E. umbellatum population genomics

Population Genomics of a Widely-Distributed Perennial

Fecha de primera publicación: 04/02/2026

This project seeks to understand historical demography, phylogeography and environmental adaptation in a widespread North American shrub.

PI: Peter B. Pearman

Collaborators: J. Travis Colombus (California Botanical Garden, Claremont, California), Jean-Rémi Trotta and Tyler S. Alioto (Centro Nacional de Análisis Genómico, CNAG, Barcelona)

Start date: April 1, 2014

Duration: Completed 31.12.2023.
Research location: Western North America


Support: ad-hoc and discretionary

While mobile animals and plants with substantial dispersal capabilities have the ability to move to follow the changing distributions of suitable climate, many species will have to adapt in situ if they are to persist in the face of climate change. While it is difficult to predict future adaptation, substantial information on the evolutionary history of species in relation to climate can be found by examining genomic variation, current geographic distribution, and morphological variation. This information can be used to inform us about how species potentially respond to the ongoing changing climate. Species with spatial distributions that span substantial environmental variation provide an opportunity to examine how adaptation contributes to maintaining both species breadth and geographic range. In this project we examine geographic variability in genomic variation that has been shaped by both selective and neutral processes, representing both adaptation and demographic history. These genetic patterns reflect distinct processes that are involved in population-level responses to a changing environment. By understanding the history and genomic basis of these responses, we will contribute to understanding how large-scale environmental change may affect future population distribution and adaptation.

Adaptation and evolutionary history in non-model organisms (lacking a reference genome) is increasingly possible through the use of techniques to construct genomic libraries that subsample the genome. We have chosen this approach to develop research on the demographic and evolutionary history of Eriogonum umbellatum (Polygonaceae), a small shrub with bright yellow flowers in western North America. The range of this species extends from the Sierra Nevada almost to the Rocky Mountains, and from the mountains in the southern Mojave Desert to the eastern slopes of the Cascade Range in central Oregon. E. umbellatum is adapted to a variety of arid, semi-arid, and mountainous environments, and occurs on well-drained serpentine and non-serpentine soils. Taxonomists have recognized substantial, though subtle, morphological variation in this species and have described 40 varieties. These varieties vary in the extent of their distribution and the range of environmental conditions they encounter. The high level of taxonomic, morphological, and environmental variation exhibited by the species suggests that rapid adaptive evolution of environmental tolerance characterizes this widely distributed species. Characterizing the genomic basis of this variation, at loci influenced by selection and at others dominated by processes of genetic drift and dispersal, will deepen our understanding of the processes that promote species cohesion or, alternatively, isolate populations and lead to adaptive speciation.

This investigation of population structure, evolutionary history, and environmental adaptation in E. umbellatum builds on previous collaborative work on evolution in Eriogonum and Polygonaceae. In the current work, we have used Genotyping-by-Sequencing to develop a sequenced GBS library and dataset with thousands of bi-allelic SNPs. We have also developed additional genomic resources, including a substantial collection of tissues from over 60 populations, a draft genome using both long-read and Illumina technology, an annotated transcriptome, and a custom bioinformatics pipeline. We are currently examining the diversity within E. umbellatum and some closely related congeners and other relatives in an effort to determine the species boundaries and monophyly of this taxon. Our SNP data encompass about 30 additional species in the genera Eriogonum and Chorizanthe. Our initial analyses indicate that species-level designation is needed for some taxa that are currently distinguished at the varietal level.

Once we know species boundaries, we will examine intraspecific structure and identify potential loci under environmental selection. This will serve as the basis for modeling genome-environment associations and, subsequently, the geographic displacement of suitable environmental conditions as climate change progresses. To do this, we will develop ddRADseq libraries at UPV. After sequencing, additional modeling will address the demographic and phylogeographic history of the species through the Neogene. We intend to identify clusters of populations that share a common demographic and evolutionary history. With this information, we will examine the environmental distribution of potentially adaptive loci using targeted sequencing methods.

Relevant Publications

Kostikova, A., N. Salamin and P. B. Pearman. 2014. The role of climatic tolerances and seed traits in reduced extinction rates of temperate Polygonaceae. Evolution 68:1856-1870.

Kostikova, A., G. Litsios, S. Burgy, L. Milani, P. B. Pearman, and N. Salamin. 2014. Scale-dependent adaptive evolution and morphological convergence to climate niche in the Californian eriogonoids (Polygonaceae). Journal of Biogeography 41:1326-1337.

