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Branch HA, Moxley DR, Angert AL. Regional differences in leaf evolution facilitate photosynthesis following severe drought. THE NEW PHYTOLOGIST 2024; 243:2457-2469. [PMID: 39021265 DOI: 10.1111/nph.19963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 06/21/2024] [Indexed: 07/20/2024]
Abstract
Characterizing physiological and anatomical changes that underlie rapid evolution following climatic perturbation can broaden our understanding of how climate change is affecting biodiversity. It can also provide evidence of cryptic adaptation despite stasis at higher levels of biological organization. Here, we compared evolutionary changes in populations of Mimulus cardinalis from historically different climates in the north and south of the species' range following an exceptional drought. We grew seeds produced from predrought ancestral plants alongside peak-drought descendants in a common glasshouse and exposed them to wet and dry conditions. Before the drought, northern ancestral populations expressed traits contributing to drought escape, while southern ancestral populations expressed drought avoidance. Following the drought, both regions evolved to reduce water loss and maintain photosynthesis in dry treatments (drought avoidance), but via different anatomical alterations in stomata, trichomes, and palisade mesophyll. Additionally, southern populations lost the ability to take advantage of wet conditions. These results reveal rapid evolution towards drought avoidance at an anatomical level following an exceptional drought, but suggest that differences in the mechanisms between regions incur different trade-offs. This sheds light on the importance of characterizing underlying mechanisms for downstream life-history and macromorphological traits.
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Affiliation(s)
- Haley A Branch
- Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520, USA
- Biodiversity Research Centre and Department of Botany, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Dylan R Moxley
- Biodiversity Research Centre and Department of Botany, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Amy L Angert
- Biodiversity Research Centre and Department of Botany, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Department of Zoology, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
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2
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So CP, Sibolibane MM, Weis AE. An exploration into the conversion of dominance to additive genetic variance in contrasting environments. AMERICAN JOURNAL OF BOTANY 2022; 109:1893-1905. [PMID: 36219500 DOI: 10.1002/ajb2.16083] [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: 01/25/2022] [Revised: 09/30/2022] [Accepted: 10/04/2022] [Indexed: 06/16/2023]
Abstract
PREMISE The evolutionary response of a trait to environmental change depends upon the level of additive genetic variance. It has been long argued that sustained selection will tend to deplete additive genetic variance as favored alleles approach fixation. Non-additive genetic variance, due to interactions among alleles within and between loci, does not immediately contribute to an evolutionary response. However, shifts in the allele frequencies within and between interacting loci may convert non-additive variance into additive variance. Here we consider the possibility that an environmental shift may alter allelic interactions in ways that convert dominance into additive genetic variance. METHODS We grew a pedigreed population of Brassica rapa in greenhouse and field conditions. The field conditions mimicked agricultural conditions from which the base population was drawn, while the greenhouse featured benign conditions. We used Bayesian models to estimate the additive, dominance, and maternal components of quantitative genetic variance. We also estimated genetic correlations across environments using parental breeding values. RESULTS Although the additive genetic variance was elevated in the greenhouse condition, no consistent pattens emerged that would indicate a conversion of dominance variance. The unusually low genetic variance and broad confidence intervals for the variance estimates obtained through this analysis preclude definitive interpretations. CONCLUSIONS Further studies are needed to determine whether between-environment changes in additive genetic variance can be traced to conversion of dominance variance.
