1
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Reyna-Blanco CS, Caduff M, Galimberti M, Leuenberger C, Wegmann D. Inference of Locus-Specific Population Mixtures from Linked Genome-Wide Allele Frequencies. Mol Biol Evol 2024; 41:msae137. [PMID: 38958167 PMCID: PMC11255385 DOI: 10.1093/molbev/msae137] [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: 11/06/2023] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/04/2024] Open
Abstract
Admixture between populations and species is common in nature. Since the influx of new genetic material might be either facilitated or hindered by selection, variation in mixture proportions along the genome is expected in organisms undergoing recombination. Various graph-based models have been developed to better understand these evolutionary dynamics of population splits and mixtures. However, current models assume a single mixture rate for the entire genome and do not explicitly account for linkage. Here, we introduce TreeSwirl, a novel method for inferring branch lengths and locus-specific mixture proportions by using genome-wide allele frequency data, assuming that the admixture graph is known or has been inferred. TreeSwirl builds upon TreeMix that uses Gaussian processes to estimate the presence of gene flow between diverged populations. However, in contrast to TreeMix, our model infers locus-specific mixture proportions employing a hidden Markov model that accounts for linkage. Through simulated data, we demonstrate that TreeSwirl can accurately estimate locus-specific mixture proportions and handle complex demographic scenarios. It also outperforms related D- and f-statistics in terms of accuracy and sensitivity to detect introgressed loci.
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Affiliation(s)
- Carlos S Reyna-Blanco
- Department of Biology, University of Fribourg, Fribourg 1700, Switzerland
- Swiss Institute of Bioinformatics, Fribourg 1700, Switzerland
| | - Madleina Caduff
- Department of Biology, University of Fribourg, Fribourg 1700, Switzerland
- Swiss Institute of Bioinformatics, Fribourg 1700, Switzerland
| | - Marco Galimberti
- Department of Biology, University of Fribourg, Fribourg 1700, Switzerland
- Swiss Institute of Bioinformatics, Fribourg 1700, Switzerland
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | | | - Daniel Wegmann
- Department of Biology, University of Fribourg, Fribourg 1700, Switzerland
- Swiss Institute of Bioinformatics, Fribourg 1700, Switzerland
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2
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Marcionetti A, Bertrand JAM, Cortesi F, Donati GFA, Heim S, Huyghe F, Kochzius M, Pellissier L, Salamin N. Recurrent gene flow events occurred during the diversification of clownfishes of the skunk complex. Mol Ecol 2024; 33:e17347. [PMID: 38624248 DOI: 10.1111/mec.17347] [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: 11/06/2023] [Revised: 03/15/2024] [Accepted: 03/26/2024] [Indexed: 04/17/2024]
Abstract
Clownfish (subfamily Amphiprioninae) are an iconic group of coral reef fish that evolved a mutualistic interaction with sea anemones, which triggered the adaptive radiation of the clade. Within clownfishes, the "skunk complex" is particularly interesting. Besides ecological speciation, interspecific gene flow and hybrid speciation are thought to have shaped the evolution of the group. We investigated the mechanisms characterizing the diversification of this complex. By taking advantage of their disjunct geographical distribution, we obtained whole-genome data of sympatric and allopatric populations of the three main species of the complex (Amphiprion akallopisos, A. perideraion and A. sandaracinos). We examined population structure, genomic divergence and introgression signals and performed demographic modelling to identify the most realistic diversification scenario. We excluded scenarios of strict isolation or hybrid origin of A. sandaracinos. We discovered moderate gene flow from A. perideraion to the ancestor of A. akallopisos + A. sandaracinos and weak gene flow between the species in the Indo-Australian Archipelago throughout the diversification of the group. We identified introgressed regions in A. sandaracinos and detected in A. perideraion two large regions of high divergence from the two other species. While we found that gene flow has occurred throughout the species' diversification, we also observed that recent admixture was less pervasive than initially thought, suggesting a role of host repartition or behavioural barriers in maintaining the genetic identity of the species in sympatry.
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Affiliation(s)
- Anna Marcionetti
- Department of Computational Biology, Génopode, University of Lausanne, Lausanne, Switzerland
| | - Joris A M Bertrand
- Department of Computational Biology, Génopode, University of Lausanne, Lausanne, Switzerland
- Laboratoire Génome et Développement Des Plantes (UMR 5096 UPVD/CNRS), University of Perpignan via Domitia, Perpignan, France
| | - Fabio Cortesi
- School of the Environment and Queensland Brain Institute, The University of Queensland, Brisbane, Queensland, Australia
| | - Giulia F A Donati
- EAWAG Swiss Federal Institute of Aquatic Science & Technology, Dübendorf, Switzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Sara Heim
- Department of Computational Biology, Génopode, University of Lausanne, Lausanne, Switzerland
| | - Filip Huyghe
- Marine Biology - Ecology, Evolution and Genetics, Vrije Universiteit Brussel (VUB), Pleinlaan 2, Brussels, Belgium
| | - Marc Kochzius
- Marine Biology - Ecology, Evolution and Genetics, Vrije Universiteit Brussel (VUB), Pleinlaan 2, Brussels, Belgium
| | - Loïc Pellissier
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Ecosystems and Landscape Evolution, Department of Environmental System Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
| | - Nicolas Salamin
- Department of Computational Biology, Génopode, University of Lausanne, Lausanne, Switzerland
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3
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Lopez Fang L, Peede D, Ortega-Del Vecchyo D, McTavish EJ, Huerta-Sánchez E. Leveraging shared ancestral variation to detect local introgression. PLoS Genet 2024; 20:e1010155. [PMID: 38190420 PMCID: PMC10798638 DOI: 10.1371/journal.pgen.1010155] [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: 03/29/2022] [Revised: 01/19/2024] [Accepted: 12/04/2023] [Indexed: 01/10/2024] Open
Abstract
Introgression is a common evolutionary phenomenon that results in shared genetic material across non-sister taxa. Existing statistical methods such as Patterson's D statistic can detect introgression by measuring an excess of shared derived alleles between populations. The D statistic is effective to detect genome-wide patterns of introgression but can give spurious inferences of introgression when applied to local regions. We propose a new statistic, D+, that leverages both shared ancestral and derived alleles to infer local introgressed regions. Incorporating both shared derived and ancestral alleles increases the number of informative sites per region, improving our ability to identify local introgression. We use a coalescent framework to derive the expected value of this statistic as a function of different demographic parameters under an instantaneous admixture model and use coalescent simulations to compute the power and precision of D+. While the power of D and D+ is comparable, D+ has better precision than D. We apply D+ to empirical data from the 1000 Genome Project and Heliconius butterflies to infer local targets of introgression in humans and in butterflies.
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Affiliation(s)
- Lesly Lopez Fang
- Department of Life & Environmental Sciences, University of California, Merced, Merced, California, United States of America
- Quantitative & Systems Biology Graduate Group, University of California, Merced, Merced, California, United States of America
| | - David Peede
- Department of Ecology, Evolution and Organismal Biology, Brown University, Providence, Rhode Island, United States of America
- Center for Computational Biology, Brown University, Providence, Rhode Island, United States of America
- Institute at Brown for Environment and Society, Brown University, Providence, Rhode Island, United States of America
| | - Diego Ortega-Del Vecchyo
- Laboratorio Internacional de Investigación sobre el Genoma Humano, Universidad Nacional Autónoma de México, Santiago de Querétaro, Querétaro, México
| | - Emily Jane McTavish
- Department of Life & Environmental Sciences, University of California, Merced, Merced, California, United States of America
- Quantitative & Systems Biology Graduate Group, University of California, Merced, Merced, California, United States of America
| | - Emilia Huerta-Sánchez
- Department of Ecology, Evolution and Organismal Biology, Brown University, Providence, Rhode Island, United States of America
- Center for Computational Biology, Brown University, Providence, Rhode Island, United States of America
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4
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Li S, Yeh C, Jang‐Liaw N, Chang S, Lin Y, Tsai C, Chiu C, Chen C, Ke H, Wang Q, Lu Y, Zheng K, Fan P, Zhang L, Liu Y. Low but highly geographically structured genomic diversity of East Asian Eurasian otters and its conservation implications. Evol Appl 2024; 17:e13630. [PMID: 38288030 PMCID: PMC10824276 DOI: 10.1111/eva.13630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 11/06/2023] [Accepted: 11/28/2023] [Indexed: 01/31/2024] Open
Abstract
Populations of Eurasian otters Lutra lutra, one of the most widely distributed apex predators in Eurasia, have been depleted mainly since the 1950s. However, a lack of information about their genomic diversity and how they are organized geographically in East Asia severely impedes our ability to monitor and conserve them in particular management units. Here, we re-sequenced and analyzed 20 otter genomes spanning continental East Asia, including a population at Kinmen, a small island off the Fujian coast, China. The otters form three genetic clusters (one of L. l. lutra in the north and two of L. l. chinensis in the south), which have diverged in the Holocene. These three clusters should be recognized as three conservation management units to monitor and manage independently. The heterozygosity of the East Asian otters is as low as that of the threatened carnivores sequenced. Historical effective population size trajectories inferred from genomic variations suggest that their low genomic diversity could be partially attributed to changes in the climate since the mid-Pleistocene and anthropogenic intervention since the Holocene. However, no evidence of genetic erosion, mutation load, or high level of inbreeding was detected in the presumably isolated Kinmen Island population. Any future in situ conservation efforts should consider this information for the conservation management units.
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Affiliation(s)
- Shou‐Hsien Li
- School of Life ScienceNational Taiwan Normal UniversityTaipeiTaiwan
| | - Chia‐fen Yeh
- School of Life ScienceNational Taiwan Normal UniversityTaipeiTaiwan
| | | | - Shih‐Wei Chang
- Division of ZoologyEndemic Species Research InstituteNantouTaiwan
| | - Yu‐Hsiu Lin
- Division of ZoologyEndemic Species Research InstituteNantouTaiwan
| | - Cheng‐En Tsai
- School of Life ScienceNational Taiwan Normal UniversityTaipeiTaiwan
| | - Chi‐Cheng Chiu
- School of Life ScienceNational Taiwan Normal UniversityTaipeiTaiwan
| | | | - Hui‐Ru Ke
- Genomics BioSci & Tech Co., Ltd.New Taipei CityTaiwan
| | - Qiaoyun Wang
- State Key Laboratory of Biocontrol, School of Ecology/School of Life SciencesSun Yat‐Sen UniversityGuangzhouChina
| | - Yiwei Lu
- Zhejiang Museum of Natural HistoryZhejiang Biodiversity Research CenterHangzhouChina
| | - Kaidan Zheng
- State Key Laboratory of Biocontrol, School of Ecology/School of Life SciencesSun Yat‐Sen UniversityGuangzhouChina
| | - Pengfei Fan
- State Key Laboratory of Biocontrol, School of Ecology/School of Life SciencesSun Yat‐Sen UniversityGuangzhouChina
| | - Lu Zhang
- State Key Laboratory of Biocontrol, School of Ecology/School of Life SciencesSun Yat‐Sen UniversityGuangzhouChina
| | - Yang Liu
- State Key Laboratory of Biocontrol, School of Ecology/School of Life SciencesSun Yat‐Sen UniversityGuangzhouChina
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5
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Zhang Y, Zhu Q, Shao Y, Jiang Y, Ouyang Y, Zhang L, Zhang W. Inferring Historical Introgression with Deep Learning. Syst Biol 2023; 72:1013-1038. [PMID: 37257491 DOI: 10.1093/sysbio/syad033] [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: 11/01/2022] [Revised: 05/28/2023] [Accepted: 05/30/2023] [Indexed: 06/02/2023] Open
Abstract
Resolving phylogenetic relationships among taxa remains a challenge in the era of big data due to the presence of genetic admixture in a wide range of organisms. Rapidly developing sequencing technologies and statistical tests enable evolutionary relationships to be disentangled at a genome-wide level, yet many of these tests are computationally intensive and rely on phased genotypes, large sample sizes, restricted phylogenetic topologies, or hypothesis testing. To overcome these difficulties, we developed a deep learning-based approach, named ERICA, for inferring genome-wide evolutionary relationships and local introgressed regions from sequence data. ERICA accepts sequence alignments of both population genomic data and multiple genome assemblies, and efficiently identifies discordant genealogy patterns and exchanged regions across genomes when compared with other methods. We further tested ERICA using real population genomic data from Heliconius butterflies that have undergone adaptive radiation and frequent hybridization. Finally, we applied ERICA to characterize hybridization and introgression in wild and cultivated rice, revealing the important role of introgression in rice domestication and adaptation. Taken together, our findings demonstrate that ERICA provides an effective method for teasing apart evolutionary relationships using whole genome data, which can ultimately facilitate evolutionary studies on hybridization and introgression.
