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Lautenschlager U, Scheunert A. LoCoLotive: In silico mining for low-copy nuclear loci based on target capture probe sets and arbitrary reference genomes. APPLICATIONS IN PLANT SCIENCES 2023; 11:e11535. [PMID: 38106539 PMCID: PMC10719872 DOI: 10.1002/aps3.11535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 02/06/2023] [Accepted: 04/11/2023] [Indexed: 12/19/2023]
Abstract
Premise Universal target enrichment probe kits are used to circumvent the individual identification of loci suitable for phylogenetic studies in a given taxon. Under certain circumstances, however, target capture can be inefficient and costly, and lower numbers of marker loci may be sufficient. We therefore propose a computational pipeline that enables the easy identification of a subset of promising candidate loci for a taxon of interest. Methods and Results Target sequences used for probe design are filtered based on an assembled reference genome, resulting in presumably intron-containing single-copy loci as present in the reference taxon. The applicability of the proposed approach is demonstrated based on two probe kits (universal and family-specific) in combination with several publicly available reference genomes. Conclusions Guided by commercial probe kits, LoCoLotive enables fast and cost-efficient marker mining. Its accuracy mainly depends on the quality of the reference genome and its relatedness to the taxa under study.
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Affiliation(s)
- Ulrich Lautenschlager
- Evolutionary and Systematic Botany Group, Institute of Plant SciencesUniversity of RegensburgUniversitätsstraße 31RegensburgD‐93053Germany
| | - Agnes Scheunert
- Evolutionary and Systematic Botany Group, Institute of Plant SciencesUniversity of RegensburgUniversitätsstraße 31RegensburgD‐93053Germany
- Genomics Core Facility of the SNSBMenzinger Straße 67D‐80638MunichGermany
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2
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Leal JL, Milesi P, Salojärvi J, Lascoux M. Phylogenetic Analysis of Allotetraploid Species Using Polarized Genomic Sequences. Syst Biol 2023; 72:372-390. [PMID: 36932679 PMCID: PMC10275558 DOI: 10.1093/sysbio/syad009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 10/14/2022] [Accepted: 03/10/2023] [Indexed: 03/19/2023] Open
Abstract
Phylogenetic analysis of polyploid hybrid species has long posed a formidable challenge as it requires the ability to distinguish between alleles of different ancestral origins in order to disentangle their individual evolutionary history. This problem has been previously addressed by conceiving phylogenies as reticulate networks, using a two-step phasing strategy that first identifies and segregates homoeologous loci and then, during a second phasing step, assigns each gene copy to one of the subgenomes of an allopolyploid species. Here, we propose an alternative approach, one that preserves the core idea behind phasing-to produce separate nucleotide sequences that capture the reticulate evolutionary history of a polyploid-while vastly simplifying its implementation by reducing a complex multistage procedure to a single phasing step. While most current methods used for phylogenetic reconstruction of polyploid species require sequencing reads to be pre-phased using experimental or computational methods-usually an expensive, complex, and/or time-consuming endeavor-phasing executed using our algorithm is performed directly on the multiple-sequence alignment (MSA), a key change that allows for the simultaneous segregation and sorting of gene copies. We introduce the concept of genomic polarization that, when applied to an allopolyploid species, produces nucleotide sequences that capture the fraction of a polyploid genome that deviates from that of a reference sequence, usually one of the other species present in the MSA. We show that if the reference sequence is one of the parental species, the polarized polyploid sequence has a close resemblance (high pairwise sequence identity) to the second parental species. This knowledge is harnessed to build a new heuristic algorithm where, by replacing the allopolyploid genomic sequence in the MSA by its polarized version, it is possible to identify the phylogenetic position of the polyploid's ancestral parents in an iterative process. The proposed methodology can be used with long-read and short-read high-throughput sequencing data and requires only one representative individual for each species to be included in the phylogenetic analysis. In its current form, it can be used in the analysis of phylogenies containing tetraploid and diploid species. We test the newly developed method extensively using simulated data in order to evaluate its accuracy. We show empirically that the use of polarized genomic sequences allows for the correct identification of both parental species of an allotetraploid with up to 97% certainty in phylogenies with moderate levels of incomplete lineage sorting (ILS) and 87% in phylogenies containing high levels of ILS. We then apply the polarization protocol to reconstruct the reticulate histories of Arabidopsis kamchatica and Arabidopsis suecica, two allopolyploids whose ancestry has been well documented. [Allopolyploidy; Arabidopsis; genomic polarization; homoeologs; incomplete lineage sorting; phasing; polyploid phylogenetics; reticulate evolution.].
