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Fonseca EM, Carstens BC. Artificial intelligence enables unified analysis of historical and landscape influences on genetic diversity. Mol Phylogenet Evol 2024; 198:108116. [PMID: 38871263 DOI: 10.1016/j.ympev.2024.108116] [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] [Received: 07/05/2023] [Revised: 04/04/2024] [Accepted: 06/04/2024] [Indexed: 06/15/2024]
Abstract
While genetic variation in any species is potentially shaped by a range of processes, phylogeography and landscape genetics are largely concerned with inferring how environmental conditions and landscape features impact neutral intraspecific diversity. However, even as both disciplines have come to utilize SNP data over the last decades, analytical approaches have remained for the most part focused on either broad-scale inferences of historical processes (phylogeography) or on more localized inferences about environmental and/or landscape features (landscape genetics). Here we demonstrate that an artificial intelligence model-based analytical framework can consider both deeper historical factors and landscape-level processes in an integrated analysis. We implement this framework using data collected from two Brazilian anurans, the Brazilian sibilator frog (Leptodactylus troglodytes) and granular toad (Rhinella granulosa). Our results indicate that historical demographic processes shape most the genetic variation in the sibulator frog, while landscape processes primarily influence variation in the granular toad. The machine learning framework used here allows both historical and landscape processes to be considered equally, rather than requiring researchers to make an a priori decision about which factors are important.
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Affiliation(s)
- Emanuel M Fonseca
- Museum of Biological Diversity & Department of Evolution, Ecology and Organismal Biology, The Ohio State University, 1315 Kinnear Rd., Columbus OH 43212, USA
| | - Bryan C Carstens
- Museum of Biological Diversity & Department of Evolution, Ecology and Organismal Biology, The Ohio State University, 1315 Kinnear Rd., Columbus OH 43212, USA.
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2
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Guillory WX, de Medeiros Magalhães F, Coelho FEA, Bonatelli IAS, Palma-Silva C, Moraes EM, Garda AA, Burbrink FT, Gehara M. Geoclimatic drivers of diversification in the largest arid and semi-arid environment of the Neotropics: Perspectives from phylogeography. Mol Ecol 2024; 33:e17431. [PMID: 38877815 DOI: 10.1111/mec.17431] [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] [Received: 02/06/2024] [Revised: 05/24/2024] [Accepted: 05/30/2024] [Indexed: 06/16/2024]
Abstract
The South American Dry Diagonal, also called the Diagonal of Open Formations, is a large region of seasonally dry vegetation extending from northeastern Brazil to northern Argentina, comprising the Caatinga, Cerrado, and Chaco subregions. A growing body of phylogeography literature has determined that a complex history of climatic changes coupled with more ancient geological events has produced a diverse and endemic-rich Dry Diagonal biota. However, the exact drivers are still under investigation, and their relative strengths and effects are controversial. Pleistocene climatic fluctuations structured lineages via vegetation shifts, refugium formation, and corridors between the Amazon and Atlantic forests. In some taxa, older geological events, such as the reconfiguration of the São Francisco River, uplift of the Central Brazilian Plateau, or the Miocene inundation of the Chaco by marine incursions, were more important. Here, we review the Dry Diagonal phylogeography literature, discussing each hypothesized driver of diversification and assessing degree of support. Few studies statistically test these hypotheses, with most support drawn from associating encountered phylogeographic patterns such as population structure with the timing of ancient geoclimatic events. Across statistical studies, most hypotheses are well supported, with the exception of the Pleistocene Arc Hypothesis. However, taxonomic and regional biases persist, such as a proportional overabundance of herpetofauna studies, and the under-representation of Chaco studies. Overall, both Pleistocene climate change and Neogene geological events shaped the evolution of the Dry Diagonal biota, though the precise effects are regionally and taxonomically varied. We encourage further use of model-based analyses to test evolutionary scenarios, as well as interdisciplinary collaborations to progress the field beyond its current focus on the traditional set of geoclimatic hypotheses.
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Affiliation(s)
- Wilson X Guillory
- Department of Earth and Environmental Sciences, Rutgers University Newark, Newark, New Jersey, USA
- Department of Biological Sciences, Rutgers University Newark, Newark, New Jersey, USA
| | | | | | - Isabel A S Bonatelli
- Departamento de Ecologia e Biologia Evolutiva, Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo, Diadema, São Paulo, Brazil
| | - Clarisse Palma-Silva
- Departamento de Biologia Vegetal, Universidade Estadual de Campinas, Cidade Universitária Zeferino Vaz, Campinas, São Paulo, Brazil
| | - Evandro M Moraes
- Departamento de Biologia, Universidade Federal de São Carlos (UFSCar), Sorocaba, São Paulo, Brazil
| | - Adrian Antonio Garda
- Departamento de Botânica e Zoologia, Universidade Federal do Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil
| | - Frank T Burbrink
- Department of Herpetology, The American Museum of Natural History, New York City, New York, USA
| | - Marcelo Gehara
- Department of Earth and Environmental Sciences, Rutgers University Newark, Newark, New Jersey, USA
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Fonseca EM, Pope NS, Peterman WE, Werneck FP, Colli GR, Carstens BC. Genetic structure and landscape effects on gene flow in the Neotropical lizard Norops brasiliensis (Squamata: Dactyloidae). Heredity (Edinb) 2024; 132:284-295. [PMID: 38575800 PMCID: PMC11166928 DOI: 10.1038/s41437-024-00682-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 03/12/2024] [Accepted: 03/18/2024] [Indexed: 04/06/2024] Open
Abstract
One key research goal of evolutionary biology is to understand the origin and maintenance of genetic variation. In the Cerrado, the South American savanna located primarily in the Central Brazilian Plateau, many hypotheses have been proposed to explain how landscape features (e.g., geographic distance, river barriers, topographic compartmentalization, and historical climatic fluctuations) have promoted genetic structure by mediating gene flow. Here, we asked whether these landscape features have influenced the genetic structure and differentiation in the lizard species Norops brasiliensis (Squamata: Dactyloidae). To achieve our goal, we used a genetic clustering analysis and estimate an effective migration surface to assess genetic structure in the focal species. Optimized isolation-by-resistance models and a simulation-based approach combined with machine learning (convolutional neural network; CNN) were then used to infer current and historical effects on population genetic structure through 12 unique landscape models. We recovered five geographically distributed populations that are separated by regions of lower-than-expected gene flow. The results of the CNN showed that geographic distance is the sole predictor of genetic variation in N. brasiliensis, and that slope, rivers, and historical climate had no discernible influence on gene flow. Our novel CNN approach was accurate (89.5%) in differentiating each landscape model. CNN and other machine learning approaches are still largely unexplored in landscape genetics studies, representing promising avenues for future research with increasingly accessible genomic datasets.
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Affiliation(s)
- Emanuel M Fonseca
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA
| | - Nathaniel S Pope
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR, 97403, USA
| | - William E Peterman
- School of Environment and Natural Resources, The Ohio State University, Columbus, OH, USA
| | - Fernanda P Werneck
- Coordenação de Biodiversidade, Programa de Coleções Científicas Biológicas, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
| | - Guarino R Colli
- Departamento de Zoologia, Universidade de Brasília, Brasília, Brazil
| | - Bryan C Carstens
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA.
