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Sökning: WFRF:(Smeds Linnea)

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1.
  • Burri, Reto, et al. (författare)
  • Linked selection and recombination rate variation drive the evolution of the genomic landscape of differentiation across the speciation continuum of Ficedula flycatchers
  • 2015
  • Ingår i: Genome Research. - : Cold Spring Harbor Laboratory. - 1088-9051 .- 1549-5469. ; 25:11, s. 1656-1665
  • Tidskriftsartikel (refereegranskat)abstract
    • Speciation is a continuous process during which genetic changes gradually accumulate in the genomes of diverging species. Recent studies have documented highly heterogeneous differentiation landscapes, with distinct regions of elevated differentiation ("differentiation islands") widespread across genomes. However, it remains unclear which processes drive the evolution of differentiation islands; how the differentiation landscape evolves as speciation advances; and ultimately, how differentiation islands are related to speciation. Here, we addressed these questions based on population genetic analyses of 200 resequenced genomes from 10 populations of four Ficedula flycatcher sister species. We show that a heterogeneous differentiation landscape starts emerging among populations within species, and differentiation islands evolve recurrently in the very same genomic regions among independent lineages. Contrary to expectations from models that interpret differentiation islands as genomic regions involved in reproductive isolation that are shielded from gene flow, patterns of sequence divergence (d(XY) relative node depth) do not support a major role of gene flow in the evolution of the differentiation landscape in these species. Instead, as predicted by models of linked selection, genome-wide variation in diversity and differentiation can be explained by variation in recombination rate and the density of targets for selection. We thus conclude that the heterogeneous landscape of differentiation in Ficedula flycatchers evolves mainly as the result of background selection and selective sweeps in genomic regions of low recombination. Our results emphasize the necessity of incorporating linked selection as a null model to identify genome regions involved in adaptation and speciation.
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2.
  • Dutoit, Ludovic, et al. (författare)
  • Estimation of contemporary effect population size in an island population of the collared flycatcher (Ficedula albicollis) using large-scale genome data
  • Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
    • Due to its central importance to many aspects of evolutionary biology and population genetics, the long-term effective population size (Ne) has been estimated for numerous species and populations. However, estimating contemporary Ne is difficult and in practice this parameter is often not known. In principle, contemporary Ne can be estimated using either analyses of temporal changes in allele frequencies or the extent of linkage disequilibrium (LD) between unlinked markers. We applied these approaches for contemporary Ne estimation of a relatively recently founded island population of collared flycatchers (Ficedula albicollis). We sequenced the genomes of 85 birds sampled in 1993 and 2015, and used a method of Jorde & Ryman (2007) to estimate Ne to ≈5,000 based on the amount of genetic drift observed between the two cohorts. This corresponds to an effective size/census size (Ne/Nc) ratio of ≈0.5. An approach based on LD applied to each cohort could not separate from Ne infinity. When individuals from the two cohorts were pooled, Ne was estimated to 10,000-25,000, but these estimates may be sensitive to biases. We conclude that whole-genome sequence data offer new possibilities for estimation of contemporary Ne, but also note that such estimation remains difficult. 
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3.
  • Dutoit, Ludovic, et al. (författare)
  • Sex-biased gene expression, sexual antagonism and levels of genetic diversity in the collared flycatcher (Ficedula albicollis) genome
  • 2018
  • Ingår i: Molecular Ecology. - : Wiley. - 0962-1083 .- 1365-294X. ; 27:18, s. 3572-3581
  • Tidskriftsartikel (övrigt vetenskapligt/konstnärligt)abstract
    • Theoretical work suggests that sexual conflict should promote the maintenance of genetic diversity by the opposing directions of selection on sexually antagonistic mutations in males and females. This prediction, so far not been empirically tested on a genome-wide scale, could potentially contribute towards genomic heterogeneity in levels of genetic diversity. We used large-scale population genomic and transcriptomic data from the collared flycatcher (Ficedula albicollis) to analyse how sex-biased gene expression – one outcome of sexual conflict – relates to genetic variability. Here, we demonstrate that the extent of sex-biased gene expression of both male-biased and female-biased genes is significantly correlated with levels of nucleotide diversity in gene sequences and that this correlation extends to the overall levels of genomic diversity. We find evidence for balancing selection in sex-biased genes, suggesting that sex-biased gene expression could be seen as a component counteracting the diversity-reducing effects of linked positive and purifying selection. The observation of significant genetic differentiation between males and females for male-biased genes indicates ongoing sexual conflict and sex-specific viability selection, potentially driven by sexual selection. Our results thus provide a new perspective on the long-standing question in evolutionary biology of how genomes can remain so genetically variable in face of strong natural and sexual selection.