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Affiliation(s)
- J Luis Leal
- Plant Ecology and Evolution, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 75236 Uppsala, Sweden
| | - Pascal Milesi
- Plant Ecology and Evolution, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 75236 Uppsala, Sweden
- Science for Life Laboratory (SciLifeLab), Uppsala University, 75237 Uppsala, Sweden
| | - Jarkko Salojärvi
- Organismal and Evolutionary Biology Research Program, Faculty of Biological and Environmental Sciences, and Viikki Plant Science Centre, University of Helsinki, P.O. Box 65 (Viikinkaari 1), 00014 Helsinki, Finland
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Martin Lascoux
- Plant Ecology and Evolution, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 75236 Uppsala, Sweden
- Science for Life Laboratory (SciLifeLab), Uppsala University, 75237 Uppsala, Sweden
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Freyman WA, Johnson MG, Rothfels CJ. homologizer: Phylogenetic phasing of gene copies into polyploid subgenomes. Methods Ecol Evol 2023. [DOI: 10.1111/2041-210x.14072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Affiliation(s)
| | - Matthew G. Johnson
- Department of Biological Sciences Texas Tech University Lubbock Texas USA
| | - Carl J. Rothfels
- University Herbarium and Department of Integrative Biology University of California Berkeley California USA
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4
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Huber KT, Maher LJ. The hybrid number of a ploidy profile. J Math Biol 2022; 85:30. [PMID: 36114394 PMCID: PMC9481518 DOI: 10.1007/s00285-022-01792-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 08/09/2022] [Accepted: 08/18/2022] [Indexed: 11/26/2022]
Abstract
Polyploidization, whereby an organism inherits multiple copies of the genome of their parents, is an important evolutionary event that has been observed in plants and animals. One way to study such events is in terms of the ploidy number of the species that make up a dataset of interest. It is therefore natural to ask: How much information about the evolutionary past of the set of species that form a dataset can be gleaned from the ploidy numbers of the species? To help answer this question, we introduce and study the novel concept of a ploidy profile which allows us to formalize it in terms of a multiplicity vector indexed by the species the dataset is comprised of. Using the framework of a phylogenetic network, we present a closed formula for computing the hybrid number (i.e. the minimal number of polyploidization events required to explain a ploidy profile) of a large class of ploidy profiles. This formula relies on the construction of a certain phylogenetic network from the simplification sequence of a ploidy profile and the hybrid number of the ploidy profile with which this construction is initialized. Both of them can be computed easily in case the ploidy numbers that make up the ploidy profile are not too large. To help illustrate the applicability of our approach, we apply it to a simplified version of a publicly available Viola dataset.
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Tomasello S, Oberprieler C. Reticulate Evolution in the Western Mediterranean Mountain Ranges: The Case of the Leucanthemopsis Polyploid Complex. FRONTIERS IN PLANT SCIENCE 2022; 13:842842. [PMID: 35783934 PMCID: PMC9247603 DOI: 10.3389/fpls.2022.842842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 05/18/2022] [Indexed: 06/15/2023]
Abstract
Polyploidization is one of the most common speciation mechanisms in plants. This is particularly relevant in high mountain environments and/or in areas heavily affected by climatic oscillations. Although the role of polyploidy and the temporal and geographical frameworks of polyploidization have been intensively investigated in the alpine regions of the temperate and arctic biomes, fewer studies are available with a specific focus on the Mediterranean region. Leucanthemopsis (Asteraceae) consists of six to ten species with several infraspecific entities, mainly distributed in the western Mediterranean Basin. It is a polyploid complex including montane, subalpine, and strictly alpine lineages, which are locally distributed in different mountain ranges of Western Europe and North Africa. We used a mixed approach including Sanger sequencing and (Roche-454) high throughput sequencing of amplicons to gather information from single-copy nuclear markers and plastid regions. Nuclear regions were carefully tested for recombinants/PCR artifacts and for paralogy. Coalescent-based methods were used to infer the number of polyploidization events and the age of formation of polyploid lineages, and to reconstruct the reticulate evolution of the genus. Whereas the polyploids within the widespread Leucanthemopsis alpina are autopolyploids, the situation is more complex among the taxa endemic to the western Mediterranean. While the hexaploid, L. longipectinata, confined to the northern Moroccan mountain ranges (north-west Africa), is an autopolyploid, the Iberian polyploids are clearly of allopolyploid origins. At least two different polyploidization events gave rise to L. spathulifolia and to all other tetraploid Iberian taxa, respectively. The formation of the Iberian allopolyploids took place in the early Pleistocene and was probably caused by latitudinal and elevational range shifts that brought into contact previously isolated Leucanthemopsis lineages. Our study thus highlights the importance of the Pleistocene climatic oscillations and connected polyploidization events for the high plant diversity in the Mediterranean Basin.