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Affiliation(s)
- Cameron P So
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada
| | - Mia M Sibolibane
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada
| | - Arthur E Weis
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada
- Koffler Scientific Reserve, University of Toronto, King City, ON, Canada
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3
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Cheptou PO, Imbert E, Thomann M. Rapid evolution of selfing syndrome traits in Viola arvensis revealed by resurrection ecology. AMERICAN JOURNAL OF BOTANY 2022; 109:1838-1846. [PMID: 35929747 DOI: 10.1002/ajb2.16028] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 05/13/2022] [Accepted: 05/13/2022] [Indexed: 06/15/2023]
Abstract
PREMISE As part of global change, climate warming and pollinator decline are expected to affect plant phenology and plant-pollinator interactions. This paper aims at characterizing rapid evolution of life history traits and floral traits over two decades in the wild pansy (Viola arvensis), a common weed in agrosystems. METHODS We used a resurrection ecology approach with genotypes sampled in 1991 and 2012 from a population in Burgundy (France). The species has a mixed mating system (hereafter: mixed selfer) and presents a floral polymorphism. To correct for maternal effects, we measured plant traits in the second generation in a common garden (after a refreshing generation) to characterize plant evolution during the two decades. In addition, historical population selfing rates in 1991 and 2012 were inferred from microsatellites markers through heterozygote deficiency and identity disequilibrium. RESULTS Phenotypic data revealed a significant advance in flowering date, reduced flower sizes and a higher propensity of plants to set seed by autonomous selfing. Moreover, we detected a change in color morph frequency with an increase of the pale morph frequency. In accordance with phenotypic data, the neutral genetic data revealed an increase in historical selfing rates from 0.68 in 1991 to 0.86 in 2012. CONCLUSIONS Taken together, such data suggest that the wild pansy, a mixed selfer, is evolving a selfing syndrome that may be the consequence of reduced pollinator activity in agrosystems.
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Affiliation(s)
- Pierre-Olivier Cheptou
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valery Montpellier, EPHE, Montpellier, Cedex, 05, France
| | - Eric Imbert
- ISEM, University of Montpellier-Montpellier, France
| | - Michel Thomann
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valery Montpellier, EPHE, Montpellier, Cedex, 05, France
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4
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Anstett DN, Branch HA, Angert AL. Regional differences in rapid evolution during severe drought. Evol Lett 2021; 5:130-142. [PMID: 33868709 PMCID: PMC8045920 DOI: 10.1002/evl3.218] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 11/06/2020] [Accepted: 01/15/2021] [Indexed: 11/09/2022] Open
Abstract
Climate change is increasing drought intensity, threatening biodiversity. Rapid evolution of drought adaptations might be required for population persistence, particularly in rear-edge populations that may already be closer to physiological limits. Resurrection studies are a useful tool to assess adaptation to climate change, yet these studies rarely encompass the geographic range of a species. Here, we sampled 11 populations of scarlet monkeyflower (Mimulus cardinalis), collecting seeds across the plants' northern, central, and southern range to track trait evolution from the lowest to the greatest moisture anomaly over a 7-year period. We grew families generated from these populations across well-watered and terminal drought treatments in a greenhouse and quantified five traits associated with dehydration escape and avoidance. When considering pre-drought to peak-drought phenotypes, we find that later date of flowering evolved across the range of M. cardinalis, suggesting a shift away from dehydration escape. Instead, traits consistent with dehydration avoidance evolved, with smaller and/or thicker leaves evolving in central and southern regions. The southern region also saw a loss of plasticity in these leaf traits by the peak of the drought, whereas flowering time remained plastic across all regions. This observed shift in traits from escape to avoidance occurred only in certain regions, revealing the importance of geographic context when examining adaptations to climate change.
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Affiliation(s)
- Daniel N Anstett
- Biodiversity Research Centre and Department of Botany University of British Columbia Vancouver British Columbia V6T 1Z4 Canada
| | - Haley A Branch
- Biodiversity Research Centre and Department of Botany University of British Columbia Vancouver British Columbia V6T 1Z4 Canada
| | - Amy L Angert
- Biodiversity Research Centre and Department of Botany University of British Columbia Vancouver British Columbia V6T 1Z4 Canada.,Department of Zoology University of British Columbia Vancouver British Columbia V6T 1Z4 Canada
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5
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Everingham SE, Offord CA, Sabot MEB, Moles AT. Time-traveling seeds reveal that plant regeneration and growth traits are responding to climate change. Ecology 2020; 102:e03272. [PMID: 33336401 DOI: 10.1002/ecy.3272] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/29/2020] [Accepted: 10/26/2020] [Indexed: 01/04/2023]
Abstract
Studies assessing the biological impacts of climate change typically rely on long-term, historic data to measure trait responses to climate through time. Here, we overcame the problem of absent historical data by using resurrected seeds to capture historic plant-trait data for a number of plant regeneration and growth traits. We collected seed and seedling trait measurements from resurrected historic seeds and compared these with modern seed and seedling traits collected from the same species in the same geographic location. We found a total of 43 species from southeastern Australia for which modern/historic seed pairs could be located. These species were located in a range of regions that have undergone different amounts of climate change across a range of temperature, precipitation, and extreme measures of climate. There was a correlation between the amount of change in climate metrics, and the amount of change in plant traits. Using stepwise model selection, we found that for all regeneration and growth trait changes (except change in stem density), the most accurate model selected at least two measures of climate change. Changes in extreme measures of climate, such as heat-wave duration and changes in climate variability, were more strongly related to changes in regeneration and growth traits than changes in mean climate metrics. Across our species, for every 5% increase in temperature variability, there was a threefold increase in the probability of seed viability and seed germination success. An increase of 1 d in the maximum duration of dry spells through time led to a 1.5-fold decrease in seed viability and seeds became 30% flatter/thinner. Regions where the maximum heat-wave duration had increased by 10 d saw a 1.35-cm decrease in seedling height and a 1.04-g decrease in seedling biomass. Rapid responses in plant traits to changes in climate may be possible; however, it is not clear whether these changes will be fast enough for plants to keep pace with future climate change.
