1
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Rueda-M N, Pardo-Diaz C, Montejo-Kovacevich G, McMillan WO, Kozak KM, Arias CF, Ready J, McCarthy S, Durbin R, Jiggins CD, Meier JI, Salazar C. Genomic evidence reveals three W-autosome fusions in Heliconius butterflies. PLoS Genet 2024; 20:e1011318. [PMID: 39024186 PMCID: PMC11257349 DOI: 10.1371/journal.pgen.1011318] [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: 03/27/2023] [Accepted: 05/24/2024] [Indexed: 07/20/2024] Open
Abstract
Sex chromosomes are evolutionarily labile in many animals and sometimes fuse with autosomes, creating so-called neo-sex chromosomes. Fusions between sex chromosomes and autosomes have been proposed to reduce sexual conflict and to promote adaptation and reproductive isolation among species. Recently, advances in genomics have fuelled the discovery of such fusions across the tree of life. Here, we discovered multiple fusions leading to neo-sex chromosomes in the sapho subclade of the classical adaptive radiation of Heliconius butterflies. Heliconius butterflies generally have 21 chromosomes with very high synteny. However, the five Heliconius species in the sapho subclade show large variation in chromosome number ranging from 21 to 60. We find that the W chromosome is fused with chromosome 4 in all of them. Two sister species pairs show subsequent fusions between the W and chromosomes 9 or 14, respectively. These fusions between autosomes and sex chromosomes make Heliconius butterflies an ideal system for studying the role of neo-sex chromosomes in adaptive radiations and the degeneration of sex chromosomes over time. Our findings emphasize the capability of short-read resequencing to detect genomic signatures of fusion events between sex chromosomes and autosomes even when sex chromosomes are not explicitly assembled.
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Affiliation(s)
- Nicol Rueda-M
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, United Kingdom
| | - Carolina Pardo-Diaz
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
| | | | | | - Krzysztof M. Kozak
- Smithsonian Tropical Research Institute, Panama City, Panama
- Museum of Vertebrate Zoology, Berkeley, California, United States of America
| | - Carlos F. Arias
- Smithsonian Tropical Research Institute, Panama City, Panama
- Data Science Lab, Office of the Chief Information Officer, Smithsonian Institution, Washington, Washington DC, United States of America
| | - Jonathan Ready
- Institute for Biological Sciences, Federal University of Pará - UFPA, Belém, Brazil
- Centre for Advanced Studies of Biodiversity - CEABIO, Belém, Brazil
| | - Shane McCarthy
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, United Kingdom
| | - Richard Durbin
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, United Kingdom
- Department of Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Chris D. Jiggins
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - Joana I. Meier
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, United Kingdom
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - Camilo Salazar
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
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2
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Rosser N, Seixas F, Queste LM, Cama B, Mori-Pezo R, Kryvokhyzha D, Nelson M, Waite-Hudson R, Goringe M, Costa M, Elias M, Mendes Eleres de Figueiredo C, Freitas AVL, Joron M, Kozak K, Lamas G, Martins ARP, McMillan WO, Ready J, Rueda-Muñoz N, Salazar C, Salazar P, Schulz S, Shirai LT, Silva-Brandão KL, Mallet J, Dasmahapatra KK. Hybrid speciation driven by multilocus introgression of ecological traits. Nature 2024; 628:811-817. [PMID: 38632397 PMCID: PMC11041799 DOI: 10.1038/s41586-024-07263-w] [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: 09/26/2023] [Accepted: 03/01/2024] [Indexed: 04/19/2024]
Abstract
Hybridization allows adaptations to be shared among lineages and may trigger the evolution of new species1,2. However, convincing examples of homoploid hybrid speciation remain rare because it is challenging to demonstrate that hybridization was crucial in generating reproductive isolation3. Here we combine population genomic analysis with quantitative trait locus mapping of species-specific traits to examine a case of hybrid speciation in Heliconius butterflies. We show that Heliconius elevatus is a hybrid species that is sympatric with both parents and has persisted as an independently evolving lineage for at least 180,000 years. This is despite pervasive and ongoing gene flow with one parent, Heliconius pardalinus, which homogenizes 99% of their genomes. The remaining 1% introgressed from the other parent, Heliconius melpomene, and is scattered widely across the H. elevatus genome in islands of divergence from H. pardalinus. These islands contain multiple traits that are under disruptive selection, including colour pattern, wing shape, host plant preference, sex pheromones and mate choice. Collectively, these traits place H. elevatus on its own adaptive peak and permit coexistence with both parents. Our results show that speciation was driven by introgression of ecological traits, and that speciation with gene flow is possible with a multilocus genetic architecture.
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Affiliation(s)
- Neil Rosser
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA.
- Department of Biology, University of York, York, UK.
| | - Fernando Seixas
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | | | - Bruna Cama
- Department of Biology, University of York, York, UK
| | - Ronald Mori-Pezo
- URKU Estudios Amazónicos, Tarapoto, Perú
- Universidad Nacional Autónoma de Alto Amazona, Yurimaguas, Perú
| | - Dmytro Kryvokhyzha
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
- Department of Clinical Sciences, Lund University Diabetes Centre, Malmö, Sweden
| | | | | | - Matt Goringe
- Department of Biology, University of York, York, UK
| | | | - Marianne Elias
- Institut Systématique, Evolution, Biodiversité, UMR 7205 MNHN-CNRS-EPHE-UPMC Sorbonne Universités, Muséum National d'Histoire Naturelle, Paris, France
- Smithsonian Tropical Research Institute, Panama City, Panama
| | - Clarisse Mendes Eleres de Figueiredo
- Institute for Biological Sciences, Federal University of Pará (UFPA), Belém, Brazil
- Centre for Advanced Studies of Biodiversity (CEABIO), Belém, Brazil
| | - André Victor Lucci Freitas
- Departamento de Biologia Animal and Museu de Diversidade Biológica, Instituto de Biologia, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Mathieu Joron
- Centre d'Ecologie Fonctionnelle et Evolutive, UMR 5175 CNRS, Université de Montpellier-Université Paul Valéry Montpellier-EPHE, Montpellier, France
| | - Krzysztof Kozak
- Smithsonian Tropical Research Institute, Panama City, Panama
| | - Gerardo Lamas
- Museo de Historia Natural, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | | | - W Owen McMillan
- Smithsonian Tropical Research Institute, Panama City, Panama
| | - Jonathan Ready
- Institute for Biological Sciences, Federal University of Pará (UFPA), Belém, Brazil
- Centre for Advanced Studies of Biodiversity (CEABIO), Belém, Brazil
| | - Nicol Rueda-Muñoz
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Camilo Salazar
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Patricio Salazar
- Ecology and Evolutionary Biology, School of Biosciences, University of Sheffield, Sheffield, UK
| | - Stefan Schulz
- Institut für Organische Chemie, Technische Universität Braunschweig, Braunschweig, Germany
| | - Leila T Shirai
- Departamento de Biologia Animal and Museu de Diversidade Biológica, Instituto de Biologia, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Karina L Silva-Brandão
- Leibniz Institute for the Analysis of Biodiversity Change, Museum de Natur Hamburg Zoology, Hamburg, Germany
| | - James Mallet
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA.
| | - Kanchon K Dasmahapatra
- Department of Biology, University of York, York, UK
- Leverhulme Centre for Anthropocene Biodiversity, Department of Biology, University of York, York, UK
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3
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Rossi M, Hausmann AE, Alcami P, Moest M, Roussou R, Van Belleghem SM, Wright DS, Kuo CY, Lozano-Urrego D, Maulana A, Melo-Flórez L, Rueda-Muñoz G, McMahon S, Linares M, Osman C, McMillan WO, Pardo-Diaz C, Salazar C, Merrill RM. Adaptive introgression of a visual preference gene. Science 2024; 383:1368-1373. [PMID: 38513020 PMCID: PMC7616200 DOI: 10.1126/science.adj9201] [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: 07/24/2023] [Accepted: 01/30/2024] [Indexed: 03/23/2024]
Abstract
Visual preferences are important drivers of mate choice and sexual selection, but little is known of how they evolve at the genetic level. In this study, we took advantage of the diversity of bright warning patterns displayed by Heliconius butterflies, which are also used during mate choice. Combining behavioral, population genomic, and expression analyses, we show that two Heliconius species have evolved the same preferences for red patterns by exchanging genetic material through hybridization. Neural expression of regucalcin1 correlates with visual preference across populations, and disruption of regucalcin1 with CRISPR-Cas9 impairs courtship toward conspecific females, providing a direct link between gene and behavior. Our results support a role for hybridization during behavioral evolution and show how visually guided behaviors contributing to adaptation and speciation are encoded within the genome.
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Affiliation(s)
- Matteo Rossi
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | | | - Pepe Alcami
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | - Markus Moest
- Department of Ecology and Research Department for Limnology, Mondsee; University of Innsbruck, Innsbruck, Austria
| | - Rodaria Roussou
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | | | | | - Chi-Yun Kuo
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
- Smithsonian Tropical Research Institute; Gamboa, Panama
| | - Daniela Lozano-Urrego
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
- Faculty of Natural Sciences, Universidad del Rosario; Bogotá, Colombia
| | - Arif Maulana
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | - Lina Melo-Flórez
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
- Faculty of Natural Sciences, Universidad del Rosario; Bogotá, Colombia
| | - Geraldine Rueda-Muñoz
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
- Faculty of Natural Sciences, Universidad del Rosario; Bogotá, Colombia
| | - Saoirse McMahon
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | - Mauricio Linares
- Faculty of Natural Sciences, Universidad del Rosario; Bogotá, Colombia
| | - Christof Osman
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
| | | | | | - Camilo Salazar
- Faculty of Natural Sciences, Universidad del Rosario; Bogotá, Colombia
| | - Richard M. Merrill
- Faculty of Biology, Ludwig Maximilian University; Munich, Germany
- Smithsonian Tropical Research Institute; Gamboa, Panama
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4
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Jin J, Zhan Z, Wei X, Pan Z, Zhao Y, Yu D, Zhang F. Genomic insights into the chromosomal elongation in a family of Collembola. Proc Biol Sci 2024; 291:20232937. [PMID: 38471545 DOI: 10.1098/rspb.2023.2937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 02/12/2024] [Indexed: 03/14/2024] Open
Abstract
Collembola is a highly diverse and abundant group of soil arthropods with chromosome numbers ranging from 5 to 11. Previous karyotype studies indicated that the Tomoceridae family possesses an exceptionally long chromosome. To better understand chromosome size evolution in Collembola, we obtained a chromosome-level genome of Yoshiicerus persimilis with a size of 334.44 Mb and BUSCO completeness of 97.0% (n = 1013). Both genomes of Y. persimilis and Tomocerus qinae (recently published) have an exceptionally large chromosome (ElChr greater than 100 Mb), accounting for nearly one-third of the genome. Comparative genomic analyses suggest that chromosomal elongation occurred independently in the two species approximately 10 million years ago, rather than in the ancestor of the Tomoceridae family. The ElChr elongation was caused by large tandem and segmental duplications, as well as transposon proliferation, with genes in these regions experiencing weaker purifying selection (higher dN/dS) than conserved regions. Moreover, inter-genomic synteny analyses indicated that chromosomal fission/fusion events played a crucial role in the evolution of chromosome numbers (ranging from 5 to 7) within Entomobryomorpha. This study provides a valuable resource for investigating the chromosome evolution of Collembola.
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Affiliation(s)
- Jianfeng Jin
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | - Zhihong Zhan
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | - Xiping Wei
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | - Zhixiang Pan
- School of Life Sciences, Taizhou University, Taizhou 318000, People's Republic of China
| | - Yuxin Zhao
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | - Daoyuan Yu
- Soil Ecology Lab, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | - Feng Zhang
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
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5
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Orteu A, Kucka M, Gordon IJ, Ng’iru I, van der Heijden ESM, Talavera G, Warren IA, Collins S, ffrench-Constant RH, Martins DJ, Chan YF, Jiggins CD, Martin SH. Transposable Element Insertions Are Associated with Batesian Mimicry in the Pantropical Butterfly Hypolimnas misippus. Mol Biol Evol 2024; 41:msae041. [PMID: 38401262 PMCID: PMC10924252 DOI: 10.1093/molbev/msae041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 02/26/2024] Open
Abstract
Hypolimnas misippus is a Batesian mimic of the toxic African Queen butterfly (Danaus chrysippus). Female H. misippus butterflies use two major wing patterning loci (M and A) to imitate three color morphs of D. chrysippus found in different regions of Africa. In this study, we examine the evolution of the M locus and identify it as an example of adaptive atavism. This phenomenon involves a morphological reversion to an ancestral character that results in an adaptive phenotype. We show that H. misippus has re-evolved an ancestral wing pattern present in other Hypolimnas species, repurposing it for Batesian mimicry of a D. chrysippus morph. Using haplotagging, a linked-read sequencing technology, and our new analytical tool, Wrath, we discover two large transposable element insertions located at the M locus and establish that these insertions are present in the dominant allele responsible for producing mimetic phenotype. By conducting a comparative analysis involving additional Hypolimnas species, we demonstrate that the dominant allele is derived. This suggests that, in the derived allele, the transposable elements disrupt a cis-regulatory element, leading to the reversion to an ancestral phenotype that is then utilized for Batesian mimicry of a distinct model, a different morph of D. chrysippus. Our findings present a compelling instance of convergent evolution and adaptive atavism, in which the same pattern element has independently evolved multiple times in Hypolimnas butterflies, repeatedly playing a role in Batesian mimicry of diverse model species.