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Magalhães RF, K S Ramos E, Bandeira LN, Ferreira JS, Werneck FP, Anciães M, Bruschi DP. Integrative species delimitation uncovers hidden diversity within the Pithecopus hypochondrialis species complex (Hylidae, Phyllomedusinae) and its phylogeography reveals Plio-Pleistocene connectivity among Neotropical savannas. Mol Phylogenet Evol 2024; 190:107959. [PMID: 37918682 DOI: 10.1016/j.ympev.2023.107959] [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] [Received: 05/12/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/04/2023]
Abstract
Despite their limited vagility and pronounced habitat heterogeneity in the tropics, many anuran species have unexpectedly extensive geographic ranges. One prominent example of this phenomenon is Pithecopus hypochondrialis, which is found in the Cerrado, Guianan savanna, and Llanos domains, as well as isolated tracts of savanna and open habitat within the Amazon Forest. The present study employs an integrative species delimitation approach to test the hypothesis that P. hypochondrialis is in fact a species complex. We also reconstruct the relationships among the lineages delimited here and other Pithecopus species. In this study, we employ Ecological Niche Modelling (ENM) and spatiotemporal phylogeographic reconstruction approaches to evaluate a multitude of scenarios of connectivity across the Neotropical savannas. We identified three divergent lineages, two of which have been described previously. The lineages were allocated to a lowland Pithecopus clade, although the relationships among these lineages are weakly supported. Both the ENM and the phylogeographic reconstruction highlight the occurrence of periods of connectivity among the Neotropical savannas over the course of the Pliocene and Pleistocene epochs. These processes extended from eastern Amazonia to the northern coast of Brazil. The findings of the present study highlight the presence of hidden diversity within P. hypochondrialis, and reinforce the need for a comprehensive taxonomic review. These findings also indicate intricate and highly dynamic patterns of connectivity across the Neotropical savannas that date back to the Pliocene.
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Affiliation(s)
- Rafael F Magalhães
- Department of Natural Sciences, Universidade Federal de São João del-Rei, Campus Dom Bosco, Praça Dom Helvécio, 70, São João del-Rei, MG 36301-160, Brazil; Postgraduate Programme in Zoology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Avenida Antônio Carlos, 6627, Belo Horizonte, MG 31270-010, Brazil.
| | - Elisa K S Ramos
- Faculty of Philosophy and Natural Sciences, Department of Environmental Sciences, University of Basel, Bernoullistrasse 30, Basel 4056, Switzerland.
| | - Lucas N Bandeira
- Postgraduate Programme in Ecology, Instituto Nacional de Pesquisas da Amazônia, Avenida André Araújo, 2936, Manaus, AM 69067-375, Brazil.
| | - Johnny S Ferreira
- Postgraduate Programme in Genetics, Department of Genetics, Biological Sciences Sector, Universidade Federal do Paraná, Caixa Postal 19071, Curitiba, PR 81531-980, Brazil.
| | - Fernanda P Werneck
- Postgraduate Programme in Ecology, Instituto Nacional de Pesquisas da Amazônia, Avenida André Araújo, 2936, Manaus, AM 69067-375, Brazil; Scientific Biological Collections Program, Biodiversity Coordination, Instituto Nacional de Pesquisas da Amazônia, Avenida André Araújo, 2936, Manaus, AM 69067-375, Brazil.
| | - Marina Anciães
- Postgraduate Programme in Ecology, Instituto Nacional de Pesquisas da Amazônia, Avenida André Araújo, 2936, Manaus, AM 69067-375, Brazil; Scientific Biological Collections Program, Biodiversity Coordination, Instituto Nacional de Pesquisas da Amazônia, Avenida André Araújo, 2936, Manaus, AM 69067-375, Brazil.
| | - Daniel P Bruschi
- Postgraduate Programme in Genetics, Department of Genetics, Biological Sciences Sector, Universidade Federal do Paraná, Caixa Postal 19071, Curitiba, PR 81531-980, Brazil.
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Arantes ÍC, Vasconcellos MM, Smith ML, Garrick RC, Colli GR, Noonan BP. Species limits and diversification of the Dendropsophus rubicundulus subgroup (Anura, Hylidae) in Neotropical savannas. Mol Phylogenet Evol 2023:107843. [PMID: 37286064 DOI: 10.1016/j.ympev.2023.107843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 06/01/2023] [Accepted: 06/02/2023] [Indexed: 06/09/2023]
Abstract
Understanding the processes that generate and maintain biodiversity at and below the species level is a central goal of evolutionary biology. Here we explore the spatial and temporal drivers of diversification of the treefrog subgroup Dendropsophus rubicundulus, a subgroup of the D. microcephalus species group, over periods of pronounced geological and climatic changes in the Neotropical savannas that they inhabit. This subgroup currently comprises 11 recognized species distributed across the Brazilian and Bolivian savannas, but the taxonomy has been in a state of flux, necessitating reexamination. Using newly generated single nucleotide polymorphism (SNP) data from restriction-site associated DNA sequencing (RADseq) and mitochondrial 16S sequence data for ∼150 specimens, we inferred phylogenetic relationships, tested species limits using a model-based approach, and estimated divergence times to gain insights into the geographic and climatic events that affected the diversification of this subgroup. Our results recognized at least nine species: D. anataliasiasi, D. araguaya, D. cerradensis, D. elianeae, D. jimi, D. rubicundulus, D. tritaeniatus, D. rozenmani, and D. sanborni. Although we did not collect SNP data for the latter two species, they are likely distinct based on mitochondrial data. In addition, we found genetic structure within the widespread species D. rubicundulus, which comprises three allopatric lineages connected by gene flow upon secondary contact. We also found evidence of population structure and perhaps undescribed diversity in D. elianeae, which warrants further study. The D. rubicundulus subgroup is estimated to have originated in the Late Miocene (∼5.45 million years ago), with diversification continuing through the Pliocene and Early Pleistocene, followed by the most recent divergence of D. rubicundulus lineages in the Middle Pleistocene. The epeirogenic uplift followed by erosion and denudation of the central Brazilian plateau throughout the Pliocene and Pleistocene, in combination with the increasing frequency and amplitude of climatic fluctuations during the Pleistocene, was important for generating and structuring diversity at or below the species level in the D. rubicundulus subgroup.
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Affiliation(s)
- Ísis C Arantes
- Department of Biology, University of Mississippi, Oxford, MS 38677, USA.
| | - Mariana M Vasconcellos
- Departamento de Zoologia, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, 05508-090, Brazil
| | - Megan L Smith
- Department of Biology and Department of Computer Science, Indiana University, Bloomington, IN 47405, USA
| | - Ryan C Garrick
- Department of Biology, University of Mississippi, Oxford, MS 38677, USA
| | - Guarino R Colli
- Departamento de Zoologia, Universidade de Brasília, 70910-900 Brasília, Distrito Federal, Brazil
| | - Brice P Noonan
- Department of Biology, University of Mississippi, Oxford, MS 38677, USA
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Carvalho PS, Santana DJ, Zaher H, Myers EA. Effects of Environmental Variation in Structuring Population Genetic Variation in the False-Water Cobras (Xenodontinae: Hydrodynastes). Evol Biol 2023. [DOI: 10.1007/s11692-023-09601-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023]
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Lozier JD, Strange JP, Heraghty SD. Whole genome demographic models indicate divergent effective population size histories shape contemporary genetic diversity gradients in a montane bumble bee. Ecol Evol 2023; 13:e9778. [PMID: 36744081 PMCID: PMC9889631 DOI: 10.1002/ece3.9778] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 01/05/2023] [Accepted: 01/12/2023] [Indexed: 02/04/2023] Open
Abstract
Understanding historical range shifts and population size variation provides an important context for interpreting contemporary genetic diversity. Methods to predict changes in species distributions and model changes in effective population size (N e) using whole genomes make it feasible to examine how temporal dynamics influence diversity across populations. We investigate N e variation and climate-associated range shifts to examine the origins of a previously observed latitudinal heterozygosity gradient in the bumble bee Bombus vancouverensis Cresson (Hymenoptera: Apidae: Bombus Latreille) in western North America. We analyze whole genomes from a latitude-elevation cline using sequentially Markovian coalescent models of N e through time to test whether relatively low diversity in southern high-elevation populations is a result of long-term differences in N e. We use Maxent models of the species range over the last 130,000 years to evaluate range shifts and stability. N e fluctuates with climate across populations, but more genetically diverse northern populations have maintained greater N e over the late Pleistocene and experienced larger expansions with climatically favorable time periods. Northern populations also experienced larger bottlenecks during the last glacial period, which matched the loss of range area near these sites; however, bottlenecks were not sufficient to erode diversity maintained during periods of large N e. A genome sampled from an island population indicated a severe postglacial bottleneck, indicating that large recent postglacial declines are detectable if they have occurred. Genetic diversity was not related to niche stability or glacial-period bottleneck size. Instead, spatial expansions and increased connectivity during favorable climates likely maintain diversity in the north while restriction to high elevations maintains relatively low diversity despite greater stability in southern regions. Results suggest genetic diversity gradients reflect long-term differences in N e dynamics and also emphasize the unique effects of isolation on insular habitats for bumble bees. Patterns are discussed in the context of conservation under climate change.