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Affiliation(s)
- Yubo Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Qingjie Zhu
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Yi Shao
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Yanchen Jiang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Yidan Ouyang
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research (Wuhan), Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| | - Li Zhang
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Wei Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
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6
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Carscadden KA, Batstone RT, Hauser FE. Origins and evolution of biological novelty. Biol Rev Camb Philos Soc 2023; 98:1472-1491. [PMID: 37056155 DOI: 10.1111/brv.12963] [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: 01/28/2022] [Revised: 03/30/2023] [Accepted: 04/03/2023] [Indexed: 04/15/2023]
Abstract
Understanding the origins and impacts of novel traits has been a perennial interest in many realms of ecology and evolutionary biology. Here, we build on previous evolutionary and philosophical treatments of this subject to encompass novelties across biological scales and eco-evolutionary perspectives. By defining novelties as new features at one biological scale that have emergent effects at other biological scales, we incorporate many forms of novelty that have previously been treated in isolation (such as novelty from genetic mutations, new developmental pathways, new morphological features, and new species). Our perspective is based on the fundamental idea that the emergence of a novelty, at any biological scale, depends on its environmental and genetic context. Through this lens, we outline a broad array of generative mechanisms underlying novelty and highlight how genomic tools are transforming our understanding of the origins of novelty. Lastly, we present several case studies to illustrate how novelties across biological scales and systems can be understood based on common mechanisms of change and their environmental and genetic contexts. Specifically, we highlight how gene duplication contributes to the evolution of new complex structures in visual systems; how genetic exchange in symbiosis alters functions of both host and symbiont, resulting in a novel organism; and how hybridisation between species can generate new species with new niches.
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Affiliation(s)
- Kelly A Carscadden
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, 1900 Pleasant St, Boulder, CO, 80309, USA
| | - Rebecca T Batstone
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Frances E Hauser
- Department of Biological Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, Ontario, M1C 1A4, Canada
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7
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Koski MH, Galloway LF, Busch JW. Hybrid breakdown is elevated near the historical cores of a species' range. Proc Biol Sci 2022; 289:20220070. [PMID: 35291839 PMCID: PMC8924771 DOI: 10.1098/rspb.2022.0070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
New species form when they become reproductively isolated. A classic model of speciation posits that derived mutations appear in isolated populations and reduce fitness when combined in hybrids. While these Bateson-Dobzhansky-Muller incompatibilities are known to accumulate as populations diverge over time, they may also reflect the amount of standing genetic variation within populations. We analysed the fitness of F2 hybrids in crosses between 24 populations of a plant species (Campanula americana) with broad variation in standing genetic variation and genetic differentiation driven by post-glacial range expansions. Hybrid breakdown varied substantially and was strongest between populations near the historical cores of the species range where within-population genetic diversity was high. Nearly half of the variation in hybrid breakdown was predicted by the combined effects of standing genetic variation within populations, their pairwise genetic differentiation and differences in the climates they inhabit. Hybrid breakdown was enhanced between populations inhabiting distinct climates, likely reflecting local adaptation. Results support that the mutations causing hybrid breakdown, the raw material for speciation, are more common in long-inhabited areas of the species range. Genetic diversity harboured in refugial areas is thus an important source of incompatibilities critical to the speciation process.
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Affiliation(s)
- Matthew H. Koski
- Department of Biological Sciences, Clemson University, 134 Long Hall, Clemson, SC 29634, USA
| | - Laura F. Galloway
- Department of Biology, University of Virginia, PO Box 400328, Charlottesville, VA 22904, USA
| | - Jeremiah W. Busch
- School of Biological Sciences, Washington State University, PO Box 644236, Pullman, WA 99164, USA
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8
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Tricou T, Tannier E, de Vienne DM. OUP accepted manuscript. Syst Biol 2022; 71:1147-1158. [PMID: 35169846 PMCID: PMC9366450 DOI: 10.1093/sysbio/syac011] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 02/01/2021] [Accepted: 02/08/2022] [Indexed: 11/29/2022] Open
Abstract
Most species are extinct, those that are not are often unknown. Sequenced and sampled species are often a minority of known ones. Past evolutionary events involving horizontal gene flow, such as horizontal gene transfer, hybridization, introgression, and admixture, are therefore likely to involve “ghosts,” that is extinct, unknown, or unsampled lineages. The existence of these ghost lineages is widely acknowledged, but their possible impact on the detection of gene flow and on the identification of the species involved is largely overlooked. It is generally considered as a possible source of error that, with reasonable approximation, can be ignored. We explore the possible influence of absent species on an evolutionary study by quantifying the effect of ghost lineages on introgression as detected by the popular D-statistic method. We show from simulated data that under certain frequently encountered conditions, the donors and recipients of horizontal gene flow can be wrongly identified if ghost lineages are not taken into account. In particular, having a distant outgroup, which is usually recommended, leads to an increase in the error probability and to false interpretations in most cases. We conclude that introgression from ghost lineages should be systematically considered as an alternative possible, even probable, scenario. [ABBA–BABA; D-statistic; gene flow; ghost lineage; introgression; simulation.]
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Affiliation(s)
- Théo Tricou
- Correspondence to be sent to: CNRS Université Claude Bernard Lyon 1, Laboratoire de Biométrie et Biologie Évolutive (LBBE), Bâtiment Mendel, 43 boulevard du 11 Novembre 1918, Villeurbanne, 69622 Cedex, France; E-mail:
| | - Eric Tannier
- Laboratoire de Biométrie et Biologie Évolutive UMR5558, Univ Lyon, Université Lyon 1, CNRS, F-69622 Villeurbanne, France
- Inria, Centre de Recherche de Lyon, F-69603 Villeurbanne, France
| | - Damien M de Vienne
- Laboratoire de Biométrie et Biologie Évolutive UMR5558, Univ Lyon, Université Lyon 1, CNRS, F-69622 Villeurbanne, France
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9
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Campbell-Staton SC, Arnold BJ, Gonçalves D, Granli P, Poole J, Long RA, Pringle RM. Ivory poaching and the rapid evolution of tusklessness in African elephants. Science 2021; 374:483-487. [PMID: 34672738 DOI: 10.1126/science.abe7389] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Shane C Campbell-Staton
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08540, USA.,Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA.,Institute for Society and Genetics, University of California, Los Angeles, CA 90095, USA
| | - Brian J Arnold
- Department of Computer Science, Princeton University, Princeton, NJ 08540, USA.,Center for Statistics and Machine Learning, Princeton University, Princeton, NJ 08540, USA
| | - Dominique Gonçalves
- Gorongosa National Park, Sofala 00000, Mozambique.,Durrell Institute of Conservation and Ecology, University of Kent, Canterbury CT2 7NR, UK
| | | | - Joyce Poole
- ElephantVoices, San Francisco, CA 94111, USA
| | - Ryan A Long
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, ID 83844, USA
| | - Robert M Pringle
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08540, USA
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10
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Rose NH, Bay RA, Morikawa MK, Thomas L, Sheets EA, Palumbi SR. Genomic analysis of distinct bleaching tolerances among cryptic coral species. Proc Biol Sci 2021; 288:20210678. [PMID: 34641729 DOI: 10.1098/rspb.2021.0678] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Reef-building coral species are experiencing an unprecedented decline owing to increasing frequency and intensity of marine heatwaves and associated bleaching-induced mortality. Closely related species from the Acropora hyacinthus species complex differ in heat tolerance and in their association with heat-tolerant symbionts. We used low-coverage full genome sequencing of 114 colonies monitored across the 2015 bleaching event in American Samoa to determine the genetic differences among four cryptic species (termed HA, HC, HD and HE) that have diverged in these species traits. Cryptic species differed strongly at thousands of single nucleotide polymorphisms across the genome which are enriched for amino acid changes in the bleaching-resistant species HE. In addition, HE also showed two particularly divergent regions with strong signals of differentiation. One approximately 220 kb locus, HES1, contained the majority of fixed differences in HE. A second locus, HES2, was fixed in HE but polymorphic in the other cryptic species. Surprisingly, non-HE individuals with HE-like haplotypes at HES2 were more likely to bleach. At both loci, HE showed particular sequence similarity to a congener, Acropora millepora. Overall, resilience to bleaching during the third global bleaching event was strongly structured by host cryptic species, buoyed by differences in symbiont associations between these species.
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Affiliation(s)
- Noah H Rose
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.,Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Rachael A Bay
- Department of Evolution and Ecology, University of California, Davis, CA, USA.,Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Megan K Morikawa
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Luke Thomas
- The UWA Oceans Institute, The University of Western Australia, Perth, Western Australia, Australia.,Australian Institute of Marine Science, Perth, Western Australia, Australia.,Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
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11
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Chafin TK, Regmi B, Douglas MR, Edds DR, Wangchuk K, Dorji S, Norbu P, Norbu S, Changlu C, Khanal GP, Tshering S, Douglas ME. Parallel introgression, not recurrent emergence, explains apparent elevational ecotypes of polyploid Himalayan snowtrout. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210727. [PMID: 34729207 PMCID: PMC8548808 DOI: 10.1098/rsos.210727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 10/01/2021] [Indexed: 06/13/2023]
Abstract
The recurrence of similar evolutionary patterns within different habitats often reflects parallel selective pressures acting upon either standing or independently occurring genetic variation to produce a convergence of phenotypes. This interpretation (i.e. parallel divergences within adjacent streams) has been hypothesized for drainage-specific morphological 'ecotypes' observed in polyploid snowtrout (Cyprinidae: Schizothorax). However, parallel patterns of differential introgression during secondary contact are a viable alternative hypothesis. Here, we used ddRADseq (N = 35 319 de novo and N = 10 884 transcriptome-aligned SNPs), as derived from Nepali/Bhutanese samples (N = 48 each), to test these competing hypotheses. We first employed genome-wide allelic depths to derive appropriate ploidy models, then a Bayesian approach to yield genotypes statistically consistent under the inferred expectations. Elevational 'ecotypes' were consistent in geometric morphometric space, but with phylogenetic relationships at the drainage level, sustaining a hypothesis of independent emergence. However, partitioned analyses of phylogeny and admixture identified subsets of loci under selection that retained genealogical concordance with morphology, suggesting instead that apparent patterns of morphological/phylogenetic discordance are driven by widespread genomic homogenization. Here, admixture occurring in secondary contact effectively 'masks' previous isolation. Our results underscore two salient factors: (i) morphological adaptations are retained despite hybridization and (ii) the degree of admixture varies across tributaries, presumably concomitant with underlying environmental or anthropogenic factors.
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Affiliation(s)
- Tyler K. Chafin
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder 80309, USA
| | - Binod Regmi
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
- National Institute of Arthritis, Musculoskeletal and Skin Diseases (NIAMS), National Institutes of Health, Bethesda, MD 20892, USA
| | - Marlis R. Douglas
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - David R. Edds
- Department of Biological Sciences, Emporia State University, Emporia, KS 66801, USA
| | - Karma Wangchuk
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Sonam Dorji
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Pema Norbu
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Sangay Norbu
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Changlu Changlu
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Gopal Prasad Khanal
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Singye Tshering
- National Research and Development Centre for Riverine and Lake Fisheries, Ministry of Agriculture and Forests, Royal Government of Bhutan, Haa, Bhutan
| | - Michael E. Douglas
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
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12
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Divergence and introgression in small apes, the genus Hylobates, revealed by reduced representation sequencing. Heredity (Edinb) 2021; 127:312-322. [PMID: 34188193 PMCID: PMC8405704 DOI: 10.1038/s41437-021-00452-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 06/15/2021] [Accepted: 06/15/2021] [Indexed: 02/06/2023] Open
Abstract
Gibbons of the genus Hylobates, which inhabit Southeast Asia, show great diversity and comprise seven to nine species. Natural hybridisation has been observed in several species contact zones, but the history and extent of hybridisation and introgression in possibly historical and the current contact zones remain unclear. To uncover Hylobates species phylogeny and the extent of introgression in their evolution, genotyping by random amplicon sequencing-direct (GRAS-Di) was applied to 47 gibbons, representing seven Hylobates species/subspecies and two outgroup gibbon species. Over 200,000 autosomal single-nucleotide variant sites were identified. The autosomal phylogeny supported that divergence from the mainland species began ~3.5 million years ago, and subsequently occurred among the Sundaic island species. Significant introgression signals were detected between H. lar and H. pileatus, H. lar and H. agilis and H. albibarbis and H. muelleri, which all are parapatric and form ongoing hybrid zones. Furthermore, the introgression signals were detected in every analysed individual of these species, indicating a relatively long history of hybridisation, which might have affected the entire gene pool. By contrast, signals of introgression were either not detected or doubtful in other species pairs living on different islands, indicating the rarity of hybridisation and introgression, even though the Sundaic islands were connected during the Pliocene and Pleistocene glacial events.