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Affiliation(s)
- Anna Orteu
- Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, UK
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, UK
| | - Marek Kucka
- Friedrich Miescher Laboratory of the Max Planck Society, Tübingen, Germany
| | - Ian J Gordon
- Centre of Excellence in Biodiversity, University of Rwanda, Huye, Rwanda
| | - Ivy Ng’iru
- Mpala Research Centre, Nanyuki 10400, Laikipia, Kenya
- School of Biosciences, Cardiff University, Cardiff CF 10 3AX, UK
- UK Centre for Ecology and Hydrology, Wallingford OX10 8BB, UK
| | - Eva S M van der Heijden
- Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, UK
- Tree of Life Programme, Wellcome Sanger Institute, Hinxton, UK
| | - Gerard Talavera
- Institut Botànic de Barcelona (IBB), CSIC-CMCNB, Barcelona, Catalonia, Spain
| | - Ian A Warren
- Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, UK
| | - Steve Collins
- African Butterfly Research Institute, Nairobi, Kenya
| | | | - Dino J Martins
- Turkana Basin Institute, Stony Brook University, Stony Brook, NY 11794, USA
| | | | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, UK
| | - Simon H Martin
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
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6
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Ryazansky SS, Chen C, Potters M, Naumenko AN, Lukyanchikova V, Masri RA, Brusentsov II, Karagodin DA, Yurchenko AA, Dos Anjos VL, Haba Y, Rose NH, Hoffman J, Guo R, Menna T, Kelley M, Ferrill E, Schultz KE, Qi Y, Sharma A, Deschamps S, Llaca V, Mao C, Murphy TD, Baricheva EM, Emrich S, Fritz ML, Benoit JB, Sharakhov IV, McBride CS, Tu Z, Sharakhova MV. The chromosome-scale genome assembly for the West Nile vector Culex quinquefasciatus uncovers patterns of genome evolution in mosquitoes. BMC Biol 2024; 22:16. [PMID: 38273363 PMCID: PMC10809549 DOI: 10.1186/s12915-024-01825-0] [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: 08/25/2023] [Accepted: 01/11/2024] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Understanding genome organization and evolution is important for species involved in transmission of human diseases, such as mosquitoes. Anophelinae and Culicinae subfamilies of mosquitoes show striking differences in genome sizes, sex chromosome arrangements, behavior, and ability to transmit pathogens. However, the genomic basis of these differences is not fully understood. METHODS In this study, we used a combination of advanced genome technologies such as Oxford Nanopore Technology sequencing, Hi-C scaffolding, Bionano, and cytogenetic mapping to develop an improved chromosome-scale genome assembly for the West Nile vector Culex quinquefasciatus. RESULTS We then used this assembly to annotate odorant receptors, odorant binding proteins, and transposable elements. A genomic region containing male-specific sequences on chromosome 1 and a polymorphic inversion on chromosome 3 were identified in the Cx. quinquefasciatus genome. In addition, the genome of Cx. quinquefasciatus was compared with the genomes of other mosquitoes such as malaria vectors An. coluzzi and An. albimanus, and the vector of arboviruses Ae. aegypti. Our work confirms significant expansion of the two chemosensory gene families in Cx. quinquefasciatus, as well as a significant increase and relocation of the transposable elements in both Cx. quinquefasciatus and Ae. aegypti relative to the Anophelines. Phylogenetic analysis clarifies the divergence time between the mosquito species. Our study provides new insights into chromosomal evolution in mosquitoes and finds that the X chromosome of Anophelinae and the sex-determining chromosome 1 of Culicinae have a significantly higher rate of evolution than autosomes. CONCLUSION The improved Cx. quinquefasciatus genome assembly uncovered new details of mosquito genome evolution and has the potential to speed up the development of novel vector control strategies.
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Affiliation(s)
- Sergei S Ryazansky
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Department of Molecular Genetics of Cell, NRC "Kurchatov Institute", Moscow, Russia
| | - Chujia Chen
- Genetics, Bioinformatics, Computational Biology Program, Virginia Polytechnic and State University, Blacksburg, VA, USA
| | - Mark Potters
- Department of Biochemistry, Virginia Polytechnic and State University, Blacksburg, USA
| | - Anastasia N Naumenko
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Department of Entomology, University of Maryland, College Park, MD, USA
| | - Varvara Lukyanchikova
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Group of Genomic Mechanisms of Development, Institute of Cytology and Genetics, Novosibirsk, Russia
- Laboratory of Structural and Functional Genomics, Novosibirsk State University, Novosibirsk, Russia
| | - Reem A Masri
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
| | - Ilya I Brusentsov
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Laboratory of Cell Differentiation Mechanisms, Institute of Cytology and Genetics, Novosibirsk, Russia
| | - Dmitriy A Karagodin
- Laboratory of Cell Differentiation Mechanisms, Institute of Cytology and Genetics, Novosibirsk, Russia
| | - Andrey A Yurchenko
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
| | - Vitor L Dos Anjos
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
| | - Yuki Haba
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
| | - Noah H Rose
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
| | - Jinna Hoffman
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, 20894, USA
| | - Rong Guo
- Department of Entomology, University of Maryland, College Park, MD, USA
| | - Theresa Menna
- Department of Entomology, University of Maryland, College Park, MD, USA
| | - Melissa Kelley
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, USA
| | - Emily Ferrill
- County of San Diego Vector Control Program, San Diego, CA, USA
| | - Karen E Schultz
- Mosquito and Vector Management District of Santa Barbara County, Santa Barbara, CA, USA
| | - Yumin Qi
- Department of Biochemistry, Virginia Polytechnic and State University, Blacksburg, USA
| | - Atashi Sharma
- Department of Biochemistry, Virginia Polytechnic and State University, Blacksburg, USA
| | | | | | - Chunhong Mao
- Biocomplexity Institute & Initiative University of Virginia, Charlottesville, VA, USA
| | - Terence D Murphy
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, 20894, USA
| | - Elina M Baricheva
- Laboratory of Cell Differentiation Mechanisms, Institute of Cytology and Genetics, Novosibirsk, Russia
| | - Scott Emrich
- Department of Electrical Engineering & Computer Science, the University of Tennessee, Knoxville, TN, USA
| | - Megan L Fritz
- Department of Entomology, University of Maryland, College Park, MD, USA
| | - Joshua B Benoit
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, USA
| | - Igor V Sharakhov
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Fralin Life Sciences Institute, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Department of Genetics and Cell Biology, Tomsk State University, Tomsk, Russia
| | - Carolyn S McBride
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
| | - Zhijian Tu
- Genetics, Bioinformatics, Computational Biology Program, Virginia Polytechnic and State University, Blacksburg, VA, USA
- Department of Biochemistry, Virginia Polytechnic and State University, Blacksburg, USA
- Fralin Life Sciences Institute, Virginia Polytechnic and State University, Blacksburg, VA, USA
| | - Maria V Sharakhova
- Department of Entomology, Virginia Polytechnic and State University, Blacksburg, VA, USA.
- Laboratory of Cell Differentiation Mechanisms, Institute of Cytology and Genetics, Novosibirsk, Russia.
- Fralin Life Sciences Institute, Virginia Polytechnic and State University, Blacksburg, VA, USA.
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7
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Zhang DQ, Liu XY, Qiu LF, Liu ZR, Yang YP, Huang L, Wang SY, Zhang JQ. Two chromosome-level genome assemblies of Rhodiola shed new light on genome evolution in rapid radiation and evolution of the biosynthetic pathway of salidroside. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 117:464-482. [PMID: 37872890 DOI: 10.1111/tpj.16501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 09/29/2023] [Accepted: 10/04/2023] [Indexed: 10/25/2023]
Abstract
Rhodiola L. is a genus that has undergone rapid radiation in the mid-Miocene and may represent a typic case of adaptive radiation. Many species of Rhodiola have also been widely used as an important adaptogen in traditional medicines for centuries. However, a lack of high-quality chromosome-level genomes hinders in-depth study of its evolution and biosynthetic pathway of secondary metabolites. Here, we assembled two chromosome-level genomes for two Rhodiola species with different chromosome number and sexual system. The assembled genome size of R. chrysanthemifolia (2n = 14; hermaphrodite) and R. kirilowii (2n = 22; dioecious) were of 402.67 and 653.62 Mb, respectively, with approximately 57.60% and 69.22% of transposable elements (TEs). The size difference between the two genomes was mostly due to proliferation of long terminal repeat-retrotransposons (LTR-RTs) in the R. kirilowii genome. Comparative genomic analysis revealed possible gene families responsible for high-altitude adaptation of Rhodiola, including a homolog of plant cysteine oxidase 2 gene of Arabidopsis thaliana (AtPCO2), which is part of the core molecular reaction to hypoxia and contributes to the stability of Group VII ethylene response factors (ERF-VII). We found extensive chromosome fusion/fission events and structural variations between the two genomes, which might have facilitated the initial rapid radiation of Rhodiola. We also identified candidate genes in the biosynthetic pathway of salidroside. Overall, our results provide important insights into genome evolution in plant rapid radiations, and possible roles of chromosome fusion/fission and structure variation played in rapid speciation.
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Affiliation(s)
- Dan-Qing Zhang
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Xiao-Ying Liu
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Lin-Feng Qiu
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Zhao-Rui Liu
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Ya-Peng Yang
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Long Huang
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Shi-Yu Wang
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
| | - Jian-Qiang Zhang
- National Engineering Laboratory for Resource Development of Endangered Crude Drugs in Northwest China, College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
- Key Laboratory of Medicinal Plant Resource and Natural Pharmaceutical Chemistry of Ministry of Education, Shaanxi Normal University, Xi'an, 710119, China
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8
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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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9
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Chakraborty M, Lara AG, Dang A, McCulloch KJ, Rainbow D, Carter D, Ngo LT, Solares E, Said I, Corbett-Detig RB, Gilbert LE, Emerson JJ, Briscoe AD. Sex-linked gene traffic underlies the acquisition of sexually dimorphic UV color vision in Heliconius butterflies. Proc Natl Acad Sci U S A 2023; 120:e2301411120. [PMID: 37552755 PMCID: PMC10438391 DOI: 10.1073/pnas.2301411120] [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: 01/26/2023] [Accepted: 06/16/2023] [Indexed: 08/10/2023] Open
Abstract
The acquisition of novel sexually dimorphic traits poses an evolutionary puzzle: How do new traits arise and become sex-limited? Recently acquired color vision, sexually dimorphic in animals like primates and butterflies, presents a compelling model for understanding how traits become sex-biased. For example, some Heliconius butterflies uniquely possess UV (ultraviolet) color vision, which correlates with the expression of two differentially tuned UV-sensitive rhodopsins, UVRh1 and UVRh2. To discover how such traits become sexually dimorphic, we studied Heliconius charithonia, which exhibits female-specific UVRh1 expression. We demonstrate that females, but not males, discriminate different UV wavelengths. Through whole-genome shotgun sequencing and assembly of the H. charithonia genome, we discovered that UVRh1 is present on the W chromosome, making it obligately female-specific. By knocking out UVRh1, we show that UVRh1 protein expression is absent in mutant female eye tissue, as in wild-type male eyes. A PCR survey of UVRh1 sex-linkage across the genus shows that species with female-specific UVRh1 expression lack UVRh1 gDNA in males. Thus, acquisition of sex linkage is sufficient to achieve female-specific expression of UVRh1, though this does not preclude other mechanisms, like cis-regulatory evolution from also contributing. Moreover, both this event, and mutations leading to differential UV opsin sensitivity, occurred early in the history of Heliconius. These results suggest a path for acquiring sexual dimorphism distinct from existing mechanistic models. We propose a model where gene traffic to heterosomes (the W or the Y) genetically partitions a trait by sex before a phenotype shifts (spectral tuning of UV sensitivity).
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Affiliation(s)
- Mahul Chakraborty
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
- Department of Biology, Texas A&M University, College Station, TX77843
| | | | - Andrew Dang
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - Kyle J. McCulloch
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, MN55108
| | - Dylan Rainbow
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - David Carter
- Department of Molecular, Cell and Systems Biology, University of California, Riverside, CA92521
| | - Luna Thanh Ngo
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - Edwin Solares
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - Iskander Said
- Department of Biomolecular Engineering and Genomics Institute, University of California, Santa Cruz, CA95064
| | - Russell B. Corbett-Detig
- Department of Biomolecular Engineering and Genomics Institute, University of California, Santa Cruz, CA95064
| | | | - J. J. Emerson
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - Adriana D. Briscoe
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
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10
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Näsvall K, Boman J, Talla V, Backström N. Base Composition, Codon Usage, and Patterns of Gene Sequence Evolution in Butterflies. Genome Biol Evol 2023; 15:evad150. [PMID: 37565492 PMCID: PMC10462419 DOI: 10.1093/gbe/evad150] [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: 11/22/2022] [Revised: 07/17/2023] [Accepted: 08/08/2023] [Indexed: 08/12/2023] Open
Abstract
Coding sequence evolution is influenced by both natural selection and neutral evolutionary forces. In many species, the effects of mutation bias, codon usage, and GC-biased gene conversion (gBGC) on gene sequence evolution have not been detailed. Quantification of how these forces shape substitution patterns is therefore necessary to understand the strength and direction of natural selection. Here, we used comparative genomics to investigate the association between base composition and codon usage bias on gene sequence evolution in butterflies and moths (Lepidoptera), including an in-depth analysis of underlying patterns and processes in one species, Leptidea sinapis. The data revealed significant G/C to A/T substitution bias at third codon position with some variation in the strength among different butterfly lineages. However, the substitution bias was lower than expected from previously estimated mutation rate ratios, partly due to the influence of gBGC. We found that A/T-ending codons were overrepresented in most species, but there was a positive association between the magnitude of codon usage bias and GC-content in third codon positions. In addition, the tRNA-gene population in L. sinapis showed higher GC-content at third codon positions compared to coding sequences in general and less overrepresentation of A/T-ending codons. There was an inverse relationship between synonymous substitutions and codon usage bias indicating selection on synonymous sites. We conclude that the evolutionary rate in Lepidoptera is affected by a complex interaction between underlying G/C -> A/T mutation bias and partly counteracting fixation biases, predominantly conferred by overall purifying selection, gBGC, and selection on codon usage.
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Affiliation(s)
- Karin Näsvall
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Uppsala, Sweden
| | - Jesper Boman
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Uppsala, Sweden
| | - Venkat Talla
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Uppsala, Sweden
| | - Niclas Backström
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Uppsala, Sweden
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11
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Pazhenkova EA, Lukhtanov VA. Chromosomal conservatism vs chromosomal megaevolution: enigma of karyotypic evolution in Lepidoptera. Chromosome Res 2023; 31:16. [PMID: 37300756 DOI: 10.1007/s10577-023-09725-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 05/21/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023]
Abstract
In the evolution of many organisms, periods of slow genome reorganization (= chromosomal conservatism) are interrupted by bursts of numerous chromosomal changes (= chromosomal megaevolution). Using comparative analysis of chromosome-level genome assemblies, we investigated these processes in blue butterflies (Lycaenidae). We demonstrate that the phase of chromosome number conservatism is characterized by the stability of most autosomes and dynamic evolution of the sex chromosome Z, resulting in multiple variants of NeoZ chromosomes due to autosome-sex chromosome fusions. In contrast during the phase of rapid chromosomal evolution, the explosive increase in chromosome number occurs mainly through simple chromosomal fissions. We show that chromosomal megaevolution is a highly non-random canalized process, and in two phylogenetically independent Lysandra lineages, the drastic parallel increase in number of fragmented chromosomes was achieved, at least partially, through reuse of the same ancestral chromosomal breakpoints. In species showing chromosome number doubling, we found no blocks of duplicated sequences or duplicated chromosomes, thus refuting the hypothesis of polyploidy. In the studied taxa, long blocks of interstitial telomere sequences (ITSs) consist of (TTAGG)n arrays interspersed with telomere-specific retrotransposons. ITSs are sporadically present in rapidly evolving Lysandra karyotypes, but not in the species with ancestral chromosome number. Therefore, we hypothesize that the transposition of telomeric sequences may be triggers of the rapid chromosome number increase. Finally, we discuss the hypothetical genomic and population mechanisms of chromosomal megaevolution and argue that the disproportionally high evolutionary role of the Z sex chromosome can be additionally reinforced by sex chromosome-autosome fusions and Z-chromosome inversions.
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Affiliation(s)
- Elena A Pazhenkova
- Department of Biology, Biotechnical Faculty, University of Ljubljana, Večna Pot 111, 1000, Ljubljana, Slovenia.
| | - Vladimir A Lukhtanov
- Department of Karyosystematics, Zoological Institute of Russian Academy of Sciences, Universitetskaya Nab. 1, 199034, St. Petersburg, Russia.
