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Edwards, S. V.

Publications and source records attributed to Edwards, S. V..

At least 19 recordsLinked to original sources

Pleistocene climatic oscillations impact the diversification of deer mice (Peromyscus maniculatus) and the independent evolution of ecotypes

A central question in evolutionary biology is whether local adaptation is predictable when a species repeatedly encounters similar environments. The deer mouse, Peromyscus maniculatus, has a range of over 13 million km2 in North America and may be found in nearly every terrestrial habitat. Because of their abundance and wide habitat preference, deer mice and closely related Peromyscus, which we refer to as the P. maniculatus species complex, are at the forefront of studies of biogeography and local adaptation. Here, we undertake a comprehensive survey of genome-wide and phenotypic diversity to characterize the recent evolutionary history of this group. We sequenced whole genomes from 232 individuals across their range, representing the most thorough genetic sampling of the P. maniculatus species complex to date. We identify six geographically delineated clades, several of which encompass both classically recognized P. maniculatus subspecies as well as other recognized species. Ecological niche modelling suggests that this geographic structure resulted from rapid post-LGM range expansion and adaptation to emerging habitats. Our morphological measurements of 979 specimens and field data compiled from over 28,000 museum records show that deer mice in forests across the range consistently have longer tails, larger feet, bigger ears, and elongated whiskers. These traits constitute an arboreal ecotype that has evolved at least three times independently, and was likely lost in other parts of the range as populations moved out of forested habitat. Altogether, these results suggest that post-LGM increases in forested habitat drove the parallel evolution of arboreal ecotypes across the deer mouse range.

evolutionary biology↗

Avian germline-restricted chromosomes are reservoirs for active long-terminal-repeat retroviruses

Germline-restricted chromosomes (GRCs) are unique to germ cells and absent from somatic cells in songbirds. However, their contents, functions, and evolutionary mechanisms remain unclear. We performed comparative genomics on long-read assembled GRCs from male House Finch (Haemorhous mexicanus), Common Rosefinch (Carpodacus erythrinus), and Blue Tit (Cyanistes caeruleus), the first two of which are newly presented and annotated here. These long-read GRCs are repeat-rich (63-74%), despite their wide variation in size (16-160 megabases), individually distinct gene content, and variable evolutionary histories. These GRCs have accumulated intact long terminal repeat (LTR) endogenous retroviruses (ERVs), and their proliferation co-occurs with speciation events of passerine birds. In contrast, normal chromosomes (autosomes and sex chromosomes) are known to purge ERVs through ectopic recombination of LTRs that generate solo LTRs. Furthermore, transcriptomic data reveal significantly higher ERV transcription on GRCs than on A-chrs in House Finch testis. We propose that GRCs act as reservoirs of active ERVs, promoting germline transposition and potentially accelerating adaptation and speciation. This study suggests that GRCs play an indispensable role and likely contribute to adaptive diversification in birds. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=200 SRC="FIGDIR/small/662071v1_ufig1.gif" ALT="Figure 1"> View larger version (46K): org.highwire.dtl.DTLVardef@1fdacacorg.highwire.dtl.DTLVardef@1536ceborg.highwire.dtl.DTLVardef@13f166org.highwire.dtl.DTLVardef@14d8795_HPS_FORMAT_FIGEXP M_FIG C_FIG

evolutionary biology↗

Comparative population pangenomes reveal unexpected complexity and fitness effects of structural variants

Structural variants (SVs) are widespread in vertebrate genomes, yet their evolutionary dynamics remain poorly understood. Using 45 long-read de novo genome assemblies and pangenome tools, we analyze SVs within three closely related species of North American jays (Aphelocoma, scrub-jays) displaying a 60-fold range in effective population size. We find rapid evolution of genome architecture, including [~]100 Mb variation in genome size driven by dynamic satellite landscapes with unexpectedly long (> 10 kb) repeat units and widespread variation in gene content, influencing gene expression. SVs exhibit slightly deleterious dynamics modulated by variant length and population size, with strong evidence of adaptive fixation only in large populations. Our results demonstrate how population size shapes the distribution of SVs and the importance of pangenomes to characterizing genomic diversity.

evolutionary biology↗

Fitness consequences of structural variation inferred from a House Finch pangenome