Kostikova, A., G. Litsios, N. Salamin, and P. B. Pearman.  2013. Linking life history traits, ecology and niche breadth evolution in the North American eriogonoids (Polygonaceae). American Naturalist 182:760-774.

Pearman, P. B., T. S. Alioto, J.-R. P. Trotta, and J. T. Columbus. 2021. Genotyping-by-sequencing resolves relationships in Polygonaceae tribe Eriogoneae. Taxon 70:826-841. DOI: https://doi.org/10.1002/tax.12535

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Spatially Explicit Evolution of Diversity (SPEED)

Applicant: Peter B. Pearman (Swiss Federal Research Institute WSL)

Co-applicants: Nicolas Salamin (University of Lausanne), Christian Lexer (University of Freibourgh), Niklaus Zimmermann (Swiss Federal Research Institute), Felix Forest (Royal Botanic Gardens, Kew)

Start date: 1 October 2009

Duration: 44 months

Location of research: South Africa, Switzerland

Support: 964, 637 Swiss Franks

Expanded Abstract:

The species environmental niche consists of the biotic and abiotic conditions necessary for long-term persistence and the niche occupies a central place in the development of ecological theories of competition, limiting similarity, and character divergence.  We study interspecific variation in niche characteristics by adopting an evolutionary perspective.  Application of a toolkit used in the disciplines of systematics and evolutionary biology enables us to address how the environmental niche has changed in a family of plants during the diversification of a clade.  We focus on the Restionaceae, a monophyletic family of grass-like plants of which 340 of the 350 species are endemic to southern Africa.  This is a defensible choice because the relative climatic stability of this region during the Pleistocene suggests that these species distributions are currently at equilibrium with climate.  Under accelerating climate change, the capacity of these species for rapid niche evolution will contribute to determining their fate in a landscape where opportunities for successful dispersal to areas of favourable climate may be limited by intervening expanses of unsuitable habitat and the anthropogenic barriers of agriculture, transportation corridors and urbanization. 

We will develop models of niche evolution that serve both for understanding the evolution of extant species diversity and community structure, and for forecasting how diversity and community structure change, given projected climate change and the potential we identify for rapid niche evolution.  We will model characteristics of the ß-niche (habitat-specific, e.g. geology, fire frequency and vegetation type) and ?-niche (climatic), using field-acquired occurrence data for each species. New GIS data layers of fire frequency and geology will be developed.  The relationship between the fundamental and the estimated realized niche will be experimentally evaluated in multiple species.  We will compare in a greenhouse experiment the drought and flooding tolerances of species to their modelled precipitation requirements.  A transplant experiment in the field will help us determine whether species replacement along an elevation and rainfall gradient is driven primarily by fundamental niche requirements or by interspecific competition and, thus, the realized niche.  We will quantify the evolutionary lability of the environmental niche by modelling selected niche parameters over a completely-sampled species-level phylogeny.  This will indicate which parameters have constrained the evolution of the clade and which parameters are associated with differentiation and speciation.  However, working with species-level phylogenies and niche models has formerly entailed assumptions of constant evolutionary rates and equal inheritance of trait variance by new species.  These assumptions will be addressed in population-level analyses of species complexes to determine speciation modes and establish their impacts on the patterns of inheritance of niche variability.  Further studies will estimate using models of trait evolution the variation among clades in rates of niche change.

Using data on species distributions, chorological analyses and niche modeling we will determine current regional species pools.  These will further be stratified into habitat-specific species pools, using field observations, niche models and models of environmental filtering.  Then, using species traits and phylogenetic relationships, we will seek the determinants of community assembly (i.e., the combinations of species from the regional pool that can be combined into communities).  Using the model parameters developed to address the above questions, we will attempt to estimate the possible contribution of rapid evolution of species environmental niches to change in regional species pools and local communities that may accompany altered climate.  These analyses will provide a powerful tool with which to evaluate and predict the response to climate change by multiple, related species and how these changes could impact regional spatial patterns of diversity in the Restionaceae.

The SPEED project developes the tools necessary to address the effects of climate change and the evolutionary response of species to it.  We intend to develop means to convert knowledge on these changes into geographically-explicit patterns of species diversity in the Restionaceae.  We extend the potential impact of our work by including an integrated program for training three Ph.D. students in the evolutionary and ecological modeling techniques that we develop and use during this research.

