ECB-ART-46156
Curr Zool
2016 Dec 01;626:643-653. doi: 10.1093/cz/zow093.
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Studying the genetic basis of speciation in high gene flow marine invertebrates.
Pogson GH
.
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A growing number of genes responsible for reproductive incompatibilities between species (barrier loci) exhibit the signals of positive selection. However, the possibility that genes experiencing positive selection diverge early in speciation and commonly cause reproductive incompatibilities has not been systematically investigated on a genome-wide scale. Here, I outline a research program for studying the genetic basis of speciation in broadcast spawning marine invertebrates that uses a priori genome-wide information on a large, unbiased sample of genes tested for positive selection. A targeted sequence capture approach is proposed that scores single-nucleotide polymorphisms (SNPs) in widely separated species populations at an early stage of allopatric divergence. The targeted capture of both coding and non-coding sequences enables SNPs to be characterized at known locations across the genome and at genes with known selective or neutral histories. The neutral coding and non-coding SNPs provide robust background distributions for identifying FST-outliers within genes that can, in principle, identify specific mutations experiencing diversifying selection. If natural hybridization occurs between species, the neutral coding and non-coding SNPs can provide a neutral admixture model for genomic clines analyses aimed at finding genes exhibiting strong blocks to introgression. Strongylocentrotid sea urchins are used as a model system to outline the approach but it can be used for any group that has a complete reference genome available.
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Genes referenced: fst irak1bp1 LOC100887844 LOC115925415
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Figure 1. Species tree of the family Strongylocentrotidae constructed from 4-fold degenerate sites from 2,815 genes not experiencing positive selection (adapted from Kober and Bernardi 2013a). Trees reconstructed using maximum parsimony (MP), maximum likelihood (ML), and Bayesian approaches produced identical topologies. All nodes had MP bootstrap values of 100 and Bayesian poster probabilities of 1. Abbreviations denote geographic locations of species distributions (NEP = Northeastern Pacific, NWP = Northwestern Pacific; CIR = circumpolar). |
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Figure 2. The distinction between historical and recent positive selection. (A) Alignment of portion of a hypothetical protein-coding sequence with one codon (red) showing historical positive selection and another (green) showing recent positive selection based on PAML (Yang 2007) sites tests and branch-sites tests, respectively. Historical and recent selections are not mutually exclusive. However, when both operate it is difficult to produce a significant branch-site test because the external branch needs to have a significantly elevated dN/dS ratio compared with the remainder of the tree. (B) Gene tree with locations of amino acid changes marked. Historical selection at the red codon cannot generate incompatibilities between S. droebachiensis and S. pallidus but recent selection at the green codon can (designated by the “X”). |
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Figure 3. Identification of FST-outliers by the targeted sequence capture of non-coding and coding SNPs. (A) Two gene models are shown on a scaffold that are targeted for solution-based exon capture. Two non-coding regions >10 kb from either gene are also captured (but could be much further away). (B) Hypothetical distributions of pairwise FST-values for genome-wide coding and non-coding SNPs are presented. The arrow designates the 5% false discovery rate cut-off estimated directly from the non-coding SNPs. Any genes or gene regions with FST-values beyond this threshold are candidates for recent diversifying selection. Null distributions for FST-outlier tests could also be generated from the subset of protein-coding genes that do not exhibit histories of positive selection. |
References [+] :
Abbott,
Hybridization and speciation.