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Affiliation(s)
- Jeffrey D. Lozier
- Department of Biological SciencesThe University of AlabamaTuscaloosaAlabamaUSA
| | - James P. Strange
- Department of EntomologyThe Ohio State UniversityColumbusOhioUSA
| | - Sam D. Heraghty
- Department of Biological SciencesThe University of AlabamaTuscaloosaAlabamaUSA
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Van Der Wal C, Ahyong ST, Adams MWD, Ewart KM, Ho SYW, Lo N. Genomic analysis reveals strong population structure in the Giant Sydney Crayfish (Euastacus spinifer (Heller, 1865)). Mol Phylogenet Evol 2023; 178:107629. [PMID: 36191898 DOI: 10.1016/j.ympev.2022.107629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 09/14/2022] [Accepted: 09/19/2022] [Indexed: 12/14/2022]
Abstract
Australia is home to over 140 species of freshwater crayfish (Decapoda: Parastacidae), representing a centre of diversity for this group in the Southern Hemisphere. Species delimitation in freshwater crayfish is difficult because many species show significant variation in colouration and morphology. This is particularly evident in the genus Euastacus, which exhibits large variations in colour and spination throughout its putative range. To understand this variation, we investigated the genetic diversity, population structure, phylogeny, and evolutionary timescale of the Giant Sydney Crayfish (Euastacus spinifer (Heller, 1865)). Our data set is sampled from over 70 individuals from across the ∼600 km range of the species, and includes a combination of two mitochondrial markers and more than 7000 single-nucleotide polymorphisms (SNPs) from the nuclear genome. Data were also obtained for representatives of the close relative, Euastacus vesper McCormack and Ahyong, 2017. Genomic SNP analyses revealed strong population structure, with multiple distinct populations showing little evidence of gene flow or migration. Phylogenetic analyses of mitochondrial data revealed similar structure between populations. Taken together, our analyses suggest that E. spinifer, as currently understood, represents a species complex, of which E. vesper is a member. Molecular clock estimates place the divergences within this group during the Pleistocene. The isolated and highly fragmented populations identified in our analyses probably represent relict populations of a previously widespread ancestral species. Periodic flooding events during the Pleistocene are likely to have facilitated the movement of these otherwise restricted freshwater crayfish within and between drainage basins, including the Murray-Darling and South East Coast Drainages. We present evidence supporting the recognition of populations in the southern parts of the range of E. spinifer as one or two separate species, which would raise the number of species within the E. spinifer complex to at least three. Our results add to the growing body of evidence that many freshwater crayfish exhibit highly fragmented, range-restricted distributions. In combination with the life-history traits of these species, the restricted distributions exacerbate the threats already placed on freshwater crayfish, which are among the five most endangered animal groups globally.
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Affiliation(s)
- Cara Van Der Wal
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia; Australian Museum Research Institute, Australian Museum, 1 William Street, Sydney, NSW 2010, Australia.
| | - Shane T Ahyong
- Australian Museum Research Institute, Australian Museum, 1 William Street, Sydney, NSW 2010, Australia; School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Maxim W D Adams
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia
| | - Kyle M Ewart
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia
| | - Simon Y W Ho
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia
| | - Nathan Lo
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia.
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Provost K, Shue SY, Forcellati M, Smith BT. The Genomic Landscapes of Desert Birds Form over Multiple Time Scales. Mol Biol Evol 2022; 39:6711078. [PMID: 36134537 PMCID: PMC9577548 DOI: 10.1093/molbev/msac200] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Spatial models show that genetic differentiation between populations can be explained by factors ranging from geographic distance to environmental resistance across the landscape. However, genomes exhibit a landscape of differentiation, indicating that multiple processes may mediate divergence in different portions of the genome. We tested this idea by comparing alternative geographic predctors of differentiation in ten bird species that co-occur in Sonoran and Chihuahuan Deserts of North America. Using population-level genomic data, we described the genomic landscapes across species and modeled conditions that represented historical and contemporary mechanisms. The characteristics of genomic landscapes differed across species, influenced by varying levels of population structuring and admixture between deserts, and the best-fit models contrasted between the whole genome and partitions along the genome. Both historical and contemporary mechanisms were important in explaining genetic distance, but particularly past and current environments, suggesting that genomic evolution was modulated by climate and habitat There were also different best-ftit models across genomic partitions of the data, indicating that these regions capture different evolutionary histories. These results show that the genomic landscape of differentiation can be associated with alternative geographic factors operating on different portions of the genome, which reflect how heterogeneous patterns of genetic differentiation can evolve across species and genomes.
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Affiliation(s)
| | - Stephanie Yun Shue
- Bergen County Academies, Hackensack, NJ, USA,Biological Sciences, University of California Berkeley, Berkeley, CA, USA
| | - Meghan Forcellati
- Bergen County Academies, Hackensack, NJ, USA,Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - Brian Tilston Smith
- Department of Ornithology, American Museum of Natural History, New York, NY, USA
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10
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Carstens BC, Moshier SP. Giant tree frogs exemplify the promise of integrating multiple types of data in phylogeographic investigations. Mol Ecol 2022; 31:3971-3974. [PMID: 35779007 DOI: 10.1111/mec.16593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/13/2022] [Accepted: 06/28/2022] [Indexed: 11/29/2022]
Abstract
Hugall et al. (2022) is one of the seminal publications from the single locus era of phylogeographic research. These authors were among the first to argue that genetic data are ideally suited to test hypotheses that are ultimately derived from other sources of information. While the testing of predictions from the fossil record has long been important to molecular systematics (e.g., Donoghue et al., 1989), phylogeographic investigations into the more recent evolutionary past lack a fossil record in most focal taxa. In lieu of fossils, which were not available for the small snails that served as the focal taxon, Hugall et al. (2002) applied the (then) new technique of environmental modelling to identify regions within the species range with habitat that was predicted to be stable throughout the Holocene. They then present data that suggests that these regions correspond to the areas with high genetic diversity. Apart from the inferences about snail evolutionary history, the core argument of Hugall et al. (2002) is that consilience (i.e., agreement between inferences drawn from different sources of data) is an important goal for phylogeographic investigation. Consilience in the inferences drawn from independent types of data has a multiplicative effect; when present the researcher is likely to have more confidence in their inference than would be possible to have in an inference from any one source of data. The manuscript by Jaynes et al. (2022) is a splendid illustration of this principle.