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Affiliation(s)
- Salvatore Tomasello
- Department of Systematics, Biodiversity and Evolution of Plants (With Herbarium), University of Göttingen, Göttingen, Germany
| | - Christoph Oberprieler
- Evolutionary and Systematic Botany Group, Institute of Plant Sciences, University of Regensburg, Regensburg, Germany
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6
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Yan Z, Cao Z, Liu Y, Ogilvie HA, Nakhleh L. Maximum Parsimony Inference of Phylogenetic Networks in the Presence of Polyploid Complexes. Syst Biol 2021; 71:706-720. [PMID: 34605924 PMCID: PMC9017653 DOI: 10.1093/sysbio/syab081] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 09/26/2021] [Accepted: 09/29/2021] [Indexed: 12/18/2022] Open
Abstract
Phylogenetic networks provide a powerful framework for modeling and analyzing reticulate
evolutionary histories. While polyploidy has been shown to be prevalent not only in plants
but also in other groups of eukaryotic species, most work done thus far on phylogenetic
network inference assumes diploid hybridization. These inference methods have been
applied, with varying degrees of success, to data sets with polyploid species, even though
polyploidy violates the mathematical assumptions underlying these methods. Statistical
methods were developed recently for handling specific types of polyploids and so were
parsimony methods that could handle polyploidy more generally yet while excluding
processes such as incomplete lineage sorting. In this article, we introduce a new method
for inferring most parsimonious phylogenetic networks on data that include polyploid
species. Taking gene tree topologies as input, the method seeks a phylogenetic network
that minimizes deep coalescences while accounting for polyploidy. We demonstrate the
performance of the method on both simulated and biological data. The inference method as
well as a method for evaluating evolutionary hypotheses in the form of phylogenetic
networks are implemented and publicly available in the PhyloNet software package.
[Incomplete lineage sorting; minimizing deep coalescences; multilabeled trees;
multispecies network coalescent; phylogenetic networks; polyploidy.]
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Affiliation(s)
- Zhi Yan
- Department of Computer Science, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
| | - Zhen Cao
- Department of Computer Science, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
| | - Yushu Liu
- Department of Computer Science, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
| | - Huw A Ogilvie
- Department of Computer Science, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
| | - Luay Nakhleh
- Department of Computer Science, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
- Department of Biosciences, Rice University, Houston, 6100 Main Street, Houston, TX 77005, USA
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Šlenker M, Kantor A, Marhold K, Schmickl R, Mandáková T, Lysak MA, Perný M, Caboňová M, Slovák M, Zozomová-Lihová J. Allele Sorting as a Novel Approach to Resolving the Origin of Allotetraploids Using Hyb-Seq Data: A Case Study of the Balkan Mountain Endemic Cardamine barbaraeoides. FRONTIERS IN PLANT SCIENCE 2021; 12:659275. [PMID: 33995457 PMCID: PMC8115912 DOI: 10.3389/fpls.2021.659275] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 03/10/2021] [Indexed: 05/19/2023]
Abstract
Mountains of the Balkan Peninsula are significant biodiversity hotspots with great species richness and a large proportion of narrow endemics. Processes that have driven the evolution of the rich Balkan mountain flora, however, are still insufficiently explored and understood. Here we focus on a group of Cardamine (Brassicaceae) perennials growing in wet, mainly mountainous habitats. It comprises several Mediterranean endemics, including those restricted to the Balkan Peninsula. We used target enrichment with genome skimming (Hyb-Seq) to infer their phylogenetic relationships, and, along with genomic in situ hybridization (GISH), to resolve the origin of tetraploid Cardamine barbaraeoides endemic to the Southern Pindos Mts. (Greece). We also explored the challenges of phylogenomic analyses of polyploid species and developed a new approach of allele sorting into homeologs that allows identifying subgenomes inherited from different progenitors. We obtained a robust phylogenetic reconstruction for diploids based on 1,168 low-copy nuclear genes, which suggested both allopatric and ecological speciation events. In addition, cases of plastid-nuclear discordance, in agreement with divergent nuclear ribosomal DNA (nrDNA) copy variants in some species, indicated traces of interspecific gene flow. Our results also support biogeographic links between the Balkan and Anatolian-Caucasus regions and illustrate the contribution of the latter region to high Balkan biodiversity. An allopolyploid origin was inferred for C. barbaraeoides, which highlights the role of mountains in the Balkan Peninsula both as refugia and melting pots favoring species contacts and polyploid evolution in response to Pleistocene climate-induced range dynamics. Overall, our study demonstrates the importance of a thorough phylogenomic approach when studying the evolution of recently diverged species complexes affected by reticulation events at both diploid and polyploid levels. We emphasize the significance of retrieving allelic and homeologous variation from nuclear genes, as well as multiple nrDNA copy variants from genome skim data.
