36 results on '"Davey JW"'
Search Results
2. The diversification of Heliconius butterflies: what have we learned in 150 years?
- Author
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Merrill, RM, Dasmahapatra, KK, Davey, JW, Dell'Aglio, DD, Hanly, JJ, Huber, B, Jiggins, CD, Joron, M, Kozak, KM, Llaurens, V, Martin, SH, Montgomery, SH, Morris, J, Nadeau, NJ, Pinharanda, AL, Rosser, N, Thompson, MJ, Vanjari, S, Wallbank, RWR, Yu, Q, Dell'Aglio, Denise [0000-0002-2854-7054], Jiggins, Chris [0000-0002-7809-062X], Martin, Simon [0000-0002-0747-7456], and Apollo - University of Cambridge Repository
- Subjects
Gene Flow ,Reproductive Isolation ,Nymphalidae ,adaptation ,ecological genomics ,Adaptation, Physiological ,Biological Evolution ,porous species ,speciation ,sensory ecology ,Animals ,Wings, Animal ,Selection, Genetic ,magic traits ,Butterflies ,mimicry - Abstract
Research into Heliconius butterflies has made a significant contribution to evolutionary biology. Here, we review our understanding of the diversification of these butterflies, covering recent advances and a vast foundation of earlier work. Whereas no single group of organisms can be sufficient for understanding life's diversity, after years of intensive study, research into Heliconius has addressed a wide variety of evolutionary questions. We first discuss evidence for widespread gene flow between Heliconius species and what this reveals about the nature of species. We then address the evolution and diversity of warning patterns, both as the target of selection and with respect to their underlying genetic basis. The identification of major genes involved in mimetic shifts, and homology at these loci between distantly related taxa, has revealed a surprising predictability in the genetic basis of evolution. In the final sections, we consider the evolution of warning patterns, and Heliconius diversity more generally, within a broader context of ecological and sexual selection. We consider how different traits and modes of selection can interact and influence the evolution of reproductive isolation.
- Published
- 2015
3. Major Improvements to the Heliconius melpomene Genome Assembly Used to Confirm 10 Chromosome Fusion Events in 6 Million Years of Butterfly Evolution
- Author
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Davey, JW, Chouteau, M, Barker, SL, Maroja, L, Baxter, SW, Simpson, F, Joron, M, Mallet, J, Dasmahapatra, KK, Jiggins, CD, Davey, JW, Chouteau, M, Barker, SL, Maroja, L, Baxter, SW, Simpson, F, Joron, M, Mallet, J, Dasmahapatra, KK, and Jiggins, CD
- Abstract
The Heliconius butterflies are a widely studied adaptive radiation of 46 species spread across Central and South America, several of which are known to hybridize in the wild. Here, we present a substantially improved assembly of the Heliconius melpomene genome, developed using novel methods that should be applicable to improving other genome assemblies produced using short read sequencing. First, we whole-genome-sequenced a pedigree to produce a linkage map incorporating 99% of the genome. Second, we incorporated haplotype scaffolds extensively to produce a more complete haploid version of the draft genome. Third, we incorporated ∼20x coverage of Pacific Biosciences sequencing, and scaffolded the haploid genome using an assembly of this long-read sequence. These improvements result in a genome of 795 scaffolds, 275 Mb in length, with an N50 length of 2.1 Mb, an N50 number of 34, and with 99% of the genome placed, and 84% anchored on chromosomes. We use the new genome assembly to confirm that the Heliconius genome underwent 10 chromosome fusions since the split with its sister genus Eueides, over a period of about 6 million yr.
- Published
- 2016
4. Butterfly genome reveals promiscuous exchange of mimicry adaptations among species
- Author
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Dasmahapatra, KK, Walters, JR, Briscoe, AD, Davey, JW, Whibley, A, Nadeau, NJ, Zimin, AV, Hughes, DST, Ferguson, LC, Martin, SH, Salazar, C, Lewis, JJ, Adler, S, Ahn, S-J, Baker, DA, Baxter, SW, Chamberlain, NL, Chauhan, R, Counterman, BA, Dalmay, T, Gilbert, LE, Gordon, K, Heckel, DG, Hines, HM, Hoff, KJ, Holland, PWH, Jacquin-Joly, E, Jiggins, FM, Jones, RT, Kapan, DD, Kersey, P, Lamas, G, Lawson, D, Mapleson, D, Maroja, LS, Martin, A, Moxon, S, Palmer, WJ, Papa, R, Papanicolaou, A, Pauchet, Y, Ray, DA, Rosser, N, Salzberg, SL, Supple, MA, Surridge, A, Tenger-Trolander, A, Vogel, H, Wilkinson, PA, Wilson, D, Yorke, JA, Yuan, F, Balmuth, AL, Eland, C, Gharbi, K, Thomson, M, Gibbs, RA, Han, Y, Jayaseelan, JC, Kovar, C, Mathew, T, Muzny, DM, Ongeri, F, Pu, L-L, Qu, J, Thornton, RL, Worley, KC, Wu, Y-Q, Linares, M, Blaxter, ML, Ffrench-Constant, RH, Joron, M, Kronforst, MR, Mullen, SP, Reed, RD, Scherer, SE, Richards, S, Mallet, J, McMillan, WO, Jiggins, CD, Dasmahapatra, KK, Walters, JR, Briscoe, AD, Davey, JW, Whibley, A, Nadeau, NJ, Zimin, AV, Hughes, DST, Ferguson, LC, Martin, SH, Salazar, C, Lewis, JJ, Adler, S, Ahn, S-J, Baker, DA, Baxter, SW, Chamberlain, NL, Chauhan, R, Counterman, BA, Dalmay, T, Gilbert, LE, Gordon, K, Heckel, DG, Hines, HM, Hoff, KJ, Holland, PWH, Jacquin-Joly, E, Jiggins, FM, Jones, RT, Kapan, DD, Kersey, P, Lamas, G, Lawson, D, Mapleson, D, Maroja, LS, Martin, A, Moxon, S, Palmer, WJ, Papa, R, Papanicolaou, A, Pauchet, Y, Ray, DA, Rosser, N, Salzberg, SL, Supple, MA, Surridge, A, Tenger-Trolander, A, Vogel, H, Wilkinson, PA, Wilson, D, Yorke, JA, Yuan, F, Balmuth, AL, Eland, C, Gharbi, K, Thomson, M, Gibbs, RA, Han, Y, Jayaseelan, JC, Kovar, C, Mathew, T, Muzny, DM, Ongeri, F, Pu, L-L, Qu, J, Thornton, RL, Worley, KC, Wu, Y-Q, Linares, M, Blaxter, ML, Ffrench-Constant, RH, Joron, M, Kronforst, MR, Mullen, SP, Reed, RD, Scherer, SE, Richards, S, Mallet, J, McMillan, WO, and Jiggins, CD
- Abstract
The evolutionary importance of hybridization and introgression has long been debated. Hybrids are usually rare and unfit, but even infrequent hybridization can aid adaptation by transferring beneficial traits between species. Here we use genomic tools to investigate introgression in Heliconius, a rapidly radiating genus of neotropical butterflies widely used in studies of ecology, behaviour, mimicry and speciation. We sequenced the genome of Heliconius melpomene and compared it with other taxa to investigate chromosomal evolution in Lepidoptera and gene flow among multiple Heliconius species and races. Among 12,669 predicted genes, biologically important expansions of families of chemosensory and Hox genes are particularly noteworthy. Chromosomal organization has remained broadly conserved since the Cretaceous period, when butterflies split from the Bombyx (silkmoth) lineage. Using genomic resequencing, we show hybrid exchange of genes between three co-mimics, Heliconius melpomene, Heliconius timareta and Heliconius elevatus, especially at two genomic regions that control mimicry pattern. We infer that closely related Heliconius species exchange protective colour-pattern genes promiscuously, implying that hybridization has an important role in adaptive radiation.