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4.
  • Ekblom, Robert, Docent, 1976-, et al. (författare)
  • Genome sequencing and conservation genomics in the Scandinavian wolverine population
  • 2018
  • Ingår i: Conservation Biology. - : WILEY. - 0888-8892 .- 1523-1739. ; 32:6, s. 1301-1312
  • Tidskriftsartikel (refereegranskat)abstract
    • Genetic approaches have proved valuable to the study and conservation of endangered populations, especially for monitoring programs, and there is potential for further developments in this direction by extending analyses to the genomic level. We assembled the genome of the wolverine (Gulo gulo), a mustelid that in Scandinavia has recently recovered from a significant population decline, and obtained a 2.42 Gb draft sequence representing >85% of the genome and including >21,000 protein-coding genes. We then performed whole-genome resequencing of 10 Scandinavian wolverines for population genomic and demographic analyses. Genetic diversity was among the lowest detected in a red-listed population (mean genome-wide nucleotide diversity of 0.05%). Results of the demographic analyses indicated a long-term decline of the effective population size (N-e) from 10,000 well before the last glaciation to N-e appeared even lower. The genome-wide F-IS level was 0.089 (possibly signaling inbreeding), but this effect was not observed when analyzing a set of highly variable SNP markers, illustrating that such markers can give a biased picture of the overall character of genetic diversity. We found significant population structure, which has implications for population connectivity and conservation. We used an integrated microfluidic circuit chip technology to develop an SNP-array consisting of 96 highly informative markers that, together with a multiplex pre-amplification step, was successfully applied to low-quality DNA from scat samples. Our findings will inform management, conservation, and genetic monitoring of wolverines and serve as a genomic roadmap that can be applied to other endangered species. The approach used here can be generally utilized in other systems, but we acknowledge the trade-off between investing in genomic resources and direct conservation actions.
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5.
  • Ekblom, Robert, et al. (författare)
  • Patterns of sequencing coverage bias revealed by ultra-deep sequencing of vertebrate mitochondria
  • 2014
  • Ingår i: BMC Genomics. - : Springer Science and Business Media LLC. - 1471-2164. ; 15, s. 467-
  • Tidskriftsartikel (refereegranskat)abstract
    • Background: Genome and transcriptome sequencing applications that rely on variation in sequence depth can be negatively affected if there are systematic biases in coverage. We have investigated patterns of local variation in sequencing coverage by utilising ultra-deep sequencing (>100,000X) of mtDNA obtained during sequencing of two vertebrate genomes, wolverine (Gulo gulo) and collared flycatcher (Ficedula albicollis). With such extreme depth, stochastic variation in coverage should be negligible, which allows us to provide a very detailed, fine-scale picture of sequence dependent coverage variation and sequencing error rates. Results: Sequencing coverage showed up to six-fold variation across the complete mtDNA and this variation was highly repeatable in sequencing of multiple individuals of the same species. Moreover, coverage in orthologous regions was correlated between the two species and was negatively correlated with GC content. We also found a negative correlation between the site-specific sequencing error rate and coverage, with certain sequence motifs "CCNGCC" being particularly prone to high rates of error and low coverage. Conclusions: Our results demonstrate that inherent sequence characteristics govern variation in coverage and suggest that some of this variation, like GC content, should be controlled for in, for example, RNA-Seq and detection of copy number variation.
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6.
  • Ellegren, Hans, et al. (författare)
  • The genomic landscape of species divergence in Ficedula flycatchers
  • 2012
  • Ingår i: Nature. - : Springer Science and Business Media LLC. - 0028-0836 .- 1476-4687. ; 491:7426, s. 756-760
  • Tidskriftsartikel (refereegranskat)abstract
    • Unravelling the genomic landscape of divergence between lineages is key to understanding speciation. The naturally hybridizing collared flycatcher and pied flycatcher are important avian speciation models that show pre-as well as postzygotic isolation. We sequenced and assembled the 1.1-Gb flycatcher genome, physically mapped the assembly to chromosomes using a low-density linkage map and re-sequenced population samples of each species. Here we show that the genomic landscape of species differentiation is highly heterogeneous with approximately 50 'divergence islands' showing up to 50-fold higher sequence divergence than the genomic background. These non-randomly distributed islands, with between one and three regions of elevated divergence per chromosome irrespective of chromosome size, are characterized by reduced levels of nucleotide diversity, skewed allele-frequency spectra, elevated levels of linkage disequilibrium and reduced proportions of shared polymorphisms in both species, indicative of parallel episodes of selection. Proximity of divergence peaks to genomic regions resistant to sequence assembly, potentially including centromeres and telomeres, indicate that complex repeat structures may drive species divergence. A much higher background level of species divergence of the Z chromosome, and a lower proportion of shared polymorphisms, indicate that sex chromosomes and autosomes are at different stages of speciation. This study provides a roadmap to the emerging field of speciation genomics.