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12
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Van Belleghem SM, Ruggieri AA, Concha C, Livraghi L, Hebberecht L, Rivera ES, Ogilvie JG, Hanly JJ, Warren IA, Planas S, Ortiz-Ruiz Y, Reed R, Lewis JJ, Jiggins CD, Counterman BA, McMillan WO, Papa R. High level of novelty under the hood of convergent evolution. Science 2023; 379:1043-1049. [PMID: 36893249 PMCID: PMC11000492 DOI: 10.1126/science.ade0004] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 02/08/2023] [Indexed: 03/11/2023]
Abstract
Little is known about the extent to which species use homologous regulatory architectures to achieve phenotypic convergence. By characterizing chromatin accessibility and gene expression in developing wing tissues, we compared the regulatory architecture of convergence between a pair of mimetic butterfly species. Although a handful of color pattern genes are known to be involved in their convergence, our data suggest that different mutational paths underlie the integration of these genes into wing pattern development. This is supported by a large fraction of accessible chromatin being exclusive to each species, including the de novo lineage-specific evolution of a modular optix enhancer. These findings may be explained by a high level of developmental drift and evolutionary contingency that occurs during the independent evolution of mimicry.
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Affiliation(s)
- Steven M. Van Belleghem
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
- Ecology, Evolution and Conservation Biology, Biology Department, KU Leuven, Leuven, Belgium
| | - Angelo A. Ruggieri
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
| | - Carolina Concha
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
| | - Luca Livraghi
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
- Department of Biological Sciences, The George Washington University, Washington, DC, USA
| | - Laura Hebberecht
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
- School of Biological Sciences, Bristol University, Bristol, UK
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Edgardo Santiago Rivera
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
- Department of Biomaterials, Universität Bayreuth, Bayreuth, Germany
| | - James G. Ogilvie
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
- Department of Biological Sciences, Auburn University, Auburn, Alabama, USA
| | - Joseph J. Hanly
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
- Department of Biological Sciences, The George Washington University, Washington, DC, USA
| | - Ian A. Warren
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Silvia Planas
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Yadira Ortiz-Ruiz
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Robert Reed
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - James J. Lewis
- Department of Genetics and Biochemistry, Clemson University, Clemson, South Carolina, USA
| | | | | | - W. Owen McMillan
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
| | - Riccardo Papa
- Department of Biology, University of Puerto Rico, Rio Piedras, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan, Puerto Rico
- Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
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13
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Höök L, Näsvall K, Vila R, Wiklund C, Backström N. High-density linkage maps and chromosome level genome assemblies unveil direction and frequency of extensive structural rearrangements in wood white butterflies (Leptidea spp.). Chromosome Res 2023; 31:2. [PMID: 36662301 PMCID: PMC9859909 DOI: 10.1007/s10577-023-09713-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/19/2022] [Accepted: 12/28/2022] [Indexed: 01/21/2023]
Abstract
Karyotypes are generally conserved between closely related species and large chromosome rearrangements typically have negative fitness consequences in heterozygotes, potentially driving speciation. In the order Lepidoptera, most investigated species have the ancestral karyotype and gene synteny is often conserved across deep divergence, although examples of extensive genome reshuffling have recently been demonstrated. The genus Leptidea has an unusual level of chromosome variation and rearranged sex chromosomes, but the extent of restructuring across the rest of the genome is so far unknown. To explore the genomes of the wood white (Leptidea) species complex, we generated eight genome assemblies using a combination of 10X linked reads and HiC data, and improved them using linkage maps for two populations of the common wood white (L. sinapis) with distinct karyotypes. Synteny analysis revealed an extensive amount of rearrangements, both compared to the ancestral karyotype and between the Leptidea species, where only one of the three Z chromosomes was conserved across all comparisons. Most restructuring was explained by fissions and fusions, while translocations appear relatively rare. We further detected several examples of segregating rearrangement polymorphisms supporting a highly dynamic genome evolution in this clade. Fusion breakpoints were enriched for LINEs and LTR elements, which suggests that ectopic recombination might be an important driver in the formation of new chromosomes. Our results show that chromosome count alone may conceal the extent of genome restructuring and we propose that the amount of genome evolution in Lepidoptera might still be underestimated due to lack of taxonomic sampling.
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Affiliation(s)
- L. Höök
- Evolutionary Biology Program, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 752 36 Uppsala, Sweden
| | - K. Näsvall
- Evolutionary Biology Program, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 752 36 Uppsala, Sweden
| | - R. Vila
- Butterfly Diversity and Evolution Lab, Institut de Biologia Evolutiva (CSIC-UPF), Barcelona, Spain
| | - C. Wiklund
- Department of Zoology, Division of Ecology, Stockholm University, Stockholm, Sweden
| | - N. Backström
- Evolutionary Biology Program, Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, 752 36 Uppsala, Sweden
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14
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Ruggieri AA, Livraghi L, Lewis JJ, Evans E, Cicconardi F, Hebberecht L, Ortiz-Ruiz Y, Montgomery SH, Ghezzi A, Rodriguez-Martinez JA, Jiggins CD, McMillan WO, Counterman BA, Papa R, Van Belleghem SM. A butterfly pan-genome reveals that a large amount of structural variation underlies the evolution of chromatin accessibility. Genome Res 2022; 32:1862-1875. [PMID: 36109150 PMCID: PMC9712634 DOI: 10.1101/gr.276839.122] [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: 04/16/2022] [Accepted: 09/13/2022] [Indexed: 01/16/2023]
Abstract
Despite insertions and deletions being the most common structural variants (SVs) found across genomes, not much is known about how much these SVs vary within populations and between closely related species, nor their significance in evolution. To address these questions, we characterized the evolution of indel SVs using genome assemblies of three closely related Heliconius butterfly species. Over the relatively short evolutionary timescales investigated, up to 18.0% of the genome was composed of indels between two haplotypes of an individual Heliconius charithonia butterfly and up to 62.7% included lineage-specific SVs between the genomes of the most distant species (11 Mya). Lineage-specific sequences were mostly characterized as transposable elements (TEs) inserted at random throughout the genome and their overall distribution was similarly affected by linked selection as single nucleotide substitutions. Using chromatin accessibility profiles (i.e., ATAC-seq) of head tissue in caterpillars to identify sequences with potential cis-regulatory function, we found that out of the 31,066 identified differences in chromatin accessibility between species, 30.4% were within lineage-specific SVs and 9.4% were characterized as TE insertions. These TE insertions were localized closer to gene transcription start sites than expected at random and were enriched for sites with significant resemblance to several transcription factor binding sites with known function in neuron development in Drosophila We also identified 24 TE insertions with head-specific chromatin accessibility. Our results show high rates of structural genome evolution that were previously overlooked in comparative genomic studies and suggest a high potential for structural variation to serve as raw material for adaptive evolution.
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Affiliation(s)
- Angelo A Ruggieri
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
| | - Luca Livraghi
- Department of Biological Sciences, The George Washington University, Washington, DC 20052, USA
- Smithsonian Tropical Research Institute, Apartado 0843-03092 Panamá, Panama
| | - James J Lewis
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Elizabeth Evans
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
| | - Francesco Cicconardi
- School of Biological Sciences, Bristol University, Bristol BS8 1QU, United Kingdom
| | - Laura Hebberecht
- School of Biological Sciences, Bristol University, Bristol BS8 1QU, United Kingdom
| | - Yadira Ortiz-Ruiz
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan 00926, Puerto Rico
| | - Stephen H Montgomery
- School of Biological Sciences, Bristol University, Bristol BS8 1QU, United Kingdom
| | - Alfredo Ghezzi
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
| | | | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, United Kingdom
| | - W Owen McMillan
- Smithsonian Tropical Research Institute, Apartado 0843-03092 Panamá, Panama
| | - Brian A Counterman
- Department of Biological Sciences, Auburn University, Auburn, Alabama 36849, USA
| | - Riccardo Papa
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan 00926, Puerto Rico
| | - Steven M Van Belleghem
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan PR 00931, Puerto Rico
- Ecology, Evolution and Conservation Biology, Biology Department, KU Leuven, 3000 Leuven, Belgium
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15
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Repeated genetic adaptation to altitude in two tropical butterflies. Nat Commun 2022; 13:4676. [PMID: 35945236 PMCID: PMC9363431 DOI: 10.1038/s41467-022-32316-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 07/26/2022] [Indexed: 01/02/2023] Open
Abstract
Repeated evolution can provide insight into the mechanisms that facilitate adaptation to novel or changing environments. Here we study adaptation to altitude in two tropical butterflies, Heliconius erato and H. melpomene, which have repeatedly and independently adapted to montane habitats on either side of the Andes. We sequenced 518 whole genomes from altitudinal transects and found many regions differentiated between highland (~ 1200 m) and lowland (~ 200 m) populations. We show repeated genetic differentiation across replicate populations within species, including allopatric comparisons. In contrast, there is little molecular parallelism between the two species. By sampling five close relatives, we find that a large proportion of divergent regions identified within species have arisen from standing variation and putative adaptive introgression from high-altitude specialist species. Taken together our study supports a role for both standing genetic variation and gene flow from independently adapted species in promoting parallel local adaptation to the environment. Here, the authors study adaptation to altitude in 518 whole genomes from two species of tropical butterflies. They find repeated genetic differentiation within species, little molecular parallelism between these species, and introgression from closely related species, concluding that standing genetic variation promotes parallel local adaptation.
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16
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Jay P, Leroy M, Le Poul Y, Whibley A, Arias M, Chouteau M, Joron M. Association mapping of colour variation in a butterfly provides evidence that a supergene locks together a cluster of adaptive loci. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210193. [PMID: 35694756 PMCID: PMC9189503 DOI: 10.1098/rstb.2021.0193] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Supergenes are genetic architectures associated with discrete and concerted variation in multiple traits. It has long been suggested that supergenes control these complex polymorphisms by suppressing recombination between sets of coadapted genes. However, because recombination suppression hinders the dissociation of the individual effects of genes within supergenes, there is still little evidence that supergenes evolve by tightening linkage between coadapted genes. Here, combining a landmark-free phenotyping algorithm with multivariate genome-wide association studies, we dissected the genetic basis of wing pattern variation in the butterfly Heliconius numata. We show that the supergene controlling the striking wing pattern polymorphism displayed by this species contains several independent loci associated with different features of wing patterns. The three chromosomal inversions of this supergene suppress recombination between these loci, supporting the hypothesis that they may have evolved because they captured beneficial combinations of alleles. Some of these loci are, however, associated with colour variations only in a subset of morphs where the phenotype is controlled by derived inversion forms, indicating that they were recruited after the formation of the inversions. Our study shows that supergenes and clusters of adaptive loci in general may form via the evolution of chromosomal rearrangements suppressing recombination between co-adapted loci but also via the subsequent recruitment of linked adaptive mutations. This article is part of the theme issue 'Genomic architecture of supergenes: causes and evolutionary consequences'.
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Affiliation(s)
- Paul Jay
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, 34293 Montpellier cedex 5, France
| | - Manon Leroy
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, 34293 Montpellier cedex 5, France
| | - Yann Le Poul
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, 34293 Montpellier cedex 5, France
| | - Annabel Whibley
- School of Biological Sciences, University of Auckland, Auckland 1010, New Zealand
| | - Mónica Arias
- CIRAD, UMR PHIM, F-34398 Montpellier, France.,PHIM, Univ Montpellier, CIRAD, INRAE, Institut Agro, IRD, CEDEX 5, 34398 Montpellier, France
| | - Mathieu Chouteau
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, 34293 Montpellier cedex 5, France.,LEEISA, USR 63456, Université de Guyane, CNRS, IFREMER, 275 route de Montabo, 797334 Cayenne, French Guiana
| | - Mathieu Joron
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, 34293 Montpellier cedex 5, France
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17
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Thrimawithana AH, Wu C, Christeller JT, Simpson RM, Hilario E, Tooman LK, Begum D, Jordan MD, Crowhurst R, Newcomb RD, Grapputo A. The Genomics and Population Genomics of the Light Brown Apple Moth, Epiphyas postvittana, an Invasive Tortricid Pest of Horticulture. INSECTS 2022; 13:insects13030264. [PMID: 35323562 PMCID: PMC8951345 DOI: 10.3390/insects13030264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 12/13/2022]
Abstract
Simple Summary In this study, we produced a genomic resource for the light brown apple moth, Epiphyas postvittana, to understand the biological basis of adaptation to a high number of hosts (polyphagy) and the invasive nature of this and other lepidopteran pests. The light brown apple moth is an invasive pest of horticultural plants, with over 500 recorded plant hosts. With origins in Australia, the pest has subsequently spread to New Zealand, Hawaii, California and Europe, causing significant economic losses for fruit producers. Comparative genomic analyses with other lepidopteran genomes indicate that a high proportion of the genome is made up of repetitive sequences, with the majority of the known elements being DNA transposable elements and retrotransposons. Twenty gene families show significant expansions, including some likely to have a role in its pest status. Finally, population genomics, investigated by a RAD-tag approach, indicated likely patterns of invasion and admixture, with Californian moths most probably being derived from Australia. Abstract The light brown apple moth, Epiphyas postvittana is an invasive, polyphagous pest of horticultural systems around the world. With origins in Australia, the pest has subsequently spread to New Zealand, Hawaii, California and Europe, where it has been found on over 500 plants, including many horticultural crops. We have produced a genomic resource, to understand the biological basis of the polyphagous and invasive nature of this and other lepidopteran pests. The assembled genome sequence encompassed 598 Mb and has an N50 of 301.17 kb, with a BUSCO completion rate of 97.9%. Epiphyas postvittana has 34% of its assembled genome represented as repetitive sequences, with the majority of the known elements made up of longer DNA transposable elements (14.07 Mb) and retrotransposons (LINE 17.83 Mb). Of the 31,389 predicted genes, 28,714 (91.5%) were assigned to 11,438 orthogroups across the Lepidoptera, of which 945 were specific to E. postvittana. Twenty gene families showed significant expansions in E. postvittana, including some likely to have a role in its pest status, such as cytochrome p450s, glutathione-S-transferases and UDP-glucuronosyltransferases. Finally, using a RAD-tag approach, we investigated the population genomics of this pest, looking at its likely patterns of invasion.
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Affiliation(s)
- Amali H. Thrimawithana
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - Chen Wu
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - John T. Christeller
- The New Zealand Institute of Plant and Food Research Limited, Palmerston North 4410, New Zealand; (J.T.C.); (R.M.S.)
| | - Robert M. Simpson
- The New Zealand Institute of Plant and Food Research Limited, Palmerston North 4410, New Zealand; (J.T.C.); (R.M.S.)
| | - Elena Hilario
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - Leah K. Tooman
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - Doreen Begum
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
- School of Biological Sciences, University of Auckland, Auckland 1010, New Zealand
| | - Melissa D. Jordan
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - Ross Crowhurst
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
| | - Richard D. Newcomb
- The New Zealand Institute of Plant and Food Research Limited, Auckland 1025, New Zealand; (A.H.T.); (C.W.); (E.H.); (L.K.T.); (D.B.); (M.D.J.); (R.C.)