- Published
- 2012
5. Linkage Mapping and Comparative Genomics Using Next-Generation RAD Sequencing of a Non-Model Organism
- Author
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Ingvarsson, PK, Baxter, SW, Davey, JW, Johnston, JS, Shelton, AM, Heckel, DG, Jiggins, CD, Blaxter, ML, Ingvarsson, PK, Baxter, SW, Davey, JW, Johnston, JS, Shelton, AM, Heckel, DG, Jiggins, CD, and Blaxter, ML
- Abstract
Restriction-site associated DNA (RAD) sequencing is a powerful new method for targeted sequencing across the genomes of many individuals. This approach has broad potential for genetic analysis of non-model organisms including genotype-phenotype association mapping, phylogeography, population genetics and scaffolding genome assemblies through linkage mapping. We constructed a RAD library using genomic DNA from a Plutella xylostella (diamondback moth) backcross that segregated for resistance to the insecticide spinosad. Sequencing of 24 individuals was performed on a single Illumina GAIIx lane (51 base paired-end reads). Taking advantage of the lack of crossing over in homologous chromosomes in female Lepidoptera, 3,177 maternally inherited RAD alleles were assigned to the 31 chromosomes, enabling identification of the spinosad resistance and W/Z sex chromosomes. Paired-end reads for each RAD allele were assembled into contigs and compared to the genome of Bombyx mori (n = 28) using BLAST, revealing 28 homologous matches plus 3 expected fusion/breakage events which account for the difference in chromosome number. A genome-wide linkage map (1292 cM) was inferred with 2,878 segregating RAD alleles inherited from the backcross father, producing chromosome and location specific sequenced RAD markers. Here we have used RAD sequencing to construct a genetic linkage map de novo for an organism that has no previous genome data. Comparative analysis of P. xyloxtella linkage groups with B. mori chromosomes shows for the first time, genetic synteny appears common beyond the Macrolepidoptera. RAD sequencing is a powerful system capable of rapidly generating chromosome specific data for non-model organisms.
- Published
- 2011
6. Splenic Flexure Mobilization: A Subinferior Mesenteric Vein Approach in a Patient With a Large Renal Cyst.
- Author
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Davey JW, Ma JLG, and Bolshinsky V
- Subjects
- Humans, Mesenteric Veins surgery, Colectomy, Colon, Transverse surgery, Rectal Neoplasms surgery, Gastrointestinal Neoplasms, Laparoscopy
- Published
- 2024
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7. A recombineering pipeline to clone large and complex genes in Chlamydomonas.
- Author
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Emrich-Mills TZ, Yates G, Barrett J, Girr P, Grouneva I, Lau CS, Walker CE, Kwok TK, Davey JW, Johnson MP, and Mackinder LCM
- Subjects
- Epitopes genetics, Genome, Bacterial, Introns, Polymerase Chain Reaction, Promoter Regions, Genetic, Recombinant Proteins genetics, Chlamydomonas reinhardtii genetics, Chromosomes, Artificial, Bacterial, Cloning, Molecular methods, Genes, Plant, Genetic Vectors genetics
- Abstract
The ability to clone genes has greatly advanced cell and molecular biology research, enabling researchers to generate fluorescent protein fusions for localization and confirm genetic causation by mutant complementation. Most gene cloning is polymerase chain reaction (PCR)�or DNA synthesis-dependent, which can become costly and technically challenging as genes increase in size, particularly if they contain complex regions. This has been a long-standing challenge for the Chlamydomonas reinhardtii research community, as this alga has a high percentage of genes containing complex sequence structures. Here we overcame these challenges by developing a recombineering pipeline for the rapid parallel cloning of genes from a Chlamydomonas bacterial artificial chromosome collection. To generate fluorescent protein fusions for localization, we applied the pipeline at both batch and high-throughput scales to 203 genes related to the Chlamydomonas CO2 concentrating mechanism (CCM), with an overall cloning success rate of 77%. Cloning success was independent of gene size and complexity, with cloned genes as large as 23 kb. Localization of a subset of CCM targets confirmed previous mass spectrometry data, identified new pyrenoid components, and enabled complementation of mutants. We provide vectors and detailed protocols to facilitate easy adoption of this technology, which we envision will open up new possibilities in algal and plant research., (� American Society of Plant Biologists 2021. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2021
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8. Superoxide is promoted by sucrose and affects amplitude of circadian rhythms in the evening.
- Author
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Román Á, Li X, Deng D, Davey JW, James S, Graham IA, and Haydon MJ
- Subjects
- Arabidopsis genetics, Gene Expression Profiling, Arabidopsis metabolism, Circadian Rhythm drug effects, Gene Expression Regulation, Plant drug effects, Sucrose pharmacology, Superoxides metabolism
- Abstract
Plants must coordinate photosynthetic metabolism with the daily environment and adapt rhythmic physiology and development to match carbon availability. Circadian clocks drive biological rhythms which adjust to environmental cues. Products of photosynthetic metabolism, including sugars and reactive oxygen species (ROS), are closely associated with the plant circadian clock, and sugars have been shown to provide metabolic feedback to the circadian oscillator. Here, we report a comprehensive sugar-regulated transcriptome of Arabidopsis and identify genes associated with redox and ROS processes as a prominent feature of the transcriptional response. We show that sucrose increases levels of superoxide (O
2 - ), which is required for transcriptional and growth responses to sugar. We identify circadian rhythms of O2 - -regulated transcripts which are phased around dusk and find that O2 - is required for sucrose to promote expression of TIMING OF CAB1 (TOC1) in the evening. Our data reveal a role for O2 - as a metabolic signal affecting transcriptional control of the circadian oscillator in Arabidopsis ., Competing Interests: The authors declare no competing interest.- Published
- 2021
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9. A novel terpene synthase controls differences in anti-aphrodisiac pheromone production between closely related Heliconius butterflies.
- Author
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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, and Jiggins CD
- Subjects
- Alkyl and Aryl Transferases genetics, Animals, Avoidance Learning drug effects, Evolution, Molecular, Female, Genes, Insect, Male, Pheromones pharmacology, Phylogeny, Sexual Behavior, Animal drug effects, Species Specificity, Alkyl and Aryl Transferases metabolism, Aphrodisiacs antagonists & inhibitors, Butterflies genetics, Butterflies metabolism, Pheromones metabolism
- 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., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2021
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10. Chromosomal assembly of the nuclear genome of the endosymbiont-bearing trypanosomatid Angomonas deanei.
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Davey JW, Catta-Preta CMC, James S, Forrester S, Motta MCM, Ashton PD, and Mottram JC
- Subjects
- Bacteria genetics, Chromosomes, Genome, Symbiosis, Trypanosomatina genetics
- Abstract
Angomonas deanei is an endosymbiont-bearing trypanosomatid with several highly fragmented genome assemblies and unknown chromosome number. We present an assembly of the A. deanei nuclear genome based on Oxford Nanopore sequence that resolves into 29 complete or close-to-complete chromosomes. The assembly has several previously unknown special features; it has a supernumerary chromosome, a chromosome with a 340-kb inversion, and there is a translocation between two chromosomes. We also present an updated annotation of the chromosomal genome with 10,365 protein-coding genes, 59 transfer RNAs, 26 ribosomal RNAs, and 62 noncoding RNAs., (© The Author(s) 2020. Published by Oxford University Press on behalf of Genetics Society of America.)