Genomic structural variants (SVs) play a crucial role in adaptive evolution, yet their average fitness effects and characterization with pangenome tools are understudied in wild animal populations. We constructed a pangenome for House Finches, a model for studies of host-pathogen coevolution, using long-read sequence data on 16 individuals (32 de novo-assembled haplotypes) and one outgroup. We identified 643,207 SVs larger than 50 base pairs, mostly (60%) involving repetitive elements, with reduced SV diversity in the eastern US as a result of its introduction by humans. The distribution of fitness effects of genome-wide SVs was estimated using maximum likelihood approaches and showed SVs in both coding and non-coding regions to be on average more deleterious than smaller indels or single nucleotide polymorphisms. The reference-free pangenome facilitated discovery of a 10-million-year-old, 11-megabase-long pericentric inversion on chromosome 1. We found that the genotype frequencies of the inversion, estimated from 135 birds widely sampled geographically and temporally, increased steadily over the 25 years since House Finches were first exposed to the bacterial pathogen Mycoplasma gallispecticum and showed signatures of balancing selection, capturing genes related to immunity and telomerase activity. We also observed shorter telomeres in populations with a greater number of years exposure to Mycoplasma. Our study illustrates the utility of applying pangenome methods to wild animal populations, helps estimate fitness effects of genome-wide SVs, and advances our understanding of adaptive evolution through structural variation. Significance StatementPrevailing genomic research on adaptive and neutral evolution has focused primarily on single nucleotide polymorphisms (SNPs). However, structural variation (SV) plays a critical role in animal adaptive evolution, often directly underlying fitness-relevant traits, although their average effects on fitness are less well understood. Our study constructs a pangenome for the House Finch using long-read sequencing, capturing the full spectrum of genomic diversity without use of a reference genome. In addition to detecting over half a million SVs, we also document a large inversion that shows evidence of contributing to disease resistance. Our use of long-read sequencing and pangenomic approaches in a wild bird population presents a compelling approach to understanding the complexities of molecular ecology and adaptive evolution. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=193 SRC="FIGDIR/small/594184v1_ufig1.gif" ALT="Figure 1"> View larger version (45K): org.highwire.dtl.DTLVardef@214697org.highwire.dtl.DTLVardef@a18da1org.highwire.dtl.DTLVardef@59486dorg.highwire.dtl.DTLVardef@1a2196b_HPS_FORMAT_FIGEXP M_FIG C_FIG

evolutionary biology↗

Convergent evolution of noncoding elements associated with short tarsus length in birds

Convergent evolution is the independent evolution of similar traits in unrelated lineages across the Tree of Life. Various factors underlie convergent evolution including convergent rate changes through consistent shifts in substitution rate in the same genes or gene networks. In this study, we use comprehensive phenotypic data to identify seven bird clades with independent shortening in tarsus length and use both comparative genomic and population genetic data to identify convergent evolutionary changes among four target clades with shifts to shorter optimal tarsus length. Using a newly generated, comprehensive set of avian conserved non-exonic elements (CNEEs), we find strong evidence for convergent acceleration in short-tarsi clades among CNEEs, but not protein-coding genes. Accelerated CNEEs in short-tarsi clades are preferentially located near genes with functions in development, with the strongest enrichment associated with skeletal system development. Further analysis of gene networks highlighted this larger role of changes in regulation of broadly homologous developmental genes and pathways as being an integral aspect of limb size variability in birds.

genomics↗

Multilocus Phylogeny Estimation Using Probabilistic Topic Modeling

AO_SCPLOWBSTRACTC_SCPLOWMethods for rapidly inferring the evolutionary history of species or populations with genome-wide data are progressing, but computational constraints still limit our abilities in this area. We developed an alignment-free method to infer genome-wide phylogenies and implemented it in the Python package TO_SCPLOWOPICC_SCPLOWCO_SCPLOWONTMLC_SCPLOW. The method uses probabilistic topic modeling (specifically, Latent Dirichlet Allocation or LDA) to extract topic frequencies from k-mers, which are derived from multilocus DNA sequences. These extracted frequencies then serve as an input for the program CO_SCPLOWONTMLC_SCPLOW in the PHYLIP package, which is used to generate a species tree. We evaluated the performance of TO_SCPLOWOPICC_SCPLOWCO_SCPLOWONTMLC_SCPLOW on simulated datasets with gaps and three biological datasets: (1) 14 DNA sequence loci from two Australian bird species distributed across nine populations, (2) 5162 loci from 80 mammal species, and (3) raw, unaligned, non-orthologous PO_SCPLOWACC_SCPLOWBO_SCPLOWIOC_SCPLOW sequences from 12 bird species. Our empirical results and simulated data suggest that our method is efficient and statistically robust. We also assessed the uncertainty of the estimated relationships among clades using a bootstrap procedure.