- School of Biological Sciences, University of Auckland, Auckland 1010, New Zealand
- Correspondence:
| | - Alessandro Grapputo
- Dipartimento di Biologia, Università degli Studi di Padova, 35131 Padova, Italy;
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Smolander OP, Blande D, Ahola V, Rastas P, Tanskanen J, Kammonen JI, Oostra V, Pellegrini L, Ikonen S, Dallas T, DiLeo MF, Duplouy A, Duru IC, Halimaa P, Kahilainen A, Kuwar SS, Kärenlampi SO, Lafuente E, Luo S, Makkonen J, Nair A, de la Paz Celorio-Mancera M, Pennanen V, Ruokolainen A, Sundell T, Tervahauta AI, Twort V, van Bergen E, Österman-Udd J, Paulin L, Frilander MJ, Auvinen P, Saastamoinen M. Improved chromosome-level genome assembly of the Glanville fritillary butterfly (Melitaea cinxia) integrating Pacific Biosciences long reads and a high-density linkage map. Gigascience 2022; 11:6505122. [PMID: 35022701 PMCID: PMC8756199 DOI: 10.1093/gigascience/giab097] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 05/03/2021] [Accepted: 12/14/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The Glanville fritillary (Melitaea cinxia) butterfly is a model system for metapopulation dynamics research in fragmented landscapes. Here, we provide a chromosome-level assembly of the butterfly's genome produced from Pacific Biosciences sequencing of a pool of males, combined with a linkage map from population crosses. RESULTS The final assembly size of 484 Mb is an increase of 94 Mb on the previously published genome. Estimation of the completeness of the genome with BUSCO indicates that the genome contains 92-94% of the BUSCO genes in complete and single copies. We predicted 14,810 genes using the MAKER pipeline and manually curated 1,232 of these gene models. CONCLUSIONS The genome and its annotated gene models are a valuable resource for future comparative genomics, molecular biology, transcriptome, and genetics studies on this species.
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Affiliation(s)
- Olli-Pekka Smolander
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland.,Department of Chemistry and Biotechnology, Tallinn University of Technology, 12618 Tallinn, Estonia
| | - Daniel Blande
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Virpi Ahola
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland.,Ming Wai Lau Centre for Reparative Medicine, Karolinska Institutet, 171 77 Stockholm, Hong Kong
| | - Pasi Rastas
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | | | - Juhana I Kammonen
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Vicencio Oostra
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland.,Department of Evolution, Ecology and Behaviour, University of Liverpool, Liverpool CH64 7TE, UK
| | - Lorenzo Pellegrini
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Suvi Ikonen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Tad Dallas
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Michelle F DiLeo
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Anne Duplouy
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland.,Department of Biology, Lund University, 223 62 Lund, Sweden
| | - Ilhan Cem Duru
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Pauliina Halimaa
- Department of Environmental and Biological Sciences, University of Eastern Finland, 70211 KUOPIO, Finland
| | - Aapo Kahilainen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Suyog S Kuwar
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611-0620, USA.,Department of Zoology, Loknete Vyankatrao Hiray Arts, Science & Commerce College, 422003, Maharashtra, India
| | - Sirpa O Kärenlampi
- Department of Environmental and Biological Sciences, University of Eastern Finland, 70211 KUOPIO, Finland
| | - Elvira Lafuente
- Department of Aquatic Ecology, Swiss Federal Institute of Aquatic Science and Technology, CH-8600 Dübendorf, Switzerland
| | - Shiqi Luo
- College of Plant Protection, China Agricultural University, Beijing 100083, China
| | - Jenny Makkonen
- Department of Environmental and Biological Sciences, University of Eastern Finland, 70211 KUOPIO, Finland
| | - Abhilash Nair
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | | | - Ville Pennanen
- Viikki Plant Science Centre, Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Annukka Ruokolainen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Tarja Sundell
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Arja I Tervahauta
- Department of Environmental and Biological Sciences, University of Eastern Finland, 70211 KUOPIO, Finland
| | - Victoria Twort
- Department of Biology, Lund University, 223 62 Lund, Sweden
| | - Erik van Bergen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Janina Österman-Udd
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland
| | - Lars Paulin
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Mikko J Frilander
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Petri Auvinen
- Institute of Biotechnology, University of Helsinki, 00790 Helsinki, Finland
| | - Marjo Saastamoinen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, 00014 Helsinki, Finland.,Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
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19
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Mei Y, Jing D, Tang S, Chen X, Chen H, Duanmu H, Cong Y, Chen M, Ye X, Zhou H, He K, Li F. InsectBase 2.0: a comprehensive gene resource for insects. Nucleic Acids Res 2021; 50:D1040-D1045. [PMID: 34792158 PMCID: PMC8728184 DOI: 10.1093/nar/gkab1090] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 10/18/2021] [Accepted: 11/08/2021] [Indexed: 12/25/2022] Open
Abstract
Insects are the largest group of animals on the planet and have a huge impact on human life by providing resources, transmitting diseases, and damaging agricultural crop production. Recently, a large amount of insect genome and gene data has been generated. A comprehensive database is highly desirable for managing, sharing, and mining these resources. Here, we present an updated database, InsectBase 2.0 (http://v2.insect-genome.com/), covering 815 insect genomes, 25 805 transcriptomes and >16 million genes, including 15 045 111 coding sequences, 3 436 022 3'UTRs, 4 345 664 5'UTRs, 112 162 miRNAs and 1 293 430 lncRNAs. In addition, we used an in-house standard pipeline to annotate 1 434 653 genes belonging to 164 gene families; 215 986 potential horizontally transferred genes; and 419 KEGG pathways. Web services such as BLAST, JBrowse2 and Synteny Viewer are provided for searching and visualization. InsectBase 2.0 serves as a valuable platform for entomologists and researchers in the related communities of animal evolution and invertebrate comparative genomics.
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Affiliation(s)
- Yang Mei
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Dong Jing
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Shenyang Tang
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Xi Chen
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Hao Chen
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Haonan Duanmu
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Yuyang Cong
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Mengyao Chen
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Xinhai Ye
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Hang Zhou
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Kang He
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Fei Li
- State Key Laboratory of Rice Biology & Ministry of Agricultural and Rural Affairs Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
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20
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Wittmeyer KT, Oppenheim SJ, Hopper KR. Assemblies of the genomes of parasitic wasps using meta-assembly and scaffolding with genetic linkage. G3 (BETHESDA, MD.) 2021; 12:6423991. [PMID: 34751385 PMCID: PMC8727961 DOI: 10.1093/g3journal/jkab386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 10/25/2021] [Indexed: 01/09/2023]
Abstract
Safe, effective biological-control introductions against invasive pests depend on narrowly host-specific natural enemies with the ability to adapt to a changing environment. As part of a project on the genetic architectures of these traits, we assembled and annotated the genomes of two aphid parasitoids, Aphelinus atriplicis and Aphelinus certus. We report here several assemblies of A. atriplicis made with Illumina and PacBio data, which we combined into a meta-assembly. We scaffolded the meta-assembly with markers from a genetic map of hybrids between A. atriplicis and A. certus. We used this genetic-linkage scaffolded (GLS) assembly of A. atriplicis to scaffold a de novo assembly of A. certus. The de novo assemblies of A. atriplicis differed in contiguity, and the meta-assembly of these assemblies was more contiguous than the best de novo assembly. Scaffolding with genetic-linkage data allowed chromosomal-level assembly of the A. atriplicis genome and scaffolding a de novo assembly of A. certus with this GLS assembly, greatly increased the contiguity of the A. certus assembly to the point where it was also at the chromosomal-level. However, completeness of the A. atriplicis assembly, as measured by percent complete, single-copy BUSCO hymenopteran genes, varied little among de novo assemblies and was not increased by meta-assembly or genetic scaffolding. Furthermore, the greater contiguity of the meta-assembly and GLS assembly had little or no effect on the numbers of genes identified, the proportions with homologs or functional annotations. Increased contiguity of the A. certus assembly provided modest improvement in assembly completeness, as measured by percent complete, single-copy BUSCO hymenopteran genes. The total genic sequence increased, and while the number of genes declined, gene length increased, which together suggest greater accuracy of gene models. More contiguous assemblies provide uses other than gene annotation, for example, identifying the genes associated with quantitative trait loci and understanding of chromosomal rearrangements associated with speciation.
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Affiliation(s)
- Kameron T Wittmeyer
- USDA-ARS, Beneficial Insect Introductions Research Unit, Newark, DE 19713, USA
| | | | - Keith R Hopper
- USDA-ARS, Beneficial Insect Introductions Research Unit, Newark, DE 19713, USA,Corresponding author: USDA-ARS, Beneficial Insect Introductions Research Unit, 501 South Chapel Street, Newark, DE 19713, USA.
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21
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Fang G, Zhang Q, Chen X, Cao Y, Wang Y, Qi M, Wu N, Qian L, Zhu C, Huang Y, Zhan S. The draft genome of the Asian corn borer yields insights into ecological adaptation of a devastating maize pest. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2021; 138:103638. [PMID: 34428581 DOI: 10.1016/j.ibmb.2021.103638] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/13/2021] [Accepted: 08/16/2021] [Indexed: 06/13/2023]
Abstract
The Asian corn borer (ACB) is the most devastating pest on maize in the western Pacific region of Asia. Despite broad interests in insecticide resistance, seasonal adaptation, and larval color mimicry regarding the ACB system, lacking of reference genomic information and a powerful gene editing approach have hindered the in-depth studies of these aspects. Here we present a 455.7 Mb draft genome of ACB with 98.4% completeness. Comparative genomics analysis showed an evident expansion in gene families of gustatory receptors (105), which is related to polyphagous characteristics. Based on the comparative transcriptome analysis of resistant and susceptible ACB against Bt Cry1Ab toxin, we identified 26 genes related to Cry1Ab resistance. Additionally, transcriptomics of insects exposed to conditions of low temperature and diapause (LT) vs. room temperature and diapause (RT) provided insights into the genetic mechanisms of cold adaptation. We also successfully developed an efficient CRISPR/Cas9-based genome editing system and applied it to explore the role of color pattern genes in the ecological adaptation of ACB. Taken together, our study provides a fully annotated high-quality reference genome and efficient gene editing system to realize the potential of ACB as a study system to address important biological questions such as insecticide resistance, seasonal adaptation, and coloration. These valuable genomic resources will also benefit the development of novel strategies for maize pest management.
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Affiliation(s)
- Gangqi Fang
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China; CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Qi Zhang
- College of Plant Protection, Shenyang Agricultural University, Shenyang, 110866, China
| | - Xi'en Chen
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Yanghui Cao
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Yaohui Wang
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Mengmeng Qi
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China; CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Ningning Wu
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Lansa Qian
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Chenxu Zhu
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Yongping Huang
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China; CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China.
| | - Shuai Zhan
- CAS Key Laboratory of Insect Developmental and Evolutionary Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, 200032, China; CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China.
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22
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Cicconardi F, Lewis JJ, Martin SH, Reed RD, Danko CG, Montgomery SH. Chromosome Fusion Affects Genetic Diversity and Evolutionary Turnover of Functional Loci but Consistently Depends on Chromosome Size. Mol Biol Evol 2021; 38:4449-4462. [PMID: 34146107 PMCID: PMC8476138 DOI: 10.1093/molbev/msab185] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Major changes in chromosome number and structure are linked to a series of evolutionary phenomena, including intrinsic barriers to gene flow or suppression of recombination due to chromosomal rearrangements. However, chromosome rearrangements can also affect the fundamental dynamics of molecular evolution within populations by changing relationships between linked loci and altering rates of recombination. Here, we build chromosome-level assembly Eueides isabella and, together with a recent chromosome-level assembly of Dryas iulia, examine the evolutionary consequences of multiple chromosome fusions in Heliconius butterflies. These assemblies pinpoint fusion points on 10 of the 20 autosomal chromosomes and reveal striking differences in the characteristics of fused and unfused chromosomes. The ten smallest autosomes in D. iulia and E. isabella, which have each fused to a longer chromosome in Heliconius, have higher repeat and GC content, and longer introns than predicted by their chromosome length. When fused, these characteristics change to become more in line with chromosome length. The fusions also led to reduced diversity, which likely reflects increased background selection and selection against introgression between diverging populations, following a reduction in per-base recombination rate. We further show that chromosome size and fusion impact turnover rates of functional loci at a macroevolutionary scale. Together these results provide further evidence that chromosome fusion in Heliconius likely had dramatic effects on population level processes shaping rates of neutral and adaptive divergence. These effects may have impacted patterns of diversification in Heliconius, a classic example of an adaptive radiation.
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Affiliation(s)
- Francesco Cicconardi
- School of Biological Sciences, University of Bristol Bristol—Life Sciences Building, Bristol, United Kingdom
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - James J Lewis
- Baker Institute for Animal Health, Cornell University, Ithaca, NY, USA
- Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Simon H Martin
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, United Kingdom
| | - Robert D Reed
- Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Charles G Danko
- Baker Institute for Animal Health, Cornell University, Ithaca, NY, USA
| | - Stephen H Montgomery
- School of Biological Sciences, University of Bristol Bristol—Life Sciences Building, Bristol, United Kingdom
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23
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Mongue AJ, Hansen ME, Walters JR. Support for faster and more adaptive Z chromosome evolution in two divergent lepidopteran lineages. Evolution 2021; 76:332-345. [PMID: 34463346 PMCID: PMC9291949 DOI: 10.1111/evo.14341] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 07/21/2021] [Accepted: 08/06/2021] [Indexed: 12/14/2022]
Abstract
The rateof divergence for Z or X chromosomes is usually observed to be greater than autosomes, but the proposed evolutionary causes for this pattern vary, as do empirical results from diverse taxa. Even among moths and butterflies (Lepidoptera), which generally share a single-origin Z chromosome, the handful of available studies give mixed support for faster or more adaptive evolution of the Z chromosome, depending on the species assayed. Here, we examine the molecular evolution of Z chromosomes in two additional lepidopteran species: the Carolina sphinx moth and the monarch butterfly, the latter of which possesses a recent chromosomal fusion yielding a segment of newly Z-linked DNA. We find evidence for both faster and more adaptive Z chromosome evolution in both species, although this effect is strongest in the neo-Z portion of the monarch sex chromosome. The neo-Z is less male-biased than expected of a Z chromosome, and unbiased and female-biased genes drive the signal for adaptive evolution here. Together these results suggest that male-biased gene accumulation and haploid selection have opposing effects on long-term rates of adaptation and may help explain the discrepancies in previous findings as well as the repeated evolution of neo-sex chromosomes in Lepidoptera.
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Affiliation(s)
- Andrew J Mongue
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, 66045.,Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, EH93FL, United Kingdom
| | - Megan E Hansen
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, 66045
| | - James R Walters
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, 66045
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24
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Wold J, Koepfli KP, Galla SJ, Eccles D, Hogg CJ, Le Lec MF, Guhlin J, Santure AW, Steeves TE. Expanding the conservation genomics toolbox: Incorporating structural variants to enhance genomic studies for species of conservation concern. Mol Ecol 2021; 30:5949-5965. [PMID: 34424587 PMCID: PMC9290615 DOI: 10.1111/mec.16141] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 07/28/2021] [Accepted: 08/18/2021] [Indexed: 12/28/2022]
Abstract
Structural variants (SVs) are large rearrangements (>50 bp) within the genome that impact gene function and the content and structure of chromosomes. As a result, SVs are a significant source of functional genomic variation, that is, variation at genomic regions underpinning phenotype differences, that can have large effects on individual and population fitness. While there are increasing opportunities to investigate functional genomic variation in threatened species via single nucleotide polymorphism (SNP) data sets, SVs remain understudied despite their potential influence on fitness traits of conservation interest. In this future-focused Opinion, we contend that characterizing SVs offers the conservation genomics community an exciting opportunity to complement SNP-based approaches to enhance species recovery. We also leverage the existing literature-predominantly in human health, agriculture and ecoevolutionary biology-to identify approaches for readily characterizing SVs and consider how integrating these into the conservation genomics toolbox may transform the way we manage some of the world's most threatened species.