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Affiliation(s)
- Bryan C Carstens
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, Ohio, USA
| | - Shelby P Moshier
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, Ohio, USA
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11
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Fonseca EM, Duckett DJ, Almeida FG, Smith ML, Thomé MTC, Carstens BC. Assessing model adequacy for Bayesian Skyline plots using posterior predictive simulation. PLoS One 2022; 17:e0269438. [PMID: 35877611 PMCID: PMC9312427 DOI: 10.1371/journal.pone.0269438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 05/23/2022] [Indexed: 11/30/2022] Open
Abstract
Bayesian skyline plots (BSPs) are a useful tool for making inferences about demographic history. For example, researchers typically apply BSPs to test hypotheses regarding how climate changes have influenced intraspecific genetic diversity over time. Like any method, BSP has assumptions that may be violated in some empirical systems (e.g., the absence of population genetic structure), and the naïve analysis of data collected from these systems may lead to spurious results. To address these issues, we introduce P2C2M.Skyline, an R package designed to assess model adequacy for BSPs using posterior predictive simulation. P2C2M.Skyline uses a phylogenetic tree and the log file output from Bayesian Skyline analyses to simulate posterior predictive datasets and then compares this null distribution to statistics calculated from the empirical data to check for model violations. P2C2M.Skyline was able to correctly identify model violations when simulated datasets were generated assuming genetic structure, which is a clear violation of BSP model assumptions. Conversely, P2C2M.Skyline showed low rates of false positives when models were simulated under the BSP model. We also evaluate the P2C2M.Skyline performance in empirical systems, where we detected model violations when DNA sequences from multiple populations were lumped together. P2C2M.Skyline represents a user-friendly and computationally efficient resource for researchers aiming to make inferences from BSP.
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Affiliation(s)
- Emanuel M. Fonseca
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, United States of America
- Museum of Biological Diversity, The Ohio State University, Columbus, OH, United States of America
| | - Drew J. Duckett
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, United States of America
- Museum of Biological Diversity, The Ohio State University, Columbus, OH, United States of America
| | - Filipe G. Almeida
- Department of Zoology, Federal University at Juiz de Fora, Juiz de Fora, Minas Gerais, Brazil
| | - Megan L. Smith
- Department of Biology and Department of Computer Science, Indiana University, Bloomington, IN, United States of America
| | - Maria Tereza C. Thomé
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, United States of America
- Museum of Biological Diversity, The Ohio State University, Columbus, OH, United States of America
| | - Bryan C. Carstens
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, United States of America
- Museum of Biological Diversity, The Ohio State University, Columbus, OH, United States of America
- * E-mail:
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12
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Mittan CS, Zamudio KR, Thomé MTC, Camurugi F, Colli GR, Garda AA, Haddad CFB, Prado CPA. Temporal and spatial diversification along the Amazonia-Cerrado transition in Neotropical treefrogs of the Boana albopunctata species group. Mol Phylogenet Evol 2022; 175:107579. [PMID: 35835425 DOI: 10.1016/j.ympev.2022.107579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 06/23/2022] [Accepted: 07/01/2022] [Indexed: 10/17/2022]
Abstract
Despite extensive research on biodiversity in Neotropical forests, biodiversity in seasonally dry, open biomes in South America has been underestimated until recently. We leverage a widespread group, Boana albopunctata, to uncover cryptic lineages and investigate the timing of diversification in Neotropical anurans with a focus on dry diagonal biomes (Cerrado, Caatinga and Chaco) and the ecotone between Amazonia and the Cerrado. We inferred a multilocus phylogeny of the B. albopunctata species group that includes 15 of 18 described species, recovered two cryptic species, and reconstructed the timing of diversification among species distributed across multiple South American biomes. One new potential species (B. aff. steinbachi), sampled in the Amazonian state of Acre, clustered within the B. calcara-fasciata species complex and is close to B. steinbachi. A second putative new species (B. aff. multifasciata), sampled in the Amazonia-Cerrado ecotone, is closely related to B. multifasciata. Lastly, we place a recently identified Cerrado lineage (B. aff. albopuncata) into the B. albopunctata species group phylogeny for the first time. Our ancestral range reconstruction showed that species in the B. albopuctata group likely dispersed from Amazonia-Cerrado into the dry-diagonal and Atlantic Forest. Intraspecies demography showed, for both B. raniceps and B. albopunctata, signs of rapid expansion across the dry diagonal. Similarly, for one clade of B. multifasciata, our analyses support an invasion of the Cerrado from Amazonia, followed by a rapid expansion across the open diagonal biomes. Thus, our study recovers several recent divergences along the Amazonia-Cerrado ecotone in northern Brazil. Tectonic uplift and erosion in the late Miocene and climate oscillations in the Pleistocene corresponded with estimated divergence times in the dry diagonal and Amazonia-Cerrado ecotone. Our study highlights the importance of these threatened open formations in the generation of biodiversity in the Neotropics.
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Affiliation(s)
- Cinnamon S Mittan
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA.
| | - Kelly R Zamudio
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - M Tereza C Thomé
- Departamento de Biodiversidade e Centro de Aquicultura, Instituto de Biociências, São Paulo State University (Unesp), Rio Claro, São Paulo, Brazil
| | - Felipe Camurugi
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Campo Grande, Brazil; Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brazil
| | - Guarino R Colli
- Departamento de Zoologia, Universidade de Brasília, Brasília, DF, Brazil
| | - Adrian A Garda
- Laboratório de Anfíbios e Répteis, Departamento de Botânica e Zoologia, Centro de Biociências, Universidade Federal do Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil
| | - Célio F B Haddad
- Departamento de Biodiversidade e Centro de Aquicultura, Instituto de Biociências, São Paulo State University (Unesp), Rio Claro, São Paulo, Brazil
| | - Cynthia P A Prado
- Departamento de Morfologia e Fisiologia Animal, Faculdade de Ciências Agrárias e Veterinárias, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
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13
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Camurugi F, Oliveira EF, Lima GS, Marques R, Magalhães FM, Colli GR, Mesquita DO, Garda AA. Isolation by distance and past climate resistance shaped the distribution of genealogical lineages of a neotropical lizard. SYST BIODIVERS 2022. [DOI: 10.1080/14772000.2022.2084470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Felipe Camurugi
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Campo Grande, Brazil
| | - Eliana F. Oliveira
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, Campo Grande, Brazil
| | - Guilherme S. Lima
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brazil
| | - Ricardo Marques
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brazil
| | - Felipe M. Magalhães
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brazil
- Earth and Environmental Sciences, Ecology and Evolution, Rutgers University-Newark, Newark, New Jersey, USA
| | - Guarino R. Colli
- Departamento de Zoologia, Universidade de Brasília, Brasília, Distrito Federal, Brazil
| | - Daniel O. Mesquita
- Departamento de Sistemática e Ecologia, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brazil
| | - Adrian A. Garda
- Departamento Botânica e Zoologia, Universidade Federal do Rio Grande do Norte, Campus Universitário, Natal, Rio Grande do Norte, Brazil
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14
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Lima-Rezende CA, Cabanne GS, Rocha AV, Carboni M, Zink RM, Caparroz R. A comparative phylogenomic analysis of birds reveals heterogeneous differentiation processes among Neotropical savannas. Mol Ecol 2022; 31:3451-3467. [PMID: 35510775 DOI: 10.1111/mec.16487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/25/2022] [Accepted: 04/11/2022] [Indexed: 11/30/2022]
Abstract
The main objective of this study is to evaluate biogeographic hypotheses of diversification and connection between isolated savannas north (Amazonian savannas) and south (Cerrado core) of the Amazon River. To achieve our goal, we employed genomic markers (genotyping-by-sequencing) to evaluate the genetic structure, population phylogenetic relationships, and historical range shifts of four Neotropical passerines with peri-Atlantic distributions: the Narrow-billed Woodcreeper (Lepidocolaptes angustirostris), the Plain-crested Elaenia (Elaenia cristata), the Grassland Sparrow (Ammodramus humeralis), and the White-banded Tanager (Neothraupis fasciata). The population genetic analyses indicated that landscape (e.g., geographic distance, landscape resistance, and percentage of tree cover) and climate metrics explained divergence among populations in most species, but without indicating a differential role between current and historical factors. Our results did not fully support the hypothesis that isolated populations at Amazonian savannas have been recently derived from the Cerrado core domain. Intraspecific phylogenies and gene flow analyses supported multiple routes of connection between the Cerrado and Amazonian savannas, rejecting the hypothesis that the Atlantic corridor explains the peri-Atlantic distribution. Our results reveal that the biogeographic history of the region is complex and cannot be explained by simple vicariant models.