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7.
  • Husby, Arild, et al. (författare)
  • Genome-wide association mapping in a wild avian population identifies a link between genetic and phenotypic variation in a life-history trait
  • 2015
  • Ingår i: Proceedings of the Royal Society of London. Biological Sciences. - : The Royal Society. - 0962-8452 .- 1471-2954. ; 282:1806
  • Tidskriftsartikel (refereegranskat)abstract
    • Understanding the genetic basis of traits involved in adaptation is a major challenge in evolutionary biology but remains poorly understood. Here, we use genome-wide association mapping using a custom 50 k single nucleotide polymorphism (SNP) array in a natural population of collared flycatchers to examine the genetic basis of clutch size, an important life-history trait in many animal species. We found evidence for an association on chromosome 18 where one SNP significant at the genome-wide level explained 3.9% of the phenotypic variance. We also detected two suggestive quantitative trait loci (QTLs) on chromosomes 9 and 26. Fitness differences among genotypes were generally weak and not significant, although there was some indication of a sex-by-genotype interaction for lifetime reproductive success at the suggestive QTL on chromosome 26. This implies that sexual antagonism may play a role in maintaining genetic variation at this QTL. Our findings provide candidate regions for a classic avian life-history trait that will be useful for future studies examining the molecular and cellular function of, as well as evolutionary mechanisms operating at, these loci.
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8.
  • Jarvis, Erich D., et al. (författare)
  • Whole-genome analyses resolve early branches in the tree of life of modern birds
  • 2014
  • Ingår i: Science. - : American Association for the Advancement of Science (AAAS). - 0036-8075 .- 1095-9203. ; 346:6215, s. 1320-1331
  • Tidskriftsartikel (refereegranskat)abstract
    • To better determine the history of modern birds, we performed a genome-scale phylogenetic analysis of 48 species representing all orders of Neoaves using phylogenomic methods created to handle genome-scale data. We recovered a highly resolved tree that confirms previously controversial sister or close relationships. We identified the first divergence in Neoaves, two groups we named Passerea and Columbea, representing independent lineages of diverse and convergently evolved land and water bird species. Among Passerea, we infer the common ancestor of core landbirds to have been an apex predator and confirm independent gains of vocal learning. Among Columbea, we identify pigeons and flamingoes as belonging to sister clades. Even with whole genomes, some of the earliest branches in Neoaves proved challenging to resolve, which was best explained by massive protein-coding sequence convergence and high levels of incomplete lineage sorting that occurred during a rapid radiation after the Cretaceous-Paleogene mass extinction event about 66 million years ago.
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9.
  • Kawakami, Takeshi, et al. (författare)
  • A high-density linkage map enables a second-generation collared flycatcher genome assembly and reveals the patterns of avian recombination rate variation and chromosomal evolution
  • 2014
  • Ingår i: Molecular Ecology. - : Wiley. - 0962-1083 .- 1365-294X. ; 23:16, s. 4035-4058
  • Forskningsöversikt (refereegranskat)abstract
    • Detailed linkage and recombination rate maps are necessary to use the full potential of genome sequencing and population genomic analyses. We used a custom collared flycatcher 50K SNP array to develop a high-density linkage map with 37262 markers assigned to 34 linkage groups in 33 autosomes and the Z chromosome. The best-order map contained 4215 markers, with a total distance of 3132cM and a mean genetic distance between markers of 0.12cM. Facilitated by the array being designed to include markers from most scaffolds, we obtained a second-generation assembly of the flycatcher genome that approaches full chromosome sequences (N50 super-scaffold size 20.2Mb and with 1.042Gb (of 1.116Gb) anchored to and mostly ordered and oriented along chromosomes). We found that flycatcher and zebra finch chromosomes are entirely syntenic but that inversions at mean rates of 1.5-2.0 event (6.6-7.5Mb) per My have changed the organization within chromosomes, rates high enough for inversions to potentially have been involved with many speciation events during avian evolution. The mean recombination rate was 3.1cM/Mb and correlated closely with chromosome size, from 2cM/Mb for chromosomes >100Mb to >10cM/Mb for chromosomes <10Mb. This size dependence seemed entirely due to an obligate recombination event per chromosome; if 50cM was subtracted from the genetic lengths of chromosomes, the rate per physical unit DNA was constant across chromosomes. Flycatcher recombination rate showed similar variation along chromosomes as chicken but lacked the large interior recombination deserts characteristic of zebra finch chromosomes.