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Affiliation(s)
- Jana Wold
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Klaus-Peter Koepfli
- Smithsonian-Mason School of Conservation, Front Royal, Virginia, USA.,Centre for Species Survival, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, District of Columbia, USA.,Computer Technologies Laboratory, ITMO University, Saint Petersburg, Russia
| | - Stephanie J Galla
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand.,Department of Biological Sciences, Boise State University, Boise, Idaho, USA
| | - David Eccles
- Malaghan Institute of Medical Research, Wellington, New Zealand
| | - Carolyn J Hogg
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Marissa F Le Lec
- Department of Biochemistry, University of Otago, Dunedin, Otago, New Zealand
| | - Joseph Guhlin
- Department of Biochemistry, University of Otago, Dunedin, Otago, New Zealand.,Genomics Aotearoa, Dunedin, Otago, New Zealand
| | - Anna W Santure
- School of Biological Sciences, The University of Auckland, Auckland, New Zealand
| | - Tammy E Steeves
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
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25
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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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26
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Van Dam MH, Cabras AA, Henderson JB, Rominger AJ, Pérez Estrada C, Omer AD, Dudchenko O, Lieberman Aiden E, Lam AW. The Easter Egg Weevil (Pachyrhynchus) genome reveals syntenic patterns in Coleoptera across 200 million years of evolution. PLoS Genet 2021; 17:e1009745. [PMID: 34460814 PMCID: PMC8432895 DOI: 10.1371/journal.pgen.1009745] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 09/10/2021] [Accepted: 07/27/2021] [Indexed: 01/01/2023] Open
Abstract
Patterns of genomic architecture across insects remain largely undocumented or decoupled from a broader phylogenetic context. For instance, it is unknown whether translocation rates differ between insect orders. We address broad scale patterns of genome architecture across Insecta by examining synteny in a phylogenetic framework from open-source insect genomes. To accomplish this, we add a chromosome level genome to a crucial lineage, Coleoptera. Our assembly of the Pachyrhynchus sulphureomaculatus genome is the first chromosome scale genome for the hyperdiverse Phytophaga lineage and currently the largest insect genome assembled to this scale. The genome is significantly larger than those of other weevils, and this increase in size is caused by repetitive elements. Our results also indicate that, among beetles, there are instances of long-lasting (>200 Ma) localization of genes to a particular chromosome with few translocation events. While some chromosomes have a paucity of translocations, intra-chromosomal synteny was almost absent, with gene order thoroughly shuffled along a chromosome. This large amount of reshuffling within chromosomes with few inter-chromosomal events contrasts with patterns seen in mammals in which the chromosomes tend to exchange larger blocks of material more readily. To place our findings in an evolutionary context, we compared syntenic patterns across Insecta in a phylogenetic framework. For the first time, we find that synteny decays at an exponential rate relative to phylogenetic distance. Additionally, there are significant differences in decay rates between insect orders, this pattern was not driven by Lepidoptera alone which has a substantially different rate.
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Affiliation(s)
- Matthew H. Van Dam
- Entomology Department, Institute for Biodiversity Science and Sustainability, California Academy of Sciences, San Francisco, California, United States of America
- Center for Comparative Genomics, Institute for Biodiversity Science and Sustainability, California Academy of Science, San Francisco, California, United States of America
| | - Analyn Anzano Cabras
- Coleoptera Research Center, Institute for Biodiversity and Environment, University of Mindanao, Matina, Davao City, Philippines
| | - James B. Henderson
- Center for Comparative Genomics, Institute for Biodiversity Science and Sustainability, California Academy of Science, San Francisco, California, United States of America
| | - Andrew J. Rominger
- School of Biology and Ecology, University of Maine, Orono, Maine, United States of America
| | - Cynthia Pérez Estrada
- The Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Arina D. Omer
- The Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Olga Dudchenko
- The Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Erez Lieberman Aiden
- The Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Athena W. Lam
- Center for Comparative Genomics, Institute for Biodiversity Science and Sustainability, California Academy of Science, San Francisco, California, United States of America
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27
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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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28
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Cong Q, Shen J, Zhang J, Li W, Kinch LN, Calhoun JV, Warren AD, Grishin NV. Genomics Reveals the Origins of Historical Specimens. Mol Biol Evol 2021; 38:2166-2176. [PMID: 33502509 PMCID: PMC8097301 DOI: 10.1093/molbev/msab013] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Centuries of zoological studies have amassed billions of specimens in collections worldwide. Genomics of these specimens promises to reinvigorate biodiversity research. However, because DNA degrades with age in historical specimens, it is a challenge to obtain genomic data for them and analyze degraded genomes. We developed experimental and computational protocols to overcome these challenges and applied our methods to resolve a series of long-standing controversies involving a group of butterflies. We deduced the geographical origins of several historical specimens of uncertain provenance that are at the heart of these debates. Here, genomics tackles one of the greatest problems in zoology: countless old specimens that serve as irreplaceable embodiments of species concepts cannot be confidently assigned to extant species or population due to the lack of diagnostic morphological features and clear documentation of the collection locality. The ability to determine where they were collected will resolve many on-going disputes. More broadly, we show the utility of applying genomics to historical museum specimens to delineate the boundaries of species and populations, and to hypothesize about genotypic determinants of phenotypic traits.
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Affiliation(s)
- Qian Cong
- Eugene McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jinhui Shen
- Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jing Zhang
- Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Wenlin Li
- Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Lisa N Kinch
- Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - John V Calhoun
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Andrew D Warren
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Nick V Grishin
- Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, USA
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29
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Livraghi L, Hanly JJ, Van Bellghem SM, Montejo-Kovacevich G, van der Heijden ESM, Loh LS, Ren A, Warren IA, Lewis JJ, Concha C, Hebberecht L, Wright CJ, Walker JM, Foley J, Goldberg ZH, Arenas-Castro H, Salazar C, Perry MW, Papa R, Martin A, McMillan WO, Jiggins CD. Cortex cis-regulatory switches establish scale colour identity and pattern diversity in Heliconius. eLife 2021; 10:e68549. [PMID: 34280087 PMCID: PMC8289415 DOI: 10.7554/elife.68549] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/14/2021] [Indexed: 12/14/2022] Open
Abstract
In Heliconius butterflies, wing colour pattern diversity and scale types are controlled by a few genes of large effect that regulate colour pattern switches between morphs and species across a large mimetic radiation. One of these genes, cortex, has been repeatedly associated with colour pattern evolution in butterflies. Here we carried out CRISPR knockouts in multiple Heliconius species and show that cortex is a major determinant of scale cell identity. Chromatin accessibility profiling and introgression scans identified cis-regulatory regions associated with discrete phenotypic switches. CRISPR perturbation of these regions in black hindwing genotypes recreated a yellow bar, revealing their spatially limited activity. In the H. melpomene/timareta lineage, the candidate CRE from yellow-barred phenotype morphs is interrupted by a transposable element, suggesting that cis-regulatory structural variation underlies these mimetic adaptations. Our work shows that cortex functionally controls scale colour fate and that its cis-regulatory regions control a phenotypic switch in a modular and pattern-specific fashion.
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Affiliation(s)
- Luca Livraghi
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
- Smithsonian Tropical Research InstituteGamboaPanama
| | - Joseph J Hanly
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
- Smithsonian Tropical Research InstituteGamboaPanama
- The George Washington University Department of Biological Sciences, Science and Engineering HallWashingtonUnited States
| | - Steven M Van Bellghem
- Department of Biology, Centre for Applied Tropical Ecology and Conservation, University of Puerto RicoRio PiedrasPuerto Rico
| | | | - Eva SM van der Heijden
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
- Smithsonian Tropical Research InstituteGamboaPanama
| | - Ling Sheng Loh
- The George Washington University Department of Biological Sciences, Science and Engineering HallWashingtonUnited States
| | - Anna Ren
- The George Washington University Department of Biological Sciences, Science and Engineering HallWashingtonUnited States
| | - Ian A Warren
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
| | - James J Lewis
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell UniversityIthacaUnited States
| | | | - Laura Hebberecht
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
- Smithsonian Tropical Research InstituteGamboaPanama
| | - Charlotte J Wright
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
| | - Jonah M Walker
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
| | | | - Zachary H Goldberg
- Cell & Developmental Biology, Division of Biological Sciences, UC San DiegoLa JollaUnited States
| | | | - Camilo Salazar
- Biology Program, Faculty of Natural Sciences, Universidad del RosarioBogotáColombia
| | - Michael W Perry
- Cell & Developmental Biology, Division of Biological Sciences, UC San DiegoLa JollaUnited States
| | - Riccardo Papa
- Department of Biology, Centre for Applied Tropical Ecology and Conservation, University of Puerto RicoRio PiedrasPuerto Rico
| | - Arnaud Martin
- The George Washington University Department of Biological Sciences, Science and Engineering HallWashingtonUnited States
| | | | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Downing St.CambridgeUnited Kingdom
- Smithsonian Tropical Research InstituteGamboaPanama
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30
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Zhang L, Steward RA, Wheat CW, Reed RD. High-Quality Genome Assembly and Comprehensive Transcriptome of the Painted Lady Butterfly Vanessa cardui. Genome Biol Evol 2021; 13:evab145. [PMID: 34282459 PMCID: PMC8290113 DOI: 10.1093/gbe/evab145] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2021] [Indexed: 12/13/2022] Open
Abstract
The painted lady butterfly, Vanessa cardui, has the longest migration routes, the widest hostplant diversity, and one of the most complex wing patterns of any insect. Due to minimal culturing requirements, easily characterized wing pattern elements, and technical feasibility of CRISPR/Cas9 genome editing, V. cardui is emerging as a functional genomics model for diverse research programs. Here, we report a high-quality, annotated genome assembly of the V. cardui genome, generated using 84× coverage of PacBio long-read data, which we assembled into 205 contigs with a total length of 425.4 Mb (N50 = 10.3 Mb). The genome was very complete (single-copy complete Benchmarking Universal Single-Copy Orthologs [BUSCO] 97%), with contigs assembled into presumptive chromosomes using synteny analyses. Our annotation used embryonic, larval, and pupal transcriptomes, and 20 transcriptomes across five different wing developmental stages. Gene annotations showed a high level of accuracy and completeness, with 14,437 predicted protein-coding genes. This annotated genome assembly constitutes an important resource for diverse functional genomic studies ranging from the developmental genetic basis of butterfly color pattern, to coevolution with diverse hostplants.
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Affiliation(s)
- Linlin Zhang
- CAS and Shandong Province Key Laboratory of Experimental Marine Biology & Center of Deep Sea Research, Center for Ocean Mega-Science, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
- College of Earth Science, University of Chinese Academy of Sciences, Beijing, China
| | | | | | - Robert D Reed
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
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31
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Lewis JJ, Cicconardi F, Martin SH, Reed RD, Danko CG, Montgomery SH. The Dryas iulia Genome Supports Multiple Gains of a W Chromosome from a B Chromosome in Butterflies. Genome Biol Evol 2021; 13:evab128. [PMID: 34117762 PMCID: PMC8290107 DOI: 10.1093/gbe/evab128] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2021] [Indexed: 12/17/2022] Open
Abstract
In butterflies and moths, which exhibit highly variable sex determination mechanisms, the homogametic Z chromosome is deeply conserved and is featured in many genome assemblies. The evolution and origin of the female W sex chromosome, however, remains mostly unknown. Previous studies have proposed that a ZZ/Z0 sex determination system is ancestral to Lepidoptera, and that W chromosomes may originate from sex-linked B chromosomes. Here, we sequence and assemble the female Dryas iulia genome into 32 highly contiguous ordered and oriented chromosomes, including the Z and W sex chromosomes. We then use sex-specific Hi-C, ATAC-seq, PRO-seq, and whole-genome DNA sequence data sets to test if features of the D. iulia W chromosome are consistent with a hypothesized B chromosome origin. We show that the putative W chromosome displays female-associated DNA sequence, gene expression, and chromatin accessibility to confirm the sex-linked function of the W sequence. In contrast with expectations from studies of homologous sex chromosomes, highly repetitive DNA content on the W chromosome, the sole presence of domesticated repetitive elements in functional DNA, and lack of sequence homology with the Z chromosome or autosomes is most consistent with a B chromosome origin for the W, although it remains challenging to rule out extensive sequence divergence. Synteny analysis of the D. iulia W chromosome with other female lepidopteran genome assemblies shows no homology between W chromosomes and suggests multiple, independent origins of the W chromosome from a B chromosome likely occurred in butterflies.
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Affiliation(s)
- James J Lewis
- Baker Institute for Animal Health, Cornell University, Ithaca, New York, USA
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
| | - Francesco Cicconardi
- School of Biological Sciences, University of Bristol, United Kingdom
- Department of Zoology, University of Cambridge, United Kingdom
| | - Simon H Martin
- Institute of Evolutionary Biology, University of Edinburgh, United Kingdom
| | - Robert D Reed
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
| | - Charles G Danko
- Baker Institute for Animal Health, Cornell University, Ithaca, New York, USA
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32
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Neural divergence and hybrid disruption between ecologically isolated Heliconius butterflies. Proc Natl Acad Sci U S A 2021; 118:2015102118. [PMID: 33547240 DOI: 10.1073/pnas.2015102118] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The importance of behavioral evolution during speciation is well established, but we know little about how this is manifest in sensory and neural systems. A handful of studies have linked specific neural changes to divergence in host or mate preferences associated with speciation. However, the degree to which brains are adapted to local environmental conditions, and whether this contributes to reproductive isolation between close relatives that have diverged in ecology, remains unknown. Here, we examine divergence in brain morphology and neural gene expression between closely related, but ecologically distinct, Heliconius butterflies. Despite ongoing gene flow, sympatric species pairs within the melpomene-cydno complex are consistently separated across a gradient of open to closed forest and decreasing light intensity. By generating quantitative neuroanatomical data for 107 butterflies, we show that Heliconius melpomene and Heliconius cydno clades have substantial shifts in brain morphology across their geographic range, with divergent structures clustered in the visual system. These neuroanatomical differences are mirrored by extensive divergence in neural gene expression. Differences in both neural morphology and gene expression are heritable, exceed expected rates of neutral divergence, and result in intermediate traits in first-generation hybrid offspring. Strong evidence of divergent selection implies local adaptation to distinct selective optima in each parental microhabitat, suggesting the intermediate traits of hybrids are poorly matched to either condition. Neural traits may therefore contribute to coincident barriers to gene flow, thereby helping to facilitate speciation.