- Published
- 2021
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11. How do predators generalize warning signals in simple and complex prey communities? Insights from a videogame.
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Arias M, Davey JW, Martin S, Jiggins C, Nadeau N, Joron M, and Llaurens V
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- Animals, Biological Evolution, Biological Mimicry, Butterflies, Color, Models, Biological, Problem Solving, Video Games, Predatory Behavior
- Abstract
The persistence of distinct warning signals within and between sympatric mimetic communities is a puzzling evolutionary question because selection favours convergence of colour patterns among toxic species. Such convergence is partly shaped by predators' reaction to similar but not identical stimulus (i.e. generalization behaviour), and generalization by predators is likely to be shaped by the diversity of local prey. However, studying generalization behaviour is generally limited to simple variations of prey colour patterns. Here, we used a computer game played by humans as surrogate predators to investigate generalization behaviours in simple (4 morphs) and complex (10 morphs) communities of unprofitable (associated with a penalty) and profitable butterflies. Colour patterns used in the game are observed in the natural populations of unprofitable butterfly species such as Heliconius numata . Analyses of 449 game participants' behaviours show that players avoided unprofitable prey more readily in simple than in complex communities. However, generalization was observed only in players that faced complex communities, enhancing the protection of profitable prey that looked similar to at least one unprofitable morph. Additionally, similarity among unprofitable prey also reduced attack rates only in complex communities. These results are consistent with previous studies using avian predators but artificial colour patterns and suggest that mimicry is more likely to evolve in complex communities where increases in similarity are more likely to be advantageous.
- Published
- 2020
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12. Ancestral Admixture Is the Main Determinant of Global Biodiversity in Fission Yeast.
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Tusso S, Nieuwenhuis BPS, Sedlazeck FJ, Davey JW, Jeffares DC, and Wolf JBW
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- Epistasis, Genetic, Genomic Structural Variation, Reproductive Isolation, Whole Genome Sequencing, Genetic Variation, Hybridization, Genetic, Schizosaccharomyces genetics
- Abstract
Mutation and recombination are key evolutionary processes governing phenotypic variation and reproductive isolation. We here demonstrate that biodiversity within all globally known strains of Schizosaccharomyces pombe arose through admixture between two divergent ancestral lineages. Initial hybridization was inferred to have occurred ∼20-60 sexual outcrossing generations ago consistent with recent, human-induced migration at the onset of intensified transcontinental trade. Species-wide heritable phenotypic variation was explained near-exclusively by strain-specific arrangements of alternating ancestry components with evidence for transgressive segregation. Reproductive compatibility between strains was likewise predicted by the degree of shared ancestry. To assess the genetic determinants of ancestry block distribution across the genome, we characterized the type, frequency, and position of structural genomic variation using nanopore and single-molecule real-time sequencing. Despite being associated with double-strand break initiation points, over 800 segregating structural variants exerted overall little influence on the introgression landscape or on reproductive compatibility between strains. In contrast, we found strong ancestry disequilibrium consistent with negative epistatic selection shaping genomic ancestry combinations during the course of hybridization. This study provides a detailed, experimentally tractable example that genomes of natural populations are mosaics reflecting different evolutionary histories. Exploiting genome-wide heterogeneity in the history of ancestral recombination and lineage-specific mutations sheds new light on the population history of S. pombe and highlights the importance of hybridization as a creative force in generating biodiversity., (© The Author(s) 2019. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution.)
- Published
- 2019
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13. Sexually dimorphic gene expression and transcriptome evolution provide mixed evidence for a fast-Z effect in Heliconius.
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Pinharanda A, Rousselle M, Martin SH, Hanly JJ, Davey JW, Kumar S, Galtier N, and Jiggins CD
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- Animals, Female, Gastrointestinal Tract metabolism, Gene Expression, Male, Ovary metabolism, Sex Characteristics, Transcriptome, Adaptation, Biological, Butterflies genetics, Evolution, Molecular, Selection, Genetic, Sex Chromosomes
- Abstract
Sex chromosomes have different evolutionary properties compared to autosomes due to their hemizygous nature. In particular, recessive mutations are more readily exposed to selection, which can lead to faster rates of molecular evolution. Here, we report patterns of gene expression and molecular evolution for a group of butterflies. First, we improve the completeness of the Heliconius melpomene reference annotation, a neotropical butterfly with a ZW sex determination system. Then, we analyse RNA from male and female whole abdomens and sequence female ovary and gut tissue to identify sex- and tissue-specific gene expression profiles in H. melpomene. Using these expression profiles, we compare (a) sequence divergence and polymorphism; (b) the strength of positive and negative selection; and (c) rates of adaptive evolution, for Z and autosomal genes between two species of Heliconius butterflies, H. melpomene and H. erato. We show that the rate of adaptive substitutions is higher for Z than autosomal genes, but contrary to expectation, it is also higher for male-biased than female-biased genes. Additionally, we find no significant increase in the rate of adaptive evolution or purifying selection on genes expressed in ovary tissue, a heterogametic-specific tissue. Our results contribute to a growing body of literature from other ZW systems that also provide mixed evidence for a fast-Z effect where hemizygosity influences the rate of adaptive substitutions., (© 2018 The Authors. Journal of Evolutionary Biology published by John Wiley & Sons Ltd on behalf of European Society for Evolutionary Biology.)
- Published
- 2019
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14. Recombination rate variation shapes barriers to introgression across butterfly genomes.
- Author
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Martin SH, Davey JW, Salazar C, and Jiggins CD
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- Animals, Chromosomes, Insect genetics, Gene Flow, Genetics, Population, Phylogeny, Selection, Genetic, Species Specificity, Butterflies genetics, Genome, Insect, Recombination, Genetic
- Abstract
Hybridisation and introgression can dramatically alter the relationships among groups of species, leading to phylogenetic discordance across the genome and between populations. Introgression can also erode species differences over time, but selection against introgression at certain loci acts to maintain postmating species barriers. Theory predicts that species barriers made up of many loci throughout the genome should lead to a broad correlation between introgression and recombination rate, which determines the extent to which selection on deleterious foreign alleles will affect neutral alleles at physically linked loci. Here, we describe the variation in genealogical relationships across the genome among three species of Heliconius butterflies: H. melpomene (mel), H. cydno (cyd), and H. timareta (tim), using whole genomes of 92 individuals, and ask whether this variation can be explained by heterogeneous barriers to introgression. We find that species relationships vary predictably at the chromosomal scale. By quantifying recombination rate and admixture proportions, we then show that rates of introgression are predicted by variation in recombination rate. This implies that species barriers are highly polygenic, with selection acting against introgressed alleles across most of the genome. In addition, long chromosomes, which have lower recombination rates, produce stronger barriers on average than short chromosomes. Finally, we find a consistent difference between two species pairs on either side of the Andes, which suggests differences in the architecture of the species barriers. Our findings illustrate how the combined effects of hybridisation, recombination, and natural selection, acting at multitudes of loci over long periods, can dramatically sculpt the phylogenetic relationships among species., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2019
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15. No evidence for maintenance of a sympatric Heliconius species barrier by chromosomal inversions.