evolutionary biology↗

Heteroplasmy and tandem repeats reveal adaptation to elevation in the New World Jays (Aves: Corvidae)

Advances in high-throughput sequencing (HTS) and bioinformatic tools have enabled the quick and cost-efficient assembly of complete mitochondrial genomes (mitogenomes) in non-model organisms. Consequently, new evidence of heteroplasmy, recombination and paternal leakage in mitogenomes has increased. In this study, we utilized HTS data from whole-genome sequencing to assemble the first complete mitogenomes of nine species of New World Jays (NWJs), covering all genera. We further investigated the evolution of heteroplasmy, tandem repeats (TRs) and signatures of natural selection. Our results showed a molecular shift in the adaptation to low elevation in the NWJs. Among the species studied, we found 10 heteroplasmic sites either containing TRs in the same site or 1 to 300 nucleotides adjacent; one species-specific TR in a transfer RNA (tRNA-P) potentially associated with low elevation; one phylogenetic branch with evidence of episodic positive selection also associated with low elevation; and 5 codon sites with strong support for positive selection. We referred to the heteroplasmy-TR interaction and its possible role with regulation, recombination and paternal leakage in the mitogenomes. Finally, phylogenetic relationships were in agreement with previous studies and we discussed how selective pressure on genes from the oxidative phosphorylation pathway (OXPHOS) may benefit species from low-elevation habitats. Although these findings in the NWJs require further investigation, this study offers promising insights about the evolution of mitogenomes in birds.

genomics↗

A phylogenetic method linking nucleotide substitution rates to rates of continuous trait evolution

Genomes contain conserved non-coding sequences that perform important biological functions, such as gene regulation. We present a phylogenetic method, PhyloAcc-C, that associates nucleotide substitution rates with changes in a continuous trait of interest. The method takes as input a multiple sequence alignment of conserved elements, continuous trait data observed in extant species, and a background phylogeny and substitution process. Gibbs sampling is used to assign rate categories (background, conserved, accelerated) to lineages and explore whether the assigned rate categories are associated with increases or decreases in the rate of trait evolution. We test our method using simulations and then illustrate its application using mammalian body size and lifespan data previously analyzed with respect to protein coding genes. Like other studies, we find processes such as tumor suppression, telomere maintenance, and p53 regulation to be related to changes in longevity and body size. In addition, we also find that skeletal genes, and developmental processes, such as sprouting angiogenesis, are relevant. The R/C++ software package implementing our method is available under an open source license from https://github.com/phyloacc/PhyloAcc-C.

bioinformatics↗

Genetic basis and evolution of structural color polymorphism in an Australian songbird

Island organisms often evolve phenotypes divergent from their mainland counterparts, providing a useful system for studying adaption under differential selection. Some island birds have melanic plumage differing from the color of mainland conspecifics, a trait proposed as an insular adaptation. In the white-winged fairywren (Malurus leucopterus), subspecies on two islands have a black nuptial plumage whereas the subspecies on the Australian mainland has a blue nuptial plumage. The black subspecies have a feather nanostructure that could produce a blue structural color, suggesting a blue ancestor. An earlier study proposed independent evolution of melanism on the islands based on the history of subspecies divergence. However, the genetic basis of melanism and the origin of color differentiation in this group are still unknown. Here, we used whole-genomes to investigate the genetic basis of melanism by comparing the blue and black M. leucopterus subspecies to identify highly divergent genomic regions. We identified a well-known pigmentation gene ASIP and four candidate genes that may contribute to feather nanostructure development. We also detected signatures of a selective sweep in genomic regions containing ASIP and SCUBE2 not in the black subspecies, as predicted by earlier work, but in the blue subspecies, which possesses many derived SNPs in these regions, suggesting that the mainland subspecies has re-evolved a blue plumage from a black ancestor. This re-evolution was likely driven by a pre-existing female preference. Our findings provide new insight into the evolution of plumage coloration in island versus continental populations, and, importantly, we identify candidate genes that likely play roles in the development and evolution of feather structural coloration.