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10.
  • Kawakami, Takeshi, et al. (författare)
  • Whole-genome patterns of linkage disequilibrium across flycatcher populations clarify the causes and consequences of fine-scale recombination rate variation in birds
  • 2017
  • Ingår i: Molecular Ecology. - : WILEY. - 0962-1083 .- 1365-294X. ; 26:16, s. 4158-4172
  • Tidskriftsartikel (refereegranskat)abstract
    • Recombination rate is heterogeneous across the genome of various species and so are genetic diversity and differentiation as a consequence of linked selection. However, we still lack a clear picture of the underlying mechanisms for regulating recombination. Here we estimated fine-scale population recombination rate based on the patterns of linkage disequilibrium across the genomes of multiple populations of two closely related flycatcher species (Ficedula albicollis and F. hypoleuca). This revealed an overall conservation of the recombination landscape between these species at the scale of 200 kb, but we also identified differences in the local rate of recombination despite their recent divergence (<1 million years). Genetic diversity and differentiation were associated with recombination rate in a lineage-specific manner, indicating differences in the extent of linked selection between species. We detected 400-3,085 recombination hotspots per population. Location of hotspots was conserved between species, but the intensity of hotspot activity varied between species. Recombination hotspots were primarily associated with CpG islands (CGIs), regardless of whether CGIs were at promoter regions or away from genes. Recombination hotspots were also associated with specific transposable elements (TEs), but this association appears indirect due to shared preferences of the transposition machinery and the recombination machinery for accessible open chromatin regions. Our results suggest that CGIs are a major determinant of the localization of recombination hotspots, and we propose that both the distribution of TEs and fine-scale variation in recombination rate may be associated with the evolution of the epigenetic landscape.
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11.
  • Künstner, Axel, et al. (författare)
  • Gene content and patterns of gene expression in the flycatcher genome
  • Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
    • Phenotypic evolution may be driven by changes in the sequence of protein-coding genes or by the way (when, where, at what level) proteins are expressed. Generally, our knowledge about the evolution of gene expression is relatively limited, and this is particularly so for wild populations. Collared flycatcher (Ficedula albicollis) and pied flycatcher (F. hypoleuca) are two recently diverged passerine birds, which have been subject to extensive ecological research, including aspects of speciation. We obtained RNA-seq data with Illumina technology from 10 adult individuals per species (five females and five males) using brain, kidney, liver, lung, muscle, skin, ovary, and testis tissue (plus eight embryos of each species). A total of more than 1 billion sequencing reads were assembled into >15.000 gene models for each species. The proportion of differentially expressed genes between species ranged from 8% to 18% per adult tissue. Very few GO categories were found to be overrepresented among differentially expressed genes, which at least in part might reflect that orphan and not yet annotated genes are prone to evolve more rapidly in gene expression level. However, in testis, the category olfactory receptor activity was significantly overrepresented among differentially expressed genes and it is of interest to note that this category of genes is involved in sperm-egg communication and thereby potentially may contribute to reproductive incompatibility between the two species. Genes with a high degree of differentiation in gene expression between species tended to have high rates of sequence evolution (high dN/dS). Overall, this study illustrates both the feasibility and usefulness of deep transcriptome sequencing in non-model organisms.
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12.