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Affiliation(s)
- Cássia Alves Lima-Rezende
- División de Ornitología, Museo Argentino de Ciencias Naturales "Bernardino Rivadavia" - CONICET, Buenos Aires, Argentina
| | - Gustavo S Cabanne
- División de Ornitología, Museo Argentino de Ciencias Naturales "Bernardino Rivadavia" - CONICET, Buenos Aires, Argentina
| | - Amanda Vaz Rocha
- Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, Brazil
| | - Martin Carboni
- División de Ornitología, Museo Argentino de Ciencias Naturales "Bernardino Rivadavia" - CONICET, Buenos Aires, Argentina
| | - Robert M Zink
- School of Natural Resources, School of Biological Sciences, and Nebraska State Museum, University of Nebraska-Lincoln, Lincoln, Nebraska, United States
| | - Renato Caparroz
- Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, Brazil
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15
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Wang Z, Pierce NE. Fine-scale genome-wide signature of Pleistocene glaciation in Thitarodes moths (Lepidoptera: Hepialidae), host of Ophiocordyceps fungus in the Hengduan Mountains. Mol Ecol 2022; 32:2695-2714. [PMID: 35377501 DOI: 10.1111/mec.16457] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 02/12/2022] [Accepted: 03/21/2022] [Indexed: 11/28/2022]
Abstract
The Hengduan Mountains region is a biodiversity hotspot known for its topologically complex, deep valleys and high mountains. While landscape and glacial refugia have been evoked to explain patterns of inter-species divergence, the accumulation of intra-species (i.e. population level) genetic divergence across the mountain-valley landscape in this region has received less attention. We used genome-wide restriction site-associated DNA sequencing (RADseq) to reveal signatures of Pleistocene glaciation in populations of Thitarodes shambalaensis (Lepidoptera: Hepialidae), the host moth of parasitic Ophiocordyceps sinensis (Hypocreales: Ophiocordycipitaceae) or "caterpillar fungus" endemic to the glacier of eastern Mt. Gongga. We used moraine history along the glacier valleys to model the distribution and environmental barriers to gene flow across populations of T. shambalaensis. We found that moth populations separated by less than 10 km exhibited valley-based population genetic clustering and isolation-by-distance (IBD), while gene flow among populations was best explained by models using information about their distributions at the local last glacial maximum (LGML , 58 kya), not their contemporary distribution. Maximum likelihood lineage history among populations, and among subpopulations as little as 500 meters apart, recapitulated glaciation history across the landscape. We also found signals of isolated population expansion following the retreat of LGML glaciers. These results reveal the fine-scale, long-term historical influence of landscape and glaciation on the genetic structuring of populations of an endangered and economically important insect species. Similar mechanisms, given enough time and continued isolation, could explain the contribution of glacier refugia to the generation of species diversity among the Hengduan Mountains.
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Affiliation(s)
- Zhengyang Wang
- Museum of Comparative Zoology and Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA
| | - Naomi E Pierce
- Museum of Comparative Zoology and Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA
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16
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Dellinger AS, Paun O, Baar J, Temsch EM, Fernández-Fernández D, Schönenberger J. Population structure in Neotropical plants: integrating pollination biology, topography and climatic niches. Mol Ecol 2022; 31:2264-2280. [PMID: 35175652 PMCID: PMC9310734 DOI: 10.1111/mec.16403] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 02/10/2022] [Accepted: 02/11/2022] [Indexed: 11/29/2022]
Abstract
Animal pollinators mediate gene flow among plant populations, but in contrast to well‐studied topographic and (Pleistocene) environmental isolating barriers, their impact on population genetic differentiation remains largely unexplored. Comparing how these multifarious factors drive microevolutionary histories is, however, crucial for better resolving macroevolutionary patterns of plant diversification. Here we combined genomic analyses with landscape genetics and niche modelling across six related Neotropical plant species (424 individuals across 33 localities) differing in pollination strategy to test the hypothesis that highly mobile (vertebrate) pollinators more effectively link isolated localities than less mobile (bee) pollinators. We found consistently higher genetic differentiation (FST) among localities of bee‐ than vertebrate‐pollinated species with increasing geographical distance, topographic barriers and historical climatic instability. High admixture among montane populations further suggested relative climatic stability of Neotropical montane forests during the Pleistocene. Overall, our results indicate that pollinators may differentially impact the potential for allopatric speciation, thereby critically influencing diversification histories at macroevolutionary scales.
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Affiliation(s)
- Agnes S Dellinger
- Department of Botany and Biodiversity Research, University of Vienna, Austria.,Ecology and Evolutionary Biology, University of Colorado, Boulder, USA
| | - Ovidiu Paun
- Department of Botany and Biodiversity Research, University of Vienna, Austria
| | - Juliane Baar
- Department of Botany and Biodiversity Research, University of Vienna, Austria
| | - Eva M Temsch
- Department of Botany and Biodiversity Research, University of Vienna, Austria
| | | | - Jürg Schönenberger
- Department of Botany and Biodiversity Research, University of Vienna, Austria
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17
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Magalhães FDM, Camurugi F, Lyra ML, Baldo D, Gehara M, Haddad CFB, Garda AA. Ecological divergence and synchronous Pleistocene diversification in the widespread South American butter frog complex. Mol Phylogenet Evol 2022; 169:107398. [PMID: 35031468 DOI: 10.1016/j.ympev.2022.107398] [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] [Received: 08/11/2021] [Revised: 10/31/2021] [Accepted: 11/15/2021] [Indexed: 11/19/2022]
Abstract
Phylogeographic studies primarily focus on the major role of landscape topography in driving lineage diversification. However, populational phylogeographic breaks may also occur as a result of either niche conservatism or divergence, in the absence of geographic barriers to gene flow. Furthermore, these two factors are not mutually exclusive and can act in concert, making it challenging to evaluate their relative importance on explaining genetic variation in nature. Herein, we use sequences of two mitochondrial and four nuclear genes to investigate the timing and diversification patterns of species pertaining to the Leptodactylus latrans complex, which harbors four morphologically cryptic species with broad distributions across environmental gradients in eastern South America. The origin of this species complex dates back to the late Miocene (ca. 5.5 Mya), but most diversification events occurred synchronically during the late Pleistocene likely as the result of ecological divergence driven by Quaternary climatic oscillations. Further, significant patterns of environmental niche divergences among species in the L. latrans complex imply that ecological isolation is the primary mode of genetic diversification, mostly because phylogenetic breaks are associated with environmental transitions rather than topographic barriers at both species and populational scale. We provided new insights about diversification patterns and processes within a species complex of broadly and continuously distributed group of frogs along South America.