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Affiliation(s)
- Marek Šlenker
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
- Department of Botany, Faculty of Science, Charles University, Prague, Czechia
| | - Adam Kantor
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Karol Marhold
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
- Department of Botany, Faculty of Science, Charles University, Prague, Czechia
| | - Roswitha Schmickl
- Department of Botany, Faculty of Science, Charles University, Prague, Czechia
- Institute of Botany, The Czech Academy of Sciences, Průhonice, Czechia
| | - Terezie Mandáková
- Central European Institute of Technology, Masaryk University, Brno, Czechia
- Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czechia
| | - Martin A. Lysak
- Central European Institute of Technology, Masaryk University, Brno, Czechia
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Brno, Czechia
| | | | - Michaela Caboňová
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Marek Slovák
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
- Department of Botany, Faculty of Science, Charles University, Prague, Czechia
| | - Judita Zozomová-Lihová
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Bratislava, Slovakia
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8
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Rothfels CJ. Polyploid phylogenetics. THE NEW PHYTOLOGIST 2021; 230:66-72. [PMID: 33491778 DOI: 10.1111/nph.17105] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/27/2020] [Indexed: 05/23/2023]
Abstract
Polyploidy is a dominant feature of extant plant diversity. However, major research questions, including whether polyploidy is important to long-term evolution or is just 'evolutionary noise', remain unresolved due to difficulties associated with the generation and analysis of data from polyploid lineages. Many of these difficulties have been recently overcome, such that it is now often relatively straightforward to infer the full and often reticulate phylogenetic history of groups with recently formed polyploids. This nascent field of 'polyploid phylogenetics' allows researchers to tackle long-standing questions of polyploid macroevolution, supplies the foundation for mechanistic models of ploidy change, and provides the opportunity to include a more complete and representative sample of plant taxa in our analyses in general.
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Affiliation(s)
- Carl J Rothfels
- Department of Integrative Biology, University Herbarium, University of California, Berkeley, CA, 94702, USA
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9
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Lautenschlager U, Wagner F, Oberprieler C. ALLCOPOL: inferring allele co-ancestry in polyploids. BMC Bioinformatics 2020; 21:441. [PMID: 33028201 PMCID: PMC7542712 DOI: 10.1186/s12859-020-03750-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 09/11/2020] [Indexed: 12/12/2022] Open
Abstract
Background Inferring phylogenetic relationships of polyploid species and their diploid ancestors (leading to reticulate phylogenies in the case of an allopolyploid origin) based on multi-locus sequence data is complicated by the unknown assignment of alleles found in polyploids to diploid subgenomes. A parsimony-based approach to this problem has been proposed by Oberprieler et al. (Methods Ecol Evol 8:835–849, 2017), however, its implementation is of limited practical value. In addition to previously identified shortcomings, it has been found that in some cases, the obtained results barely satisfy the applied criterion. To be of better use to other researchers, a reimplementation with methodological refinement appears to be indispensable. Results We present the AllCoPol package, which provides a heuristic method for assigning alleles from polyploids to diploid subgenomes based on the Minimizing Deep Coalescences (MDC) criterion in multi-locus sequence datasets. An additional consensus approach further allows to assess the confidence of phylogenetic reconstructions. Simulations of tetra- and hexaploids show that under simplifying assumptions such as completely disomic inheritance, the topological errors of reconstructed phylogenies are similar to those of MDC species trees based on the true allele partition. Conclusions AllCoPol is a Python package for phylogenetic reconstructions of polyploids offering enhanced functionality as well as improved usability. The included methods are supplied as command line tools without the need for prior programming knowledge.