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33
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Galarza JA. Comparative transcriptomics of albino and warningly-coloured caterpillars. Ecol Evol 2021; 11:7507-7517. [PMID: 34188830 PMCID: PMC8216890 DOI: 10.1002/ece3.7581] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 03/29/2021] [Accepted: 04/01/2021] [Indexed: 12/23/2022] Open
Abstract
Coloration is perhaps one of the most prominent adaptations for survival and reproduction of many taxa. Coloration is of particular importance for aposematic species, which rely on their coloring and patterning acting as a warning signal to deter predators. Most research has focused on the evolution of warning coloration by natural selection. However, little information is available for color mutants of aposematic species, particularly at the genomic level. Here, I compare the transcriptomes of albino mutant caterpillars of the aposematic wood tiger moth (Arctia plantaginis) to those of their full sibs having their distinctive orange-black warning coloration. The results showed >290 differentially expressed genes genome-wide. Genes involved in the immune system, structural constituents of cuticular, and immunity were mostly downregulated in the albino caterpillars. Surprisingly, higher expression was observed in core melanin genes from albino caterpillars, suggesting that melanin synthesis may be disrupted in terminal ends of the pathway during its final conversion. Taken together, these results suggest that caterpillar albinism may not be due to a depletion of melanin precursor genes. In contrast, the albino condition may result from the combination of faulty melanin conversion late in its synthesis and structural deficiencies in the cuticular preventing its deposition. The results are discussed in the context of how albinism may impact individuals of aposematic species in the wild.
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Affiliation(s)
- Juan A. Galarza
- Dpartment of Biological and Environmental ScienceUniversity of JyväskyläJyväskyläFinland
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34
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Zhang J, Cong Q, Shen J, Opler PA, Grishin NV. Genomics-guided refinement of butterfly taxonomy. THE TAXONOMIC REPORT OF THE INTERNATIONAL LEPIDOPTERA SURVEY 2021; 9:3. [PMID: 35098146 PMCID: PMC8794009 DOI: 10.5281/zenodo.5630311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Continuing with comparative genomic exploration of worldwide butterfly fauna, we use all protein-coding genes as they are retrieved from the whole genome shotgun sequences for phylogeny construction. Analysis of these genome-scale phylogenies projected onto the taxonomic classification and the knowledge about butterfly phenotypes suggests further refinements of butterfly taxonomy that are presented here. As a general rule, we assign most prominent clades of similar genetic differentiation to the same taxonomic rank, and use criteria based on relative population diversification and the extent of gene exchange for species delimitation. As a result, 7 tribes, 4 subtribes, 14 genera, and 9 subgenera are proposed as new, i.e., in subfamily Pierinae Swainson, 1820: Calopierini Grishin, trib. n. (type genus Calopieris Aurivillius, 1898); in subfamily Riodininae Grote, 1895: Callistiumini Grishin, trib. n. (type genus Callistium Stichel, 1911); in subfamily Nymphalinae Rafinesque, 1815: Pycinini Grishin, trib. n. (type genus Pycina Doubleday 1849), Rhinopalpini Grishin, trib. n. (type genus Rhinopalpa C. & R. Felder 1860), Kallimoidini Grishin, trib. n. (type genus Kallimoides Shirôzu & Nakanishi 1984), Vanessulini Grishin, trib. n. (type genus Vanessula Dewitz 1887), and Doleschalliaini Grishin, trib. n. (type genus Doleschallia C. & R. Felder 1860); in tribe Mesosemiini Bates, 1859: Eunogyrina Grishin, subtrib. n. (type genus Eunogyra Westwood, 1851); in tribe Satyrini Boisduval, 1833: Callerebiina Grishin, subtrib. n. (type genus Callerebia Butler, 1867), Gyrocheilina Grishin, subtrib. n. (type genus Gyrocheilus Butler, 1867), and Calistina Grishin, subtrib. n. (type genus Calisto Hübner, [1823]); in subfamily Euselasiinae Kirby, 1871: Pelolasia Grishin, gen. n. (type species Eurygona pelor Hewitson, [1853]), Myselasia Grishin, gen. n. (type species Eurygona mys Herrich-Schäffer, [1853]), Eurylasia Grishin, gen. n. (type species Eurygona euryone Hewitson, 1856), Maculasia Grishin, gen. n. (type species Euselasia albomaculiga Callaghan, 1999), and Eugelasia Grishin, gen. n. (type species Eurygona eugeon Hewitson, 1856); in subtribe Mesosemiina Bates, 1859: Ectosemia Grishin, gen. n. (type species Papilio eumene Cramer, 1776) and Endosemia Grishin, gen. n. (type species Papilio ulrica Cramer, 1777); in tribe Symmachiini Reuter, 1896: Tigria Grishin, gen. n. (type species Mesene xypete Hewitson, 1870) and Asymma Grishin, gen. n. (type species Symmachia virgatula Stichel, 1910); in tribe Riodinini Grote, 1895: Putridivora Grishin, gen. n. (type species Charis argyrea Bates, 1868), Chadia Grishin, gen. n. (type species Charis cadytis Hewitson, 1866), Inkana Grishin, gen. n. (type species Charis incoides Schaus, 1902), and Oco Grishin, gen. n. (type species Symmachia ocellata Hewitson, 1867); in subtribe Zabuellina Seraphim, Freitas & Kaminski, 2018: Teenie Grishin, gen. n. (type species Calydna tinea Bates, 1868); Boreographium Grishin, subgen. n. (type species Papilio marcellus Cramer, 1777, parent genus Eurytides Hübner, [1821]), Esperourus Grishin, subgen. n. (type species Papilio esperanza Beutelspacher, 1975, parent genus Pterourus Scopoli, 1777), Hyppasonia Grishin, subgen. n. (type species Papilio hyppason Cramer, 1775, parent genus Heraclides Hübner, [1819]), Sisymbria Grishin, subgen. n. (type species Pieris sisymbrii Boisduval, 1852, parent genus Pontia [Fabricius], 1807), Greenie Grishin, subgen. n. (type species Thecla sheridonii [sic] Edwards, 1877, parent genus Callophrys Billberg, 1820), Magda Grishin, subgen. n. (type species Erebia magdalena Strecker, 1880, parent genus Erebia Dalman, 1816), and in genus Eresia Boisduval, 1836: Notilia Grishin, subgen. n. (type species Eresia orthia Hewitson, 1864), Levinata Grishin, subgen. n. (type species Eresia levina Hewitson, 1872), and Ithra Grishin, subgen. n. (type species Phyciodes ithra Kirby, 1900). Furthermore, we resurrect 6 genera, change the rank of 36 currently used genera to subgenus, synonymize 3 subtribes, 42 genera or subgenera, assign 3 genera to tribes and subtribes, and transfer 34 additional species to genera different from those these taxa are presently assigned to, present evidence to support 7 taxa as species instead of subspecies, and 1 taxon as a subspecies instead of species. Namely, the following taxa are valid genera: Terias Swainson, 1821 (not in Eurema Hübner, [1819]), Erythia Hübner, [1819] and Marmessus Hübner, [1819] (not in Euselasia Hübner, [1819]), Eucorna Strand, 1932 (not in Voltinia Stichel, 1910), Cremna Doubleday, 1847 (not in Napaea Hübner, [1819]), and Hallonympha Penz & DeVries, 2006 (not in Zabuella Stichel, 1911). The following taxa are best treated as subgenera: Zegris Boisduval, 1836 of Anthocharis Boisduval, Rambur, [Duménil] & Graslin, [1833]; Baltia Moore, 1878 and Pontieuchloia Verity, 1929 of Pontia [Fabricius], 1807; Phrissura Butler, 1870 of Appias Hübner, [1819]; Saletara Distant, 1885 of Catophaga Hübner, 1819; Leodonta Butler, 1870 of Pereute Herrich-Schäffer, 1867; Takashia M. Okano & T. Okano, 1985 of Polycaena Staudinger, 1886; Corrachia Schaus, 1913 of Styx Staudinger, 1876; Ionotus Hall, 2005 and Voltinia Stichel, 1910 of Cremna Doubleday, 1847; Hermathena Hewitson, 1874 of Ithomiola C. & R. Felder, 1865; Lucillella Strand, 1932 of Esthemopsis C. & R. Felder, 1865; Mesenopsis Godman & Salvin, 1886 and Xenandra C. & R. Felder, 1865 of Symmachia Hübner, [1819]; Pirascca J. Hall & Willmott, 1996 of Pterographium Stichel, 1910; Imelda Hewitson, 1870 of Echenais Hübner, [1819]; Calicosama J. Hall & Harvey, 2001 of Behemothia Hall, 2000; Polygrapha Staudinger, 1887 and Fountainea Rydon, 1971 of Anaea Hübner, [1819]; Siderone Hübner, [1823] and Phantos Dias, 2018 of Zaretis Hübner, [1819]; Harsiesis Fruhstorfer, 1911 of Platypthima Rothschild & Jordan, 1905; Vila Kirby, 1871 of Biblis Fabricius, 1807; Diaethria Billberg, 1820 and Perisama Doubleday, 1849 of Callicore Hübner, [1819]; Antigonis C. Felder, 1861 of Haematera Doubleday, 1849; Asterope Hübner, [1819], Nica Hübner, [1826], Peria Kirby, 1871, and Callicorina Smart, 1976 of Temenis Hübner, [1819]; Anthanassa Scudder, 1875, Castilia Higgins, 1981, Telenassa Higgins, 1981, Dagon Higgins, 1981, and Janatella Higgins, 1981 of Eresia Boisduval, 1836; and Wallengrenia Berg, 1897 of Polites Scudder, 1872. The following taxa are junior subjective synonyms: Maniolina Grote, 1897 of Erebiina Tutt, 1896; Melanargiina Wheeler, 1903 of Satyrina Boisduval, 1833; Phyciodina Higgins, 1981 of Melitaeina Herrich-Schäffer, 1843; Cunizza Grote, 1900 of Hesperocharis C. Felder, 1862; Reliquia Ackery, 1975 of Pontia [Fabricius], 1807; Tatochila A. Butler, 1870, Piercolias Staudinger, 1894, Hypsochila Ureta, 1955, Theochila W. D. Field, 1958, Pierphulia W. D. Field, 1958, and Infraphulia W. D. Field, 1958 of Phulia Herrich-Schäffer, 1867; Mesapia Gray, 1856 of Aporia Hübner, [1819]; Catasticta Butler, 1870 of Archonias Hübner, 1827; Sandia Clench & P. Ehrlich, 1960 andXamia Clench, 1961 of Incisalia Scudder, 1872; Hades Westwood, 1851 of Methone Doubleday, 1847; Semomesia Westwood, 1851, Mesophthalma Westwood, 1851, Perophthalma Westwood, 1851 and Leucochimona Stichel, 1909 of Mesosemia Hübner, [1819], Xynias Hewitson, 1874 of Mesenopsis Godman & Salvin, 1886; Stichelia J. Zikán, 1949 of Symmachia Hübner, [1819]; Chimastrum Godman & Salvin, 1886 of Mesene Doubleday, 1847; Alethea Nielsen & Salazar, [2018] of Pirascca J. Hall & Willmott, 1996; Panaropsis J. Hall, 2002 of Pterographium Stichel, 1910; Comphotis Stichel, 1910 of Phaenochitonia Stichel, 1910; Colaciticus Stichel, 1910 of Baeotis Hübner, [1819]; Nahida Kirby, 1871 of Ithomeis Bates, 1862; Machaya Hall & Willmott, 1995 of Pachythone Bates, 1868; Percnodaimon Butler, 1876 and Erebiola Fereday, 1879 of Argyrophenga Doubleday, 1845; Hestinalis Bryk, 1938 of Mimathyma Moore, 1896; Catacore Dillon, 1948 of Diaethria Billberg, 1820; Mesotaenia Kirby, 1871 and Orophila Staudinger, 1886 of Perisama Doubleday, 1849; Paulogramma Dillon, 1948 of Catagramma Boisduval, 1836; Panacea Godman & Salvin, 1883 of Batesia C. Felder & R. Felder, 1862; Napeocles Bates, 1864 of Siproeta Hübner, [1823]; Texola Higgins, 1959 and Dymasia Higgins, 1960 of Microtia H. Bates, 1864; Tisona Higgins, 1981 of Ortilia Higgins, 1981; Abananote Potts, 1943 and Altinote Potts, 1943 of Actinote Hübner, [1819]; Episcada Godman & Salvin, 1879 of Ceratinia Hübner, 1816; and Appia Evans, 1955 of Pompeius Evans, 1955. The following genera are placed in taxonomic hierarchy: Prestonia Schaus, 1920 belongs to Euremini Grote, 1898; Petrocerus Callaghan, 1979 belongs to Theopina Clench, 1955; and Paralasa Moore, 1893 belongs to Ypthimina Reuter, 1896. The following taxa are distinct species rather than subspecies (of species shown in parenthesis): Pyrisitia westwoodii (Boisduval, 1836) (not Pyrisitia dina (Poey, 1832)), Biblis aganisa Boisduval, 1836 (not Biblis hyperia (Cramer, 1779)), Phystis variegata (Röber, 1913) and Phystis pratti (A. Hall, 1935) (not Phystis simois (Hewitson, 1864)), Phocides batabano (Lucas, 1857) and Phocides bicolora (Boddaert, 1783) (not Phocides pigmalion (Cramer, 1779)), Lobotractus mysie (Dyar, 1904) (not Lobotractus valeriana (Plötz, 1881)). Nahida coenoides (Hewitson, 1870) is conspecific with Ithomeis aurantiaca H. Bates, 1862. Additional new and revised combinations are: Teriocolias deva (E. Doubleday, 1847), Teriocolias reticulata (A. Butler, 1871), Hesperocharis leucothea (Molina, 1782), Methone euploea (Hewitson, [1855]), Methone eucerus (Hewitson, 1872), Methone hypophaea (Godman & Salvin, 1878), Methone eubule (R. Felder, 1869), Methone onorata (Hewitson, 1869), Methone authe (Godman, 1903), Methone dolichos (Staudinger, [1887]), Methone baucis (Stichel, 1919), Methone eucrates (Hewitson, 1872), Napaea danforthi A. Warren & Opler, 1999, Napaea dramba (J. Hall, Robbins & Harvey, 2004), Napaea sanarita (Schaus, 1902), Napaea agroeca Stichel, 1910, Napaea tumbesia J. Hall & Lamas, 2001, Napaea umbra (Boisduval, 1870), Napaea phryxe (C. & R. Felder, 1865), Napaea cebrenia (Hewitson, [1873]), Napaea loxicha (R.G. Maza & J. Maza, 2016), Napaea maya (J. Maza & Lamas, 2016), Napaea necaxa (R.G. Maza & J. Maza, 2018), Napaea totonaca (R.G. Maza & J. Maza, 2016), Mesene aeolia (Bates, 1868), Pterographium hypochloris (Bates, 1868), Phaenochitonia florus (Fabricius, 1793), Ourocnemis carausius (Westwood, 1851), Ourocnemis principalis (Hopffer, 1874), Ourocnemis renaldus (Stoll, 1790), and Ourocnemis aerosus (Stichel, 1924), Hallonympha maculosa (Bates, 1868), Exoplisia aphanis (Stichel, 1910), Phystis fontus (A. Hall, 1928), Phocides batabano okeechobee (Worthington, 1881), and Phocides batabano batabanoides (W. Holland, 1902). Finally, we confirm the combination Zabuella castanea (Prittwitz, 1865) and find Pyrgus centaureae dzekh Gorbunov, 2007 as a new subspecies for North America.