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Affiliation(s)
- Felipe de M Magalhães
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal da Paraíba-UFPB, Centro de Ciências Exatas e da Natureza, Cidade Universitária, 58000-000 João Pessoa, Paraiba, Brazil; Earth and Environmental Sciences, Ecology and Evolution, Rutgers University-Newark 195 University Ave, Newark, NJ 07102, USA.
| | - Felipe Camurugi
- Instituto de Biociências, Universidade Federal de Mato Grosso do Sul, Cidade Universitária, 79070-900, Campo Grande, Mato Grosso do Sul, Brazil
| | - Mariana L Lyra
- Instituto de Biociências, Universidade Estadual Paulista, Campus Rio Claro, Departamento de Biodiversidade e Centro de Aquicultura (CAUNESP), Laboratório de Herpetologia, Cx. Postal 199, 13506-900 Rio Claro, São Paulo, Brazil
| | - Diego Baldo
- Instituto de Biología Subtropical (IBS, CONICET-UNaM), Laboratorio de Genética Evolutiva, Facultad de Ciencias Exactas, Universidad Nacional de Misiones, Félix de Azara 1552, CPA N3300LQF Posadas, Misiones, Argentina
| | - Marcelo Gehara
- Earth and Environmental Sciences, Ecology and Evolution, Rutgers University-Newark 195 University Ave, Newark, NJ 07102, USA
| | - Célio F B Haddad
- Instituto de Biociências, Universidade Estadual Paulista, Campus Rio Claro, Departamento de Biodiversidade e Centro de Aquicultura (CAUNESP), Laboratório de Herpetologia, Cx. Postal 199, 13506-900 Rio Claro, São Paulo, Brazil
| | - Adrian A Garda
- Laboratório de Anfíbios e Répteis (LAR), Departamento de Botânica e Zoologia da Universidade Federal do Rio Grande do Norte, Campus Universitário. Lagoa Nova, 59078-900 Natal, Rio Grande do Norte, Brazil
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18
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Carstens BC, Smith ML, Duckett DJ, Fonseca EM, Thomé MTC. Assessing model adequacy leads to more robust phylogeographic inference. Trends Ecol Evol 2022; 37:402-410. [PMID: 35027224 DOI: 10.1016/j.tree.2021.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 12/06/2021] [Accepted: 12/14/2021] [Indexed: 11/29/2022]
Abstract
Phylogeographic studies base inferences on large data sets and complex demographic models, but these models are applied in ways that could mislead researchers and compromise their inference. Researchers face three challenges associated with the use of models: (i) 'model selection', or the identification of an appropriate model for analysis; (ii) 'evaluation of analytical results', or the interpretation of the biological significance of the resulting parameter estimates, delimitations, and topologies; and (iii) 'model evaluation', or the use of statistical approaches to assess the fit of the model to the data. The field collectively invests most of its energy in point (ii) without considering the other points; we argue that attention to points (i) and (iii) is essential to phylogeographic inference.
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Affiliation(s)
- Bryan C Carstens
- Department of Evolution, Ecology, and Organismal Biology at The Ohio State University, Columbus, OH, USA.
| | - Megan L Smith
- Department of Biology, Indiana University, Bloomington, IN, USA
| | - Drew J Duckett
- Department of Evolution, Ecology, and Organismal Biology at The Ohio State University, Columbus, OH, USA
| | - Emanuel M Fonseca
- Department of Evolution, Ecology, and Organismal Biology at The Ohio State University, Columbus, OH, USA
| | - M Tereza C Thomé
- Department of Evolution, Ecology, and Organismal Biology at The Ohio State University, Columbus, OH, USA
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19
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Pezzuti TL, Fortes Leite FS, Rossa-Feres DDC, Anchietta Garcia PC. The Tadpoles of the Iron Quadrangle, Southeastern Brazil: A Baseline for Larval Knowledge and Anuran Conservation in a Diverse and Threatened Region. SOUTH AMERICAN JOURNAL OF HERPETOLOGY 2021. [DOI: 10.2994/sajh-d-20-00042.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Tiago Leite Pezzuti
- Laboratório de Herpetologia, Departamento de Zoologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais. Belo Horizonte, Minas Gerais, Brazil
| | - Felipe Sá Fortes Leite
- Sagarana Lab, Instituto de Ciências Biológicas e da Saúde, Universidade Federal de Viçosa, Campus Florestal. Florestal, Minas Gerais, Brazil
| | - Denise de C. Rossa-Feres
- Departamento de Zoologia e Botânica, Universidade Estadual de São Paulo, Campus São José do Rio Preto. São José do Rio Preto, São Paulo, Brazil
| | - Paulo Christiano Anchietta Garcia
- Laboratório de Herpetologia, Departamento de Zoologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais. Belo Horizonte, Minas Gerais, Brazil
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20
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Rivera D, Prates I, Firneno TJ, Rodrigues MT, Caldwell JP, Fujita MK. Phylogenomics, introgression, and demographic history of South American true toads (Rhinella). Mol Ecol 2021; 31:978-992. [PMID: 34784086 DOI: 10.1111/mec.16280] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 10/24/2021] [Accepted: 11/11/2021] [Indexed: 11/28/2022]
Abstract
The effects of genetic introgression on species boundaries and how they affect species' integrity and persistence over evolutionary time have received increased attention. The increasing availability of genomic data has revealed contrasting patterns of gene flow across genomic regions, which impose challenges to inferences of evolutionary relationships and of patterns of genetic admixture across lineages. By characterizing patterns of variation across thousands of genomic loci in a widespread complex of true toads (Rhinella), we assess the true extent of genetic introgression across species thought to hybridize to extreme degrees based on natural history observations and multi-locus analyses. Comprehensive geographic sampling of five large-ranged Neotropical taxa revealed multiple distinct evolutionary lineages that span large geographic areas and, at times, distinct biomes. The inferred major clades and genetic clusters largely correspond to currently recognized taxa; however, we also found evidence of cryptic diversity within taxa. While previous phylogenetic studies revealed extensive mito-nuclear discordance, our genetic clustering analyses uncovered several admixed individuals within major genetic groups. Accordingly, historical demographic analyses supported that the evolutionary history of these toads involved cross-taxon gene flow both at ancient and recent times. Lastly, ABBA-BABA tests revealed widespread allele sharing across species boundaries, a pattern that can be confidently attributed to genetic introgression as opposed to incomplete lineage sorting. These results confirm previous assertions that the evolutionary history of Rhinella was characterized by various levels of hybridization even across environmentally heterogeneous regions, posing exciting questions about what factors prevent complete fusion of diverging yet highly interdependent evolutionary lineages.
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Affiliation(s)
- Danielle Rivera
- Department of Biology, University of Texas at Arlington, Arlington, TX, USA.,Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, TX, USA
| | - Ivan Prates
- Department of Ecology and Evolutionary Biology and Museum of Zoology, University of Michigan, Ann Arbor, MI, USA
| | - Thomas J Firneno
- Department of Biology, University of Texas at Arlington, Arlington, TX, USA.,Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, TX, USA
| | - Miguel Trefaut Rodrigues
- Departamento de Zoologia, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Janalee P Caldwell
- Sam Noble Museum & Department of Biology, University of Oklahoma, Norman, Oklahoma, 73072-7029, USA
| | - Matthew K Fujita
- Department of Biology, University of Texas at Arlington, Arlington, TX, USA.,Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, TX, USA
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21
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Bonatelli IAS, Gehara M, Carstens BC, Colli GR, Moraes EM. Comparative and predictive phylogeography in the South American diagonal of open formations: Unravelling the biological and environmental influences on multitaxon demography. Mol Ecol 2021; 31:331-342. [PMID: 34614269 DOI: 10.1111/mec.16210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 11/28/2022]
Abstract
Phylogeography investigates historical drivers of the geographical distribution of intraspecific lineages. Particular attention has been given to ecological, climatic and geological processes in the diversification of the Neotropical biota. Several species sampled across the South American diagonal of open formations (DOF), comprising the Caatinga, Cerrado and Chaco biomes, experienced range shifts coincident with Quaternary climatic changes. However, comparative studies across different spatial, temporal and biological scales on DOF species are still meagre. Here, we combine phylogeographical model selection and machine learning predictive frameworks to investigate the influence of Pleistocene climatic changes on several plant and animal species from the DOF. We assembled mitochondrial/chloroplastic DNA sequences in public repositories and inferred the demographic responses of 44 species, comprising 70 intraspecific lineages of plants, lizards, frogs, spiders and insects. We then built a random forest model using biotic and abiotic information to identify the best predictors of demographic responses in the Pleistocene. Finally, we assessed the temporal synchrony of species demographic responses with hierarchical approximate Bayesian computation. Biotic variables related to population connectivity, gene flow and habitat preferences largely predicted how species responded to Pleistocene climatic changes, and demographic changes were synchronous primarily during the Middle Pleistocene. Although 22 (~31%) lineages underwent demographic expansion, presumably associated with the spread of aridity during the glacial Pleistocene periods, our findings suggest that nine lineages (~13%) exhibited the opposite response due to taxon-specific attributes.