- Author
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Davey JW, Barker SL, Rastas PM, Pinharanda A, Martin SH, Durbin R, McMillan WO, Merrill RM, and Jiggins CD
- Abstract
Mechanisms that suppress recombination are known to help maintain species barriers by preventing the breakup of coadapted gene combinations. The sympatric butterfly species Heliconius melpomene and Heliconius cydno are separated by many strong barriers, but the species still hybridize infrequently in the wild, and around 40% of the genome is influenced by introgression. We tested the hypothesis that genetic barriers between the species are maintained by inversions or other mechanisms that reduce between-species recombination rate. We constructed fine-scale recombination maps for Panamanian populations of both species and their hybrids to directly measure recombination rate within and between species, and generated long sequence reads to detect inversions. We find no evidence for a systematic reduction in recombination rates in F1 hybrids, and also no evidence for inversions longer than 50 kb that might be involved in generating or maintaining species barriers. This suggests that mechanisms leading to global or local reduction in recombination do not play a significant role in the maintenance of species barriers between H. melpomene and H. cydno .
- Published
- 2017
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16. The comparative landscape of duplications in Heliconius melpomene and Heliconius cydno.
- Author
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Pinharanda A, Martin SH, Barker SL, Davey JW, and Jiggins CD
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- Animals, Butterflies classification, Chromosome Mapping, Genetic Loci, Genotype, Genotyping Techniques, Pigmentation genetics, Receptors, Odorant genetics, Selection, Genetic, Wings, Animal, Butterflies genetics, Gene Duplication, Genes, Insect
- Abstract
Gene duplications can facilitate adaptation and may lead to interpopulation divergence, causing reproductive isolation. We used whole-genome resequencing data from 34 butterflies to detect duplications in two Heliconius species, Heliconius cydno and Heliconius melpomene. Taking advantage of three distinctive signals of duplication in short-read sequencing data, we identified 744 duplicated loci in H. cydno and H. melpomene and evaluated the accuracy of our approach using single-molecule sequencing. We have found that duplications overlap genes significantly less than expected at random in H. melpomene, consistent with the action of background selection against duplicates in functional regions of the genome. Duplicate loci that are highly differentiated between H. melpomene and H. cydno map to four different chromosomes. Four duplications were identified with a strong signal of divergent selection, including an odorant binding protein and another in close proximity with a known wing colour pattern locus that differs between the two species.
- Published
- 2017
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17. Formin Is Associated with Left-Right Asymmetry in the Pond Snail and the Frog.
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Davison A, McDowell GS, Holden JM, Johnson HF, Koutsovoulos GD, Liu MM, Hulpiau P, Van Roy F, Wade CM, Banerjee R, Yang F, Chiba S, Davey JW, Jackson DJ, Levin M, and Blaxter ML
- Subjects
- Animals, Fetal Proteins metabolism, Formins, Lymnaea embryology, Lymnaea metabolism, Microfilament Proteins metabolism, Nuclear Proteins metabolism, Phenotype, Xenopus laevis embryology, Xenopus laevis metabolism, Body Patterning, Fetal Proteins genetics, Lymnaea genetics, Microfilament Proteins genetics, Nuclear Proteins genetics, Signal Transduction, Xenopus laevis genetics
- Abstract
While components of the pathway that establishes left-right asymmetry have been identified in diverse animals, from vertebrates to flies, it is striking that the genes involved in the first symmetry-breaking step remain wholly unknown in the most obviously chiral animals, the gastropod snails. Previously, research on snails was used to show that left-right signaling of Nodal, downstream of symmetry breaking, may be an ancestral feature of the Bilateria [1 and 2]. Here, we report that a disabling mutation in one copy of a tandemly duplicated, diaphanous-related formin is perfectly associated with symmetry breaking in the pond snail. This is supported by the observation that an anti-formin drug treatment converts dextral snail embryos to a sinistral phenocopy, and in frogs, drug inhibition or overexpression by microinjection of formin has a chirality-randomizing effect in early (pre-cilia) embryos. Contrary to expectations based on existing models [3, 4 and 5], we discovered asymmetric gene expression in 2- and 4-cell snail embryos, preceding morphological asymmetry. As the formin-actin filament has been shown to be part of an asymmetry-breaking switch in vitro [6 and 7], together these results are consistent with the view that animals with diverse body plans may derive their asymmetries from the same intracellular chiral elements [8]., (Copyright © 2016 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2016
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18. Cross-tolerance to biotic and abiotic stresses in plants: a focus on resistance to aphid infestation.
- Author
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Foyer CH, Rasool B, Davey JW, and Hancock RD
- Subjects
- Animals, Environment, Signal Transduction, Aphids, Plant Diseases parasitology, Plant Physiological Phenomena, Stress, Physiological
- Abstract
Plants co-evolved with an enormous variety of microbial pathogens and insect herbivores under daily and seasonal variations in abiotic environmental conditions. Hence, plant cells display a high capacity to respond to diverse stresses through a flexible and finely balanced response network that involves components such as reduction-oxidation (redox) signalling pathways, stress hormones and growth regulators, as well as calcium and protein kinase cascades. Biotic and abiotic stress responses use common signals, pathways and triggers leading to cross-tolerance phenomena, whereby exposure to one type of stress can activate plant responses that facilitate tolerance to several different types of stress. While the acclimation mechanisms and adaptive responses that facilitate responses to single biotic and abiotic stresses have been extensively characterized, relatively little information is available on the dynamic aspects of combined biotic/abiotic stress response. In this review, we consider how the abiotic environment influences plant responses to attack by phloem-feeding aphids. Unravelling the signalling cascades that underpin cross-tolerance to biotic and abiotic stresses will allow the identification of new targets for increasing environmental resilience in crops., (© The Author 2016. Published by Oxford University Press on behalf of the Society for Experimental Biology. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2016
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19. Major Improvements to the Heliconius melpomene Genome Assembly Used to Confirm 10 Chromosome Fusion Events in 6 Million Years of Butterfly Evolution.
- Author
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Davey JW, Chouteau M, Barker SL, Maroja L, Baxter SW, Simpson F, Merrill RM, Joron M, Mallet J, Dasmahapatra KK, and Jiggins CD
- Subjects
- Animals, Chromosome Mapping, Computational Biology methods, Female, Genetic Linkage, Genetic Loci, Genome Size, Haplotypes, High-Throughput Nucleotide Sequencing, Male, Molecular Sequence Annotation, Polymorphism, Single Nucleotide, Butterflies genetics, Chromosomes, Insect, Evolution, Molecular, Genome, Insect, Genomics methods, Hybridization, Genetic
- Abstract
The Heliconius butterflies are a widely studied adaptive radiation of 46 species spread across Central and South America, several of which are known to hybridize in the wild. Here, we present a substantially improved assembly of the Heliconius melpomene genome, developed using novel methods that should be applicable to improving other genome assemblies produced using short read sequencing. First, we whole-genome-sequenced a pedigree to produce a linkage map incorporating 99% of the genome. Second, we incorporated haplotype scaffolds extensively to produce a more complete haploid version of the draft genome. Third, we incorporated ∼20x coverage of Pacific Biosciences sequencing, and scaffolded the haploid genome using an assembly of this long-read sequence. These improvements result in a genome of 795 scaffolds, 275 Mb in length, with an N50 length of 2.1 Mb, an N50 number of 34, and with 99% of the genome placed, and 84% anchored on chromosomes. We use the new genome assembly to confirm that the Heliconius genome underwent 10 chromosome fusions since the split with its sister genus Eueides, over a period of about 6 million yr., (Copyright © 2016 Davey et al.)
- Published
- 2016
- Full Text
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20. The diversification of Heliconius butterflies: what have we learned in 150 years?