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13
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Huang Y, Huang W, Meng Z, Braz GT, Li Y, Wang K, Wang H, Lai J, Jiang J, Dong Z, Jin W. Megabase-scale presence-absence variation with Tripsacum origin was under selection during maize domestication and adaptation. Genome Biol 2021; 22:237. [PMID: 34416918 PMCID: PMC8377971 DOI: 10.1186/s13059-021-02448-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 08/02/2021] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Structural variants (SVs) significantly drive genome diversity and environmental adaptation for diverse species. Unlike the prevalent small SVs (< kilobase-scale) in higher eukaryotes, large-size SVs rarely exist in the genome, but they function as one of the key evolutionary forces for speciation and adaptation. RESULTS In this study, we discover and characterize several megabase-scale presence-absence variations (PAVs) in the maize genome. Surprisingly, we identify a 3.2 Mb PAV fragment that shows high integrity and is present as complete presence or absence in the natural diversity panel. This PAV is embedded within the nucleolus organizer region (NOR), where the suppressed recombination is found to maintain the PAV against the evolutionary variation. Interestingly, by analyzing the sequence of this PAV, we not only reveal the domestication trace from teosinte to modern maize, but also the footprints of its origin from Tripsacum, shedding light on a previously unknown contribution from Tripsacum to the speciation of Zea species. The functional consequence of the Tripsacum segment migration is also investigated, and environmental fitness conferred by the PAV may explain the whole segment as a selection target during maize domestication and improvement. CONCLUSIONS These findings provide a novel perspective that Tripsacum contributes to Zea speciation, and also instantiate a strategy for evolutionary and functional analysis of the "fossil" structure variations during genome evolution and speciation.
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Affiliation(s)
- Yumin Huang
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China
| | - Wei Huang
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China
| | - Zhuang Meng
- Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps (MOE), Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Guilherme Tomaz Braz
- Department of Plant Biology, Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Yunfei Li
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China
| | - Kai Wang
- Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps (MOE), Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Hai Wang
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China
| | - Jinsheng Lai
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China
| | - Jiming Jiang
- Department of Plant Biology, Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Zhaobin Dong
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China.
| | - Weiwei Jin
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Key Laboratory of Crop Heterosis and Utilization (MOE), Joint International Research Laboratory of Crop Molecular Breeding (MOE), China Agricultural University, Beijing, 100193, China.
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14
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Ferrer Obiol J, James HF, Chesser RT, Bretagnolle V, González-Solís J, Rozas J, Riutort M, Welch AJ. Integrating Sequence Capture and Restriction Site-Associated DNA Sequencing to Resolve Recent Radiations of Pelagic Seabirds. Syst Biol 2021; 70:976-996. [PMID: 33512506 PMCID: PMC8357341 DOI: 10.1093/sysbio/syaa101] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 11/13/2020] [Accepted: 12/15/2020] [Indexed: 01/01/2023] Open
Abstract
The diversification of modern birds has been shaped by a number of radiations. Rapid diversification events make reconstructing the evolutionary relationships among taxa challenging due to the convoluted effects of incomplete lineage sorting (ILS) and introgression. Phylogenomic data sets have the potential to detect patterns of phylogenetic incongruence, and to address their causes. However, the footprints of ILS and introgression on sequence data can vary between different phylogenomic markers at different phylogenetic scales depending on factors such as their evolutionary rates or their selection pressures. We show that combining phylogenomic markers that evolve at different rates, such as paired-end double-digest restriction site-associated DNA (PE-ddRAD) and ultraconserved elements (UCEs), allows a comprehensive exploration of the causes of phylogenetic discordance associated with short internodes at different timescales. We used thousands of UCE and PE-ddRAD markers to produce the first well-resolved phylogeny of shearwaters, a group of medium-sized pelagic seabirds that are among the most phylogenetically controversial and endangered bird groups. We found that phylogenomic conflict was mainly derived from high levels of ILS due to rapid speciation events. We also documented a case of introgression, despite the high philopatry of shearwaters to their breeding sites, which typically limits gene flow. We integrated state-of-the-art concatenated and coalescent-based approaches to expand on previous comparisons of UCE and RAD-Seq data sets for phylogenetics, divergence time estimation, and inference of introgression, and we propose a strategy to optimize RAD-Seq data for phylogenetic analyses. Our results highlight the usefulness of combining phylogenomic markers evolving at different rates to understand the causes of phylogenetic discordance at different timescales. [Aves; incomplete lineage sorting; introgression; PE-ddRAD-Seq; phylogenomics; radiations; shearwaters; UCEs.].
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Affiliation(s)
- Joan Ferrer Obiol
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Barcelona, Catalonia, Spain
- Institut de Recerca de la Biodiversitat (IRBio), Barcelona, Catalonia, Spain
| | - Helen F James
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - R Terry Chesser
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
- U.S. Geological Survey, Patuxent Wildlife Research Center, Laurel, MD, USA
| | - Vincent Bretagnolle
- Centre d’Études Biologiques de Chizé, CNRS & La Rochelle Université, 79360, Villiers en Bois, France
| | - Jacob González-Solís
- Institut de Recerca de la Biodiversitat (IRBio), Barcelona, Catalonia, Spain
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Barcelona, Catalonia, Spain
| | - Julio Rozas
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Barcelona, Catalonia, Spain
- Institut de Recerca de la Biodiversitat (IRBio), Barcelona, Catalonia, Spain
| | - Marta Riutort
- Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Barcelona, Catalonia, Spain
- Institut de Recerca de la Biodiversitat (IRBio), Barcelona, Catalonia, Spain
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15
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Zhang Y, Teng D, Lu W, Liu M, Zeng H, Cao L, Southcott L, Potdar S, Westerman E, Zhu AJ, Zhang W. A widely diverged locus involved in locomotor adaptation in Heliconius butterflies. SCIENCE ADVANCES 2021; 7:7/32/eabh2340. [PMID: 34348900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 06/17/2021] [Indexed: 06/13/2023]
Abstract
Heliconius butterflies have undergone adaptive radiation and therefore serve as an excellent system for exploring the continuum of speciation and adaptive evolution. However, there is a long-lasting paradox between their convergent mimetic wing patterns and rapid divergence in speciation. Here, we characterize a locus that consistently displays high divergence among Heliconius butterflies and acts as an introgression hotspot. We further show that this locus contains multiple genes related to locomotion and conserved in Lepidoptera. In light of these findings, we consider that locomotion traits may be under selection, and if these are heritable traits that are selected for, then they might act as species barriers.
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Affiliation(s)
- Yubo Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Dequn Teng
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Wei Lu
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Min Liu
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, School of Life Sciences, Peking University, Beijing 100871, China
| | - Hua Zeng
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Lei Cao
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Laura Southcott
- Committee on Evolutionary Biology, University of Chicago, Chicago, IL 60637, USA
| | - Sushant Potdar
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Erica Westerman
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Alan Jian Zhu
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, School of Life Sciences, Peking University, Beijing 100871, China.
| | - Wei Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
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16
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Zhang Y, Teng D, Lu W, Liu M, Zeng H, Cao L, Southcott L, Potdar S, Westerman E, Zhu AJ, Zhang W. A widely diverged locus involved in locomotor adaptation in Heliconius butterflies. SCIENCE ADVANCES 2021; 7:eabh2340. [PMID: 34348900 PMCID: PMC8336958 DOI: 10.1126/sciadv.abh2340] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 06/17/2021] [Indexed: 12/30/2023]
Abstract
Heliconius butterflies have undergone adaptive radiation and therefore serve as an excellent system for exploring the continuum of speciation and adaptive evolution. However, there is a long-lasting paradox between their convergent mimetic wing patterns and rapid divergence in speciation. Here, we characterize a locus that consistently displays high divergence among Heliconius butterflies and acts as an introgression hotspot. We further show that this locus contains multiple genes related to locomotion and conserved in Lepidoptera. In light of these findings, we consider that locomotion traits may be under selection, and if these are heritable traits that are selected for, then they might act as species barriers.
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Affiliation(s)
- Yubo Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Dequn Teng
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Wei Lu
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Min Liu
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, School of Life Sciences, Peking University, Beijing 100871, China
| | - Hua Zeng
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Lei Cao
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Laura Southcott
- Committee on Evolutionary Biology, University of Chicago, Chicago, IL 60637, USA
| | - Sushant Potdar
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Erica Westerman
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Alan Jian Zhu
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, School of Life Sciences, Peking University, Beijing 100871, China.
| | - Wei Zhang
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
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17
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Korunes KL, Samuk K. pixy: Unbiased estimation of nucleotide diversity and divergence in the presence of missing data. Mol Ecol Resour 2021; 21:1359-1368. [PMID: 33453139 PMCID: PMC8044049 DOI: 10.1111/1755-0998.13326] [Citation(s) in RCA: 139] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 11/12/2020] [Accepted: 01/05/2021] [Indexed: 11/28/2022]
Abstract
Population genetic analyses often use summary statistics to describe patterns of genetic variation and provide insight into evolutionary processes. Among the most fundamental of these summary statistics are π and dXY , which are used to describe genetic diversity within and between populations, respectively. Here, we address a widespread issue in π and dXY calculation: systematic bias generated by missing data of various types. Many popular methods for calculating π and dXY operate on data encoded in the variant call format (VCF), which condenses genetic data by omitting invariant sites. When calculating π and dXY using a VCF, it is often implicitly assumed that missing genotypes (including those at sites not represented in the VCF) are homozygous for the reference allele. Here, we show how this assumption can result in substantial downward bias in estimates of π and dXY that is directly proportional to the amount of missing data. We discuss the pervasive nature and importance of this problem in population genetics, and introduce a user-friendly UNIX command line utility, pixy, that solves this problem via an algorithm that generates unbiased estimates of π and dXY in the face of missing data. We compare pixy to existing methods using both simulated and empirical data, and show that pixy alone produces unbiased estimates of π and dXY regardless of the form or amount of missing data. In summary, our software solves a long-standing problem in applied population genetics and highlights the importance of properly accounting for missing data in population genetic analyses.
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Affiliation(s)
| | - Kieran Samuk
- Department of Biology, Duke University, Durham, NC, USA
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18
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Ferreira MS, Jones MR, Callahan CM, Farelo L, Tolesa Z, Suchentrunk F, Boursot P, Mills LS, Alves PC, Good JM, Melo-Ferreira J. The Legacy of Recurrent Introgression during the Radiation of Hares. Syst Biol 2021; 70:593-607. [PMID: 33263746 PMCID: PMC8048390 DOI: 10.1093/sysbio/syaa088] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 11/06/2020] [Accepted: 11/13/2020] [Indexed: 12/30/2022] Open
Abstract
Hybridization may often be an important source of adaptive variation, but the extent and long-term impacts of introgression have seldom been evaluated in the phylogenetic context of a radiation. Hares (Lepus) represent a widespread mammalian radiation of 32 extant species characterized by striking ecological adaptations and recurrent admixture. To understand the relevance of introgressive hybridization during the diversification of Lepus, we analyzed whole exome sequences (61.7 Mb) from 15 species of hares (1-4 individuals per species), spanning the global distribution of the genus, and two outgroups. We used a coalescent framework to infer species relationships and divergence times, despite extensive genealogical discordance. We found high levels of allele sharing among species and show that this reflects extensive incomplete lineage sorting and temporally layered hybridization. Our results revealed recurrent introgression at all stages along the Lepus radiation, including recent gene flow between extant species since the last glacial maximum but also pervasive ancient introgression occurring since near the origin of the hare lineages. We show that ancient hybridization between northern hemisphere species has resulted in shared variation of potential adaptive relevance to highly seasonal environments, including genes involved in circadian rhythm regulation, pigmentation, and thermoregulation. Our results illustrate how the genetic legacy of ancestral hybridization may persist across a radiation, leaving a long-lasting signature of shared genetic variation that may contribute to adaptation. [Adaptation; ancient introgression; hybridization; Lepus; phylogenomics.].
