: 35018484 PMCID: PMC8858925 DOI: 10.1007/s00442-022-05106-x] [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: 07/06/2021] [Accepted: 01/03/2022] [Indexed: 10/29/2022]
Abstract
Grassland ecosystems are historically shaped by climate, fire, and grazing which are essential ecological drivers. These grassland drivers influence morphology and productivity of grasses via physiological processes, resulting in unique water and carbon-use strategies among species and populations. Leaf-level physiological responses in plants are constrained by the underlying anatomy, previously shown to reflect patterns of carbon assimilation and water-use in leaf tissues. However, the magnitude to which anatomy and physiology are impacted by grassland drivers remains unstudied. To address this knowledge gap, we sampled from three locations along a latitudinal gradient in the mesic grassland region of the central Great Plains, USA during the 2018 (drier) and 2019 (wetter) growing seasons. We measured annual biomass and forage quality at the plot level, while collecting physiological and anatomical traits at the leaf-level in cattle grazed and ungrazed locations at each site. Effects of ambient drought conditions superseded local grazing treatments and reduced carbon assimilation and total productivity in A. gerardii. Leaf-level anatomical traits, particularly those associated with water-use, varied within and across locations and between years. Specifically, xylem area increased when water was more available (2019), while xylem resistance to cavitation was observed to increase in the drier growing season (2018). Our results highlight the importance of multi-year studies in natural systems and how trait plasticity can serve as vital tool and offer insight to understanding future grassland responses from climate change as climate played a stronger role than grazing in shaping leaf physiology and anatomy.
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12
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Toczydlowski RH, Waller DM. Plastic and quantitative genetic divergence mirror environmental gradients among wild, fragmented populations of Impatiens capensis. AMERICAN JOURNAL OF BOTANY 2022; 109:99-114. [PMID: 34643270 DOI: 10.1002/ajb2.1782] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 09/29/2021] [Accepted: 10/01/2021] [Indexed: 06/13/2023]
Abstract
PREMISE Habitat fragmentation generates molecular genetic divergence among isolated populations, but few studies have assessed phenotypic divergence and fitness in populations where the genetic consequences of habitat fragmentation are known. Phenotypic divergence could reflect plasticity, local adaptation, and/or genetic drift. METHODS We examined patterns and potential drivers of phenotypic divergence among 12 populations of jewelweed (Impatiens capensis) that show strong molecular genetic signals of isolation and drift among fragmented habitats. We measured morphological and reproductive traits in both maternal plants within natural populations and their self-fertilized progeny grown together in a common garden. We also quantified environmental divergence between home sites and the common garden. RESULTS Populations with less molecular genetic variation expressed less maternal phenotypic variation. Progeny in the common garden converged in phenotypes relative to their wild mothers but retained among-population differences in morphology, survival, and reproduction. Among-population phenotypic variance was 3-10× greater in home sites than in the common garden for 6 of 7 morphological traits measured. Patterns of phenotypic divergence paralleled environmental gradients in ways suggestive of adaptation. Progeny resembled their mothers less as the environmental distance between their home site and the common garden increased. CONCLUSIONS Despite strong molecular signatures of isolation and drift, phenotypic differences among these Impatiens populations appear to reflect both adaptive quantitative genetic divergence and plasticity. Quantifying the extent of local adaptation and plasticity and how these covary with molecular and phenotypic variation help us predict when populations may lose their adaptive capacity.
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Affiliation(s)
- Rachel H Toczydlowski
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Donald M Waller
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
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13
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Galliart M, Sabates S, Tetreault H, DeLaCruz A, Bryant J, Alsdurf J, Knapp M, Bello NM, Baer SG, Maricle BR, Gibson DJ, Poland J, St Amand P, Unruh N, Parrish O, Johnson L. Adaptive genetic potential and plasticity of trait variation in the foundation prairie grass Andropogon gerardii across the US Great Plains' climate gradient: Implications for climate change and restoration. Evol Appl 2020; 13:2333-2356. [PMID: 33005227 PMCID: PMC7513703 DOI: 10.1111/eva.13028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 03/06/2020] [Accepted: 04/06/2020] [Indexed: 12/04/2022] Open
Abstract
Plant response to climate depends on a species' adaptive potential. To address this, we used reciprocal gardens to detect genetic and environmental plasticity effects on phenotypic variation and combined with genetic analyses. Four reciprocal garden sites were planted with three regional ecotypes of Andropogon gerardii, a dominant Great Plains prairie grass, using dry, mesic, and wet ecotypes originating from western KS to Illinois that span 500-1,200 mm rainfall/year. We aimed to answer: (a) What is the relative role of genetic constraints and phenotypic plasticity in controlling phenotypes? (b) When planted in the homesite, is there a trait syndrome for each ecotype? (c) How are genotypes and phenotypes structured by climate? and (d) What are implications of these results for response to climate change and use of ecotypes for restoration? Surprisingly, we did not detect consistent local adaptation. Rather, we detected co-gradient variation primarily for most vegetative responses. All ecotypes were stunted in western KS. Eastward, the wet ecotype was increasingly robust relative to other ecotypes. In contrast, fitness showed evidence for local adaptation in wet and dry ecotypes with wet and mesic ecotypes producing little seed in western KS. Earlier flowering time in the dry ecotype suggests adaptation to end of season drought. Considering ecotype traits in homesite, the dry ecotype was characterized by reduced canopy area and diameter, short plants, and low vegetative biomass and putatively adapted to water limitation. The wet ecotype was robust, tall with high biomass, and wide leaves putatively adapted for the highly competitive, light-limited Eastern Great Plains. Ecotype differentiation was supported by random forest classification and PCA. We detected genetic differentiation and outlier genes associated with primarily precipitation. We identified candidate gene GA1 for which allele frequency associated with plant height. Sourcing of climate adapted ecotypes should be considered for restoration.