Publications:

Lexer, C., R. Wüest, S. Mangili, M. Heuertz, K. N. Stölting, P. B. Pearman, F. Forest, N. Salamin, N. Zimmermann, and E. Bossolini. 2014. Genomics of the speciation continuum in an African plant biodiversity hotspot, I: Drivers of population divergence in Restio capensis (Restionaceae). Molecular Ecology 23:4373-4386.

Litsios, G., R. O. Wüest, A. Kostikova, F. Forest, C. Lexer, H. P. Linder, P. B. Pearman, N. E. Zimmermann and N. Salamin. 2014. Differential effect of fire-survival strategy on diversification among a replicated radiation on two continents. Evolution 68:453-465.

Perret, M., A. Chautems, A. O. De Araujo, and N. Salamin. 2013. Temporal and spatial origin of Gesneriaceae in the New World inferred from plastid DNA sequences. Botanical Journal of the Linnean Society 171:61-79.

Lexer, C., K. Stoelting, S. Mangili, F. Forest, E. Bossolini, P. B. Pearman, N. E. Zimmermann and N. Salamin. 2013. ‘Next generation' biogeography: towards understanding the drivers of species diversification and persistence. Journal of Biogeography 40:1013-1022.

D'Amen, M., N. E. Zimmermann, and P. B. Pearman. 2013. Conservation of phylogeographic lineages under climate change. Global Ecology and Biogeography 22:93-104.

Litsios, G., C. Sims, P. B. Pearman, R. O. Wüest, N. E. Zimmermann, and N. Salamin. 2012. Mutualism with sea anemones triggered the adaptive radiation of clownfish. BMC Evolutionary Biology 12:212.

Litsios, G. and N. Salamin. Effects of phylogenetic signal on ancestral state reconstruction. Systematic Biology 61:533-538.

Litsios, G., L. Pellissier, F. Forest, P. B. Pearman, N. E. Zimmermann, and N. Salamin. 2012. Trophic specialization influences the rate of environmental niche evolution in damselfishes (Pomacentridae). Proc. Royal Soc. B. 279:3662-3669.

Broennimann, O., M. Fitzpatrick, P. B. Pearman B. Petitpierre, L. Pellissier and A. Guisan. 2012.  Measuring ecological niche overlap from occurrence and spatial environmental data. Global Ecology and Biogeography 21: 481-497. 

Pearman, P. B., A. Guisan, and N. E. Zimmermann. 2011. Impacts of climate change on Swiss biodiversity: an indicator species approach. Biological Conservation 144:866-875.

Lexer, C. and K. N. Stölting. 2011. Tracing the recombination and colonization history of hybrid species in space and time. Molecular Ecology 20:3701-3704.

Pearman, P. B., M. D'Amen, C. Graham, W. Thuiller, and N. E. Zimmermann. 2010. Within-taxon niche structure: Niche conservatism, divergence and predicted effects of climate change. Ecography 33:990-1003. (Note: first two authors contributed equally to this paper.)

Salamin, N., R. O. Wüest, S. Lavergne, W. Thuiller and P. B. Pearman. 2010. Assessing rapid evolution in a changing environment. Trends in Ecology and Evolution 25:692-698.
 

Evolutionary Niche Dynamics of Invasive Species

Evolutionary Niche dyNamics of Invasive Species (ENNIS)

Applicant: Peter B. Pearman (Swiss Federal Research Institute WSL)

Co-applicant: Nicolas Salamin (University of Lausanne)

Start date: 1 June 2009

Duration: 41 months

Location of research: California, USA and Switzerland

Support: 240,833 Swiss Franks

Expanded Abstract: 

Ecologists seek to understand the factors that lead some exotic plant species to become ecologically dominant and widespread. This attention is justified because these invasive species can alter community composition, impact ecosystem function, affect species' evolutionary trajectories, and lead to species extinctions. Despite these impacts, finding characteristics that are consistently shared by invasive species is difficult. The climatic niche of plants (the climatic conditions under which population growth is positive) potentially facilitates plant invasions. Some groups of invasive plants have native ranges that span large latitudinal gradients.  Other invasive species have experienced shifts of climatic niche during the invasion process.  Niche shifts, both recent and deep in species evolutionary history, likely influence whether immigrant species become established, naturalized and, subsequently, invasive. The evolutionary dynamics of the climatic niche, per se, have seen very little work and there is substantial disagreement over the occurrence, magnitude and rate of climatic niche shifts. These evolutionary niche dynamics are the focus of this proposal.