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Affiliation(s)
- Mafalda S Ferreira
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências da Universidade do Porto, Porto, Portugal
- Division of Biological Sciences, University of Montana, Missoula, Montana, United States of America
| | - Matthew R Jones
- Division of Biological Sciences, University of Montana, Missoula, Montana, United States of America
| | - Colin M Callahan
- Division of Biological Sciences, University of Montana, Missoula, Montana, United States of America
| | - Liliana Farelo
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal
| | - Zelalem Tolesa
- Department of Biology, Hawassa University, Hawassa, Ethiopia
| | - Franz Suchentrunk
- Department for Interdisciplinary Life Sciences, Research Institute of Wildlife Ecology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Pierre Boursot
- Institut des Sciences de l’Évolution Montpellier (ISEM), Université de Montpellier, CNRS, IRD, EPHE, France
| | - L Scott Mills
- Wildlife Biology Program, College of Forestry and Conservation, University of Montana, Missoula, Montana, United States of America
- Office of Research and Creative Scholarship, University of Montana, Missoula, Montana, United States of America; Jeffrey M. Good and José Melo-Ferreira shared the senior authorship
| | - Paulo C Alves
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências da Universidade do Porto, Porto, Portugal
- Wildlife Biology Program, College of Forestry and Conservation, University of Montana, Missoula, Montana, United States of America
| | - Jeffrey M Good
- Division of Biological Sciences, University of Montana, Missoula, Montana, United States of America
- Wildlife Biology Program, College of Forestry and Conservation, University of Montana, Missoula, Montana, United States of America
| | - José Melo-Ferreira
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências da Universidade do Porto, Porto, Portugal
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19
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Prakash A, Monteiro A. Doublesex Mediates the Development of Sex-Specific Pheromone Organs in Bicyclus Butterflies via Multiple Mechanisms. Mol Biol Evol 2021; 37:1694-1707. [PMID: 32077943 PMCID: PMC7253200 DOI: 10.1093/molbev/msaa039] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The Bicyclus lineage of satyrid butterflies exhibits male-specific traits, the scent organs, used for chemical communication during courtship. These organs consist of tightly packed brush-like scales (hair-pencils) that rub against scent patches to disperse pheromones, but the evolution and molecular basis of these organ’s male-limited development remains unknown. Here, we examine the evolution of the number and location of the scent patches and hair-pencils within 53 species of Bicyclus butterflies, and the involvement of the sex determinant gene doublesex (dsx) in scent organ development in Bicyclus anynana using CRISPR/Cas9. We show that scent patches and hair-pencils arose via multiple, independent gains, in a correlated manner. Further, an initially nonsex-specific Dsx protein expression pattern in developing wing discs becomes male-specific and spatially refined to areas that develop the scent patches. Functional perturbations of dsx show that this gene activates patch development in males whereas hair-pencils develop in both sexes without Dsx input. Dsx in females is, instead, required to repress hair-pencils whereas Dsx in males regulates minor aspects of its development. These findings suggest that the patches and hair-pencils evolve as correlated composite organs presumably due to their functional integration. Divergence in the function of dsx isoforms occurred across the sexes, where the male isoform promotes patch development in males and the female isoform represses hair-pencil development in females, both leading to the development of male-limited traits. Furthermore, evolution in number of patches in males is due to the evolution of spatial regulation of dsx.
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Affiliation(s)
- Anupama Prakash
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Antónia Monteiro
- Department of Biological Sciences, National University of Singapore, Singapore.,Yale-NUS College, Singapore
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20
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Mullen SP, VanKuren NW, Zhang W, Nallu S, Kristiansen EB, Wuyun Q, Liu K, Hill RI, Briscoe AD, Kronforst MR. Disentangling Population History and Character Evolution among Hybridizing Lineages. Mol Biol Evol 2021; 37:1295-1305. [PMID: 31930401 DOI: 10.1093/molbev/msaa004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Understanding the origin and maintenance of adaptive phenotypic novelty is a central goal of evolutionary biology. However, both hybridization and incomplete lineage sorting can lead to genealogical discordance between the regions of the genome underlying adaptive traits and the remainder of the genome, decoupling inferences about character evolution from population history. Here, to disentangle these effects, we investigated the evolutionary origins and maintenance of Batesian mimicry between North American admiral butterflies (Limenitis arthemis) and their chemically defended model (Battus philenor) using a combination of de novo genome sequencing, whole-genome resequencing, and statistical introgression mapping. Our results suggest that balancing selection, arising from geographic variation in the presence or absence of the unpalatable model, has maintained two deeply divergent color patterning haplotypes that have been repeatedly sieved among distinct mimetic and nonmimetic lineages of Limenitis via introgressive hybridization.
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Affiliation(s)
- Sean P Mullen
- Department of Biology, Boston University, Boston, MA
| | | | - Wei Zhang
- School of Life Sciences, Peking University, Beijing, P.R. China
| | - Sumitha Nallu
- Department of Ecology and Evolution, University of Chicago, Chicago, IL
| | | | - Qiqige Wuyun
- Department of Computer Science and Engineering, Michigan State University, East Lansing, MI
| | - Kevin Liu
- Department of Computer Science and Engineering, Michigan State University, East Lansing, MI
| | - Ryan I Hill
- Department of Biological Sciences, University of the Pacific, Stockton, CA
| | - Adriana D Briscoe
- Department of Ecology and Evolutionary Biology, University of California-Irvine, Irvine, CA
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21
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Carlon DB, Robertson DR, Barron RL, Choat JH, Anderson DJ, Schwartz SA, Sánchez-Ortiz CA. The origin of the parrotfish species Scarus compressus in the Tropical Eastern Pacific: region-wide hybridization between ancient species pairs. BMC Ecol Evol 2021; 21:7. [PMID: 33514314 PMCID: PMC7853319 DOI: 10.1186/s12862-020-01731-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 12/07/2020] [Indexed: 12/04/2022] Open
Abstract
Background In the Tropical Eastern Pacific (TEP), four species of parrotfishes with complex phylogeographic histories co-occur in sympatry on rocky reefs from Baja California to Ecuador: Scarus compressus, S. ghobban, S. perrico, and S. rubroviolaceus. The most divergent, S. perrico, separated from a Central Indo-Pacific ancestor in the late Miocene (6.6 Ma). We tested the hypothesis that S. compressus was the result of ongoing hybridization among the other three species by sequencing four nuclear markers and a mitochondrial locus in samples spanning 2/3 of the latitudinal extent of the TEP. Results A Structure model indicated that K = 3 fit the nuclear data and that S. compressus individuals had admixed genomes. Our data could correctly detect and assign pure adults and F1 hybrids with > 0.90 probability, and correct assignment of F2s was also high in some cases. NewHybrids models revealed that 89.8% (n = 59) of the S. compressus samples were F1 hybrids between either S. perrico × S. ghobban or S. perrico × S. rubroviolaceus. Similarly, the most recently diverged S. ghobban and S. rubroviolaceus were hybridizing in small numbers, with half of the admixed individuals assigned to F1 hybrids and the remainder likely > F1 hybrids. We observed strong mito-nuclear discordance in all hybrid pairs. Migrate models favored gene flow between S. perrico and S. ghobban, but not other species pairs. Conclusions Mating between divergent species is giving rise to a region-wide, multispecies hybrid complex, characterized by a high frequency of parental and F1 genotypes but a low frequency of > F1 hybrids. Trimodal structure, and evidence for fertility of both male and female F1 hybrids, suggest that fitness declines sharply in later generation hybrids. In contrast, the hybrid population of the two more recently diverged species had similar frequencies of F1 and > F1 hybrids, suggesting accelerating post-mating incompatibility with time. Mitochondrial genotypes in hybrids suggest that indiscriminate mating by male S. perrico is driving pre-zygotic breakdown, which may reflect isolation of this endemic species for millions of years resulting in weak selection for conspecific mate recognition. Despite overlapping habitat use and high rates of hybridization, species boundaries are maintained by a combination of pre- and post-mating processes in this complex.
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Affiliation(s)
- David B Carlon
- Schiller Coastal Studies Centre and Department of Biology, Bowdoin College, 6500 College Station, Brunswick, ME, 04011, USA.
| | | | - Robert L Barron
- Schiller Coastal Studies Centre and Department of Biology, Bowdoin College, 6500 College Station, Brunswick, ME, 04011, USA
| | - John Howard Choat
- College of Science and Engineering, James Cook University, Townsville, QLD, Australia
| | - David J Anderson
- Schiller Coastal Studies Centre and Department of Biology, Bowdoin College, 6500 College Station, Brunswick, ME, 04011, USA
| | - Sonja A Schwartz
- Department of Environmental Science, Policy & Management, University of California, Berkeley, CA, 94720, USA
| | - Carlos A Sánchez-Ortiz
- Departamento de Biología Marina, Universidad Autónoma de Baja California Sur, CP 23081, La Paz, Baja California Sur, México
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22
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Garg KM, Sam K, Chattopadhyay B, Sadanandan KR, Koane B, Ericson PGP, Rheindt FE. Gene Flow in the Müllerian Mimicry Ring of a Poisonous Papuan Songbird Clade (Pitohui; Aves). Genome Biol Evol 2020; 11:2332-2343. [PMID: 31418795 PMCID: PMC6735254 DOI: 10.1093/gbe/evz168] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/25/2019] [Indexed: 12/19/2022] Open
Abstract
Müllerian mimicry rings are remarkable symbiotic species assemblages in which multiple members share a similar phenotype. However, their evolutionary origin remains poorly understood. Although gene flow among species has been shown to generate mimetic patterns in some Heliconius butterflies, mimicry is believed to be due to true convergence without gene flow in many other cases. We investigated the evolutionary history of multiple members of a passerine mimicry ring in the poisonous Papuan pitohuis. Previous phylogenetic evidence indicates that the aposematic coloration shared by many, but not all, members of this genus is ancestral and has only been retained by members of the mimicry ring. Using a newly assembled genome and thousands of genomic DNA markers, we demonstrate gene flow from the hooded pitohui (Pitohui dichrous) into the southern variable pitohui (Pitohui uropygialis), consistent with shared patterns of aposematic coloration. The vicinity of putatively introgressed loci is significantly enriched for genes that are important in melanin pigment expression and toxin resistance, suggesting that gene flow may have been instrumental in the sharing of plumage patterns and toxicity. These results indicate that interspecies gene flow may be a more general mechanism in generating mimicry rings than hitherto appreciated.
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Affiliation(s)
- Kritika M Garg
- Department of Biological Sciences, National University of Singapore
| | - Katerina Sam
- Biology Centre of Czech Academy of Sciences, Institute of Entomology, Ceske Budejovice, Czech Republic.,Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic
| | | | | | - Bonny Koane
- The New Guinea Binatang Research Centre, Madang, Papua New Guinea
| | - Per G P Ericson
- Department of Zoology, Swedish Museum of Natural History, Stockholm, Sweden
| | - Frank E Rheindt
- Department of Biological Sciences, National University of Singapore
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23
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Preite V, Sailer C, Syllwasschy L, Bray S, Ahmadi H, Krämer U, Yant L. Convergent evolution in Arabidopsis halleri and Arabidopsis arenosa on calamine metalliferous soils. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180243. [PMID: 31154972 PMCID: PMC6560266 DOI: 10.1098/rstb.2018.0243] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/25/2019] [Indexed: 01/09/2023] Open
Abstract
It is a plausible hypothesis that parallel adaptation events to the same environmental challenge should result in genetic changes of similar or identical effects, depending on the underlying fitness landscapes. However, systematic testing of this is scarce. Here we examine this hypothesis in two closely related plant species, Arabidopsis halleri and Arabidopsis arenosa, which co-occur at two calamine metalliferous (M) sites harbouring toxic levels of the heavy metals zinc and cadmium. We conduct individual genome resequencing alongside soil elemental analysis for 64 plants from eight populations on M and non-metalliferous (NM) soils, and identify genomic footprints of selection and local adaptation. Selective sweep and environmental association analyses indicate a modest degree of gene as well as functional network convergence, whereby the proximal molecular factors mediating this convergence mostly differ between site pairs and species. Notably, we observe repeated selection on identical single nucleotide polymorphisms in several A. halleri genes at two independently colonized M sites. Our data suggest that species-specific metal handling and other biological features could explain a low degree of convergence between species. The parallel establishment of plant populations on calamine M soils involves convergent evolution, which will probably be more pervasive across sites purposely chosen for maximal similarity in soil composition. This article is part of the theme issue 'Convergent evolution in the genomics era: new insights and directions'.
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Affiliation(s)
- Veronica Preite
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum, 44801 Bochum, Germany
| | - Christian Sailer
- Cell and Developmental Biology, John Innes Centre, Norwich NR4 7UH, UK
| | - Lara Syllwasschy
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum, 44801 Bochum, Germany
| | - Sian Bray
- Cell and Developmental Biology, John Innes Centre, Norwich NR4 7UH, UK
| | - Hassan Ahmadi
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum, 44801 Bochum, Germany
| | - Ute Krämer
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum, 44801 Bochum, Germany
| | - Levi Yant
- Cell and Developmental Biology, John Innes Centre, Norwich NR4 7UH, UK
- School of Life Sciences, University of Nottingham, Nottingham NG7 2RD, UK
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24
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Preite V, Sailer C, Syllwasschy L, Bray S, Ahmadi H, Krämer U, Yant L. Convergent evolution in Arabidopsis halleri and Arabidopsis arenosa on calamine metalliferous soils. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180243. [PMID: 31154972 DOI: 10.5061/dryad.jg30j4v] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023] Open
Abstract
It is a plausible hypothesis that parallel adaptation events to the same environmental challenge should result in genetic changes of similar or identical effects, depending on the underlying fitness landscapes. However, systematic testing of this is scarce. Here we examine this hypothesis in two closely related plant species, Arabidopsis halleri and Arabidopsis arenosa, which co-occur at two calamine metalliferous (M) sites harbouring toxic levels of the heavy metals zinc and cadmium. We conduct individual genome resequencing alongside soil elemental analysis for 64 plants from eight populations on M and non-metalliferous (NM) soils, and identify genomic footprints of selection and local adaptation. Selective sweep and environmental association analyses indicate a modest degree of gene as well as functional network convergence, whereby the proximal molecular factors mediating this convergence mostly differ between site pairs and species. Notably, we observe repeated selection on identical single nucleotide polymorphisms in several A. halleri genes at two independently colonized M sites. Our data suggest that species-specific metal handling and other biological features could explain a low degree of convergence between species. The parallel establishment of plant populations on calamine M soils involves convergent evolution, which will probably be more pervasive across sites purposely chosen for maximal similarity in soil composition. This article is part of the theme issue 'Convergent evolution in the genomics era: new insights and directions'.