- Author
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Merrill RM, Dasmahapatra KK, Davey JW, Dell'Aglio DD, Hanly JJ, Huber B, Jiggins CD, Joron M, Kozak KM, Llaurens V, Martin SH, Montgomery SH, Morris J, Nadeau NJ, Pinharanda AL, Rosser N, Thompson MJ, Vanjari S, Wallbank RW, and Yu Q
- Subjects
- Animals, Butterflies genetics, Gene Flow, Reproductive Isolation, Selection, Genetic, Wings, Animal, Adaptation, Physiological, Biological Evolution, Butterflies physiology
- Abstract
Research into Heliconius butterflies has made a significant contribution to evolutionary biology. Here, we review our understanding of the diversification of these butterflies, covering recent advances and a vast foundation of earlier work. Whereas no single group of organisms can be sufficient for understanding life's diversity, after years of intensive study, research into Heliconius has addressed a wide variety of evolutionary questions. We first discuss evidence for widespread gene flow between Heliconius species and what this reveals about the nature of species. We then address the evolution and diversity of warning patterns, both as the target of selection and with respect to their underlying genetic basis. The identification of major genes involved in mimetic shifts, and homology at these loci between distantly related taxa, has revealed a surprising predictability in the genetic basis of evolution. In the final sections, we consider the evolution of warning patterns, and Heliconius diversity more generally, within a broader context of ecological and sexual selection. We consider how different traits and modes of selection can interact and influence the evolution of reproductive isolation., (© 2015 European Society For Evolutionary Biology. Journal of Evolutionary Biology © 2015 European Society For Evolutionary Biology.)
- Published
- 2015
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21. Estimation of the spontaneous mutation rate in Heliconius melpomene.
- Author
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Keightley PD, Pinharanda A, Ness RW, Simpson F, Dasmahapatra KK, Mallet J, Davey JW, and Jiggins CD
- Subjects
- Animals, Butterflies classification, Butterflies genetics, Drosophila melanogaster genetics, Evolution, Molecular, Female, Male, Phylogeny, Population Density, Selection, Genetic, Butterflies growth & development, Genome, Insect, Mutation Rate, Sequence Analysis, DNA methods
- Abstract
We estimated the spontaneous mutation rate in Heliconius melpomene by genome sequencing of a pair of parents and 30 of their offspring, based on the ratio of number of de novo heterozygotes to the number of callable site-individuals. We detected nine new mutations, each one affecting a single site in a single offspring. This yields an estimated mutation rate of 2.9 × 10(-9) (95% confidence interval, 1.3 × 10(-9)-5.5 × 10(-9)), which is similar to recent estimates in Drosophila melanogaster, the only other insect species in which the mutation rate has been directly estimated. We infer that recent effective population size of H. melpomene is about 2 million, a substantially lower value than its census size, suggesting a role for natural selection reducing diversity. We estimate that H. melpomene diverged from its Müllerian comimic H. erato about 6 Ma, a somewhat later date than estimates based on a local molecular clock., (© The Author 2014. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution.)
- Published
- 2015
- Full Text
- View/download PDF
22. Evaluating the use of ABBA-BABA statistics to locate introgressed loci.
- Author
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Martin SH, Davey JW, and Jiggins CD
- Subjects
- Algorithms, Animals, Evolution, Molecular, Gene Flow, Models, Statistical, Butterflies genetics, Computer Simulation, Genome, Insect
- Abstract
Several methods have been proposed to test for introgression across genomes. One method tests for a genome-wide excess of shared derived alleles between taxa using Patterson's D statistic, but does not establish which loci show such an excess or whether the excess is due to introgression or ancestral population structure. Several recent studies have extended the use of D by applying the statistic to small genomic regions, rather than genome-wide. Here, we use simulations and whole-genome data from Heliconius butterflies to investigate the behavior of D in small genomic regions. We find that D is unreliable in this situation as it gives inflated values when effective population size is low, causing D outliers to cluster in genomic regions of reduced diversity. As an alternative, we propose a related statistic ƒ(d), a modified version of a statistic originally developed to estimate the genome-wide fraction of admixture. ƒ(d) is not subject to the same biases as D, and is better at identifying introgressed loci. Finally, we show that both D and ƒ(d) outliers tend to cluster in regions of low absolute divergence (d(XY)), which can confound a recently proposed test for differentiating introgression from shared ancestral variation at individual loci., (© The Author 2014. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution.)
- Published
- 2015
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- View/download PDF
23. A conserved set of maternal genes? Insights from a molluscan transcriptome.
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Liu MM, Davey JW, Jackson DJ, Blaxter ML, and Davison A
- Subjects
- Animals, Caenorhabditis elegans genetics, Ciona intestinalis genetics, Drosophila melanogaster genetics, Gene Expression Profiling, Gene Expression Regulation, Developmental, Humans, Mice, Zebrafish genetics, Genes, Essential genetics, Inheritance Patterns genetics, Lymnaea embryology, Lymnaea genetics, Transcriptome genetics
- Abstract
The early animal embryo is entirely reliant on maternal gene products for a 'jump-start' that transforms a transcriptionally inactive embryo into a fully functioning zygote. Despite extensive work on model species, it has not been possible to perform a comprehensive comparison of maternally-provisioned transcripts across the Bilateria because of the absence of a suitable dataset from the Lophotrochozoa. As part of an ongoing effort to identify the maternal gene that determines left-right asymmetry in snails, we have generated transcriptome data from 1 to 2-cell and ~32-cell pond snail (Lymnaea stagnalis) embryos. Here, we compare these data to maternal transcript datasets from other bilaterian metazoan groups, including representatives of the Ecydysozoa and Deuterostomia. We found that between 5 and 10% of all L. stagnalis maternal transcripts (~300-400 genes) are also present in the equivalent arthropod (Drosophila melanogaster), nematode (Caenorhabditis elegans), urochordate (Ciona intestinalis) and chordate (Homo sapiens, Mus musculus, Danio rerio) datasets. While the majority of these conserved maternal transcripts ("COMATs") have housekeeping gene functions, they are a non-random subset of all housekeeping genes, with an overrepresentation of functions associated with nucleotide binding, protein degradation and activities associated with the cell cycle. We conclude that a conserved set of maternal transcripts and their associated functions may be a necessary starting point of early development in the Bilateria. For the wider community interested in discovering conservation of gene expression in early bilaterian development, the list of putative COMATs may be useful resource.
- Published
- 2014
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- View/download PDF
24. Fine mapping of the pond snail left-right asymmetry (chirality) locus using RAD-Seq and fibre-FISH.
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Liu MM, Davey JW, Banerjee R, Han J, Yang F, Aboobaker A, Blaxter ML, and Davison A
- Subjects
- Animals, Chromosomes, Artificial, Bacterial, Crosses, Genetic, Genotype, In Situ Hybridization, Fluorescence, Sequence Analysis, DNA methods, Body Patterning genetics, Chromosome Mapping, Lymnaea genetics, Quantitative Trait Loci
- Abstract
The left-right asymmetry of snails, including the direction of shell coiling, is determined by the delayed effect of a maternal gene on the chiral twist that takes place during early embryonic cell divisions. Yet, despite being a well-established classical problem, the identity of the gene and the means by which left-right asymmetry is established in snails remain unknown. We here demonstrate the power of new genomic approaches for identification of the chirality gene, "D". First, heterozygous (Dd) pond snails Lymnaea stagnalis were self-fertilised or backcrossed, and the genotype of more than six thousand offspring inferred, either dextral (DD/Dd) or sinistral (dd). Then, twenty of the offspring were used for Restriction-site-Associated DNA Sequencing (RAD-Seq) to identify anonymous molecular markers that are linked to the chirality locus. A local genetic map was constructed by genotyping three flanking markers in over three thousand snails. The three markers lie either side of the chirality locus, with one very tightly linked (<0.1 cM). Finally, bacterial artificial chromosomes (BACs) were isolated that contained the three loci. Fluorescent in situ hybridization (FISH) of pachytene cells showed that the three BACs tightly cluster on the same bivalent chromosome. Fibre-FISH identified a region of greater that ∼0.4 Mb between two BAC clone markers that must contain D. This work therefore establishes the resources for molecular identification of the chirality gene and the variation that underpins sinistral and dextral coiling. More generally, the results also show that combining genomic technologies, such as RAD-Seq and high resolution FISH, is a robust approach for mapping key loci in non-model systems.