evolutionary biology↗

Dopamine neurons govern olfactory-gated infant begging behavior

Altricial young of many species beg parents for the nutrients required for healthy development. From human crying to begging chicks, young expend precious energy reserves to communicate their hunger. Despite repeated independent evolutionary origins, the neural basis of parent-directed communication by infants is unknown. Here, we examined the sensory and neural basis of begging behavior in tadpoles of the monogamous and biparental Mimetic poison frog (Ranitomeya imitator). In this species, tadpoles beg parents for egg meals by dancing. We used this robust motor display to determine that tadpoles use multimodal cues for caregiver recognition, where olfactory cues are necessary for caregiver recognition while visual cues provide an orientation goal. We found that dopamine related brain regions have higher neural activity in begging tadpoles and that dopamine signaling had opposing modulatory effects through D1 and D2 family receptors, similar to swimming behavior in other tadpole species. We then identified caudal posterior tuberculum dopamine neurons as more active during begging behavior and sensitive to caregiver olfactory cues. Projections of these dopaminergic neurons to the spinal accessory motor nucleus are required for begging displays. These findings support the idea that dopamine regulates olfactory-guided parental recognition in young and opens many avenues for studying how new communication behaviors can evolve from ancestral motor circuits.

neuroscience↗

PhyloAcc-GT: A Bayesian method for inferringpatterns of substitution rate shifts and associations with binary traits under gene tree discordance

An important goal of evolutionary genomics is to identify genomic regions whose substitution rates differ among lineages. For example, genomic regions experiencing accelerated molecular evolution in some lineages may provide insight into links between genotype to phenotype. Several comparative genomics methods have been developed to identify genomic accelerations between species, including a Bayesian method called PhyloAcc, which models shifts in substitution rate in multiple target lineages on a phylogeny. However, few methods consider the possibility of discordance between the trees of individual loci and the species tree due to incomplete lineage sorting, which might cause false positives. Here we present PhyloAcc-GT, which extends PhyloAcc by modeling gene tree heterogeneity to detect rate shifts across genomic regions. Given a species tree, we adopt the multispecies coalescent model as the prior distribution of gene trees, use Markov chain Monte Carlo (MCMC) for inference, and design novel MCMC moves to sample gene trees efficiently. Through extensive simulations, we show that PhyloAcc-GT outperforms PhyloAcc and other methods in identifying target-lineage-specific accelerations and detecting complex patterns of rate shifts, and is robust to specification of population size parameters. We apply PhyloAcc-GT to two examples of convergent evolution: flightlessness in ratites and marine mammal adaptations. PhyloAcc-GT is usually more conservative than PhyloAcc in calling convergent rate shifts because it identifies more accelerations on ancestral than on terminal branches. In summary, PhyloAcc-GT is a useful tool to identify shifts in substitution rate associated with specific target lineages while accounting for incomplete lineage sorting.

evolutionary biology↗

Effects of Plastic Ingestion on Blood Chemistry, Gene Expression and Body Condition in Wedge-Tailed Shearwaters (Ardenna Pacifica)

Plastic pollution is a global threat and affects almost every marine ecosystem. The amount of plastic in the ocean has increased substantially over the past decade, posing a mounting threat to biodiversity. Seabirds, typically top predators in marine food chains, have been negatively affected by plastic pollution. Here we focused on documenting the sublethal effects of plastic in Wedge-tailed Shearwaters (Ardenna pacifica, WTSH) on the island of Maui, Hawaii. Through analyses of blood chemistry, gene expression, morphometrics and stomach contents, we documented the effects of plastic ingestion on adult WTHS from 3 established colonies. We detected a negative relationship between body weight and the presence of plastic in regurgitated stomach contents. Genes associated with metabolic, biosynthetic pathways, inflammatory responses and ribosome function were upregulated in lighter birds. Birds that had ingested plastic tended to be lighter in weight, in comparison to birds that did not have plastic and tended to weight more. Furthermore, there were 43 genes differentiating males and females that did not have plastic compared to only 11 genes differentiating males and females that had ingested plastic. There was also a marginal negative relationship between lighter birds and blood urea nitrogen levels. We also hope that the morphometric measurements, blood parameters and gene expression data we collected contributes to a database that will be used for future studies on understanding anthropogenic effects on seabird body condition.