  • La Fleur, Linnea, et al. (författare)
  • Mutation patterns in a population-based non-small cell lung cancer cohort and prognostic impact of concomitant mutations in KRAS and TP53 or STK11
  • 2019
  • Ingår i: Lung Cancer. - : Elsevier BV. - 0169-5002 .- 1872-8332. ; 130, s. 50-58
  • Tidskriftsartikel (refereegranskat)abstract
    • OBJECTIVES: Non-small cell lung cancer (NSCLC) is a heterogeneous disease with unique combinations of somatic molecular alterations in individual patients, as well as significant differences in populations across the world with regard to mutation spectra and mutation frequencies. Here we aim to describe mutational patterns and linked clinical parameters in a population-based NSCLC cohort.MATERIALS AND METHODS: Using targeted resequencing the mutational status of 82 genes was evaluated in a consecutive Swedish surgical NSCLC cohort, consisting of 352 patient samples from either fresh frozen or formalin fixed paraffin embedded (FFPE) tissues. The panel covers all exons of the 82 genes and utilizes reduced target fragment length and two-strand capture making it compatible with degraded FFPE samples.RESULTS: We obtained a uniform sequencing coverage and mutation load across the fresh frozen and FFPE samples by adaption of sequencing depth and bioinformatic pipeline, thereby avoiding a technical bias between these two sample types. At large, the mutation frequencies resembled the frequencies seen in other western populations, except for a high frequency of KRAS hotspot mutations (43%) in adenocarcinoma patients. Worse overall survival was observed for adenocarcinoma patients with a mutation in either TP53, STK11 or SMARCA4. In the adenocarcinoma KRAS-mutated group poor survival appeared to be linked to concomitant TP53 or STK11 mutations, and not to KRAS mutation as a single aberration. Similar results were seen in the analysis of publicly available data from the cBioPortal. In squamous cell carcinoma a worse prognosis could be observed for patients with MLL2 mutations, while CSMD3 mutations were linked to a better prognosis.CONCLUSION: Here we have evaluated the mutational status of a NSCLC cohort. We could not confirm any survival impact of isolated driver mutations. Instead, concurrent mutations in TP53 and STK11 were shown to confer poor survival in the KRAS-positive adenocarcinoma subgroup.
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14.
  • Lamatsch, Dunja K., et al. (författare)
  • A Transcriptome Derived Female-Specific Marker from the Invasive Western Mosquitofish (Gambusia affinis)
  • 2015
  • Ingår i: PLOS ONE. - : Public Library of Science (PLoS). - 1932-6203. ; 10:2
  • Tidskriftsartikel (refereegranskat)abstract
    • Sex-specific markers are a prerequisite for understanding reproductive biology, genetic factors involved in sex differences, mechanisms of sex determination, and ultimately the evolution of sex chromosomes. The Western mosquitofish, Gambusia affinis, may be considered a model species for sex-chromosome evolution, as it displays female heterogamety (ZW/ZZ), and is also ecologically interesting as a worldwide invasive species. Here, de novo RNA-sequencing on the gonads of sexually mature G. affinis was used to identify contigs that were highly transcribed in females but not in males (i.e., transcripts with ovary-specific expression). Subsequently, 129 primer pairs spanning 79 contigs were tested by PCR to identify sex-specific transcripts. Of those primer pairs, one female-specific DNA marker was identified, Sanger sequenced and subsequently validated in 115 fish. Sequence analyses revealed a high similarity between the identified sex-specific marker and the 3' UTR of the aminomethyl transferase (amt) gene of the closely related platyfish (Xiphophorus maculatus). This is the first time that RNA-seq has been used to successfully characterize a sex-specific marker in a fish species in the absence of a genome map. Additionally, the identified sex-specific marker represents one of only a handful of such markers in fishes.
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15.
  • Nadachowska-Brzyska, Krystyna, et al. (författare)
  • Demographic Divergence History of Pied Flycatcher and Collared Flycatcher Inferred from Whole-Genome Re-sequencing Data
  • 2013
  • Ingår i: PLOS Genetics. - : Public Library of Science (PLoS). - 1553-7390 .- 1553-7404. ; 9:11, s. e1003942-
  • Tidskriftsartikel (refereegranskat)abstract
    • Profound knowledge of demographic history is a prerequisite for the understanding and inference of processes involved in the evolution of population differentiation and speciation. Together with new coalescent-based methods, the recent availability of genome-wide data enables investigation of differentiation and divergence processes at unprecedented depth. We combined two powerful approaches, full Approximate Bayesian Computation analysis (ABC) and pairwise sequentially Markovian coalescent modeling (PSMC), to reconstruct the demographic history of the split between two avian speciation model species, the pied flycatcher and collared flycatcher. Using whole-genome re-sequencing data from 20 individuals, we investigated 15 demographic models including different levels and patterns of gene flow, and changes in effective population size over time. ABC provided high support for recent (mode 0.3 my, range <0.7 my) species divergence, declines in effective population size of both species since their initial divergence, and unidirectional recent gene flow from pied flycatcher into collared flycatcher. The estimated divergence time and population size changes, supported by PSMC results, suggest that the ancestral species persisted through one of the glacial periods of middle Pleistocene and then split into two large populations that first increased in size before going through severe bottlenecks and expanding into their current ranges. Secondary contact appears to have been established after the last glacial maximum. The severity of the bottlenecks at the last glacial maximum is indicated by the discrepancy between current effective population sizes (20,000–80,000) and census sizes (5–50 million birds) of the two species. The recent divergence time challenges the supposition that avian speciation is a relatively slow process with extended times for intrinsic postzygotic reproductive barriers to evolve. Our study emphasizes the importance of using genome-wide data to unravel tangled demographic histories. Moreover, it constitutes one of the first examples of the inference of divergence history from genome-wide data in non-model species.