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Affiliation(s)
- Veronica Preite
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Christian Sailer
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
| | - Lara Syllwasschy
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Sian Bray
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
| | - Hassan Ahmadi
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Ute Krämer
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Levi Yant
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
- 3 School of Life Sciences, University of Nottingham , Nottingham NG7 2RD , UK
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25
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Preite V, Sailer C, Syllwasschy L, Bray S, Ahmadi H, Krämer U, Yant L. Convergent evolution in Arabidopsis halleri and Arabidopsis arenosa on calamine metalliferous soils. Philos Trans R Soc Lond B Biol Sci 2019. [PMID: 31154972 DOI: 10.1101/459362] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023] Open
Abstract
It is a plausible hypothesis that parallel adaptation events to the same environmental challenge should result in genetic changes of similar or identical effects, depending on the underlying fitness landscapes. However, systematic testing of this is scarce. Here we examine this hypothesis in two closely related plant species, Arabidopsis halleri and Arabidopsis arenosa, which co-occur at two calamine metalliferous (M) sites harbouring toxic levels of the heavy metals zinc and cadmium. We conduct individual genome resequencing alongside soil elemental analysis for 64 plants from eight populations on M and non-metalliferous (NM) soils, and identify genomic footprints of selection and local adaptation. Selective sweep and environmental association analyses indicate a modest degree of gene as well as functional network convergence, whereby the proximal molecular factors mediating this convergence mostly differ between site pairs and species. Notably, we observe repeated selection on identical single nucleotide polymorphisms in several A. halleri genes at two independently colonized M sites. Our data suggest that species-specific metal handling and other biological features could explain a low degree of convergence between species. The parallel establishment of plant populations on calamine M soils involves convergent evolution, which will probably be more pervasive across sites purposely chosen for maximal similarity in soil composition. This article is part of the theme issue 'Convergent evolution in the genomics era: new insights and directions'.
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Affiliation(s)
- Veronica Preite
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Christian Sailer
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
| | - Lara Syllwasschy
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Sian Bray
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
| | - Hassan Ahmadi
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Ute Krämer
- 1 Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr University Bochum , 44801 Bochum , Germany
| | - Levi Yant
- 2 Cell and Developmental Biology, John Innes Centre , Norwich NR4 7UH , UK
- 3 School of Life Sciences, University of Nottingham , Nottingham NG7 2RD , UK
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26
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Ma Y, Wang J, Hu Q, Li J, Sun Y, Zhang L, Abbott RJ, Liu J, Mao K. Ancient introgression drives adaptation to cooler and drier mountain habitats in a cypress species complex. Commun Biol 2019; 2:213. [PMID: 31240251 PMCID: PMC6581913 DOI: 10.1038/s42003-019-0445-z] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 04/29/2019] [Indexed: 11/11/2022] Open
Abstract
Introgression may act as an important source of new genetic variation to facilitate the adaptation of organisms to new environments, yet how introgression might enable tree species to adapt to higher latitudes and elevations remains unclear. Applying whole-transcriptome sequencing and population genetic analyses, we present an example of ancient introgression from a cypress species (Cupressus gigantea) that occurs at higher latitude and elevation on the Qinghai-Tibet Plateau into a related species (C. duclouxiana), which has likely aided the latter species to extend its range by colonizing cooler and drier mountain habitats during postglacial periods. We show that 16 introgressed candidate adaptive loci could have played pivotal roles in response to diverse stresses experienced in a high-elevation environment. Our findings provide new insights into the evolutionary history of Qinghai-Tibet Plateau plants and the importance of introgression in the adaptation of species to climate change.
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Affiliation(s)
- Yazhen Ma
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Ji Wang
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Quanjun Hu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Jialiang Li
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Yongshuai Sun
- Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, 666303 Mengla, P. R. China
| | - Lei Zhang
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Richard J. Abbott
- School of Biology, Mitchell Building, University of St Andrews, St Andrews, Fife, KY16 9TH UK
| | - Jianquan Liu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
| | - Kangshan Mao
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065 Chengdu, Sichuan P. R. China
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27
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He F, Pasam R, Shi F, Kant S, Keeble-Gagnere G, Kay P, Forrest K, Fritz A, Hucl P, Wiebe K, Knox R, Cuthbert R, Pozniak C, Akhunova A, Morrell PL, Davies JP, Webb SR, Spangenberg G, Hayes B, Daetwyler H, Tibbits J, Hayden M, Akhunov E. Exome sequencing highlights the role of wild-relative introgression in shaping the adaptive landscape of the wheat genome. Nat Genet 2019; 51:896-904. [PMID: 31043759 DOI: 10.1038/s41588-019-0382-2] [Citation(s) in RCA: 153] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 02/26/2019] [Indexed: 11/09/2022]
Abstract
Introgression is a potential source of beneficial genetic diversity. The contribution of introgression to adaptive evolution and improvement of wheat as it was disseminated worldwide remains unknown. We used targeted re-sequencing of 890 diverse accessions of hexaploid and tetraploid wheat to identify wild-relative introgression. Introgression, and selection for improvement and environmental adaptation, each reduced deleterious allele burden. Introgression increased diversity genome wide and in regions harboring major agronomic genes, and contributed alleles explaining a substantial proportion of phenotypic variation. These results suggest that historic gene flow from wild relatives made a substantial contribution to the adaptive diversity of modern bread wheat.
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Affiliation(s)
- Fei He
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA
| | - Raj Pasam
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia
| | - Fan Shi
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia
| | - Surya Kant
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia
| | | | - Pippa Kay
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia
| | - Kerrie Forrest
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia
| | - Allan Fritz
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Pierre Hucl
- Crop Development Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Krystalee Wiebe
- Crop Development Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Ron Knox
- Swift Current Research and Development Centre, Swift Current, Saskatchewan, Canada
| | - Richard Cuthbert
- Swift Current Research and Development Centre, Swift Current, Saskatchewan, Canada
| | - Curtis Pozniak
- Crop Development Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Alina Akhunova
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA.,Integrated Genomics Facility, Kansas State University, Manhattan, KS, USA
| | - Peter L Morrell
- Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, USA
| | - John P Davies
- Corteva Agriscience, Agriculture Division of DowDuPont, Indianapolis, IN, USA
| | - Steve R Webb
- Corteva Agriscience, Agriculture Division of DowDuPont, Indianapolis, IN, USA
| | - German Spangenberg
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia.,School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, Australia
| | - Ben Hayes
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia.,Queensland Alliance for Agriculture and Food Innovation, Centre for Animal Science, University of Queensland, St Lucia, Queensland, Australia
| | - Hans Daetwyler
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia.,School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, Australia
| | - Josquin Tibbits
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia.,School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, Australia
| | - Matthew Hayden
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria, Australia. .,School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, Australia.
| | - Eduard Akhunov
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA.
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28
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Liu L, Bosse M, Megens HJ, Frantz LAF, Lee YL, Irving-Pease EK, Narayan G, Groenen MAM, Madsen O. Genomic analysis on pygmy hog reveals extensive interbreeding during wild boar expansion. Nat Commun 2019; 10:1992. [PMID: 31040280 PMCID: PMC6491599 DOI: 10.1038/s41467-019-10017-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 04/15/2019] [Indexed: 12/24/2022] Open
Abstract
Wild boar (Sus scrofa) drastically colonized mainland Eurasia and North Africa, most likely from East Asia during the Plio-Pleistocene (2–1Mya). In recent studies, based on genome-wide information, it was hypothesized that wild boar did not replace the species it encountered, but instead exchanged genetic materials with them through admixture. The highly endangered pygmy hog (Porcula salvania) is the only suid species in mainland Eurasia known to have outlived this expansion, and therefore provides a unique opportunity to test this hybridization hypothesis. Analyses of pygmy hog genomes indicate that despite large phylogenetic divergence (~2 My), wild boar and pygmy hog did indeed interbreed as the former expanded across Eurasia. In addition, we also assess the taxonomic placement of the donor of another introgression, pertaining to a now-extinct species with a deep phylogenetic placement in the Suidae tree. Altogether, our analyses indicate that the rapid spread of wild boar was facilitated by inter-specific/inter-generic admixtures. The pygmy hog (Porcula salvania), now highly endangered and restricted in a small region at the southern foothills of the Himalaya, is the only suid species in mainland Eurasia that outlived the expansion of wild boar (Sus scrofa). Here, the authors analyze genomes of pygmy hog and related suid species, and identify signals of introgression among these species.
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Affiliation(s)
- Langqing Liu
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands.
| | - Mirte Bosse
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands
| | - Hendrik-Jan Megens
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands
| | - Laurent A F Frantz
- School of Biological and Chemical Sciences, Queen Mary University of London, E1 4NS, London, United Kingdom.,Palaeogenomics and Bioarcheology Research Network, Research Laboratory for Archeology and History of Art, University of Oxford, Oxford, OX1 3QY, United Kingdom
| | - Young-Lim Lee
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands
| | - Evan K Irving-Pease
- Palaeogenomics and Bioarcheology Research Network, Research Laboratory for Archeology and History of Art, University of Oxford, Oxford, OX1 3QY, United Kingdom
| | - Goutam Narayan
- Durrell Wildlife Conservation Trust, Les Augrès Manor, Jersey, JE3 5BP, Channel Islands, United Kingdom.,Pygmy Hog Conservation Programme, EcoSystems-India, Indira Nagar, Basistha, Guwahati, Assam, 781029, India
| | - Martien A M Groenen
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands
| | - Ole Madsen
- Animal Breeding and Genomics, Wageningen University & Research, 6708PB, Wageningen, the Netherlands.
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29
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Pfeifer B, Kapan DD. Estimates of introgression as a function of pairwise distances. BMC Bioinformatics 2019; 20:207. [PMID: 31014244 PMCID: PMC6480520 DOI: 10.1186/s12859-019-2747-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 03/18/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Research over the last 10 years highlights the increasing importance of hybridization between species as a major force structuring the evolution of genomes and potentially providing raw material for adaptation by natural and/or sexual selection. Fueled by research in a few model systems where phenotypic hybrids are easily identified, research into hybridization and introgression (the flow of genes between species) has exploded with the advent of whole-genome sequencing and emerging methods to detect the signature of hybridization at the whole-genome or chromosome level. Amongst these are a general class of methods that utilize patterns of single-nucleotide polymorphisms (SNPs) across a tree as markers of hybridization. These methods have been applied to a variety of genomic systems ranging from butterflies to Neanderthals to detect introgression, however, when employed at a fine genomic scale these methods do not perform well to quantify introgression in small sample windows. RESULTS We introduce a novel method to detect introgression by combining two widely used statistics: pairwise nucleotide diversity dxy and Patterson's D. The resulting statistic, the distance fraction (df), accounts for genetic distance across possible topologies and is designed to simultaneously detect and quantify introgression. We also relate our new method to the recently published fd and incorporate these statistics into the powerful genomics R-package PopGenome, freely available on GitHub (pievos101/PopGenome) and the Comprehensive R Archive Network (CRAN). The supplemental material contains a wide range of simulation studies and a detailed manual how to perform the statistics within the PopGenome framework. CONCLUSION We present a new distance based statistic df that avoids the pitfalls of Patterson's D when applied to small genomic regions and accurately quantifies the fraction of introgression (f) for a wide range of simulation scenarios.