genomics↗

Development of the visual system in social poison frog tadpoles

The ways in which animals sense the world changes throughout development. For example, young of many species have limited visual capabilities, but still make social decisions, likely based on information gathered through other sensory modalities. Poison frog tadpoles display complex social behaviors that have been suggested to rely on vision despite a century of research indicating tadpoles have poorly-developed visual systems relative to adults. Alternatively, other sensory modalities, such as the lateral line system, are functional at hatching in frogs and may guide social decisions while other sensory systems mature. Here, we examined development of the mechanosensory lateral line and visual systems in tadpoles of the mimic poison frog (Ranitomeya imitator) that use vibrational begging displays to stimulate egg feeding from their mothers. We found that tadpoles hatch with a fully developed lateral line system. While begging behavior increases with development, ablating the lateral line system inhibited begging in pre-metamorphic tadpoles, but not in metamorphic tadpoles. We also found that the increase in begging and decrease in reliance on the lateral line co-occurs with increased retinal neural activity and gene expression associated with eye development. Using the neural tracer neurobiotin, we found that axonal innervations from the eye to the brain proliferate during metamorphosis, with little retinotectal connections in recently-hatched tadpoles. We then tested visual function in a phototaxis assay and found tadpoles prefer darker environments. The strength of this preference increased with developmental stage, but eyes were not required for this behavior, possibly indicating a role for the pineal gland. Together, these data suggest that tadpoles rely on different sensory modalities for social interactions across development and that the development of sensory systems in socially complex poison frog tadpoles is similar to that of other frog species.

developmental biology↗

slimr: An R package for integrating data and tailor-made population genomic simulations over space and time

Software for realistically simulating complex population genomic processes is revolutionizing our understanding of evolutionary processes, and providing novel opportunities for integrating empirical data with simulations. However, the integration between simulation software and software designed for working with empirical data is currently not well developed. Here we present slimr, an R package designed to create a seamless link between standalone software SLiM 3.0, one of the most powerful population genomic simulation frameworks, and the R development environment, with its powerful data manipulation and analysis tools. We show how slimr facilitates smooth integration between genetic data, ecological data and simulation in a single environment. The package enables pipelines that begin with data reading, cleaning, and manipulation, proceed to constructing empirically-based parameters and initial conditions for simulations, then to running numerical simulations, and finally to retrieving simulation results in a format suitable for comparisons with empirical data - aided by advanced analysis and visualization tools provided by R. We demonstrate the use of slimr with an example from our own work on the landscape population genomics of desert mammals, highlighting the advantage of having a single integrated tool for both data analysis and simulation. slimr makes the powerful simulation ability of SliM 3.0 directly accessible to R users, allowing integrated simulation projects that incorporate empirical data without the need to switch between software environments. This should provide more opportunities for evolutionary biologists and ecologists to use realistic simulations to better understand the interplay between ecological and evolutionary processes.

evolutionary biology↗

De Novo Assembly of the Northern Cardinal (Cardinalis cardinalis) Genome Reveals Candidate Regulatory Regions for Sexually Dichromatic Red Plumage Coloration

Northern cardinals (Cardinalis cardinalis) are common, mid-sized passerines widely distributed in North America. As an iconic species with strong sexual dichromatism, it has been the focus of extensive ecological and evolutionary research, yet genomic studies investigating the evolution of genotype-phenotype association of plumage coloration and dichromatism are lacking. Here we present a new, highly contiguous assembly for C. cardinalis. We generated a 1.1 Gb assembly comprised of 4,762 scaffolds, with a scaffold N50 of 3.6 Mb, a contig N50 of 114.4 kb and a longest scaffold of 19.7 Mb. We identified 93.5% complete and single-copy orthologs from an Aves dataset using BUSCO, demonstrating high completeness of the genome assembly. We annotated the genomic region comprising the CYP2J19 gene, which plays a pivotal role in the red coloration in birds. Comparative analyses demonstrated non-exonic regions unique to the CYP2J19 gene in passerines and a long insertion upstream of the gene in C. cardinalis. Transcription factor binding motifs discovered in the unique insertion region in C. cardinalis suggest potential androgen-regulated mechanisms underlying sexual dichromatism. Pairwise Sequential Markovian Coalescent (PSMC) analysis of the genome reveals fluctuations in historic effective population size between 100,000-250,000 in the last 2 millions years, with declines concordant with the beginning of the Pleistocene epoch and Last Glacial Period. This draft genome of C. cardinalis provides an important resource for future studies of ecological, evolutionary, and functional genomics in cardinals and other birds.

evolutionary biology↗

The Multispecies Coalescent Model Outperforms Concatenation across Diverse Phylogenomic Data Sets