2013, Pubmed
Abbott, Hybridization and speciation. 2013, Pubmed
Addison, Colonization, dispersal, and hybridization influence phylogeography of North Atlantic sea urchins (Strongylocentrotus droebachiensis). 2005, Pubmed , Echinobase
Addison, Multiple gene genealogies reveal asymmetrical hybridization and introgression among strongylocentrotid sea urchins. 2009, Pubmed , Echinobase
Albertin, The octopus genome and the evolution of cephalopod neural and morphological novelties. 2015, Pubmed
Andrés, Patterns of transcriptome divergence in the male accessory gland of two closely related species of field crickets. 2013, Pubmed
Anisimova, Accuracy and power of the likelihood ratio test in detecting adaptive molecular evolution. 2001, Pubmed
Arnegard, Genetics of ecological divergence during speciation. 2014, Pubmed
Arnold, Reticulate evolution and marine organisms: the final frontier? 2009, Pubmed
Baird, Rapid SNP discovery and genetic mapping using sequenced RAD markers. 2008, Pubmed
Barton, The role of hybridization in evolution. 2001, Pubmed
Begun, Population genomics: whole-genome analysis of polymorphism and divergence in Drosophila simulans. 2007, Pubmed
Bierne, The coupling hypothesis: why genome scans may fail to map local adaptation genes. 2011, Pubmed
Burri, Linked selection and recombination rate variation drive the evolution of the genomic landscape of differentiation across the speciation continuum of Ficedula flycatchers. 2015, Pubmed
Butlin, Review. Sympatric, parapatric or allopatric: the most important way to classify speciation? 2008, Pubmed
Butlin, What do we need to know about speciation? 2012, Pubmed
Chen, New genes as drivers of phenotypic evolution. 2013, Pubmed
Clark, Evolution of genes and genomes on the Drosophila phylogeny. 2007, Pubmed
Clark, Evolution of reproductive proteins from animals and plants. 2006, Pubmed
Comeron, Background selection as baseline for nucleotide variation across the Drosophila genome. 2014, Pubmed
Crespi, Conflictual speciation: species formation via genomic conflict. 2013, Pubmed
Cruickshank, Reanalysis suggests that genomic islands of speciation are due to reduced diversity, not reduced gene flow. 2014, Pubmed
Dehal, The draft genome of Ciona intestinalis: insights into chordate and vertebrate origins. 2002, Pubmed
Ding, Neanderthal introgression at chromosome 3p21.31 was under positive natural selection in East Asians. 2014, Pubmed
Excoffier, Detecting loci under selection in a hierarchically structured population. 2009, Pubmed
Excoffier, Robust demographic inference from genomic and SNP data. 2013, Pubmed
Eyre-Walker, Recombination and mammalian genome evolution. 1993, Pubmed
Feder, Establishment of new mutations under divergence and genome hitchhiking. 2012, Pubmed
Feder, The genomics of speciation-with-gene-flow. 2012, Pubmed
Fitzpatrick, Pattern, process and geographic modes of speciation. 2009, Pubmed
Flaxman, Genetic hitchhiking and the dynamic buildup of genomic divergence during speciation with gene flow. 2013, Pubmed
Fletcher, The effect of insertions, deletions, and alignment errors on the branch-site test of positive selection. 2010, Pubmed
Foll, A genome-scan method to identify selected loci appropriate for both dominant and codominant markers: a Bayesian perspective. 2008, Pubmed
Fourcade, Is local selection so widespread in river organisms? Fractal geometry of river networks leads to high bias in outlier detection. 2013, Pubmed
Fraïsse, Local interspecies introgression is the main cause of extreme levels of intraspecific differentiation in mussels. 2016, Pubmed
Geneva, A new method to scan genomes for introgression in a secondary contact model. 2015, Pubmed
Gharib, The branch-site test of positive selection is surprisingly robust but lacks power under synonymous substitution saturation and variation in GC. 2013, Pubmed
Gompert, A powerful regression-based method for admixture mapping of isolation across the genome of hybrids. 2009, Pubmed
Gompert, introgress: a software package for mapping components of isolation in hybrids. 2010, Pubmed
Guzik, Molecular phylogeny of the benthic shallow-water octopuses (Cephalopoda: Octopodinae). 2005, Pubmed
Haasl, Fifteen years of genomewide scans for selection: trends, lessons and unaddressed genetic sources of complication. 2016, Pubmed
Harrison, The language of speciation. 2012, Pubmed