- Published
- 2013
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- View/download PDF
25. Genotyping-by-sequencing in ecological and conservation genomics.
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Narum SR, Buerkle CA, Davey JW, Miller MR, and Hohenlohe PA
- Subjects
- Base Sequence, Ecology, Genome-Wide Association Study, Quantitative Trait Loci, Sequence Analysis, DNA, Conservation of Natural Resources, Genotyping Techniques, Metagenomics
- Published
- 2013
- Full Text
- View/download PDF
26. RAD-Seq derived markers flank the shell colour and banding loci of the Cepaea nemoralis supergene.
- Author
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Richards PM, Liu MM, Lowe N, Davey JW, Blaxter ML, and Davison A
- Subjects
- Animals, Chromosome Mapping, Genetic Markers, High-Throughput Nucleotide Sequencing, Phenotype, Polymorphism, Single Nucleotide, Recombination, Genetic, Selection, Genetic, Sequence Analysis, DNA, Animal Shells physiology, Pigmentation genetics, Snails genetics
- Abstract
Studies on the classic shell colour and banding polymorphism of the land snail Cepaea played a crucial role in establishing the importance of natural selection in maintaining morphological variation. Cepaea is also a pre-eminent model for ecological genetics because the outward colour and banding phenotype is entirely genetically determined, primarily by a 'supergene' of at least five loci. Unfortunately, progress in understanding the evolution and maintenance of the Cepaea polymorphism stalled, partly because of a lack of genetic markers. With a view to re-establish Cepaea as a prominent model of molecular ecology, we made six laboratory crosses of Cepaea nemoralis, five of which segregated for shell ground colour (C) and the presence or absence of bands (B). First, scoring of colour and banding in 323 individuals found no recombination between the C and B loci of the supergene. Second, using restriction site-associated DNA sequencing (RAD-Seq) of two parents and 22 offspring, we identified 44 anonymous markers putatively linked to the colour (C) and banding (B) loci. The genotype of eleven of the most promising RAD-Seq markers was independently validated in the same 22 offspring, then up to a further 146 offspring were genotyped. The closest RAD-Seq markers scored are within ~0.6 centimorgan (cM) of the C-B supergene linkage group, with the combined loci together forming a 35.8 cM linkage map of markers that flank both sides of the Cepaea C-B supergene., (© 2013 John Wiley & Sons Ltd.)
- Published
- 2013
- Full Text
- View/download PDF
27. Sturgeon conservation genomics: SNP discovery and validation using RAD sequencing.
- Author
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Ogden R, Gharbi K, Mugue N, Martinsohn J, Senn H, Davey JW, Pourkazemi M, McEwing R, Eland C, Vidotto M, Sergeev A, and Congiu L
- Subjects
- Animals, Base Sequence, Endangered Species, Genetic Markers, Genomics, Genotype, High-Throughput Nucleotide Sequencing, Microsatellite Repeats, Sequence Analysis, DNA, Fishes classification, Fishes genetics, Polymorphism, Single Nucleotide genetics
- Abstract
Caviar-producing sturgeons belonging to the genus Acipenser are considered to be one of the most endangered species groups in the world. Continued overfishing in spite of increasing legislation, zero catch quotas and extensive aquaculture production have led to the collapse of wild stocks across Europe and Asia. The evolutionary relationships among Adriatic, Russian, Persian and Siberian sturgeons are complex because of past introgression events and remain poorly understood. Conservation management, traceability and enforcement suffer a lack of appropriate DNA markers for the genetic identification of sturgeon at the species, population and individual level. This study employed RAD sequencing to discover and characterize single nucleotide polymorphism (SNP) DNA markers for use in sturgeon conservation in these four tetraploid species over three biological levels, using a single sequencing lane. Four population meta-samples and eight individual samples from one family were barcoded separately before sequencing. Analysis of 14.4 Gb of paired-end RAD data focused on the identification of SNPs in the paired-end contig, with subsequent in silico and empirical validation of candidate markers. Thousands of putatively informative markers were identified including, for the first time, SNPs that show population-wide differentiation between Russian and Persian sturgeons, representing an important advance in our ability to manage these cryptic species. The results highlight the challenges of genotyping-by-sequencing in polyploid taxa, while establishing the potential genetic resources for developing a new range of caviar traceability and enforcement tools., (© 2013 John Wiley & Sons Ltd.)
- Published
- 2013
- Full Text
- View/download PDF
28. Special features of RAD Sequencing data: implications for genotyping.
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Davey JW, Cezard T, Fuentes-Utrilla P, Eland C, Gharbi K, and Blaxter ML
- Subjects
- Animals, Base Sequence, Genetic Markers, Genotype, Genotyping Techniques, Polymorphism, Single Nucleotide, Restriction Mapping, Sequence Analysis, DNA, Caenorhabditis elegans genetics, Chromosome Mapping methods, Heliconiaceae genetics, High-Throughput Nucleotide Sequencing methods
- Abstract
Restriction site-associated DNA Sequencing (RAD-Seq) is an economical and efficient method for SNP discovery and genotyping. As with other sequencing-by-synthesis methods, RAD-Seq produces stochastic count data and requires sensitive analysis to develop or genotype markers accurately. We show that there are several sources of bias specific to RAD-Seq that are not explicitly addressed by current genotyping tools, namely restriction fragment bias, restriction site heterozygosity and PCR GC content bias. We explore the performance of existing analysis tools given these biases and discuss approaches to limiting or handling biases in RAD-Seq data. While these biases need to be taken seriously, we believe RAD loci affected by them can be excluded or processed with relative ease in most cases and that most RAD loci will be accurately genotyped by existing tools., (© 2012 John Wiley & Sons Ltd.)