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Affiliation(s)
- Bastian Pfeifer
- Institute for Medical Informatics, Statistics and Documentation, Medical University, Graz, Austria
| | - Durrell D. Kapan
- Department of Entomology and Center for Comparative Genomics, Institute for Biodiversity Science and Sustainability, California Academy of Sciences, 55 Music Concourse Dr., San Francisco, USA
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30
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Pfeifer B, Kapan DD. Estimates of introgression as a function of pairwise distances. BMC Bioinformatics 2019; 20:207. [PMID: 31014244 DOI: 10.1101/154377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 03/18/2019] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Research over the last 10 years highlights the increasing importance of hybridization between species as a major force structuring the evolution of genomes and potentially providing raw material for adaptation by natural and/or sexual selection. Fueled by research in a few model systems where phenotypic hybrids are easily identified, research into hybridization and introgression (the flow of genes between species) has exploded with the advent of whole-genome sequencing and emerging methods to detect the signature of hybridization at the whole-genome or chromosome level. Amongst these are a general class of methods that utilize patterns of single-nucleotide polymorphisms (SNPs) across a tree as markers of hybridization. These methods have been applied to a variety of genomic systems ranging from butterflies to Neanderthals to detect introgression, however, when employed at a fine genomic scale these methods do not perform well to quantify introgression in small sample windows. RESULTS We introduce a novel method to detect introgression by combining two widely used statistics: pairwise nucleotide diversity dxy and Patterson's D. The resulting statistic, the distance fraction (df), accounts for genetic distance across possible topologies and is designed to simultaneously detect and quantify introgression. We also relate our new method to the recently published fd and incorporate these statistics into the powerful genomics R-package PopGenome, freely available on GitHub (pievos101/PopGenome) and the Comprehensive R Archive Network (CRAN). The supplemental material contains a wide range of simulation studies and a detailed manual how to perform the statistics within the PopGenome framework. CONCLUSION We present a new distance based statistic df that avoids the pitfalls of Patterson's D when applied to small genomic regions and accurately quantifies the fraction of introgression (f) for a wide range of simulation scenarios.
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Affiliation(s)
- Bastian Pfeifer
- Institute for Medical Informatics, Statistics and Documentation, Medical University, Graz, Austria
| | - Durrell D Kapan
- Department of Entomology and Center for Comparative Genomics, Institute for Biodiversity Science and Sustainability, California Academy of Sciences, 55 Music Concourse Dr., San Francisco, USA.
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31
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Westergaard KB, Zemp N, Bruederle LP, Stenøien HK, Widmer A, Fior S. Population genomic evidence for plant glacial survival in Scandinavia. Mol Ecol 2019; 28:818-832. [DOI: 10.1111/mec.14994] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 12/10/2018] [Accepted: 12/10/2018] [Indexed: 12/17/2022]
Affiliation(s)
| | - Niklaus Zemp
- Genetic Diversity Centre (GDC); ETH Zurich; Zurich Switzerland
| | - Leo P. Bruederle
- Department of Integrative Biology; University of Colorado Denver; Denver Colorado
| | - Hans K. Stenøien
- NTNU University Museum; Norwegian University of Science and Technology; Trondheim Norway
| | - Alex Widmer
- ETH Zurich; Institute of Integrative Biology; Zurich Switzerland
| | - Simone Fior
- ETH Zurich; Institute of Integrative Biology; Zurich Switzerland
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32
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Westerman EL, VanKuren NW, Massardo D, Tenger-Trolander A, Zhang W, Hill RI, Perry M, Bayala E, Barr K, Chamberlain N, Douglas TE, Buerkle N, Palmer SE, Kronforst MR. Aristaless Controls Butterfly Wing Color Variation Used in Mimicry and Mate Choice. Curr Biol 2018; 28:3469-3474.e4. [PMID: 30415702 PMCID: PMC6234856 DOI: 10.1016/j.cub.2018.08.051] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 07/24/2018] [Accepted: 08/22/2018] [Indexed: 12/30/2022]
Abstract
Neotropical Heliconius butterflies display a diversity of warningly colored wing patterns, which serve roles in both Müllerian mimicry and mate choice behavior. Wing pattern diversity in Heliconius is controlled by a small number of unlinked, Mendelian "switch" loci [1]. One of these, termed the K locus, switches between yellow and white color patterns, important mimicry signals as well as mating cues [2-4]. Furthermore, mate preference behavior is tightly linked to this locus [4]. K controls the distribution of white versus yellow scales on the wing, with a dominant white allele and a recessive yellow allele. Here, we combine fine-scale genetic mapping, genome-wide association studies, gene expression analyses, population and comparative genomics, and genome editing with CRISPR/Cas9 to characterize the molecular basis of the K locus in Heliconius and to infer its evolutionary history. We show that white versus yellow color variation in Heliconius cydno is due to alternate haplotypes at a putative cis-regulatory element (CRE) downstream of a tandem duplication of the homeodomain transcription factor aristaless. Aristaless1 (al1) and aristaless2 (al2) are differentially regulated between white and yellow wings throughout development with elevated expression of al1 in developing white wings, suggesting a role in repressing pigmentation. Consistent with this, knockout of al1 causes white wings to become yellow. The evolution of wing color in this group has been marked by retention of the ancestral yellow color in many lineages, a single origin of white coloration in H. cydno, and subsequent introgression of white color from H. cydno into H. melpomene.
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Affiliation(s)
- Erica L Westerman
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA; Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Nicholas W VanKuren
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA
| | - Darli Massardo
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA
| | | | - Wei Zhang
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA; State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, and Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Ryan I Hill
- Department of Biological Sciences, University of the Pacific, Stockton, CA 95211, USA
| | - Michael Perry
- Department of Biology, New York University, New York, NY 10003, USA
| | - Erick Bayala
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA
| | - Kenneth Barr
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA; Department of Medicine, Section of Genetic Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Nicola Chamberlain
- FAS Center for Systems Biology, Harvard University, Cambridge, MA 02138, USA
| | - Tracy E Douglas
- Department of BioSciences, Rice University, Houston, TX 77251, USA
| | - Nathan Buerkle
- Department of Organismal Biology & Anatomy, University of Chicago, Chicago, IL 60637, USA
| | - Stephanie E Palmer
- Department of Organismal Biology & Anatomy, University of Chicago, Chicago, IL 60637, USA
| | - Marcus R Kronforst
- Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637, USA.
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33
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Huang YC, Dang VD, Chang NC, Wang J. Multiple large inversions and breakpoint rewiring of gene expression in the evolution of the fire ant social supergene. Proc Biol Sci 2018; 285:20180221. [PMID: 29769360 PMCID: PMC5966598 DOI: 10.1098/rspb.2018.0221] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 04/16/2018] [Indexed: 12/16/2022] Open
Abstract
Supergenes consist of co-adapted loci that segregate together and are associated with adaptive traits. In the fire ant Solenopsis invicta, two 'social' supergene variants regulate differences in colony queen number and other traits. Suppressed recombination in this system is maintained, in part, by a greater than 9 Mb inversion, but the supergene is larger. Has the supergene in S. invicta undergone multiple large inversions? The initial gene content of the inverted allele of a supergene would be the same as that of the wild-type allele. So, how did the inversion increase in frequency? To address these questions, we cloned one extreme breakpoint in the fire ant supergene. In doing so, we found a second large (greater than 800 Kb) rearrangement. Furthermore, we determined the temporal order of the two big inversions based on the translocation pattern of a third small fragment. Because the S. invicta supergene lacks evolutionary strata, our finding of multiple inversions may support an introgression model of the supergene. Finally, we showed that one of the inversions swapped the promoter of a breakpoint-adjacent gene, which might have conferred a selective advantage relative to the non-inverted allele. Our findings provide a rare example of gene alterations arising directly from an inversion event.
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Affiliation(s)
- Yu-Ching Huang
- Biodiversity Research Center, Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, Republic of China
| | - Viet Dai Dang
- Biodiversity Research Center, Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, Republic of China
- Biodiversity Taiwan International Graduate Program, Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, Republic of China
- Department of Life Science, National Taiwan Normal University, Taipei, Taiwan, Republic of China
- Department of Zoology, Southern Institute of Ecology, Hochiminh, Vietnam
| | - Ni-Chen Chang
- Biodiversity Research Center, Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, Republic of China
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - John Wang
- Biodiversity Research Center, Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, Republic of China
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34
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Schirrmann MK, Zoller S, Croll D, Stukenbrock EH, Leuchtmann A, Fior S. Genomewide signatures of selection in Epichloë reveal candidate genes for host specialization. Mol Ecol 2018; 27:3070-3086. [PMID: 29633410 DOI: 10.1111/mec.14585] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 02/21/2018] [Accepted: 02/23/2018] [Indexed: 12/31/2022]
Abstract
Host specialization is a key process in ecological divergence and speciation of plant-associated fungi. The underlying determinants of host specialization are generally poorly understood, especially in endophytes, which constitute one of the most abundant components of the plant microbiome. We addressed the genetic basis of host specialization in two sympatric subspecies of grass-endophytic fungi from the Epichloë typhina complex: subsp. typhina and clarkii. The life cycle of these fungi entails unrestricted dispersal of gametes and sexual reproduction before infection of a new host, implying that the host imposes a selective barrier on viability of the progeny. We aimed to detect genes under divergent selection between subspecies, experiencing restricted gene flow due to adaptation to different hosts. Using pooled whole-genome sequencing data, we combined FST and DXY population statistics in genome scans and detected 57 outlier genes showing strong differentiation between the two subspecies. Genomewide analyses of nucleotide diversity (π), Tajima's D and dN/dS ratios indicated that these genes have evolved under positive selection. Genes encoding secreted proteins were enriched among the genes showing evidence of positive selection, suggesting that molecular plant-fungus interactions are strong drivers of endophyte divergence. We focused on five genes encoding secreted proteins, which were further sequenced in 28 additional isolates collected across Europe to assess genetic variation in a larger sample size. Signature of positive selection in these isolates and putative identification of pathogenic function supports our findings that these genes represent strong candidates for host specialization determinants in Epichloë endophytes. Our results highlight the role of secreted proteins as key determinants of host specialization.
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Affiliation(s)
- Melanie K Schirrmann
- Institute of Integrative Biology (IBZ), ETH Zürich, Zürich, Switzerland.,Research Group Molecular Diagnostics, Genomics and Bioinformatics, Agroscope, Wädenswil, Switzerland
| | - Stefan Zoller
- Genetic Diversity Centre (GDC), ETH Zürich, Zürich, Switzerland
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Eva H Stukenbrock
- Environmental Genomics, Christian-Albrechts University of Kiel, Kiel, Germany.,Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Adrian Leuchtmann
- Institute of Integrative Biology (IBZ), ETH Zürich, Zürich, Switzerland
| | - Simone Fior
- Institute of Integrative Biology (IBZ), ETH Zürich, Zürich, Switzerland
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35
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Leonardi M, Librado P, Der Sarkissian C, Schubert M, Alfarhan AH, Alquraishi SA, Al-Rasheid KAS, Gamba C, Willerslev E, Orlando L. Evolutionary Patterns and Processes: Lessons from Ancient DNA. Syst Biol 2018; 66:e1-e29. [PMID: 28173586 PMCID: PMC5410953 DOI: 10.1093/sysbio/syw059] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2016] [Revised: 06/04/2016] [Accepted: 06/06/2016] [Indexed: 12/02/2022] Open
Abstract
Ever since its emergence in 1984, the field of ancient DNA has struggled to overcome the challenges related to the decay of DNA molecules in the fossil record. With the recent development of high-throughput DNA sequencing technologies and molecular techniques tailored to ultra-damaged templates, it has now come of age, merging together approaches in phylogenomics, population genomics, epigenomics, and metagenomics. Leveraging on complete temporal sample series, ancient DNA provides direct access to the most important dimension in evolution—time, allowing a wealth of fundamental evolutionary processes to be addressed at unprecedented resolution. This review taps into the most recent findings in ancient DNA research to present analyses of ancient genomic and metagenomic data.
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Affiliation(s)
- Michela Leonardi
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark
| | - Pablo Librado
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark
| | - Clio Der Sarkissian
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark
| | - Mikkel Schubert
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark
| | - Ahmed H Alfarhan
- Zoology Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Saleh A Alquraishi
- Zoology Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | | | - Cristina Gamba
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark
| | - Eske Willerslev
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark.,Zoology Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Ludovic Orlando
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark.,Université de Toulouse, University Paul Sabatier (UPS), Laboratoire AMIS, Toulouse, France
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36
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Schmickl R, Marburger S, Bray S, Yant L. Hybrids and horizontal transfer: introgression allows adaptive allele discovery. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:5453-5470. [PMID: 29096001 DOI: 10.1093/jxb/erx297] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Evolution has devised countless remarkable solutions to diverse challenges. Understanding the mechanistic basis of these solutions provides insights into how biological systems can be subtly tweaked without maladaptive consequences. The knowledge gained from illuminating these mechanisms is equally important to our understanding of fundamental evolutionary mechanisms as it is to our hopes of developing truly rational plant breeding and synthetic biology. In particular, modern population genomic approaches are proving very powerful in the detection of candidate alleles for mediating consequential adaptations that can be tested functionally. Especially striking are signals gained from contexts involving genetic transfers between populations, closely related species, or indeed between kingdoms. Here we discuss two major classes of these scenarios, adaptive introgression and horizontal gene flow, illustrating discoveries made across kingdoms.