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Affiliation(s)
| | | | | | | | | | | | - Mary Knapp
- State ClimatologistKansas State UniversityManhattanKSUSA
| | | | - Sara G. Baer
- Ecology and Evolutionary BiologyUniversity of KansasLawrenceKSUSA
| | - Brian R. Maricle
- Department of Biological SciencesFort Hays State UniversityHaysKSUSA
| | - David J. Gibson
- Plant Biology and Center for EcologySouthern Illinois UniversityCarbondaleILUSA
| | - Jesse Poland
- Plant PathologyKansas State UniversityManhattanKSUSA
| | - Paul St Amand
- Hard Winter Wheat Genetics Research UnitUSDA‐ARSManhattanKSUSA
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14
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Ahrens CW, James EA, Miller AD, Scott F, Aitken NC, Jones AW, Lu-Irving P, Borevitz JO, Cantrill DJ, Rymer PD. Spatial, climate and ploidy factors drive genomic diversity and resilience in the widespread grass Themeda triandra. Mol Ecol 2020; 29:3872-3888. [PMID: 32885504 DOI: 10.1111/mec.15614] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 08/17/2020] [Accepted: 08/17/2020] [Indexed: 12/27/2022]
Abstract
Global climate change poses a significant threat to natural communities around the world, with many plant species showing signs of climate stress. Grassland ecosystems are not an exception, with climate change compounding contemporary pressures such as habitat loss and fragmentation. In this study, we assess the climate resilience of Themeda triandra, a foundational species and the most widespread plant in Australia, by assessing the relative contributions of spatial, environmental and ploidy factors to contemporary genomic variation. Reduced-representation genome sequencing on 472 samples from 52 locations was used to test how the distribution of genomic variation, including ploidy polymorphism, supports adaptation to hotter and drier climates. We explicitly quantified isolation by distance (IBD) and isolation by environment (IBE) and predicted genomic vulnerability of populations to future climates based on expected deviation from current genomic composition. We found that a majority (54%) of genomic variation could be attributed to IBD, while an additional 22% (27% when including ploidy information) could be explained by two temperature and two precipitation climate variables demonstrating IBE. Ploidy polymorphisms were common within populations (31/52 populations), indicating that ploidy mixing is characteristic of T. triandra populations. Genomic vulnerabilities were found to be heterogeneously distributed throughout the landscape, and our analysis suggested that ploidy polymorphism, along with other factors linked to polyploidy, reduced vulnerability to future climates by 60% (0.25-0.10). Our data suggests that polyploidy may facilitate adaptation to hotter climates and highlight the importance of incorporating ploidy in adaptive management strategies to promote the resilience of this and other foundation species.
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Affiliation(s)
- Collin W Ahrens
- Hawkesbury Institute for the Environment, Western Sydney University, Richmond, NSW, Australia.,Royal Botanic Gardens Victoria, Melbourne, VIC, Australia
| | | | - Adam D Miller
- School of Life and Environmental Sciences, Centre for Integrative Ecology, Deakin University, Warrnambool, VIC, Australia
| | - Ferguson Scott
- Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Nicola C Aitken
- Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Ashley W Jones
- Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Patricia Lu-Irving
- Research Centre for Ecosystem Resilience, Australian Institute of Botanical Science, Royal Botanic Garden, Sydney, NSW, Australia
| | - Justin O Borevitz
- Research School of Biology, Australian National University, Canberra, ACT, Australia
| | | | - Paul D Rymer
- Hawkesbury Institute for the Environment, Western Sydney University, Richmond, NSW, Australia
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