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Affiliation(s)
- Isabel A S Bonatelli
- Departamento de Biologia, Universidade Federal de São Carlos, Sorocaba, Brazil.,Departamento de Ecologia e Biologia Evolutiva, Universidade Federal de São Paulo, Diadema, Brazil
| | - Marcelo Gehara
- Department of Earth and Environmental Sciences, Rutgers University-Newark, Newark, New Jersey, USA
| | - Bryan C Carstens
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, Ohio, USA
| | - Guarino R Colli
- Departamento de Zoologia, Universidade de Brasília, Brasília, Brazil
| | - Evandro M Moraes
- Departamento de Biologia, Universidade Federal de São Carlos, Sorocaba, Brazil
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22
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Thomé MTC, Carstens BC, Rodrigues MT, Galetti PM, Alexandrino J, Haddad CFB. A role of asynchrony of seasons in explaining genetic differentiation in a Neotropical toad. Heredity (Edinb) 2021; 127:363-372. [PMID: 34304245 PMCID: PMC8478927 DOI: 10.1038/s41437-021-00460-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 07/09/2021] [Accepted: 07/11/2021] [Indexed: 02/07/2023] Open
Abstract
The process of diversification can be studied at the phylogeographic level by attempting to identify the environmental features that promote and maintain population divergence. Here we investigate diversification in Rhinella granulosa, a Neotropical toad from northeastern Brazil, by testing a range of hypotheses that encompass different putative mechanisms reducing gene flow among populations. We sequenced single nucleotide polymorphisms and examined individual predictions related to the role of geographic barriers (rivers), ecological gradients, historical habitat stability, and spatial variation in climate seasonality, also known as the asynchrony of seasons hypothesis. This hypothesis postulates that temporal asynchrony of wet and dry seasons over short distances causes parapatric populations to become isolated by time. After determining genetic structure, inferring past distributions, ranking demographic models, and estimating the power of monthly climatic variables, our results identified two populations that are not associated with geographic barriers, biome gradients, or historical refugia. Instead, they are predicted by spatial variation in monthly rainfall and minimum temperature, consistent with the asynchrony of seasons hypothesis, supported also by our comparative framework using multiple matrix regression and linear mixed effects modeling. Due to the toad's life history, climate likely mediates gene flow directly, with genetic differentiation being provoked by neutral mechanisms related to climate driven population isolation, and/or by natural selection against migrants from populations with different breeding times. The asynchrony of seasons hypothesis is seldom considered in phylogeographic studies, but our results indicate that it should be tested in systems where breeding is tightly coupled with climate.
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Affiliation(s)
- Maria Tereza C Thomé
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA.
- Departamento de Biodiversidade e Centro de Aquicultura, Instituto de Biociências, Universidade Estadual Paulista, Rio Claro, SP, Brazil.
| | - Bryan C Carstens
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA
| | - Miguel Trefaut Rodrigues
- Departamento de Zoologia, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Pedro Manoel Galetti
- Departamento de Genética e Evolução, Universidade Federal de São Carlos, São Carlos, SP, Brazil
| | - João Alexandrino
- Departamento de Ecologia e Biologia Evolutiva, Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo, Diadema, SP, Brazil
| | - Célio F B Haddad
- Departamento de Biodiversidade e Centro de Aquicultura, Instituto de Biociências, Universidade Estadual Paulista, Rio Claro, SP, Brazil
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23
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Fenker J, Tedeschi LG, Melville J, Moritz C. Predictors of phylogeographic structure among codistributed taxa across the complex Australian monsoonal tropics. Mol Ecol 2021; 30:4276-4291. [PMID: 34216506 DOI: 10.1111/mec.16057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 06/16/2021] [Accepted: 06/28/2021] [Indexed: 11/28/2022]
Abstract
Differences in the geographic scale and depth of phylogeographic structure across codistributed taxa can reveal how microevolutionary processes such as population isolation and persistence drive diversification. In turn, environmental heterogeneity, species' traits, and historical biogeographic barriers may influence the potential for isolation and persistence. Using extensive SNP data and a combination of population genetic summary statistics and landscape genomic analyses, we explored predictors of the scale and depth of phylogeographic structure in codistributed lizard taxa from the topographically and climatically complex monsoonal tropics (AMT) of Australia. We first resolved intraspecific lineages and then tested whether genetic divergence across space within lineages is related to isolation by distance, resistance and/or environment and whether these factors differ across genera or between rock-related versus habitat generalist taxa. We then tested whether microevolutionary processes within lineages explain differences in the geographic scale and depth of intraspecific phylogeographic lineages. The results indicated that landscape predictors of phylogeographic structure differ between taxa. Within lineages, there was prevalent isolation by distance, but the strength of isolation by distance is independent of the taxonomic family, habitat specialization, and climate. Isolation by environment is the strongest predictor of landscape-scale genetic divergence for all taxa, with both temperature and precipitation acting as limiting factors. The strength of isolation by distance does not predict the geographic scale of the phylogeographic structure. However, more localized lineages had higher mean individual heterozygosity and less negative Tajima's D. This result implies that finer-scale phylogeographic structuring within species is associated with larger and more stable populations and, hence, persistence.
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Affiliation(s)
- Jessica Fenker
- Division of Ecology & Evolution, Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Leonardo G Tedeschi
- Division of Ecology & Evolution, Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Jane Melville
- Department of Sciences, Museums Victoria, Melbourne, VIC, Australia.,School of Biological Sciences, Monash University, Clayton, VIC, Australia
| | - Craig Moritz
- Division of Ecology & Evolution, Research School of Biology, Australian National University, Canberra, ACT, Australia
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24
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Shi L, Liu L, Li X, Wu Y, Tian X, Shi Y, Wang Z. Phylogeny and evolution of Lasiopodomys in subfamily Arvivolinae based on mitochondrial genomics. PeerJ 2021; 9:e10850. [PMID: 33777513 PMCID: PMC7977381 DOI: 10.7717/peerj.10850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 01/06/2021] [Indexed: 01/02/2023] Open
Abstract
The species of Lasiopodomys Lataste 1887 with their related genera remains undetermined owing to inconsistent morphological characteristics and molecular phylogeny. To investigate the phylogenetic relationship and speciation among species of the genus Lasiopodomys, we sequenced and annotated the whole mitochondrial genomes of three individual species, namely Lasiopodomys brandtii Radde 1861, L. mandarinus Milne-Edwards 1871, and Neodon (Lasiopodomys) fuscus Büchner 1889. The nucleotide sequences of the circular mitogenomes were identical for each individual species of L. brandtii, L. mandarinus, and N. fuscus. Each species contained 13 protein-coding genes (PCGs), 22 transfer RNAs, and 2 ribosomal RNAs, with mitochondrial genome lengths of 16,557 bp, 16,562 bp, and 16,324 bp, respectively. The mitogenomes and PCGs showed positive AT skew and negative GC skew. Mitogenomic phylogenetic analyses suggested that L. brandtii, L. mandarinus, and L. gregalis Pallas 1779 belong to the genus Lasiopodomys, whereas N. fuscus belongs to the genus Neodon grouped with N. irene. Lasiopodomys showed the closest relationship with Microtus fortis Büchner 1889 and M. kikuchii Kuroda 1920, which are considered as the paraphyletic species of genera Microtus. TMRCA and niche model analysis revealed that Lasiopodomys may have first appeared during the early Pleistocene epoch. Further, L. gregalis separated from others over 1.53 million years ago (Ma) and then diverged into L. brandtii and L. mandarinus 0.76 Ma. The relative contribution of climatic fluctuations to speciation and selection in this group requires further research.