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Affiliation(s)
- Roswitha Schmickl
- Institute of Botany, The Czech Academy of Sciences, Zámek 1, 252 43 Průhonice, Czech Republic
- Department of Botany, Faculty of Science, Charles University in Prague, Benátská 2, 128 01 Prague, Czech Republic
| | - Sarah Marburger
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
| | - Sian Bray
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
| | - Levi Yant
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
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37
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Zhang D, Song G, Gao B, Cheng Y, Qu Y, Wu S, Shao S, Wu Y, Alström P, Lei F. Genomic differentiation and patterns of gene flow between two long-tailed tit species (Aegithalos). Mol Ecol 2017; 26:6654-6665. [PMID: 29055167 DOI: 10.1111/mec.14383] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Revised: 09/26/2017] [Accepted: 10/01/2017] [Indexed: 11/29/2022]
Abstract
Patterns of heterogeneous genomic differentiation have been well documented between closely related species, with some highly differentiated genomic regions ("genomic differentiation islands") spread throughout the genome. Differential levels of gene flow are proposed to account for this pattern, as genomic differentiation islands are suggested to be resistant to gene flow. Recent studies have also suggested that genomic differentiation islands could be explained by linked selection acting on genomic regions with low recombination rates. Here, we investigate genomic differentiation and gene-flow patterns for autosomes using RAD-seq data between two closely related species of long-tailed tits (Aegithalos bonvaloti and A. fuliginosus) in both allopatric and contact zone populations. The results confirm recent or ongoing gene flow between these two species. However, there is little evidence that the genomic regions that were found to be highly differentiated between the contact zone populations are resistant to gene flow, suggesting that differential levels of gene flow is not the cause of the heterogeneous genomic differentiation. Linked selection may be the cause of genomic differentiation islands between the allopatric populations with no or very limited gene flow, but this could not account for the heterogeneous genomic differentiation between the contact zone populations, which show evidence of recent or ongoing gene flow.
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Affiliation(s)
- Dezhi Zhang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Gang Song
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Bin Gao
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Yalin Cheng
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yanhua Qu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Shaoyuan Wu
- School of Life Sciences, Jiangsu Normal University, Xuzhou, China
| | - Shimiao Shao
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yongjie Wu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,Key Laboratory of Bio-resources and Eco-environment of Ministry of education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, China
| | - Per Alström
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden.,Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Fumin Lei
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
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38
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Zhang W, Westerman E, Nitzany E, Palmer S, Kronforst MR. Tracing the origin and evolution of supergene mimicry in butterflies. Nat Commun 2017; 8:1269. [PMID: 29116078 PMCID: PMC5677128 DOI: 10.1038/s41467-017-01370-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 09/12/2017] [Indexed: 12/30/2022] Open
Abstract
Supergene mimicry is a striking phenomenon but we know little about the evolution of this trait in any species. Here, by studying genomes of butterflies from a recent radiation in which supergene mimicry has been isolated to the gene doublesex, we show that sexually dimorphic mimicry and female-limited polymorphism are evolutionarily related as a result of ancient balancing selection combined with independent origins of similar morphs in different lineages and secondary loss of polymorphism in other lineages. Evolutionary loss of polymorphism appears to have resulted from an interaction between natural selection and genetic drift. Furthermore, molecular evolution of the supergene is dominated not by adaptive protein evolution or balancing selection, but by extensive hitchhiking of linked variants on the mimetic dsx haplotype that occurred at the origin of mimicry. Our results suggest that chance events have played important and possibly opposing roles throughout the history of this classic example of adaptation.
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Affiliation(s)
- Wei Zhang
- Department of Ecology & Evolution, University of Chicago, Chicago, IL, 60637, USA
| | - Erica Westerman
- Department of Ecology & Evolution, University of Chicago, Chicago, IL, 60637, USA
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Eyal Nitzany
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL, 60637, USA
| | - Stephanie Palmer
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL, 60637, USA
| | - Marcus R Kronforst
- Department of Ecology & Evolution, University of Chicago, Chicago, IL, 60637, USA.
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39
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Enciso-Romero J, Pardo-Díaz C, Martin SH, Arias CF, Linares M, McMillan WO, Jiggins CD, Salazar C. Evolution of novel mimicry rings facilitated by adaptive introgression in tropical butterflies. Mol Ecol 2017; 26:5160-5172. [PMID: 28777894 DOI: 10.1111/mec.14277] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 07/25/2017] [Accepted: 07/31/2017] [Indexed: 12/25/2022]
Abstract
Understanding the genetic basis of phenotypic variation and the mechanisms involved in the evolution of adaptive novelty, especially in adaptive radiations, is a major goal in evolutionary biology. Here, we used whole-genome sequence data to investigate the origin of the yellow hindwing bar in the Heliconius cydno radiation. We found modular variation associated with hindwing phenotype in two narrow noncoding regions upstream and downstream of the cortex gene, which was recently identified as a pigmentation pattern controller in multiple species of Heliconius. Genetic variation at each of these modules suggests an independent control of the dorsal and ventral hindwing patterning, with the upstream module associated with the ventral phenotype and the downstream module with the dorsal one. Furthermore, we detected introgression between H. cydno and its closely related species Heliconius melpomene in these modules, likely allowing both species to participate in novel mimicry rings. In sum, our findings support the role of regulatory modularity coupled with adaptive introgression as an elegant mechanism by which novel phenotypic combinations can evolve and fuel an adaptive radiation.
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Affiliation(s)
- Juan Enciso-Romero
- Biology Program, Faculty of Natural Sciences and Mathematics, Universidad del Rosario, Bogotá D.C, Colombia
| | - Carolina Pardo-Díaz
- Biology Program, Faculty of Natural Sciences and Mathematics, Universidad del Rosario, Bogotá D.C, Colombia
| | - Simon H Martin
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Carlos F Arias
- Biology Program, Faculty of Natural Sciences and Mathematics, Universidad del Rosario, Bogotá D.C, Colombia.,Smithsonian Tropical Research Institute, Balboa, Ancon, Panama
| | - Mauricio Linares
- Biology Program, Faculty of Natural Sciences and Mathematics, Universidad del Rosario, Bogotá D.C, Colombia
| | | | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Camilo Salazar
- Biology Program, Faculty of Natural Sciences and Mathematics, Universidad del Rosario, Bogotá D.C, Colombia
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40
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Pracana R, Priyam A, Levantis I, Nichols RA, Wurm Y. The fire ant social chromosome supergene variant Sb shows low diversity but high divergence from SB. Mol Ecol 2017; 26:2864-2879. [PMID: 28220980 PMCID: PMC5485014 DOI: 10.1111/mec.14054] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 01/22/2017] [Accepted: 02/06/2017] [Indexed: 02/01/2023]
Abstract
Variation in social behaviour is common, yet little is known about the genetic architectures underpinning its evolution. A rare exception is in the fire ant Solenopsis invicta: Alternative variants of a supergene region determine whether a colony will have exactly one or up to dozens of queens. The two variants of this region are carried by a pair of 'social chromosomes', SB and Sb, which resemble a pair of sex chromosomes. Recombination is suppressed between the two chromosomes in the supergene region. While the X-like SB can recombine with itself in SB/SB queens, recombination is effectively absent in the Y-like Sb because Sb/Sb queens die before reproducing. Here, we analyse whole-genome sequences of eight haploid SB males and eight haploid Sb males. We find extensive SB-Sb differentiation throughout the >19-Mb-long supergene region. We find no evidence of 'evolutionary strata' with different levels of divergence comparable to those reported in several sex chromosomes. A high proportion of substitutions between the SB and Sb haplotypes are nonsynonymous, suggesting inefficacy of purifying selection in Sb sequences, similar to that for Y-linked sequences in XY systems. Finally, we show that the Sb haplotype of the supergene region has 635-fold less nucleotide diversity than the rest of the genome. We discuss how this reduction could be due to a recent selective sweep affecting Sb specifically or associated with a population bottleneck during the invasion of North America by the sampled population.
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Affiliation(s)
- Rodrigo Pracana
- School of Biological and Chemical SciencesQueen Mary University of LondonMile End RoadLondonE1 4NSUK
| | - Anurag Priyam
- School of Biological and Chemical SciencesQueen Mary University of LondonMile End RoadLondonE1 4NSUK
| | - Ilya Levantis
- School of Biological and Chemical SciencesQueen Mary University of LondonMile End RoadLondonE1 4NSUK
| | - Richard A. Nichols
- School of Biological and Chemical SciencesQueen Mary University of LondonMile End RoadLondonE1 4NSUK
| | - Yannick Wurm
- School of Biological and Chemical SciencesQueen Mary University of LondonMile End RoadLondonE1 4NSUK
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41
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Dunning LT, Lundgren MR, Moreno-Villena JJ, Namaganda M, Edwards EJ, Nosil P, Osborne CP, Christin PA. Introgression and repeated co-option facilitated the recurrent emergence of C 4 photosynthesis among close relatives. Evolution 2017; 71:1541-1555. [PMID: 28395112 PMCID: PMC5488178 DOI: 10.1111/evo.13250] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 04/04/2017] [Indexed: 01/16/2023]
Abstract
The origins of novel traits are often studied using species trees and modeling phenotypes as different states of the same character, an approach that cannot always distinguish multiple origins from fewer origins followed by reversals. We address this issue by studying the origins of C4 photosynthesis, an adaptation to warm and dry conditions, in the grass Alloteropsis. We dissect the C4 trait into its components, and show two independent origins of the C4 phenotype via different anatomical modifications, and the use of distinct sets of genes. Further, inference of enzyme adaptation suggests that one of the two groups encompasses two transitions to a full C4 state from a common ancestor with an intermediate phenotype that had some C4 anatomical and biochemical components. Molecular dating of C4 genes confirms the introgression of two key C4 components between species, while the inheritance of all others matches the species tree. The number of origins consequently varies among C4 components, a scenario that could not have been inferred from analyses of the species tree alone. Our results highlight the power of studying individual components of complex traits to reconstruct trajectories toward novel adaptations.
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Affiliation(s)
- Luke T Dunning
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
| | - Marjorie R Lundgren
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
| | - Jose J Moreno-Villena
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
| | | | - Erika J Edwards
- Department of Ecology and Evolutionary Biology, Brown University, Providence, Rhode Island, 02912
| | - Patrik Nosil
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
| | - Colin P Osborne
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
| | - Pascal-Antoine Christin
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, United Kingdom
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42
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Rendón-Anaya M, Montero-Vargas JM, Saburido-Álvarez S, Vlasova A, Capella-Gutierrez S, Ordaz-Ortiz JJ, Aguilar OM, Vianello-Brondani RP, Santalla M, Delaye L, Gabaldón T, Gepts P, Winkler R, Guigó R, Delgado-Salinas A, Herrera-Estrella A. Genomic history of the origin and domestication of common bean unveils its closest sister species. Genome Biol 2017; 18:60. [PMID: 28356141 PMCID: PMC5370463 DOI: 10.1186/s13059-017-1190-6] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 03/07/2017] [Indexed: 11/19/2022] Open
Abstract
Background Modern civilization depends on only a few plant species for its nourishment. These crops were derived via several thousands of years of human selection that transformed wild ancestors into high-yielding domesticated descendants. Among cultivated plants, common bean (Phaseolus vulgaris L.) is the most important grain legume. Yet, our understanding of the origins and concurrent shaping of the genome of this crop plant is limited. Results We sequenced the genomes of 29 accessions representing 12 Phaseolus species. Single nucleotide polymorphism-based phylogenomic analyses, using both the nuclear and chloroplast genomes, allowed us to detect a speciation event, a finding further supported by metabolite profiling. In addition, we identified ~1200 protein coding genes (PCGs) and ~100 long non-coding RNAs with domestication-associated haplotypes. Finally, we describe asymmetric introgression events occurring among common bean subpopulations in Mesoamerica and across hemispheres. Conclusions We uncover an unpredicted speciation event in the tropical Andes that gave rise to a sibling species, formerly considered the “wild ancestor” of P. vulgaris, which diverged before the split of the Mesoamerican and Andean P. vulgaris gene pools. Further, we identify haplotypes strongly associated with genes underlying the emergence of domestication traits. Our findings also reveal the capacity of a predominantly autogamous plant to outcross and fix loci from different populations, even from distant species, which led to the acquisition by domesticated beans of adaptive traits from wild relatives. The occurrence of such adaptive introgressions should be exploited to accelerate breeding programs in the near future. Electronic supplementary material The online version of this article (doi:10.1186/s13059-017-1190-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Martha Rendón-Anaya
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN (Cinvestav), 36821, Irapuato, Guanajuato, Mexico
| | - Josaphat M Montero-Vargas
- Departamento de Biotecnología y Bioquímica, Unidad Irapuato, Cinvestav, 36821, Irapuato, Guanajuato, Mexico
| | - Soledad Saburido-Álvarez
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN (Cinvestav), 36821, Irapuato, Guanajuato, Mexico
| | - Anna Vlasova
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), Dr. Aiguader 88, 08003, Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, 08003, Barcelona, Spain
| | - Salvador Capella-Gutierrez
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), Dr. Aiguader 88, 08003, Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, 08003, Barcelona, Spain
| | - José Juan Ordaz-Ortiz
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN (Cinvestav), 36821, Irapuato, Guanajuato, Mexico
| | - O Mario Aguilar
- Instituto de Biotecnología y Biología Molecular (IBBM), UNLP-CONICET, 1900, La Plata, Argentina
| | | | - Marta Santalla
- Mision Biológica de Galicia (MBG)-National Spanish Research Council (CSIC), 36080, Pontevedra, Spain
| | - Luis Delaye
- Departamento de Ingeniería Genética, Unidad Irapuato, Cinvestav, Irapuato, Guanajuato, Mexico
| | - Toni Gabaldón
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), Dr. Aiguader 88, 08003, Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, 08003, Barcelona, Spain
| | - Paul Gepts
- Department of Plant Sciences, University of California, Davis, CA, 95616-8780, USA
| | - Robert Winkler
- Departamento de Biotecnología y Bioquímica, Unidad Irapuato, Cinvestav, 36821, Irapuato, Guanajuato, Mexico
| | - Roderic Guigó
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), Dr. Aiguader 88, 08003, Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, 08003, Barcelona, Spain
| | - Alfonso Delgado-Salinas
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico
| | - Alfredo Herrera-Estrella
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN (Cinvestav), 36821, Irapuato, Guanajuato, Mexico.