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Affiliation(s)
- Ulrich Lautenschlager
- Evolutionary and Systematic Botany Group, Institute of Plant Sciences, University of Regensburg, Universitätsstr. 31, 93053, Regensburg, Germany
| | - Florian Wagner
- Evolutionary and Systematic Botany Group, Institute of Plant Sciences, University of Regensburg, Universitätsstr. 31, 93053, Regensburg, Germany
| | - Christoph Oberprieler
- Evolutionary and Systematic Botany Group, Institute of Plant Sciences, University of Regensburg, Universitätsstr. 31, 93053, Regensburg, Germany.
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Blischak PD, Latvis M, Morales‐Briones DF, Johnson JC, Di Stilio VS, Wolfe AD, Tank DC. Fluidigm2PURC: Automated processing and haplotype inference for double-barcoded PCR amplicons. APPLICATIONS IN PLANT SCIENCES 2018; 6:e01156. [PMID: 30131898 PMCID: PMC6025812 DOI: 10.1002/aps3.1156] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 03/28/2018] [Indexed: 05/30/2023]
Abstract
PREMISE OF THE STUDY Targeted enrichment strategies for phylogenomic inference are a time- and cost-efficient way to collect DNA sequence data for large numbers of individuals at multiple, independent loci. Automated and reproducible processing of these data is a crucial step for researchers conducting phylogenetic studies. METHODS AND RESULTS We present Fluidigm2PURC, an open source Python utility for processing paired-end Illumina data from double-barcoded PCR amplicons. In combination with the program PURC (Pipeline for Untangling Reticulate Complexes), our scripts process raw FASTQ files for analysis with PURC and use its output to infer haplotypes for diploids, polyploids, and samples with unknown ploidy. We demonstrate the use of the pipeline with an example data set from the genus Thalictrum (Ranunculaceae). CONCLUSIONS Fluidigm2PURC is freely available for Unix-like operating systems on GitHub (https://github.com/pblischak/fluidigm2purc) and for all operating systems through Docker (https://hub.docker.com/r/pblischak/fluidigm2purc).
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Affiliation(s)
- Paul D. Blischak
- Department of Evolution, Ecology, and Organismal BiologyThe Ohio State University318 W. 12th AvenueColumbusOhio43210‐1242USA
| | - Maribeth Latvis
- Department of Natural Resource ManagementSouth Dakota State University1390 College AvenueBrookingsSouth Dakota57007‐1696USA
| | - Diego F. Morales‐Briones
- Department of Plant and Microbial BiologyUniversity of Minnesota1479 Gortner AvenueSaint PaulMinnesota55108‐1095USA
| | - Jens C. Johnson
- Department of BiologyUniversity of WashingtonSeattleWashington98195‐1800USA
| | | | - Andrea D. Wolfe
- Department of Evolution, Ecology, and Organismal BiologyThe Ohio State University318 W. 12th AvenueColumbusOhio43210‐1242USA
| | - David C. Tank
- Department of Biological SciencesUniversity of Idaho875 Perimeter Drive, MS 3051MoscowIdaho83844‐3051USA
- Stillinger HerbariumUniversity of Idaho875 Perimeter Drive, MS 1133MoscowIdaho83844‐1133USA
- Institute for Bioinformatics and Evolutionary Studies (IBEST)University of Idaho875 Perimeter Drive, MS 3051MoscowIdaho83844‐3051USA
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Oxelman B, Brysting AK, Jones GR, Marcussen T, Oberprieler C, Pfeil BE. Phylogenetics of Allopolyploids. ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2017. [DOI: 10.1146/annurev-ecolsys-110316-022729] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Bengt Oxelman
- Gothenburg Global Biodiversity Centre, Department of Biology and Environmental Sciences, University of Gothenburg, SE405 30 Göteborg, Sweden
| | - Anne Krag Brysting
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, NO-0316 Oslo, Norway
| | - Graham R. Jones
- Gothenburg Global Biodiversity Centre, Department of Biology and Environmental Sciences, University of Gothenburg, SE405 30 Göteborg, Sweden
| | - Thomas Marcussen
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, NO-0316 Oslo, Norway
| | - Christoph Oberprieler
- Evolutionary and Systematic Botany Group, Institute of Plant Sciences, University of Regensburg, D-93053 Regensburg, Germany
| | - Bernard E. Pfeil
- Gothenburg Global Biodiversity Centre, Department of Biology and Environmental Sciences, University of Gothenburg, SE405 30 Göteborg, Sweden
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