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Affiliation(s)
- Susan E Everingham
- School of Biological Earth and Environmental Sciences, Evolution and Ecology Research Centre, University of New South Wales, Sydney, New South Wales, 2052, Australia.,The Australian PlantBank, Royal Botanic Gardens and Domain Trust, Australian Botanic Garden, Mount Annan, New South Wales, 2567, Australia
| | - Catherine A Offord
- The Australian PlantBank, Royal Botanic Gardens and Domain Trust, Australian Botanic Garden, Mount Annan, New South Wales, 2567, Australia
| | - Manon E B Sabot
- Climate Change Research Centre, University of New South Wales, Sydney, New South Wales, 2052, Australia.,Australian Research Council Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, New South Wales, 2052, Australia
| | - Angela T Moles
- School of Biological Earth and Environmental Sciences, Evolution and Ecology Research Centre, University of New South Wales, Sydney, New South Wales, 2052, Australia
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6
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Vtipil EE, Sheth SN. A resurrection study reveals limited evolution of phenology in response to recent climate change across the geographic range of the scarlet monkeyflower. Ecol Evol 2020; 10:14165-14177. [PMID: 33391707 PMCID: PMC7771151 DOI: 10.1002/ece3.7011] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 10/16/2020] [Indexed: 11/09/2022] Open
Abstract
PREMISE OF THE STUDY As global climate change alters drought regimes, rapid evolution of traits that facilitate adaptation to drought can rescue populations in decline. The evolution of phenological advancement can allow plant populations to escape drought, but evolutionary responses in phenology can vary across a species' range due to differences in drought intensity and standing genetic variation. METHODS Mimulus cardinalis, a perennial herb spanning a broad climatic gradient, recently experienced a period of record drought. Here, we used a resurrection study comparing flowering time and stem height at first flower of pre-drought ancestors and post-drought descendants from northern-edge, central, and southern-edge populations in a common environment to examine the evolution of drought escape across the latitudinal range. KEY RESULTS Contrary to the hypothesis of the evolution of advanced phenology in response to recent drought, flowering time did not advance between ancestors and descendants in any population, though storage condition and maternal effects could have impacted these results. Stem height was positively correlated with flowering time, such that plants that flowered earlier were shorter at first flower. This correlation could constrain the evolution of earlier flowering time if selection favors flowering early at a large size. CONCLUSIONS These findings suggest that rapid evolution of phenology will not rescue these populations from recent climate change. Future work is needed to examine the potential for the evolution of alternative drought strategies and phenotypic plasticity to buffer M. cardinalis populations from changing climate.
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Affiliation(s)
- Emma E. Vtipil
- Department of Plant and Microbial BiologyNorth Carolina State UniversityRaleighNCUSA
| | - Seema Nayan Sheth
- Department of Plant and Microbial BiologyNorth Carolina State UniversityRaleighNCUSA
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7
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Magnoli SM. Rapid adaptation (or not) in restored plant populations. Evol Appl 2020; 13:2030-2037. [PMID: 32908602 PMCID: PMC7463322 DOI: 10.1111/eva.12959] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 02/27/2020] [Accepted: 03/02/2020] [Indexed: 02/03/2023] Open
Abstract
Mismatches between the traits of a colonizing population and a novel habitat can generate strong selection, potentially resulting in rapid adaptation. However, for most colonization events, it can be difficult to detect rapid adaptation or distinguish it from nonadaptive evolutionary changes. Here, I take advantage of a replicated prairie restoration experiment to compare recently established plant populations in two closely located restored prairies to each other and to their shared source population to test for rapid adaptation. Using a reciprocal transplant experiment six years after the populations were established, I found that one restored plant population showed evidence of adaptation, outperforming the other restored population when grown at its home site. In contrast, I detected no evidence for adaptation at the other site. These findings demonstrate that while rapid adaptation can occur in colonizing plant populations, it may not be the rule. Better understanding of when adaptation may or may not occur in these contexts may help us use evolution to our advantage, potentially improving establishment of desirable species in restored habitats.