- Published
- 2013
- Full Text
- View/download PDF
29. A heterozygous moth genome provides insights into herbivory and detoxification.
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You M, Yue Z, He W, Yang X, Yang G, Xie M, Zhan D, Baxter SW, Vasseur L, Gurr GM, Douglas CJ, Bai J, Wang P, Cui K, Huang S, Li X, Zhou Q, Wu Z, Chen Q, Liu C, Wang B, Li X, Xu X, Lu C, Hu M, Davey JW, Smith SM, Chen M, Xia X, Tang W, Ke F, Zheng D, Hu Y, Song F, You Y, Ma X, Peng L, Zheng Y, Liang Y, Chen Y, Yu L, Zhang Y, Liu Y, Li G, Fang L, Li J, Zhou X, Luo Y, Gou C, Wang J, Wang J, Yang H, and Wang J
- Subjects
- Animals, Base Sequence, China, Chromosomes, Artificial, Bacterial, Computational Biology, Evolution, Molecular, Expressed Sequence Tags, Female, Gene Expression Profiling, Male, Molecular Sequence Annotation, Molecular Sequence Data, Moths metabolism, Mutation genetics, Pest Control methods, Polymorphism, Single Nucleotide, Real-Time Polymerase Chain Reaction, Sequence Analysis, DNA, Sulfatases genetics, Adaptation, Biological genetics, Genetic Variation, Genome genetics, Glucosinolates metabolism, Herbivory genetics, Heterozygote, Moths genetics, Phylogeny
- Abstract
How an insect evolves to become a successful herbivore is of profound biological and practical importance. Herbivores are often adapted to feed on a specific group of evolutionarily and biochemically related host plants, but the genetic and molecular bases for adaptation to plant defense compounds remain poorly understood. We report the first whole-genome sequence of a basal lepidopteran species, Plutella xylostella, which contains 18,071 protein-coding and 1,412 unique genes with an expansion of gene families associated with perception and the detoxification of plant defense compounds. A recent expansion of retrotransposons near detoxification-related genes and a wider system used in the metabolism of plant defense compounds are shown to also be involved in the development of insecticide resistance. This work shows the genetic and molecular bases for the evolutionary success of this worldwide herbivore and offers wider insights into insect adaptation to plant feeding, as well as opening avenues for more sustainable pest management.
- Published
- 2013
- Full Text
- View/download PDF
30. Genome-wide patterns of divergence and gene flow across a butterfly radiation.
- Author
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Nadeau NJ, Martin SH, Kozak KM, Salazar C, Dasmahapatra KK, Davey JW, Baxter SW, Blaxter ML, Mallet J, and Jiggins CD
- Subjects
- Animals, Butterflies classification, Genes, Insect, Genetic Loci, Genetics, Population, Genotyping Techniques, Geography, Likelihood Functions, Pigmentation, Polymorphism, Single Nucleotide, Sequence Analysis, DNA, South America, Sympatry, Butterflies genetics, Gene Flow, Genetic Speciation, Phylogeny
- Abstract
The Heliconius butterflies are a diverse recent radiation comprising multiple levels of divergence with ongoing gene flow between species. The recently sequenced genome of Heliconius melpomene allowed us to investigate the genomic evolution of this group using dense RAD marker sequencing. Phylogenetic analysis of 54 individuals robustly supported reciprocal monophyly of H. melpomene and Heliconius cydno and refuted previous phylogenetic hypotheses that H. melpomene may be paraphylectic with respect to H. cydno. Heliconius timareta also formed a monophyletic clade closely related but distinct from H. cydno with Heliconius heurippa falling within this clade. We find evidence for genetic admixture between sympatric populations of the sister clades H. melpomene and H. cydno/timareta, particularly between H. cydno and H. melpomene from Central America and between H. timareta and H. melpomene from the eastern slopes of the Andes. Between races, divergence is primarily explained by isolation by distance and there is no detectable genetic population structure between parapatric races, suggesting that hybrid zones between races are not zones of secondary contact. Our results also support previous findings that colour pattern loci are shared between populations and species with similar colour pattern elements. Furthermore, this pattern is almost unique to these genomic regions, with only a very small number of other loci showing significant similarity between populations and species with similar colour patterns., (© 2012 Blackwell Publishing Ltd.)
- Published
- 2013
- Full Text
- View/download PDF
31. Characterisation of QTL-linked and genome-wide restriction site-associated DNA (RAD) markers in farmed Atlantic salmon.
- Author
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Houston RD, Davey JW, Bishop SC, Lowe NR, Mota-Velasco JC, Hamilton A, Guy DR, Tinch AE, Thomson ML, Blaxter ML, Gharbi K, Bron JE, and Taggart JB
- Subjects
- Alleles, Animals, Chromosome Mapping, Fish Diseases genetics, Genetic Linkage, Microsatellite Repeats, Pancreatic Diseases genetics, Polymorphism, Single Nucleotide, Genetic Markers genetics, Genome, Quantitative Trait Loci, Salmo salar genetics
- Abstract
Background: Restriction site-associated DNA sequencing (RAD-Seq) is a genome complexity reduction technique that facilitates large-scale marker discovery and genotyping by sequencing. Recent applications of RAD-Seq have included linkage and QTL mapping with a particular focus on non-model species. In the current study, we have applied RAD-Seq to two Atlantic salmon families from a commercial breeding program. The offspring from these families were classified into resistant or susceptible based on survival/mortality in an Infectious Pancreatic Necrosis (IPN) challenge experiment, and putative homozygous resistant or susceptible genotype at a major IPN-resistance QTL. From each family, the genomic DNA of the two heterozygous parents and seven offspring of each IPN phenotype and genotype was digested with the SbfI enzyme and sequenced in multiplexed pools., Results: Sequence was obtained from approximately 70,000 RAD loci in both families and a filtered set of 6,712 segregating SNPs were identified. Analyses of genome-wide RAD marker segregation patterns in the two families suggested SNP discovery on all 29 Atlantic salmon chromosome pairs, and highlighted the dearth of male recombination. The use of pedigreed samples allowed us to distinguish segregating SNPs from putative paralogous sequence variants resulting from the relatively recent genome duplication of salmonid species. Of the segregating SNPs, 50 were linked to the QTL. A subset of these QTL-linked SNPs were converted to a high-throughput assay and genotyped across large commercial populations of IPNV-challenged salmon fry. Several SNPs showed highly significant linkage and association with resistance to IPN, and population linkage-disequilibrium-based SNP tests for resistance were identified., Conclusions: We used RAD-Seq to successfully identify and characterise high-density genetic markers in pedigreed aquaculture Atlantic salmon. These results underline the effectiveness of RAD-Seq as a tool for rapid and efficient generation of QTL-targeted and genome-wide marker data in a large complex genome, and its possible utility in farmed animal selection programs.
- Published
- 2012
- Full Text
- View/download PDF
32. The expression and activity of β-catenin in the thalamus and its projections to the cerebral cortex in the mouse embryo.
- Author
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Pratt T, Davey JW, Nowakowski TJ, Raasumaa C, Rawlik K, McBride D, Clinton M, Mason JO, and Price DJ
- Subjects
- Animals, Cells, Cultured, Cerebral Cortex embryology, Gene Expression Regulation, Developmental, Growth Cones metabolism, Mice, Nerve Growth Factors genetics, Nerve Growth Factors metabolism, Netrin-1, Neural Pathways embryology, Neural Pathways metabolism, Thalamus embryology, Tumor Suppressor Proteins genetics, Tumor Suppressor Proteins metabolism, beta Catenin genetics, Axons metabolism, Cerebral Cortex metabolism, Neurons metabolism, Thalamus metabolism, beta Catenin metabolism
- Abstract
Background: The mammalian thalamus relays sensory information from the periphery to the cerebral cortex for cognitive processing via the thalamocortical tract. The thalamocortical tract forms during embryonic development controlled by mechanisms that are not fully understood. β-catenin is a nuclear and cytosolic protein that transduces signals from secreted signaling molecules to regulate both cell motility via the cytoskeleton and gene expression in the nucleus. In this study we tested whether β-catenin is likely to play a role in thalamocortical connectivity by examining its expression and activity in developing thalamic neurons and their axons., Results: At embryonic day (E)15.5, the time when thalamocortical axonal projections are forming, we found that the thalamus is a site of particularly high β-catenin mRNA and protein expression. As well as being expressed at high levels in thalamic cell bodies, β-catenin protein is enriched in the axons and growth cones of thalamic axons and its growth cone concentration is sensitive to Netrin-1. Using mice carrying the β-catenin reporter BAT-gal we find high levels of reporter activity in the thalamus. Further, Netrin-1 induces BAT-gal reporter expression and upregulates levels of endogenous transcripts encoding β-actin and L1 proteins in cultured thalamic cells. We found that β-catenin mRNA is enriched in thalamic axons and its 3'UTR is phylogenetically conserved and is able to direct heterologous mRNAs along the thalamic axon, where they can be translated., Conclusion: We provide evidence that β-catenin protein is likely to be an important player in thalamocortcial development. It is abundant both in the nucleus and in the growth cones of post-mitotic thalamic cells during the development of thalamocortical connectivity and β-catenin mRNA is targeted to thalamic axons and growth cones where it could potentially be translated. β-catenin is involved in transducing the Netrin-1 signal to thalamic cells suggesting a mechanism by which Netrin-1 guides thalamocortical development.