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16.
  • Nadachowska-Brzyska, Krystyna, et al. (författare)
  • Genomic inference of contemporary effective population size in a large island population of collared flycatchers (Ficedula albicollis)
  • 2021
  • Ingår i: Molecular Ecology. - : John Wiley & Sons. - 0962-1083 .- 1365-294X. ; 30:16, s. 3965-3973
  • Tidskriftsartikel (refereegranskat)abstract
    • Due to its central importance to many aspects of evolutionary biology and population genetics, the long-term effective population size (N-e) has been estimated for numerous species and populations. However, estimating contemporary N-e is difficult and in practice this parameter is often unknown. In principle, contemporary N-e can be estimated using either analyses of temporal changes in allele frequencies, or the extent of linkage disequilibrium (LD) between unlinked markers. We applied these approaches to estimate contemporary N-e of a relatively recently founded island population of collared flycatchers (Ficedula albicollis). We sequenced the genomes of 85 birds sampled in 1993 and 2015, and applied several temporal methods to estimate N-e at a few thousand (4000-7000). The approach based on LD provided higher estimates of N-e (20,000-32,000) and was associated with high variance, often resulting in infinite N-e. We conclude that whole-genome sequencing data offers new possibilities to estimate high (>1000) contemporary N-e, but also note that such estimates remain challenging, in particular for LD-based methods for contemporary N-e estimation.
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17.
  • Nadachowska-Brzyska, Krystyna, et al. (författare)
  • PSMC analysis of effective population sizes in molecular ecology and its application to black-and-white Ficedula flycatchers
  • 2016
  • Ingår i: Molecular Ecology. - : Wiley. - 0962-1083 .- 1365-294X. ; 25:5, s. 1058-1072
  • Forskningsöversikt (refereegranskat)abstract
    • Climatic fluctuations during the Quaternary period governed the demography of species and contributed to population differentiation and ultimately speciation. Studies of these past processes have previously been hindered by a lack of means and genetic data to model changes in effective population size (N-e) through time. However, based on diploid genome sequences of high quality, the recently developed pairwise sequentially Markovian coalescent (PSMC) can estimate trajectories of changes in N-e over considerable time periods. We applied this approach to resequencing data from nearly 200 genomes of four species and several populations of the Ficedula species complex of black-and-white flycatchers. N-e curves of Atlas, collared, pied and semicollared flycatcher converged 1-2million years ago (Ma) at an N-e of approximate to 200000, likely reflecting the time when all four species last shared a common ancestor. Subsequent separate N-e trajectories are consistent with lineage splitting and speciation. All species showed evidence of population growth up until 100-200thousand years ago (kya), followed by decline and then start of a new phase of population expansion. However, timing and amplitude of changes in N-e differed among species, and for pied flycatcher, the temporal dynamics of N-e differed between Spanish birds and central/northern European populations. This cautions against extrapolation of demographic inference between lineages and calls for adequate sampling to provide representative pictures of the coalescence process in different species or populations. We also empirically evaluate criteria for proper inference of demographic histories using PSMC and arrive at recommendations of using sequencing data with a mean genome coverage of 18X, a per-site filter of 10 reads and no more than 25% of missing data.
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18.