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Affiliation(s)
- Jing Zhang
- Department of Biophysics, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
- Department of Biochemistry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
| | - Qian Cong
- Department of Biophysics, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
- Department of Eugene McDermott Center for Human Growth & Development, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
| | - Jinhui Shen
- Department of Biophysics, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
- Department of Biochemistry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
| | - Paul A. Opler
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO 80523-1177, USA
| | - Nick V. Grishin
- Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
- Department of Biophysics, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
- Department of Biochemistry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-9050, USA
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35
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Boman J, Mugal CF, Backström N. The Effects of GC-Biased Gene Conversion on Patterns of Genetic Diversity among and across Butterfly Genomes. Genome Biol Evol 2021; 13:evab064. [PMID: 33760095 PMCID: PMC8175052 DOI: 10.1093/gbe/evab064] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/22/2021] [Indexed: 12/28/2022] Open
Abstract
Recombination reshuffles the alleles of a population through crossover and gene conversion. These mechanisms have considerable consequences on the evolution and maintenance of genetic diversity. Crossover, for example, can increase genetic diversity by breaking the linkage between selected and nearby neutral variants. Bias in favor of G or C alleles during gene conversion may instead promote the fixation of one allele over the other, thus decreasing diversity. Mutation bias from G or C to A and T opposes GC-biased gene conversion (gBGC). Less recognized is that these two processes may-when balanced-promote genetic diversity. Here, we investigate how gBGC and mutation bias shape genetic diversity patterns in wood white butterflies (Leptidea sp.). This constitutes the first in-depth investigation of gBGC in butterflies. Using 60 resequenced genomes from six populations of three species, we find substantial variation in the strength of gBGC across lineages. When modeling the balance of gBGC and mutation bias and comparing analytical results with empirical data, we reject gBGC as the main determinant of genetic diversity in these butterfly species. As alternatives, we consider linked selection and GC content. We find evidence that high values of both reduce diversity. We also show that the joint effects of gBGC and mutation bias can give rise to a diversity pattern which resembles the signature of linked selection. Consequently, gBGC should be considered when interpreting the effects of linked selection on levels of genetic diversity.
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Affiliation(s)
- Jesper Boman
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Sweden
| | - Carina F Mugal
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Sweden
| | - Niclas Backström
- Evolutionary Biology Program, Department of Ecology and Genetics (IEG), Uppsala University, Sweden
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36
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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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37
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Van Belleghem SM, Lewis JJ, Rivera ES, Papa R. Heliconius butterflies: a window into the evolution and development of diversity. Curr Opin Genet Dev 2021; 69:72-81. [PMID: 33714874 DOI: 10.1016/j.gde.2021.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/14/2021] [Accepted: 01/25/2021] [Indexed: 10/21/2022]
Abstract
Butterflies have become prominent models for studying the evolution and development of phenotypic variation. In Heliconius, extraordinary within species divergence and between species convergence in wing color patterns has driven decades of comparative genetic studies. However, connecting genetic patterns of diversification to the molecular mechanisms of adaptation has remained elusive. Recent studies are bridging this gap between genome and function and have driven substantial advances in deciphering the genetic architecture of diversification in Heliconius. While only a handful of large-effect genes were initially identified in the diversification of Heliconius color patterns, recent experiments have begun to unravel the underlying gene regulatory networks and how these have evolved. These results reveal an evolutionary story of many interacting loci and partly independent genetic architectures that underlie convergent evolution.
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Affiliation(s)
| | - James J Lewis
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA; Baker Institute for Animal Health, Cornell University, Ithaca, NY, USA
| | - Edgardo S Rivera
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan, Puerto Rico; Chairs of Biomaterials, University of Bayreuth, Bayreuth, Bayern, Germany
| | - Riccardo Papa
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan, Puerto Rico; Molecular Sciences and Research Center, University of Puerto Rico, San Juan, Puerto Rico.
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38
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Mathers TC, Wouters RHM, Mugford ST, Swarbreck D, van Oosterhout C, Hogenhout SA. Chromosome-Scale Genome Assemblies of Aphids Reveal Extensively Rearranged Autosomes and Long-Term Conservation of the X Chromosome. Mol Biol Evol 2021; 38:856-875. [PMID: 32966576 PMCID: PMC7947777 DOI: 10.1093/molbev/msaa246] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Chromosome rearrangements are arguably the most dramatic type of mutations, often leading to rapid evolution and speciation. However, chromosome dynamics have only been studied at the sequence level in a small number of model systems. In insects, Diptera and Lepidoptera have conserved genome structure at the scale of whole chromosomes or chromosome arms. Whether this reflects the diversity of insect genome evolution is questionable given that many species exhibit rapid karyotype evolution. Here, we investigate chromosome evolution in aphids-an important group of hemipteran plant pests-using newly generated chromosome-scale genome assemblies of the green peach aphid (Myzus persicae) and the pea aphid (Acyrthosiphon pisum), and a previously published assembly of the corn-leaf aphid (Rhopalosiphum maidis). We find that aphid autosomes have undergone dramatic reorganization over the last 30 My, to the extent that chromosome homology cannot be determined between aphids from the tribes Macrosiphini (Myzus persicae and Acyrthosiphon pisum) and Aphidini (Rhopalosiphum maidis). In contrast, gene content of the aphid sex (X) chromosome remained unchanged despite rapid sequence evolution, low gene expression, and high transposable element load. To test whether rapid evolution of genome structure is a hallmark of Hemiptera, we compared our aphid assemblies with chromosome-scale assemblies of two blood-feeding Hemiptera (Rhodnius prolixus and Triatoma rubrofasciata). Despite being more diverged, the blood-feeding hemipterans have conserved synteny. The exceptional rate of structural evolution of aphid autosomes renders them an important emerging model system for studying the role of large-scale genome rearrangements in evolution.
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Affiliation(s)
- Thomas C Mathers
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, United Kingdom
| | - Roland H M Wouters
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, United Kingdom
| | - Sam T Mugford
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, United Kingdom
| | - David Swarbreck
- Earlham Institute, Norwich Research Park, Norwich, United Kingdom
| | - Cock van Oosterhout
- School of Environmental Sciences, University of East Anglia, Norwich, United Kingdom
| | - Saskia A Hogenhout
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, United Kingdom
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39
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Mutation load at a mimicry supergene sheds new light on the evolution of inversion polymorphisms. Nat Genet 2021; 53:288-293. [PMID: 33495598 DOI: 10.1038/s41588-020-00771-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 12/21/2020] [Indexed: 01/30/2023]
Abstract
Chromosomal inversions are ubiquitous in genomes and often coordinate complex phenotypes, such as the covariation of behavior and morphology in many birds, fishes, insects or mammals1-11. However, why and how inversions become associated with polymorphic traits remains obscure. Here we show that despite a strong selective advantage when they form, inversions accumulate recessive deleterious mutations that generate frequency-dependent selection and promote their maintenance at intermediate frequency. Combining genomics and in vivo fitness analyses in a model butterfly for wing-pattern polymorphism, Heliconius numata, we reveal that three ecologically advantageous inversions have built up a heavy mutational load from the sequential accumulation of deleterious mutations and transposable elements. Inversions associate with sharply reduced viability when homozygous, which prevents them from replacing ancestral chromosome arrangements. Our results suggest that other complex polymorphisms, rather than representing adaptations to competing ecological optima, could evolve because chromosomal rearrangements are intrinsically prone to carrying recessive harmful mutations.
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40
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Darragh K, Orteu A, Black D, Byers KJRP, Szczerbowski D, Warren IA, Rastas P, Pinharanda A, Davey JW, Fernanda Garza S, Abondano Almeida D, Merrill RM, McMillan WO, Schulz S, Jiggins CD. A novel terpene synthase controls differences in anti-aphrodisiac pheromone production between closely related Heliconius butterflies. PLoS Biol 2021; 19:e3001022. [PMID: 33465061 PMCID: PMC7815096 DOI: 10.1371/journal.pbio.3001022] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 11/30/2020] [Indexed: 02/07/2023] Open
Abstract
Plants and insects often use the same compounds for chemical communication, but not much is known about the genetics of convergent evolution of chemical signals. The terpene (E)-β-ocimene is a common component of floral scent and is also used by the butterfly Heliconius melpomene as an anti-aphrodisiac pheromone. While the biosynthesis of terpenes has been described in plants and microorganisms, few terpene synthases (TPSs) have been identified in insects. Here, we study the recent divergence of 2 species, H. melpomene and Heliconius cydno, which differ in the presence of (E)-β-ocimene; combining linkage mapping, gene expression, and functional analyses, we identify 2 novel TPSs. Furthermore, we demonstrate that one, HmelOS, is able to synthesise (E)-β-ocimene in vitro. We find no evidence for TPS activity in HcydOS (HmelOS ortholog of H. cydno), suggesting that the loss of (E)-β-ocimene in this species is the result of coding, not regulatory, differences. The TPS enzymes we discovered are unrelated to previously described plant and insect TPSs, demonstrating that chemical convergence has independent evolutionary origins. Plants and insects often use the same compounds for chemical communication, but little is known about the convergent evolution of such chemical signals. This study identifies a novel terpene synthase involved in production of an anti-aphrodisiac pheromone by the butterfly Heliconius melpomene. This enzyme is unrelated to other insect terpene synthases, providing evidence that the ability to synthesise terpenes has arisen multiple times independently within the insects.
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Affiliation(s)
- Kathy Darragh
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
- Smithsonian Tropical Research Institute, Panamá, Panamá
- * E-mail:
| | - Anna Orteu
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - Daniella Black
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
- School of Biology, University of St Andrews, St Andrews, United Kingdom
| | - Kelsey J. R. P. Byers
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
- Smithsonian Tropical Research Institute, Panamá, Panamá
| | - Daiane Szczerbowski
- Institute of Organic Chemistry, Department of Life Sciences, Technische Universität Braunschweig, Braunschweig, Germany
| | - Ian A. Warren
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - Pasi Rastas
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Ana Pinharanda
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | - John W. Davey
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
| | | | | | - Richard M. Merrill
- Smithsonian Tropical Research Institute, Panamá, Panamá
- Division of Evolutionary Biology, Ludwig-Maximilians-Universität München, Munich, Germany
| | | | - Stefan Schulz
- Institute of Organic Chemistry, Department of Life Sciences, Technische Universität Braunschweig, Braunschweig, Germany
| | - Chris D. Jiggins
- Department of Zoology, University of Cambridge, Cambridge, United Kingdom
- Smithsonian Tropical Research Institute, Panamá, Panamá
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41
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van der Burg KRL, Lewis JJ, Brack BJ, Fandino RA, Mazo-Vargas A, Reed RD. Genomic architecture of a genetically assimilated seasonal color pattern. Science 2020; 370:721-725. [DOI: 10.1126/science.aaz3017] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 06/16/2020] [Accepted: 10/01/2020] [Indexed: 12/31/2022]
Affiliation(s)
| | - James J. Lewis
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
- Baker Institute for Animal Health, Cornell University, Ithaca, NY, USA
| | - Benjamin J. Brack
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Richard A. Fandino
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Anyi Mazo-Vargas
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Robert D. Reed
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
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Morris J, Hanly JJ, Martin SH, Van Belleghem SM, Salazar C, Jiggins CD, Dasmahapatra KK. Deep Convergence, Shared Ancestry, and Evolutionary Novelty in the Genetic Architecture of Heliconius Mimicry. Genetics 2020; 216:765-780. [PMID: 32883703 PMCID: PMC7648585 DOI: 10.1534/genetics.120.303611] [Citation(s) in RCA: 8] [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: 03/05/2020] [Accepted: 08/25/2020] [Indexed: 01/31/2023] Open
Abstract
Convergent evolution can occur through different genetic mechanisms in different species. It is now clear that convergence at the genetic level is also widespread, and can be caused by either (i) parallel genetic evolution, where independently evolved convergent mutations arise in different populations or species, or (ii) collateral evolution in which shared ancestry results from either ancestral polymorphism or introgression among taxa. The adaptive radiation of Heliconius butterflies shows color pattern variation within species, as well as mimetic convergence between species. Using comparisons from across multiple hybrid zones, we use signals of shared ancestry to identify and refine multiple putative regulatory elements in Heliconius melpomene and its comimics, Heliconius elevatus and Heliconius besckei, around three known major color patterning genes: optix, WntA, and cortex While we find that convergence between H. melpomene and H. elevatus is caused by a complex history of collateral evolution via introgression in the Amazon, convergence between these species in the Guianas appears to have evolved independently. Thus, we find adaptive convergent genetic evolution to be a key driver of regulatory changes that lead to rapid phenotypic changes. Furthermore, we uncover evidence of parallel genetic evolution at some loci around optix and WntA in H. melpomene and its distant comimic Heliconius erato Ultimately, we show that all three of convergence, conservation, and novelty underlie the modular architecture of Heliconius color pattern mimicry.
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Affiliation(s)
- Jake Morris
- Department of Biology, University of York, Heslington YO10 5DD, United Kingdom
| | - Joseph J Hanly
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, United Kingdom
| | - Simon H Martin
- Institute of Evolutionary Biology, The University of Edinburgh, Ashworth Laboratories, Edinburgh EH9 3FL, United Kingdom
| | - Steven M Van Belleghem
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, United Kingdom
| | - Camilo Salazar
- Biology Program, Faculty of Natural Sciences, Universidad del Rosario, Bogotá 111221, Colombia
| | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, United Kingdom
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Borges dos Santos L, Paulo Gomes Viana J, José Biasotto Francischini F, Victoria Fogliata S, L. Joyce A, Pereira de Souza A, Gabriela Murúa M, J. Clough S, Imaculada Zucchi M. A first draft genome of the Sugarcane borer, Diatraea saccharalis. F1000Res 2020. [DOI: 10.12688/f1000research.26614.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: The sugarcane borer (Diatraea saccharalis), a widely distributed moth throughout the Americas, is a pest that affects economically important crops such as sugarcane, sorghum, wheat, maize and rice. Given its significant impact on yield reduction, whole-genome information of the species is needed. Here, we report the first draft assembly of the D. saccharalis genome. Methods: The genomic sequences were obtained using the Illumina HiSeq 2500 whole-genome sequencing of a single adult male specimen. We assembled the short-reads using the SPAdes software and predicted protein-coding genes using MAKER. Genome assembly completeness was assessed through BUSCO and the repetitive content by RepeatMasker. Results: The 453 Mb assembled sequences contain 1,445 BUSCO gene orthologs and 1,161 predicted gene models identified based on homology evidence to the domestic silk moth, Bombyx mori. The repeat content composes 41.18% of the genomic sequences which is in the range of other lepidopteran species. Conclusions: Functional annotation reveals that predicted gene models are involved in important cellular mechanisms such as metabolic pathways and protein synthesis. Thus, the data generated in this study expands our knowledge on the genomic characteristics of this devastating pest and provides essential resources for future genetic studies of the species.