A statistical framework of model comparison and model validation is essential to resolving the debates over concatenation and coalescent models in phylogenomic data analysis. A set of statistical tests are here applied and developed to evaluate and compare the adequacy of substitution, concatenation, and multispecies coalescent (MSC) models across 47 phylogenomic data sets collected across tree of life. Tests for substitution models and the concatenation assumption of topologically concordant gene trees suggest that a poor fit of substitution models (44% of loci rejecting the substitution model) and concatenation models (38% of loci rejecting the hypothesis of topologically congruent gene trees) is widespread. Logistic regression shows that the proportions of GC content and informative sites are both negatively correlated with the fit of substitution models across loci. Moreover, a substantial violation of the concatenation assumption of congruent gene trees is consistently observed across 6 major groups (birds, mammals, fish, insects, reptiles, and others, including other invertebrates). In contrast, among those loci adequately described by a given substitution model, the proportion of loci rejecting the MSC model is 11%, significantly lower than those rejecting the substitution and concatenation models, and Bayesian model comparison strongly favors the MSC over concatenation across all data sets. Species tree inference suggests that loci rejecting the MSC have little effect on species tree estimation. Due to computational constraints, the Bayesian model validation and comparison analyses were conducted on the reduced data sets. A complete analysis of phylogenomic data requires the development of efficient algorithms for phylogenetic inference. Nevertheless, the concatenation assumption of congruent gene trees rarely holds for phylogenomic data with more than 10 loci. Thus, for large phylogenomic data sets, model comparison analyses are expected to consistently and more strongly favor the coalescent model over the concatenation model. Our analysis reveals the value of model validation and comparison in phylogenomic data analysis, as well as the need for further improvements of multilocus models and computational tools for phylogenetic inference.

evolutionary biology↗

Evolution of the DAN gene family in vertebrates

The DAN gene family (DAN, Differential screening-selected gene Aberrant in Neuroblastoma) is a group of genes that is expressed during development and plays fundamental roles in limb bud formation and digitation, kidney formation and morphogenesis and left-right axis specification. During adulthood the expression of these genes are associated with diseases, including cancer. Although most of the attention to this group of genes has been dedicated to understanding its role in physiology and development, its evolutionary history remains poorly understood. Thus, the goal of this study is to investigate the evolutionary history of the DAN gene family in vertebrates, with the objective of complementing the already abundant physiological information with an evolutionary context. Our results recovered the monophyly of all DAN gene family members and divide them into five main groups. In addition to the well-known DAN genes, our phylogenetic results revealed the presence of two new DAN gene lineages; one is only retained in cephalochordates, whereas the other one (GREM3) was only identified in cartilaginous fish, holostean fish, and coelacanth. According to the phyletic distribution of the genes, the ancestor of gnathostomes possessed a repertoire of eight DAN genes, and during the radiation of the group GREM1, GREM2, SOST, SOSTDC1, and NBL1 were retained in all major groups, whereas, GREM3, CER1, and DAND5 were differentially lost.

evolutionary biology↗

Olfactory receptor subgenome and expression in a highly olfactory procellariiform seabird

Procellariiform seabirds are known for their well-developed olfactory capabilities, reflected by their large olfactory bulb to brain ratio and olfactory-mediated behaviors. Many species in this clade use olfactory cues for foraging and navigation, and some species can recognize individual-specific odors. Their genomes and transcriptomes may yield important clues about how the olfactory receptor (OR) subgenome was shaped by natural and sexual selection. In this study, we assembled a high-quality Leachs storm petrel (Oceanodroma leucorhoa) genome to facilitate characterization of the OR repertoire. We also surveyed expressed OR genes through transcriptome analysis of the olfactory epithelium - to our knowledge, the first avian study to interrogate OR diversity in this way. We detected a large number ([~]61) of intact OR genes, and identified OR genes under positive selection. In addition, we estimated that this species has the lowest proportion ([~]60%) of pseudogenes compared to other waterbirds studied thus far. We show that the traditional annotation-based genome mining method underestimates OR gene number (214) as compared to copy number analysis using depth-of-coverage analysis, which estimated a total of 492 OR genes. By examining OR expression pattern in this species, we identified highly expressed OR genes, and OR genes that were differentially expressed between age groups, providing valuable insight into the development of olfactory capabilities in this and other avian species. Our genomic evidence is consistent with the Leachs storm petrels well-developed olfactory sense, a key sensory foundation for its pelagic lifestyle and behavioral ecology.

evolutionary biology↗