Hart, Incipient speciation of sea star populations by adaptive gamete recognition coevolution. 2014, Pubmed , Echinobase
Harvey, Sequence Capture versus Restriction Site Associated DNA Sequencing for Shallow Systematics. 2016, Pubmed
Hebert, Targeted sequence capture and resequencing implies a predominant role of regulatory regions in the divergence of a sympatric lake whitefish species pair (Coregonus clupeaformis). 2013, Pubmed
Hedrick, Adaptive introgression in animals: examples and comparison to new mutation and standing variation as sources of adaptive variation. 2013, Pubmed
Heliconius Genome Consortium, Butterfly genome reveals promiscuous exchange of mimicry adaptations among species. 2012, Pubmed
Hermisson, Soft sweeps: molecular population genetics of adaptation from standing genetic variation. 2005, Pubmed
Hofer, Large allele frequency differences between human continental groups are more likely to have occurred by drift during range expansions than by selection. 2009, Pubmed
Huerta-Sánchez, Altitude adaptation in Tibetans caused by introgression of Denisovan-like DNA. 2014, Pubmed
Jones, Targeted capture in evolutionary and ecological genomics. 2016, Pubmed
Jones, The genomic basis of adaptive evolution in threespine sticklebacks. 2012, Pubmed
Jordan, The effects of alignment error and alignment filtering on the sitewise detection of positive selection. 2012, Pubmed
Keller, Population genomic signatures of divergent adaptation, gene flow and hybrid speciation in the rapid radiation of Lake Victoria cichlid fishes. 2013, Pubmed
Kober, Phylogenomics of strongylocentrotid sea urchins. 2013, Pubmed , Echinobase
Kober, Genome-wide patterns of codon bias are shaped by natural selection in the purple sea urchin, Strongylocentrotus purpuratus. 2013, Pubmed , Echinobase
Kosiol, Patterns of positive selection in six Mammalian genomes. 2008, Pubmed
Kosman, Sperm competition and the evolution of gametic compatibility in externally fertilizing taxa. 2014, Pubmed
Künstner, Comparative genomics based on massive parallel transcriptome sequencing reveals patterns of substitution and selection across 10 bird species. 2010, Pubmed
Langley, Genomic variation in natural populations of Drosophila melanogaster. 2012, Pubmed
Lessios, Speciation genes in free-spawning marine invertebrates. 2011, Pubmed , Echinobase
Levitan, DOES BATEMAN'S PRINCIPLE APPLY TO BROADCAST-SPAWNING ORGANISMS? EGG TRAITS INFLUENCE IN SITU FERTILIZATION RATES AMONG CONGENERIC SEA URCHINS. 1998, Pubmed , Echinobase
Liu, Exploring population size changes using SNP frequency spectra. 2015, Pubmed
Long, New gene evolution: little did we know. 2013, Pubmed
Lotterhos, Evaluation of demographic history and neutral parameterization on the performance of FST outlier tests. 2014, Pubmed
Lu, Performance of standard and stochastic branch-site models for detecting positive selection among coding sequences. 2014, Pubmed
Luo, The Lingula genome provides insights into brachiopod evolution and the origin of phosphate biomineralization. 2015, Pubmed
Lynch, The Origin of Interspecific Genomic Incompatibility via Gene Duplication. 2000, Pubmed
Mamanova, Target-enrichment strategies for next-generation sequencing. 2010, Pubmed
Mandeville, Highly variable reproductive isolation among pairs of Catostomus species. 2015, Pubmed
Markova-Raina, High sensitivity to aligner and high rate of false positives in the estimates of positive selection in the 12 Drosophila genomes. 2011, Pubmed
McDonald, Adaptive protein evolution at the Adh locus in Drosophila. 1991, Pubmed
Nadeau, Genomic islands of divergence in hybridizing Heliconius butterflies identified by large-scale targeted sequencing. 2012, Pubmed
Navarro, Chromosomal speciation and molecular divergence--accelerated evolution in rearranged chromosomes. 2003, Pubmed
Nolte, Variable patterns of introgression in two sculpin hybrid zones suggest that genomic isolation differs among populations. 2009, Pubmed
Nolte, Genome-wide patterns of natural variation reveal strong selective sweeps and ongoing genomic conflict in Drosophila mauritiana. 2013, Pubmed
Noor, Islands of speciation or mirages in the desert? Examining the role of restricted recombination in maintaining species. 2009, Pubmed
Noor, Speciation genetics: evolving approaches. 2006, Pubmed