- Published
- 2012
- Full Text
- View/download PDF
33. Genomic islands of divergence in hybridizing Heliconius butterflies identified by large-scale targeted sequencing.
- Author
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Nadeau NJ, Whibley A, Jones RT, Davey JW, Dasmahapatra KK, Baxter SW, Quail MA, Joron M, ffrench-Constant RH, Blaxter ML, Mallet J, and Jiggins CD
- Subjects
- Adaptation, Biological genetics, Animals, Base Sequence, Butterflies classification, Butterflies physiology, Chromosomes, Insect genetics, Genes, Insect, Genetic Loci, Genetic Speciation, Genetics, Population, Molecular Mimicry, Molecular Sequence Data, Phylogeny, Species Specificity, Wings, Animal physiology, Butterflies genetics, Genetic Variation, Genome, Insect, Genomic Islands, Sequence Analysis, DNA methods
- Abstract
Heliconius butterflies represent a recent radiation of species, in which wing pattern divergence has been implicated in speciation. Several loci that control wing pattern phenotypes have been mapped and two were identified through sequencing. These same gene regions play a role in adaptation across the whole Heliconius radiation. Previous studies of population genetic patterns at these regions have sequenced small amplicons. Here, we use targeted next-generation sequence capture to survey patterns of divergence across these entire regions in divergent geographical races and species of Heliconius. This technique was successful both within and between species for obtaining high coverage of almost all coding regions and sufficient coverage of non-coding regions to perform population genetic analyses. We find major peaks of elevated population differentiation between races across hybrid zones, which indicate regions under strong divergent selection. These 'islands' of divergence appear to be more extensive between closely related species, but there is less clear evidence for such islands between more distantly related species at two further points along the 'speciation continuum'. We also sequence fosmid clones across these regions in different Heliconius melpomene races. We find no major structural rearrangements but many relatively large (greater than 1 kb) insertion/deletion events (including gain/loss of transposable elements) that are variable between races.
- Published
- 2012
- Full Text
- View/download PDF
34. Genome-wide genetic marker discovery and genotyping using next-generation sequencing.
- Author
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Davey JW, Hohenlohe PA, Etter PD, Boone JQ, Catchen JM, and Blaxter ML
- Subjects
- Algorithms, Animals, Genetic Association Studies trends, Genomics trends, Genotype, High-Throughput Nucleotide Sequencing trends, Humans, Models, Biological, Chromosome Mapping methods, Genetic Association Studies methods, Genetic Markers genetics, Genetic Markers physiology, Genome genetics, Genomics methods, High-Throughput Nucleotide Sequencing methods
- Abstract
The advent of next-generation sequencing (NGS) has revolutionized genomic and transcriptomic approaches to biology. These new sequencing tools are also valuable for the discovery, validation and assessment of genetic markers in populations. Here we review and discuss best practices for several NGS methods for genome-wide genetic marker development and genotyping that use restriction enzyme digestion of target genomes to reduce the complexity of the target. These new methods -- which include reduced-representation sequencing using reduced-representation libraries (RRLs) or complexity reduction of polymorphic sequences (CRoPS), restriction-site-associated DNA sequencing (RAD-seq) and low coverage genotyping -- are applicable to both model organisms with high-quality reference genome sequences and, excitingly, to non-model species with no existing genomic data.
- Published
- 2011
- Full Text
- View/download PDF
35. Linkage mapping and comparative genomics using next-generation RAD sequencing of a non-model organism.
- Author
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Baxter SW, Davey JW, Johnston JS, Shelton AM, Heckel DG, Jiggins CD, and Blaxter ML
- Subjects
- Alleles, Animals, Base Sequence, Bombyx drug effects, Bombyx genetics, Chromosome Segregation drug effects, Chromosome Segregation genetics, Chromosomes, Insect genetics, Contig Mapping, DNA genetics, Drug Combinations, Female, Genetic Linkage drug effects, Genetic Markers, Genome, Insect genetics, Genotype, Insecticide Resistance drug effects, Macrolides toxicity, Male, Moths drug effects, Open Reading Frames genetics, Sex Chromosomes genetics, Synteny drug effects, Synteny genetics, Chromosome Mapping methods, Genomics methods, Models, Biological, Moths genetics, Restriction Mapping, Sequence Analysis, DNA methods
- Abstract
Restriction-site associated DNA (RAD) sequencing is a powerful new method for targeted sequencing across the genomes of many individuals. This approach has broad potential for genetic analysis of non-model organisms including genotype-phenotype association mapping, phylogeography, population genetics and scaffolding genome assemblies through linkage mapping. We constructed a RAD library using genomic DNA from a Plutella xylostella (diamondback moth) backcross that segregated for resistance to the insecticide spinosad. Sequencing of 24 individuals was performed on a single Illumina GAIIx lane (51 base paired-end reads). Taking advantage of the lack of crossing over in homologous chromosomes in female Lepidoptera, 3,177 maternally inherited RAD alleles were assigned to the 31 chromosomes, enabling identification of the spinosad resistance and W/Z sex chromosomes. Paired-end reads for each RAD allele were assembled into contigs and compared to the genome of Bombyx mori (n = 28) using BLAST, revealing 28 homologous matches plus 3 expected fusion/breakage events which account for the difference in chromosome number. A genome-wide linkage map (1292 cM) was inferred with 2,878 segregating RAD alleles inherited from the backcross father, producing chromosome and location specific sequenced RAD markers. Here we have used RAD sequencing to construct a genetic linkage map de novo for an organism that has no previous genome data. Comparative analysis of P. xyloxtella linkage groups with B. mori chromosomes shows for the first time, genetic synteny appears common beyond the Macrolepidoptera. RAD sequencing is a powerful system capable of rapidly generating chromosome specific data for non-model organisms.
- Published
- 2011
- Full Text
- View/download PDF
36. RADSeq: next-generation population genetics.
- Author
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Davey JW and Blaxter ML
- Subjects
- Animals, Base Sequence, Genetic Variation, Genome, Humans, Phylogeny, Polymorphism, Single Nucleotide, Restriction Mapping, Genetics, Population, Sequence Analysis, DNA methods
- Abstract
Next-generation sequencing technologies are making a substantial impact on many areas of biology, including the analysis of genetic diversity in populations. However, genome-scale population genetic studies have been accessible only to well-funded model systems. Restriction-site associated DNA sequencing, a method that samples at reduced complexity across target genomes, promises to deliver high resolution population genomic data-thousands of sequenced markers across many individuals-for any organism at reasonable costs. It has found application in wild populations and non-traditional study species, and promises to become an important technology for ecological population genomics.
- Published
- 2010
- Full Text
- View/download PDF
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