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Affiliation(s)
- Luye Shi
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Likuan Liu
- School of Life Sciences, Qinghai Normal University, Xining, Qinghai, China
| | - Xiujuan Li
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yue Wu
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiangyu Tian
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yuhua Shi
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Zhenlong Wang
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
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25
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Moreira LR, Hernandez-Baños BE, Smith BT. Spatial predictors of genomic and phenotypic variation differ in a lowland Middle American bird (Icterus gularis). Mol Ecol 2020; 29:3085-3102. [PMID: 32621770 DOI: 10.1111/mec.15536] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 06/08/2020] [Accepted: 06/24/2020] [Indexed: 12/13/2022]
Abstract
Spatial patterns of intraspecific variation are shaped by geographical distance among populations, historical changes in gene flow and interactions with local environments. Although these factors are not mutually exclusive and operate on both genomic and phenotypic variation, it is unclear how they affect these two axes of variation. We address this question by exploring the predictors of genomic and phenotypic divergence in Icterus gularis, a broadly distributed Middle American bird that exhibits marked geographical variation in body size across its range. We combined a comprehensive single nucleotide polymorphism and phenotypic data set to test whether genome-wide genetic and phenotypic differentiation are best explained by (i) isolation by distance, (ii) isolation by history or (iii) isolation by environment. We find that the pronounced genetic and phenotypic variation in I. gularis are only partially correlated and differ regarding spatial predictors. Whereas genomic variation is largely explained by historical barriers to gene flow, phenotypic diversity can be best predicted by contemporary environmental heterogeneity. Our genomic analyses reveal strong phylogeographical structure coinciding with the Chivela Pass at the Isthmus of Tehuantepec that was formed during the Pleistocene, when populations were isolated in north-south refugia. In contrast, we found a strong association between body size and environmental variables, such as temperature and precipitation. The relationship between body size and local climate is consistent with a pattern produced by either natural selection or environmental plasticity. Overall, these results provide empirical evidence for why phenotypic and genomic data are often in conflict in taxonomic and phylogeographical studies.
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Affiliation(s)
- Lucas R Moreira
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA.,Department of Ornithology, American Museum of Natural History, New York, NY, USA
| | | | - Brian Tilston Smith
- Department of Ornithology, American Museum of Natural History, New York, NY, USA
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26
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Almeida JPFA, Thomé MTC, Sturaro MJ, Pereira RJ, Mott T. The relative role of glacial refugia and longstanding barriers in the diversification of a fossorial squamate. SYST BIODIVERS 2020. [DOI: 10.1080/14772000.2020.1783716] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- João P. F. A. Almeida
- Laboratório de Biologia Integrativa, Instituto de Ciências Biológicas e da Saúde, Universidade Federal de Alagoas, Maceió, AL 57072-970, Brazil
| | - Maria Tereza C. Thomé
- Laboratório de Biologia Integrativa, Instituto de Ciências Biológicas e da Saúde, Universidade Federal de Alagoas, Maceió, AL 57072-970, Brazil
| | - Marcelo J. Sturaro
- Departamento de Ecologia e Biologia Evolutiva, Universidade Federal de São Paulo, Av. Professor Artur Riedel, 275, Jardim Eldorado, Diadema, São Paulo, CEP 09972-270, Brazil
| | - Ricardo J. Pereira
- Division of Evolutionary Biology, Faculty of Biology II, Ludwig- Maximilians-Universität München, Grosshaderner Strasse 2, München, 82152, Germany
| | - Tamí Mott
- Laboratório de Biologia Integrativa, Instituto de Ciências Biológicas e da Saúde, Universidade Federal de Alagoas, Maceió, AL 57072-970, Brazil
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27
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Tian X, Ye J, Wang T, Bao L, Wang H. Different processes shape the patterns of divergence in the nuclear and chloroplast genomes of a relict tree species in East Asia. Ecol Evol 2020; 10:4331-4342. [PMID: 32489600 PMCID: PMC7246201 DOI: 10.1002/ece3.6200] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 02/25/2020] [Accepted: 02/26/2020] [Indexed: 02/05/2023] Open
Abstract
Isolation by spatial distance (IBD), environment (IBE), and historical climatic instability (IBI) are three common processes assessed in phylogeographic and/or landscape genetic studies. However, the relative contributions of these three processes with respect to spatial genetic patterns have seldom been compared. Moreover, whether the relative contribution differs in different regions or when assessed using different genetic markers has rarely been reported. Lindera obtusiloba has been found to have two sister genetic clades of chloroplast (cpDNA) and nuclear microsatellite (nSSR), both of which show discontinuous distribution in northern and southern East Asia. In this study, we used the Mantel test and multiple matrix regression with randomization (MMRR) to determine the relative contributions of IBD, IBE, and IBI with respect to L. obtusiloba populations. Independent Mantel tests and MMRR calculations were conducted for two genetic data sets (cpDNA and nSSR) and for different regions (the overall species range, and northern and southern subregions of the range). We found a significant IBI pattern in nSSR divergence for all assessed regions, whereas no clear IBI pattern was detected with respect to cpDNA. In contrast, significant (or marginal) divergent IBD patterns were detected for cpDNA in all regions, whereas although a significant IBE was apparent with respect to the overall range, the effect was not detected in the two subregions. The differences identified in nSSR and cpDNA population divergence may be related to differences in the heredity and ploidy of the markers. Compared with the southern region, the northern region showed less significant correlation patterns, which may be related to the shorter population history and restricted population range. The findings of this study serve to illustrate that comparing between markers or regions can contribute to gaining a better understanding the population histories of different genomes or within different regions of a species' range.
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Affiliation(s)
- Xiang‐Yu Tian
- State Key Laboratory of Earth Surface Processes and Resource Ecology and Ministry of Education Key Laboratory for Biodiversity Science and Ecological EngineeringCollege of Life SciencesBeijing Normal UniversityBeijingChina
| | - Jun‐Wei Ye
- Germplasm Bank of Wild Species in Southwest ChinaKunming Institute of BotanyChinese Academy of SciencesKunmingChina
| | - Tian‐Ming Wang
- State Key Laboratory of Earth Surface Processes and Resource Ecology and Ministry of Education Key Laboratory for Biodiversity Science and Ecological EngineeringCollege of Life SciencesBeijing Normal UniversityBeijingChina
| | - Lei Bao
- State Key Laboratory of Earth Surface Processes and Resource Ecology and Ministry of Education Key Laboratory for Biodiversity Science and Ecological EngineeringCollege of Life SciencesBeijing Normal UniversityBeijingChina
| | - Hong‐Fang Wang
- State Key Laboratory of Earth Surface Processes and Resource Ecology and Ministry of Education Key Laboratory for Biodiversity Science and Ecological EngineeringCollege of Life SciencesBeijing Normal UniversityBeijingChina
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28
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Ledo RMD, Domingos FMCB, Giugliano LG, Sites JW, Werneck FP, Colli GR. Pleistocene expansion and connectivity of mesic forests inside the South American Dry Diagonal supported by the phylogeography of a small lizard*. Evolution 2020; 74:1988-2004. [DOI: 10.1111/evo.13978] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 04/05/2020] [Accepted: 04/07/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Roger Maia D. Ledo
- Área de Meio Ambiente Instituto Federal de Educação, Ciência e Tecnologia de Brasília Campus Samambaia Samambaia DF 70860 Brazil
- Departamento de Zoologia Universidade de Brasília Brasília DF 70910 Brazil
| | | | - Lilian G. Giugliano
- Departamento de Genética e Morfologia Universidade de Brasília Brasília DF 70910‐900 Brazil
| | - Jack W. Sites
- Department of Biology and Bean Life Sciences Museum Brigham Young University Provo Utah 84602 USA
| | - Fernanda P. Werneck
- Programa de Coleções Científicas Biológicas, Coordenação de Biodiversidade Instituto Nacional de Pesquisas da Amazônia Manaus AM 69060 Brazil
| | - Guarino R. Colli
- Departamento de Zoologia Universidade de Brasília Brasília DF 70910 Brazil
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