The main goal of this project is to understand the influence of evolutionary history, especially the history of shifts of the climatic niche, on the invasiveness of exotic species.  Studying the evolutionary history of niche dynamics is not specific to invasive species. Invasive species are a convenient set of model systems (i.e. genera) in which the literature suggests that it is likely that evolution of the climatic niche influences the presence of a detectable ecological quality: invasiveness. Without the criterion of presence of invasives, we could have selected genera at random or used other criteria that would not likely lead the research to have similarly broad interest. In this research we: (a) use a bioinformatics approach to obtain existing data on species distribution and molecular variation within genera that contain invasive species; (b) modify and use existing software to test the degree to which alternative evolutionary models suffice in describing phylogenetic patterns of niche evolution within these genera; (c) test for evolutionary and historical correlates of niche shift and invasiveness by drawing on information from phylogenetic reconstructions, functional traits, and climatic niche characteristics of species.


The first part of the work focuses on collection of (a) ecological, occurrence, and climate data that describe the distribution-climate relationships of species, (b) data on species functional traits, and (c) existing sequence data for phylogeny reconstructions.  We extract species distribution data from online databases and a wide array of other data sources, including the primary literature. We obtain molecular data directly from GenBank.  Additionally, plant tissue for additional sequencing will be collected at national herbaria and botanical gardens.  We model and quantify niche optima and limits using species distribution models and we construct phylogenetic trees of species.  We model the evolution of the climatic niche using existing open-source software, examining potential effects of both selection and random evolution on niche variability. We produce a supertree of the genera and, using both niche and functional trait data, develop general linear models to examine the relationship of these variables to establishment and invasion by exotic species.  Finally, we expand existing software to examine how heterogeneous selection among subclades affects the likelihood of niche shifts and species invasiveness. 

Beyond the importance of understanding the factors that contribute to species invasiveness, this research will contribute to understanding how niche shifts contribute to evolution within genera and affect species distributions. By using genera that include invasive species in Switzerland and elsewhere, the project will contribute to efforts to identify potentially invasive species before they become introduced.  We will gain better understanding of the role of selection and random evolution in niche shifts of invasive species, closely related species, and their ancestors. By helping us to understand the evolutionary history of niche shifts, this research will improve confidence in the use of species distribution models to predict the potential distributions of invasive species.  Finally, understanding evolutionary processes that enable species to expand into new environments may help to predict more accurately the impacts of climate change on plant biodiversity.

Publications:

Kostikova, A., N. Salamin and P. B. Pearman. 2014. The role of climatic tolerances and seed traits in reduced extinction rates of temperate Polygonaceae. Evolution 68:1856-1870.

Kostikova, A., G. Litsios, S. Burgy, L. Milani, P. B. Pearman, and N. Salamin. 2014. Scale-dependent adaptive evolution and morphological convergence to climate niche in the Californian eriogonoids (Polygonaceae). Journal of Biogeography 41:1326-1337.

Kostikova, A., G. Litsios, N. Salamin, and P. B. Pearman.  2013. Linking life history traits, ecology and niche breadth evolution in the North American eriogonoids (Polygonaceae). American Naturalist 182:760-774.

D'Amen, M., N. E. Zimmermann, and P. B. Pearman. 2013. Conservation of phylogeographic lineages under climate change. Global Ecology and Biogeography 22:93-104.

Broennimann, O., M. Fitzpatrick, P. B. Pearman B. Petitpierre, L. Pellissier and A. Guisan. 2012.  Measuring ecological niche overlap from occurrence and spatial environmental data. Global Ecology and Biogeography 21: 481-497. 

Engler, R. and 19 additional authors.  2011. 21st century climate change threatens mountain flora unequally across Europe. Global Change Biology 17:2330-2341.

Pearman, P. B., A. Guisan, and N. E. Zimmermann. 2011. Impacts of climate change on Swiss biodiversity: an indicator species approach. Biological Conservation 144:866-875.

Pearman, P. B., M. D'Amen, C. Graham, W. Thuiller, and N. E. Zimmermann. 2010. Within-taxon niche structure: Niche conservatism, divergence and predicted effects of climate change. Ecography 33:990-1003.

Salamin, N., R. O. Wüest, S. Lavergne, W. Thuiller and P. B. Pearman. 2010. Assessing rapid evolution in a changing environment. Trends in Ecology and Evolution 25:692-698.