  • Nadachowska-Brzyska, Krystyna, et al. (författare)
  • Temporal Dynamics of Avian Populations during Pleistocene Revealed by Whole-Genome Sequences
  • 2015
  • Ingår i: Current Biology. - : Elsevier BV. - 0960-9822 .- 1879-0445. ; 25:10, s. 1375-1380
  • Tidskriftsartikel (refereegranskat)abstract
    • Global climate fluctuations have significantly influenced the distribution and abundance of biodiversity [1]. During unfavorable glacial periods, many species experienced range contraction and fragmentation, expanding again during interglacials [2- 4]. An understanding of the evolutionary consequences of both historical and ongoing climate changes requires knowledge of the temporal dynamics of population numbers during such climate cycles. Variation in abundance should have left clear signatures in the patterns of intraspecific genetic variation in extant species, from which historical effective population sizes (Ne) can be estimated [3]. We analyzed whole-genome sequences of 38 avian species in a pairwise sequentially Markovian coalescent (PSMC, [5]) framework to quantitatively reveal changes in Ne from approximately 10 million to 10 thousand years ago. Significant fluctuations in Ne over time were evident for most species. The most pronounced pattern observed in many species was a severe reduction in Ne coinciding with the beginning of the last glacial period (LGP). Among species, Ne varied by at least three orders of magnitude, exceeding 1 million in the most abundant species. Several species on the IUCN Red List of Threatened Species showed long-term reduction in population size, predating recent declines. We conclude that cycles of population expansions and contractions have been a common feature of many bird species during the Quaternary period, likely coinciding with climate cycles. Population size reduction should have increased the risk of extinction but may also have promoted speciation. Species that have experienced long-term declines may be especially vulnerable to recent anthropogenic threats.
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19.
  • Nater, Alexander, et al. (författare)
  • Resolving Evolutionary Relationships in Closely Related Species with Whole-Genome Sequencing Data
  • 2015
  • Ingår i: Systematic Biology. - : Oxford University Press (OUP). - 1063-5157 .- 1076-836X. ; 64:6, s. 1000-1017
  • Tidskriftsartikel (refereegranskat)abstract
    • Using genetic data to resolve the evolutionary relationships of species is of major interest in evolutionary and systematic biology. However, reconstructing the sequence of speciation events, the so-called species tree, in closely related and potentially hybridizing species is very challenging. Processes such as incomplete lineage sorting and interspecific gene flow result in local gene genealogies that differ in their topology from the species tree, and analyses of few loci with a single sequence per species are likely to produce conflicting or even misleading results. To study these phenomena on a full phylogenomic scale, we use whole-genome sequence data from 200 individuals of four black-and-white flycatcher species with so far unresolved phylogenetic relationships to infer gene tree topologies and visualize genome-wide patterns of gene tree incongruence. Using phylogenetic analysis in nonoverlapping 10-kb windows, we show that gene tree topologies are extremely diverse and change on a very small physical scale. Moreover, we find strong evidence for gene flow among flycatcher species, with distinct patterns of reduced introgression on the Z chromosome. To resolve species relationships on the background of widespread gene tree incongruence, we used four complementary coalescent-based methods for species tree reconstruction, including complex modeling approaches that incorporate post-divergence gene flow among species. This allowed us to infer the most likely species tree with high confidence. Based on this finding, we show that regions of reduced effective population size, which have been suggested as particularly useful for species tree inference, can produce positively misleading species tree topologies. Our findings disclose the pitfalls of using loci potentially under selection as phylogenetic markers and highlight the potential of modeling approaches to disentangle species relationships in systems with large effective population sizes and post-divergence gene flow.
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21.
  • Smeds, Linnea, et al. (författare)
  • ConDeTri : A content dependent read trimmer for Illumina data
  • 2011
  • Ingår i: PLOS ONE. - : Public Library of Science (PLoS). - 1932-6203. ; 6:10, s. e26314-
  • Tidskriftsartikel (refereegranskat)abstract
    • During the last few years, DNA and RNA sequencing have started to play an increasingly important role in biological and medical applications, especially due to the greater amount of sequencing data yielded from the new sequencing machines and the enormous decrease in sequencing costs. Particularly, Illumina/Solexa sequencing has had an increasing impact on gathering data from model and non-model organisms. However, accurate and easy to use tools for quality filtering have not yet been established. We present ConDeTri, a method for content dependent read trimming for next generation sequencing data using quality scores of each individual base. The main focus of the method is to remove sequencing errors from reads so that sequencing reads can be standardized. Another aspect of the method is to incorporate read trimming in next-generation sequencing data processing and analysis pipelines. It can process single-end and paired-end sequence data of arbitrary length and it is independent from sequencing coverage and user interaction. ConDeTri is able to trim and remove reads with low quality scores to save computational time and memory usage during de novo assemblies.  Low coverage or large genome sequencing projects will especially gain from trimming reads.  The method can easily be incorporated into preprocessing and analysis pipelines for Illumina data. Availability and implementation: Freely available on the web athttp://code.google.com/p/condetri
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22.