Nosil, The genes underlying the process of speciation. 2011, Pubmed
Nosil, Divergent selection and heterogeneous genomic divergence. 2009, Pubmed
Oleksyk, Genome-wide scans for footprints of natural selection. 2010, Pubmed
Orr, The population genetics of speciation: the evolution of hybrid incompatibilities. 1995, Pubmed
Palumbi, Speciation and the evolution of gamete recognition genes: pattern and process. 2009, Pubmed , Echinobase
Palumbi, MITOCHONDRIAL DNA DIVERSITY IN THE SEA URCHINS STRONGYLOCENTROTUS PURPURATUS AND S. DROEBACHIENSIS. 1990, Pubmed , Echinobase
Payseur, Using differential introgression in hybrid zones to identify genomic regions involved in speciation. 2010, Pubmed
Pfenninger, Cryptic animal species are homogeneously distributed among taxa and biogeographical regions. 2007, Pubmed
Phadnis, A single gene causes both male sterility and segregation distortion in Drosophila hybrids. 2009, Pubmed
Pond, HyPhy: hypothesis testing using phylogenies. 2005, Pubmed
Presgraves, The molecular evolutionary basis of species formation. 2010, Pubmed
Pritchard, The genetics of human adaptation: hard sweeps, soft sweeps, and polygenic adaptation. 2010, Pubmed
Pujolar, Positive Darwinian selection in gamete recognition proteins of Strongylocentrotus sea urchins. 2011, Pubmed , Echinobase
Putnam, The amphioxus genome and the evolution of the chordate karyotype. 2008, Pubmed
Putnam, Sea anemone genome reveals ancestral eumetazoan gene repertoire and genomic organization. 2007, Pubmed
Rieseberg, Hybrid zones and the genetic architecture of a barrier to gene flow between two sunflower species. 1999, Pubmed
Rieseberg, Speciation genes in plants. 2010, Pubmed
Rosenzweig, Powerful methods for detecting introgressed regions from population genomic data. 2016, Pubmed
Roux, Patterns of positive selection in seven ant genomes. 2014, Pubmed
Ryan, The genome of the ctenophore Mnemiopsis leidyi and its implications for cell type evolution. 2013, Pubmed
Sanford, Local adaptation in marine invertebrates. 2011, Pubmed
Schluter, Evidence for ecological speciation and its alternative. 2009, Pubmed
Schneider, Estimates of positive Darwinian selection are inflated by errors in sequencing, annotation, and alignment. 2009, Pubmed
Seehausen, Genomics and the origin of species. 2014, Pubmed
Seo, Miniature genome in the marine chordate Oikopleura dioica. 2001, Pubmed
Simakov, Insights into bilaterian evolution from three spiralian genomes. 2013, Pubmed , Echinobase
Sodergren, The genome of the sea urchin Strongylocentrotus purpuratus. 2006, Pubmed , Echinobase
Sousa, Understanding the origin of species with genome-scale data: modelling gene flow. 2013, Pubmed
Srivastava, The Trichoplax genome and the nature of placozoans. 2008, Pubmed
Srivastava, The Amphimedon queenslandica genome and the evolution of animal complexity. 2010, Pubmed
Tang, Evolution of the Drosophila nuclear pore complex results in multiple hybrid incompatibilities. 2009, Pubmed
Teeter, The variable genomic architecture of isolation between hybridizing species of house mice. 2010, Pubmed
Tewhey, Enrichment of sequencing targets from the human genome by solution hybridization. 2009, Pubmed
Ting, A rapidly evolving homeobox at the site of a hybrid sterility gene. 1998, Pubmed
Tu, Gene structure in the sea urchin Strongylocentrotus purpuratus based on transcriptome analysis. 2012, Pubmed , Echinobase
Turner, Genomic islands of speciation in Anopheles gambiae. 2005, Pubmed
Vacquier, Selection in the rapid evolution of gamete recognition proteins in marine invertebrates. 2011, Pubmed , Echinobase
Vatsiou, Detection of selective sweeps in structured populations: a comparison of recent methods. 2016, Pubmed
Via, Divergence hitchhiking and the spread of genomic isolation during ecological speciation-with-gene-flow. 2012, Pubmed
Via, The genetic mosaic suggests a new role for hitchhiking in ecological speciation. 2008, Pubmed
Yang, PAML 4: phylogenetic analysis by maximum likelihood. 2007, Pubmed
Yu, Complete mitochondrial DNA sequence of Crassostrea nippona: comparative and phylogenomic studies on seven commercial Crassostrea species. 2012, Pubmed
Zhang, The oyster genome reveals stress adaptation and complexity of shell formation. 2012, Pubmed
Zigler, Sea urchin bindin divergence predicts gamete compatibility. 2005, Pubmed , Echinobase