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Cong Q, Zhang J, Shen J, Cao X, Brévignon C, Grishin NV. Speciation in North American Junonia from a genomic perspective. SYSTEMATIC ENTOMOLOGY 2020; 45:803-837. [PMID: 34744257 PMCID: PMC8570557 DOI: 10.1111/syen.12428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Delineating species boundaries in phylogenetic groups undergoing recent radiation is a daunting challenge akin to discretizing continuity. Here, we propose a general approach exemplified by American butterflies from the genus Junonia Hübner notorious for the variety of similar phenotypes, ease of hybridization, and the lack of consensus about their classification. We obtain whole-genome shotgun sequences of about 200 specimens. We reason that discreteness emerges from continuity by means of a small number of key players, and search for the proteins that diverged markedly between sympatric populations of different species, while keeping low polymorphism within these species. Being 0.25% of the total number, these three dozen 'speciation' proteins indeed partition pairs of Junonia populations into two clusters with a prominent break in between, while all proteins taken together fail to reveal this discontinuity. Populations with larger divergence from each other, comparable to that between two sympatric species, form the first cluster and correspond to different species. The other cluster is characterized by smaller divergence, similar to that between allopatric populations of the same species and comprise conspecific pairs. Using this method, we conclude that J. genoveva (Cramer), J. litoralis Brévignon, J. evarete (Cramer), and J. divaricata C. & R. Felder are restricted to South America. We find that six species of Junonia are present in the United States, one of which is new: Junonia stemosa Grishin, sp.n. (i), found in south Texas and phenotypically closest to J. nigrosuffusa W. Barnes & McDunnough (ii) in its dark appearance. In the pale nudum of the antennal club, these two species resemble J. zonalis C. & R. Felder (iii) from Florida and the Caribbean Islands. The pair of sister species, J. grisea Austin & J. Emmel (iv) and J. coenia Hübner (v), represent the classic west/east U.S.A. split. The mangrove feeder (as caterpillar), dark nudum J. neildi Brévignon (vi) enters south Texas as a new subspecies Junonia neildi varia Grishin ssp.n. characterized by more extensive hybridization with and introgression from J. coenia, and, as a consequence, more variable wing patterns compared with the nominal J. n. neildi in Florida. Furthermore, a new mangrove-feeding species from the Pacific Coast of Mexico is described as Junonia pacoma Grishin sp.n. Finally, genomic analysis suggests that J. nigrosuffusa may be a hybrid species formed by the ancestors of J. grisea and J. stemosa sp.n.
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Affiliation(s)
- Qian Cong
- Departments of Biophysics and Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
| | - Jing Zhang
- Departments of Biophysics and Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
| | - Jinhui Shen
- Departments of Biophysics and Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
| | - Xiaolong Cao
- Departments of Biophysics and Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
| | - Christian Brévignon
- Villa A7 Rochambeau, Matoury, French Guiana, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
| | - Nick V Grishin
- Departments of Biophysics and Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
- Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, U.S.A
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Rossi M, Hausmann AE, Thurman TJ, Montgomery SH, Papa R, Jiggins CD, McMillan WO, Merrill RM. Visual mate preference evolution during butterfly speciation is linked to neural processing genes. Nat Commun 2020; 11:4763. [PMID: 32958765 PMCID: PMC7506007 DOI: 10.1038/s41467-020-18609-z] [Citation(s) in RCA: 20] [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] [Received: 04/02/2020] [Accepted: 08/26/2020] [Indexed: 02/06/2023] Open
Abstract
Many animal species remain separate not because their individuals fail to produce viable hybrids but because they "choose" not to mate. However, we still know very little of the genetic mechanisms underlying changes in these mate preference behaviours. Heliconius butterflies display bright warning patterns, which they also use to recognize conspecifics. Here, we couple QTL for divergence in visual preference behaviours with population genomic and gene expression analyses of neural tissue (central brain, optic lobes and ommatidia) across development in two sympatric Heliconius species. Within a region containing 200 genes, we identify five genes that are strongly associated with divergent visual preferences. Three of these have previously been implicated in key components of neural signalling (specifically an ionotropic glutamate receptor and two regucalcins), and overall our candidates suggest shifts in behaviour involve changes in visual integration or processing. This would allow preference evolution without altering perception of the wider environment.
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Affiliation(s)
- Matteo Rossi
- Division of Evolutionary Biology, LMU, Munich, Germany.
- Smithsonian Tropical Research Institute, Panama City, Panama.
| | | | - Timothy J Thurman
- Smithsonian Tropical Research Institute, Panama City, Panama
- Division of Biological Sciences, University of Montana, Montana, USA
| | | | - Riccardo Papa
- Smithsonian Tropical Research Institute, Panama City, Panama
- Department of Biology, University of Puerto Rico, San Juan, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Chris D Jiggins
- Smithsonian Tropical Research Institute, Panama City, Panama
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - W Owen McMillan
- Smithsonian Tropical Research Institute, Panama City, Panama
| | - Richard M Merrill
- Division of Evolutionary Biology, LMU, Munich, Germany.
- Smithsonian Tropical Research Institute, Panama City, Panama.
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46
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Yen EC, McCarthy SA, Galarza JA, Generalovic TN, Pelan S, Nguyen P, Meier JI, Warren IA, Mappes J, Durbin R, Jiggins CD. A haplotype-resolved, de novo genome assembly for the wood tiger moth (Arctia plantaginis) through trio binning. Gigascience 2020; 9:giaa088. [PMID: 32808665 PMCID: PMC7433188 DOI: 10.1093/gigascience/giaa088] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 07/03/2020] [Accepted: 07/27/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Diploid genome assembly is typically impeded by heterozygosity because it introduces errors when haplotypes are collapsed into a consensus sequence. Trio binning offers an innovative solution that exploits heterozygosity for assembly. Short, parental reads are used to assign parental origin to long reads from their F1 offspring before assembly, enabling complete haplotype resolution. Trio binning could therefore provide an effective strategy for assembling highly heterozygous genomes, which are traditionally problematic, such as insect genomes. This includes the wood tiger moth (Arctia plantaginis), which is an evolutionary study system for warning colour polymorphism. FINDINGS We produced a high-quality, haplotype-resolved assembly for Arctia plantaginis through trio binning. We sequenced a same-species family (F1 heterozygosity ∼1.9%) and used parental Illumina reads to bin 99.98% of offspring Pacific Biosciences reads by parental origin, before assembling each haplotype separately and scaffolding with 10X linked reads. Both assemblies are contiguous (mean scaffold N50: 8.2 Mb) and complete (mean BUSCO completeness: 97.3%), with annotations and 31 chromosomes identified through karyotyping. We used the assembly to analyse genome-wide population structure and relationships between 40 wild resequenced individuals from 5 populations across Europe, revealing the Georgian population as the most genetically differentiated with the lowest genetic diversity. CONCLUSIONS We present the first invertebrate genome to be assembled via trio binning. This assembly is one of the highest quality genomes available for Lepidoptera, supporting trio binning as a potent strategy for assembling heterozygous genomes. Using our assembly, we provide genomic insights into the geographic population structure of A. plantaginis.
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Affiliation(s)
- Eugenie C Yen
- Department of Zoology, University of Cambridge, Downing
Street, Cambridge CB2 3EJ, UK
| | - Shane A McCarthy
- Department of Genetics, University of Cambridge, Downing
Street, Cambridge CB2 3EH, UK
- Wellcome Sanger Institute, Wellcome Trust Genome Campus,
Hinxton, Saffron Walden CB10 1SA, UK
| | - Juan A Galarza
- Department of Biological and Environmental Science, University of
Jyväskylä, FI-40014 Jyväskylä, Finland
| | - Tomas N Generalovic
- Department of Zoology, University of Cambridge, Downing
Street, Cambridge CB2 3EJ, UK
| | - Sarah Pelan
- Wellcome Sanger Institute, Wellcome Trust Genome Campus,
Hinxton, Saffron Walden CB10 1SA, UK
| | - Petr Nguyen
- Biology Centre of the Czech Academy of Sciences, Institute of
Entomology, Branišovská 1160/31, 370 05 České Budějovice, Czech
Republic
- University of South Bohemia, Faculty of Science, Branišovská
1645/31A, 370 05 České Budějovice, Czech Republic
| | - Joana I Meier
- Department of Zoology, University of Cambridge, Downing
Street, Cambridge CB2 3EJ, UK
- St John's College, University of Cambridge, St John's Street,
Cambridge CB2 1TP, UK
| | - Ian A Warren
- Department of Zoology, University of Cambridge, Downing
Street, Cambridge CB2 3EJ, UK
| | - Johanna Mappes
- Department of Biological and Environmental Science, University of
Jyväskylä, FI-40014 Jyväskylä, Finland
| | - Richard Durbin
- Department of Genetics, University of Cambridge, Downing
Street, Cambridge CB2 3EH, UK
- Wellcome Sanger Institute, Wellcome Trust Genome Campus,
Hinxton, Saffron Walden CB10 1SA, UK
| | - Chris D Jiggins
- Department of Zoology, University of Cambridge, Downing
Street, Cambridge CB2 3EJ, UK
- St John's College, University of Cambridge, St John's Street,
Cambridge CB2 1TP, UK
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47
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Banerjee TD, Ramos D, Monteiro A. Expression of Multiple engrailed Family Genes in Eyespots of Bicyclus anynana Butterflies Does Not Implicate the Duplication Events in the Evolution of This Morphological Novelty. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2020.00227] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Yang J, Wan W, Xie M, Mao J, Dong Z, Lu S, He J, Xie F, Liu G, Dai X, Chang Z, Zhao R, Zhang R, Wang S, Zhang Y, Zhang W, Wang W, Li X. Chromosome‐level reference genome assembly and gene editing of the dead‐leaf butterfly
Kallima inachus. Mol Ecol Resour 2020; 20:1080-1092. [DOI: 10.1111/1755-0998.13185] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 04/30/2020] [Accepted: 05/05/2020] [Indexed: 01/26/2023]
Affiliation(s)
- Jie Yang
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
| | - Wenting Wan
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Meng Xie
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
- College of Life Sciences Sichuan Agricultural University Yaan China
| | - Junlai Mao
- School of Marine Science and Technology Zhejiang Ocean University Zhoushan China
| | - Zhiwei Dong
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Sihan Lu
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
| | - Jinwu He
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Feiang Xie
- School of Marine Science and Technology Zhejiang Ocean University Zhoushan China
| | - Guichun Liu
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Xuelei Dai
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province College of Animal Science and Technology Northwest A&F University Yangling China
| | - Zhou Chang
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Ruoping Zhao
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
| | - Ru Zhang
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
| | - Shuting Wang
- Peking‐Tsinghua Center for Life Sciences Peking University Beijing China
| | - Yiming Zhang
- Peking‐Tsinghua Center for Life Sciences Peking University Beijing China
| | - Wei Zhang
- State Key Laboratory of Protein and Plant Gene Research Peking‐Tsinghua Center for Life Sciences and School of Life Sciences Peking University Beijing China
| | - Wen Wang
- School of Ecology and Environment Northwestern Polytechnical University Xi'an China
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
- Center for Excellence in Animal Evolution and Genetics Kunming China
| | - Xueyan Li
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming China
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Mérot C, Oomen RA, Tigano A, Wellenreuther M. A Roadmap for Understanding the Evolutionary Significance of Structural Genomic Variation. Trends Ecol Evol 2020; 35:561-572. [PMID: 32521241 DOI: 10.1016/j.tree.2020.03.002] [Citation(s) in RCA: 135] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/25/2020] [Accepted: 03/03/2020] [Indexed: 12/12/2022]
Abstract
Structural genomic variants (SVs) are ubiquitous and play a major role in adaptation and speciation. Yet, comparative and population genomics have focused predominantly on gene duplications and large-effect inversions. The lack of a common framework for studying all SVs is hampering progress towards a more systematic assessment of their evolutionary significance. Here we (i) review how different types of SVs affect ecological and evolutionary processes; (ii) suggest unifying definitions and recommendations for future studies; and (iii) provide a roadmap for the integration of SVs in ecoevolutionary studies. In doing so, we lay the foundation for population genomics, theoretical, and experimental approaches to understand how the full spectrum of SVs impacts ecological and evolutionary processes.
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Affiliation(s)
- Claire Mérot
- Université Laval, Institut de Biologie Intégrative des Systèmes, 1030 Avenue de la Médecine, G1V 0A6, Québec, QC, Canada.
| | - Rebekah A Oomen
- Centre for Ecological and Evolutionary Synthesis, University of Oslo, Blindernveien 31, 0371 Oslo, Norway; Centre for Coastal Research, University of Agder, Universitetsveien 25, 4630 Kristiansand, Norway.
| | - Anna Tigano
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, NH, USA; Hubbard Center for Genome Studies, University of New Hampshire, Durham, NH, USA.
| | - Maren Wellenreuther
- School of Biological Sciences, The University of Auckland, Auckland, New Zealand; The New Zealand Institute for Plant & Food Research Ltd, Nelson, New Zealand.
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50
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Rivera-Colón AG, Westerman EL, Van Belleghem SM, Monteiro A, Papa R. Multiple Loci Control Eyespot Number Variation on the Hindwings of Bicyclus anynana Butterflies. Genetics 2020; 214:1059-1078. [PMID: 32019848 PMCID: PMC7153931 DOI: 10.1534/genetics.120.303059] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 12/26/2020] [Indexed: 11/18/2022] Open
Abstract
The underlying genetic changes that regulate the appearance and disappearance of repeated traits, or serial homologs, remain poorly understood. One hypothesis is that variation in genomic regions flanking master regulatory genes, also known as input-output genes, controls variation in trait number, making the locus of evolution almost predictable. Another hypothesis implicates genetic variation in up- or downstream loci of master control genes. Here, we use the butterfly Bicyclus anynana, a species that exhibits natural variation in eyespot number on the dorsal hindwing, to test these two hypotheses. We first estimated the heritability of dorsal hindwing eyespot number by breeding multiple butterfly families differing in eyespot number and regressing eyespot numbers of offspring on midparent values. We then estimated the number and identity of independent genetic loci contributing to eyespot number variation by performing a genome-wide association study with restriction site-associated DNA sequencing from multiple individuals varying in number of eyespots sampled across a freely breeding laboratory population. We found that dorsal hindwing eyespot number has a moderately high heritability of ∼0.50 and is characterized by a polygenic architecture. Previously identified genomic regions involved in eyespot development, and novel ones, display high association with dorsal hindwing eyespot number, suggesting that homolog number variation is likely determined by regulatory changes at multiple loci that build the trait, and not by variation at single master regulators or input-output genes.
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Affiliation(s)
- Angel G Rivera-Colón
- Department of Evolution, Ecology, and Behavior, University of Illinois, Urbana-Champaign, Illinois 61801
- Department of Biology, University of Puerto Rico, Rio Piedras Campus, San Juan, 00925, Puerto Rico
| | - Erica L Westerman
- Department of Biological Sciences, University of Arkansas, Fayetteville, Arkansas 72701
| | - Steven M Van Belleghem
- Department of Biology, University of Puerto Rico, Rio Piedras Campus, San Juan, 00925, Puerto Rico
| | - Antónia Monteiro
- Department of Biological Sciences, National University of Singapore, Singapore 117543
- Yale-NUS College, Singapore 138609
| | - Riccardo Papa
- Department of Biology, University of Puerto Rico, Rio Piedras Campus, San Juan, 00925, Puerto Rico
- Molecular Sciences and Research Center, University of Puerto Rico, San Juan, 00926, Puerto Rico
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