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Affiliation(s)
- Susan M. Magnoli
- W.K. Kellogg Biological Station and Department of Plant BiologyMichigan State UniversityHickory CornersMIUSA
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8
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Metz J, Lampei C, Bäumler L, Bocherens H, Dittberner H, Henneberg L, de Meaux J, Tielbörger K. Rapid adaptive evolution to drought in a subset of plant traits in a large-scale climate change experiment. Ecol Lett 2020; 23:1643-1653. [PMID: 32851791 DOI: 10.1111/ele.13596] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 07/20/2020] [Indexed: 12/17/2022]
Abstract
Rapid evolution of traits and of plasticity may enable adaptation to climate change, yet solid experimental evidence under natural conditions is scarce. Here, we imposed rainfall manipulations (+30%, control, -30%) for 10 years on entire natural plant communities in two Eastern Mediterranean sites. Additional sites along a natural rainfall gradient and selection analyses in a greenhouse assessed whether potential responses were adaptive. In both sites, our annual target species Biscutella didyma consistently evolved earlier phenology and higher reproductive allocation under drought. Multiple arguments suggest that this response was adaptive: it aligned with theory, corresponding trait shifts along the natural rainfall gradient, and selection analyses under differential watering in the greenhouse. However, another seven candidate traits did not evolve, and there was little support for evolution of plasticity. Our results provide compelling evidence for rapid adaptive evolution under climate change. Yet, several non-evolving traits may indicate potential constraints to full adaptation.
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Affiliation(s)
- Johannes Metz
- Plant Ecology & Nature Conservation, Institute of Biology & Chemistry, University of Hildesheim, Hildesheim, Germany.,Plant Ecology Group, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Christian Lampei
- Biodiversity and Ecosystem Research, Institute of Landscape Ecology, University of Münster, Münster, Germany
| | - Laura Bäumler
- Plant Ecology Group, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Hervé Bocherens
- Senckenberg Centre for Human Evolution and Palaeoenvironment, and Department of Geosciences, Biogeology, University of Tübingen, Tübingen, Germany
| | - Hannes Dittberner
- Plant Molecular Ecology, Institute of Botany, University of Cologne, Cologne, Germany
| | - Lorenz Henneberg
- Plant Ecology Group, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Juliette de Meaux
- Plant Molecular Ecology, Institute of Botany, University of Cologne, Cologne, Germany
| | - Katja Tielbörger
- Plant Ecology Group, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
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9
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Magnoli SM, Lau JA. Evolution in novel environments: Do restored prairie populations experience strong selection? Ecology 2020; 101:e03120. [PMID: 32535882 DOI: 10.1002/ecy.3120] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 04/08/2020] [Accepted: 05/06/2020] [Indexed: 12/12/2022]
Abstract
When populations colonize new habitats, they are likely to experience novel environmental conditions, and as a consequence may experience strong selection. While selection and the resulting evolutionary responses may have important implications for establishment success in colonizing populations, few studies have estimated selection in such scenarios. Here we examined evidence of selection in recently established plant populations in two prairie restorations in close proximity (<15 km apart) using two approaches: (1) we tested for evidence of past selection on a suite of traits in two Chamaecrista fasciculata populations by comparing the restored populations to each other and their shared source population in common gardens to quantify evolutionary responses and (2) we measured selection in the field. We found evidence of past selection on flowering time, specific leaf area, and root nodule production in one of the populations, but detected contemporary selection on only one trait (plant height). Our findings demonstrate that while selection can occur in colonizing populations, resulting in significant trait differences between restored populations in fewer than six generations, evolutionary responses differ across even nearby populations sown with the same source population. Because contemporary measures of selection differed from evolutionary responses to past selection, our findings also suggest that selection likely differs over the early stages of succession that characterize young prairies.