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Racimo F, Marnetto D, Huerta-Sánchez E. Signatures of Archaic Adaptive Introgression in Present-Day Human Populations. Mol Biol Evol 2017; 34:296-317. [PMID: 27756828 PMCID: PMC5400396 DOI: 10.1093/molbev/msw216] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Comparisons of DNA from archaic and modern humans show that these groups interbred, and in some cases received an evolutionary advantage from doing so. This process-adaptive introgression-may lead to a faster rate of adaptation than is predicted from models with mutation and selection alone. Within the last couple of years, a series of studies have identified regions of the genome that are likely examples of adaptive introgression. In many cases, once a region was ascertained as being introgressed, commonly used statistics based on both haplotype as well as allele frequency information were employed to test for positive selection. Introgression by itself, however, changes both the haplotype structure and the distribution of allele frequencies, thus confounding traditional tests for detecting positive selection. Therefore, patterns generated by introgression alone may lead to false inferences of positive selection. Here we explore models involving both introgression and positive selection to investigate the behavior of various statistics under adaptive introgression. In particular, we find that the number and allelic frequencies of sites that are uniquely shared between archaic humans and specific present-day populations are particularly useful for detecting adaptive introgression. We then examine the 1000 Genomes dataset to characterize the landscape of uniquely shared archaic alleles in human populations. Finally, we identify regions that were likely subject to adaptive introgression and discuss some of the most promising candidate genes located in these regions.
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Affiliation(s)
- Fernando Racimo
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA
| | - Davide Marnetto
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Turin, Italy
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44
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Abstract
Serpentine barrens represent extreme hazards for plant colonists. These sites are characterized by high porosity leading to drought, lack of essential mineral nutrients, and phytotoxic levels of metals. Nevertheless, nature forged populations adapted to these challenges. Here, we use a population-based evolutionary genomic approach coupled with elemental profiling to assess how autotetraploid Arabidopsis arenosa adapted to a multichallenge serpentine habitat in the Austrian Alps. We first demonstrate that serpentine-adapted plants exhibit dramatically altered elemental accumulation levels in common conditions, and then resequence 24 autotetraploid individuals from three populations to perform a genome scan. We find evidence for highly localized selective sweeps that point to a polygenic, multitrait basis for serpentine adaptation. Comparing our results to a previous study of independent serpentine colonizations in the closely related diploid Arabidopsis lyrata in the United Kingdom and United States, we find the highest levels of differentiation in 11 of the same loci, providing candidate alleles for mediating convergent evolution. This overlap between independent colonizations in different species suggests that a limited number of evolutionary strategies are suited to overcome the multiple challenges of serpentine adaptation. Interestingly, we detect footprints of selection in A. arenosa in the context of substantial gene flow from nearby off-serpentine populations of A. arenosa, as well as from A. lyrata In several cases, quantitative tests of introgression indicate that some alleles exhibiting strong selective sweep signatures appear to have been introgressed from A. lyrata This finding suggests that migrant alleles may have facilitated adaptation of A. arenosa to this multihazard environment.
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45
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Zhang W, Dasmahapatra KK, Mallet J, Moreira GRP, Kronforst MR. Genome-wide introgression among distantly related Heliconius butterfly species. Genome Biol 2016; 17:25. [PMID: 26921238 PMCID: PMC4769579 DOI: 10.1186/s13059-016-0889-0] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 01/28/2016] [Indexed: 12/30/2022] Open
Abstract
Background Although hybridization is thought to be relatively rare in animals, the raw genetic material introduced via introgression may play an important role in fueling adaptation and adaptive radiation. The butterfly genus Heliconius is an excellent system to study hybridization and introgression but most studies have focused on closely related species such as H. cydno and H. melpomene. Here we characterize genome-wide patterns of introgression between H. besckei, the only species with a red and yellow banded ‘postman’ wing pattern in the tiger-striped silvaniform clade, and co-mimetic H. melpomene nanna. Results We find a pronounced signature of putative introgression from H. melpomene into H. besckei in the genomic region upstream of the gene optix, known to control red wing patterning, suggesting adaptive introgression of wing pattern mimicry between these two distantly related species. At least 39 additional genomic regions show signals of introgression as strong or stronger than this mimicry locus. Gene flow has been on-going, with evidence of gene exchange at multiple time points, and bidirectional, moving from the melpomene to the silvaniform clade and vice versa. The history of gene exchange has also been complex, with contributions from multiple silvaniform species in addition to H. besckei. We also detect a signature of ancient introgression of the entire Z chromosome between the silvaniform and melpomene/cydno clades. Conclusions Our study provides a genome-wide portrait of introgression between distantly related butterfly species. We further propose a comprehensive and efficient workflow for gene flow identification in genomic data sets. Electronic supplementary material The online version of this article (doi:10.1186/s13059-016-0889-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Wei Zhang
- Department of Ecology & Evolution, University of Chicago, Chicago, IL, 60637, USA.
| | | | - James Mallet
- Department of Organismic & Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA
| | - Gilson R P Moreira
- Departamento de Zoologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, 91501-970, Brazil
| | - Marcus R Kronforst
- Department of Ecology & Evolution, University of Chicago, Chicago, IL, 60637, USA.
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46
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The functional basis of wing patterning in Heliconius butterflies: the molecules behind mimicry. Genetics 2016; 200:1-19. [PMID: 25953905 DOI: 10.1534/genetics.114.172387] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Wing-pattern mimicry in butterflies has provided an important example of adaptation since Charles Darwin and Alfred Russell Wallace proposed evolution by natural selection >150 years ago. The neotropical butterfly genus Heliconius played a central role in the development of mimicry theory and has since been studied extensively in the context of ecology and population biology, behavior, and mimicry genetics. Heliconius species are notable for their diverse color patterns, and previous crossing experiments revealed that much of this variation is controlled by a small number of large-effect, Mendelian switch loci. Recent comparative analyses have shown that the same switch loci control wing-pattern diversity throughout the genus, and a number of these have now been positionally cloned. Using a combination of comparative genetic mapping, association tests, and gene expression analyses, variation in red wing patterning throughout Heliconius has been traced back to the action of the transcription factor optix. Similarly, the signaling ligand WntA has been shown to control variation in melanin patterning across Heliconius and other butterflies. Our understanding of the molecular basis of Heliconius mimicry is now providing important insights into a variety of additional evolutionary phenomena, including the origin of supergenes, the interplay between constraint and evolvability, the genetic basis of convergence, the potential for introgression to facilitate adaptation, the mechanisms of hybrid speciation in animals, and the process of ecological speciation.
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47
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Palmer DH, Kronforst MR. Divergence and gene flow among Darwin's finches: A genome-wide view of adaptive radiation driven by interspecies allele sharing. Bioessays 2015; 37:968-74. [PMID: 26200327 PMCID: PMC4659394 DOI: 10.1002/bies.201500047] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
A recent analysis of the genomes of Darwin's finches revealed extensive interspecies allele sharing throughout the history of the radiation and identified a key locus responsible for morphological evolution in this group. The radiation of Darwin's finches on the Galápagos archipelago has long been regarded as an iconic study system for field ecology and evolutionary biology. Coupled with an extensive history of field work, these latest findings affirm the increasing acceptance of introgressive hybridization, or gene flow between species, as a significant contributor to adaptive evolution. Here, we review and discuss these findings in relation to both classical work on Darwin's finches and contemporary work showing similar evolutionary signatures in other biological systems. The continued unification of genomic data with field biology promises to further elucidate the molecular basis of adaptation in Darwin's finches and well beyond.
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Affiliation(s)
- Daniela H. Palmer
- Committee on Evolutionary Biology, University of Chicago, Chicago, IL
| | - Marcus R. Kronforst
- Committee on Evolutionary Biology, University of Chicago, Chicago, IL
- Department of Ecology & Evolution, University of Chicago, Chicago, IL
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48
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Fijarczyk A, Babik W. Detecting balancing selection in genomes: limits and prospects. Mol Ecol 2015; 24:3529-45. [DOI: 10.1111/mec.13226] [Citation(s) in RCA: 144] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 04/27/2015] [Accepted: 04/30/2015] [Indexed: 12/17/2022]
Affiliation(s)
- Anna Fijarczyk
- Institute of Environmental Sciences; Jagiellonian University; Gronostajowa 7 30-387 Kraków Poland
| | - Wiesław Babik
- Institute of Environmental Sciences; Jagiellonian University; Gronostajowa 7 30-387 Kraków Poland
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49
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Ebel ER, DaCosta JM, Sorenson MD, Hill RI, Briscoe AD, Willmott KR, Mullen SP. Rapid diversification associated with ecological specialization in NeotropicalAdelphabutterflies. Mol Ecol 2015; 24:2392-405. [DOI: 10.1111/mec.13168] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Revised: 03/17/2015] [Accepted: 03/18/2015] [Indexed: 01/15/2023]
Affiliation(s)
- Emily R. Ebel
- Department of Biology; Boston University; Boston MA 02215 USA
| | | | | | - Ryan I. Hill
- Department of Biological Sciences; University of the Pacific; Stockton CA 95211 USA
| | - Adriana D. Briscoe
- Department of Ecology and Evolutionary Biology; University of California; Irvine CA 92697 USA
| | - Keith R. Willmott
- McGuire Center for Lepidoptera and Biodiversity; Florida Museum of Natural History; University of Florida; Gainesville FL 32611 USA
| | - Sean P. Mullen
- Department of Biology; Boston University; Boston MA 02215 USA
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50
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Pease JB, Hahn MW. Detection and Polarization of Introgression in a Five-Taxon Phylogeny. Syst Biol 2015; 64:651-62. [PMID: 25888025 DOI: 10.1093/sysbio/syv023] [Citation(s) in RCA: 153] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 04/10/2015] [Indexed: 12/22/2022] Open
Abstract
When multiple speciation events occur rapidly in succession, discordant genealogies due to incomplete lineage sorting (ILS) can complicate the detection of introgression. A variety of methods, including the [Formula: see text]-statistic (a.k.a. the "ABBA-BABA test"), have been proposed to infer introgression in the presence of ILS for a four-taxon clade. However, no integrated method exists to detect introgression using allelic patterns for more complex phylogenies. Here we explore the issues associated with previous systems of applying [Formula: see text]-statistics to a larger tree topology, and propose new [Formula: see text] tests as an integrated framework to infer both the taxa involved in and the direction of introgression for a symmetric five-taxon phylogeny. Using theory and simulations, we show that the [Formula: see text] statistics correctly identify the introgression donor and recipient lineages, even at low rates of introgression. [Formula: see text] is also shown to have extremely low false-positive rates. The [Formula: see text] tests are computationally inexpensive to calculate and can easily be applied to phylogenomic data sets, both genome-wide and in windows of the genome. In addition, we explore both the principles and problems of introgression detection in even more complex phylogenies.
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Affiliation(s)
- James B Pease
- Department of Biology, Indiana University, 1001 E. Third St., Bloomington, IN 47405, USA and School of Informatics and Computing, Indiana University, Bloomington, IN 47405, USA
| | - Matthew W Hahn
- Department of Biology, Indiana University, 1001 E. Third St., Bloomington, IN 47405, USA and School of Informatics and Computing, Indiana University, Bloomington, IN 47405, USA Department of Biology, Indiana University, 1001 E. Third St., Bloomington, IN 47405, USA and School of Informatics and Computing, Indiana University, Bloomington, IN 47405, USA
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