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Affiliation(s)
- Susan M Magnoli
- W.K. Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan, 49060.,Department of Plant Biology, Michigan State University, East Lansing, Michigan, 48823
| | - Jennifer A Lau
- Department of Biology, Indiana University, Bloomington, Indiana
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10
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Wooliver R, Tittes SB, Sheth SN. A resurrection study reveals limited evolution of thermal performance in response to recent climate change across the geographic range of the scarlet monkeyflower. Evolution 2020; 74:1699-1710. [PMID: 32537737 DOI: 10.1111/evo.14041] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/19/2020] [Accepted: 06/09/2020] [Indexed: 02/06/2023]
Abstract
Evolutionary rescue can prevent populations from declining under climate change, and should be more likely at high-latitude, "leading" edges of species' ranges due to greater temperature anomalies and gene flow from warm-adapted populations. Using a resurrection study with seeds collected before and after a 7-year period of record warming, we tested for thermal adaptation in the scarlet monkeyflower Mimulus cardinalis. We grew ancestors and descendants from northern-edge, central, and southern-edge populations across eight temperatures. Despite recent climate anomalies, populations showed limited evolution of thermal performance curves. However, one southern population evolved a narrower thermal performance breadth by 1.31°C, which matches the direction and magnitude of the average decrease in seasonality experienced. Consistent with the climate variability hypothesis, thermal performance breadth increased with temperature seasonality across the species' geographic range. Inconsistent with performance trade-offs between low and high temperatures across populations, we did not detect a positive relationship between thermal optimum and mean temperature. These findings fail to support the hypothesis that evolutionary response to climate change is greatest at the leading edge, and suggest that the evolution of thermal performance is unlikely to rescue most populations from the detrimental effects of rapidly changing climate.
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Affiliation(s)
- Rachel Wooliver
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina
| | - Silas B Tittes
- Department of Evolution and Ecology, University of California, Davis, California
| | - Seema N Sheth
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina
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11
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Skaien CL, Arcese P. Local adaptation in island populations of Plectritis congesta that differ in historic exposure to ungulate browsers. Ecology 2020; 101:e03054. [PMID: 32239504 DOI: 10.1002/ecy.3054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 02/07/2020] [Accepted: 02/24/2020] [Indexed: 11/07/2022]
Abstract
Spatial variation in the occurrence of browsing ungulates can drive local adaptation in plant traits but also lead to trade-offs among traits potentially enhancing competitive ability versus resistance or tolerance to browsing. Plectritis congesta populations co-occurring on islands with and without ungulates offer striking examples of population-level variation in traits, such as plant height and fruit morphology, which may also affect fitness. We monitored split-plot common gardens exposed to and protected from browsing ungulates for 5 yr to test for local adaptation (local vs. foreign comparison) in P. congesta by comparing the survival and fecundity of 4,392 sown fruits from six island populations where ungulates were present ("historically exposed") and six where they were absent ("historically naïve"). Our results indicate that local adaptation to browsing in P. congesta favored rosette formation, delayed flowering, reduced height, and the production of wingless fruits, all of which appeared to enhance survival, fecundity, and population growth in plants from populations historically exposed to ungulate browsers, as compared to plants from historically naïve populations. In contrast, plants from historically naïve populations displayed higher relative fitness in the absence of ungulates, increased in height, flowered earlier, and produced fewer but larger, winged fruits, often in large terminal inflorescences. Our results support the hypothesis that variation in the occurrence of ungulate browsers has led to (1) spatial heterogeneity in natural selection and rapid adaptation in P. congesta populations on islands, and (2) context-dependent trade-offs in the fitness value of traits linked to the resistance or tolerance of browsing versus success in competition for light, pollinators, or other resources. Because patterns of selection in plant communities will vary with the introduction or extirpation of top predators or browsers, we suggest historical context, local adaptation, and the capacity for rapid adaptation should be a focal concern of those aiming to maximize or predict population persistence under environmental change in conservation plans.
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Affiliation(s)
- Cora L Skaien
- Department of Forest and Conservation Sciences, Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, British Columbia, V6T 1Z4, Canada
| | - Peter Arcese
- Department of Forest and Conservation Sciences, Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, British Columbia, V6T 1Z4, Canada
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