  • Smeds, Linnéa, 1985- (författare)
  • Conservation genomics in inbred Scandinavian wolves using bioinformatic methods
  • 2024
  • Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
    • With the recent and unprecedented progress in retrieving DNA sequence information from a large number of individuals of any species, conservation genetic research has entered a new phase. Specifically, it has become possible to study how genomes of endangered species respond to reductions in population size. Using genomic and bioinformatic approaches, in this thesis I investigate the contemporary Scandinavian wolf population founded 40 years ago by only three individuals, after the original population had been extirpated some decades earlier. The origin of the founders has been the subject of controversy, so I aimed to trace their origin using first male-specific Y chromosome sequences, and then whole-genome sequence data. I compared Scandinavian wolves to wolves from the nearby Finnish-Russian population as well as to publicly available wolf and dog samples from around the northern hemisphere, and found that the Scandinavian founders shared Y-haplotypes only with Finnish wolves. Consistent with this observation, when assessing population structure on the genomic scale, founders clustered with Finnish and Russian wolves, and an admixture analysis showed no other ancestries, nor traces of introgression from dogs. Small populations tend to have less genetic variation than larger populations, which might reduce their adaptive potential and increase the risk for extinction. A common measure used to investigate the genetic health of small populations is the genetic load, which is the fitness reduction of individuals due to accumulation of deleterious variants. I assessed the genetic load in Scandinavian wolves, divided into the components masked load (comprised of deleterious mutations in heterozygous state) and realized load (comprised of deleterious mutations in homozygous state), using both putatively deleterious single nucleotides and structural variants. I found that the realized load increased with every generation of inbreeding but was alleviated after genetic rescue events when new immigrants entered the population. Finally, I searched for the genetic basis of cryptorchidism, a testis condition that results in lowered fertility and is thought to be related to inbreeding depression. The trait is likely highly polygenic and the fact that only one significant association (to a region on the X chromosome) was found can be explained by that the number of available samples was very low, as is inevitable for small populations. In conclusion, this thesis explores the origin and the genetic health status of a small and recently founded natural population, and gives insights into how patterns of genetic load are affected by inbreeding and genetic rescue.  
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23.
  • Smeds, Linnea, et al. (författare)
  • Direct estimate of the rate of germline mutation in a bird
  • 2016
  • Ingår i: Genome Research. - : Cold Spring Harbor Laboratory. - 1088-9051 .- 1549-5469. ; 26:9, s. 1211-1218
  • Tidskriftsartikel (refereegranskat)abstract
    • The fidelity of DNA replication together with repair mechanisms ensure that the genetic material is properly copied from one generation to another. However, on extremely rare occasions when damages to DNA or replication errors are not repaired, germline mutations can be transmitted to the next generation. Because of the rarity of these events, studying the rate at which new mutations arise across organisms has been a great challenge, especially in multicellular nonmodel organisms with large genomes. We sequenced the genomes of 11 birds from a three-generation pedigree of the collared flycatcher (Ficedula albicollis) and used highly stringent bioinformatic criteria for mutation detection and used several procedures to validate mutations, including following the stable inheritance of new mutations to subsequent generations. We identified 55 de novo mutations with a 10-fold enrichment of mutations at CpG sites and with only a modest male mutation bias. The estimated rate of mutation per site per generation was 4.6 x 10(-9), which corresponds to 2.3 x 10(-9) mutations per site per year. Compared to mammals, this is similar to mouse but about half of that reported for humans, which may be due to the higher frequency of male mutations in humans. We confirm that mutation rate scales positively with genome size and that there is a strong negative relationship between mutation rate and effective population size, in line with the drift-barrier hypothesis. Our study illustrates that it should be feasible to obtain direct estimates of the rate of mutation in essentially any organism from which family material can be obtained.
  •  
24.
  • Smeds, Linnea, et al. (författare)
  • Evolutionary analysis of the female-specific avian W chromosome
  • 2015
  • Ingår i: Nature Communications. - : Springer Science and Business Media LLC. - 2041-1723. ; 6
  • Tidskriftsartikel (refereegranskat)abstract
    • The typically repetitive nature of the sex-limited chromosome means that it is often excluded from or poorly covered in genome assemblies, hindering studies of evolutionary and population genomic processes in non-recombining chromosomes. Here, we present a draft assembly of the non-recombining region of the collared flycatcher W chromosome, containing 46 genes without evidence of female-specific functional differentiation. Survival of genes during W chromosome degeneration has been highly non-random and expression data suggest that this can be attributed to selection for maintaining gene dose and ancestral expression levels of essential genes. Re-sequencing of large population samples revealed dramatically reduced levels of within-species diversity and elevated rates of between-species differentiation (lineage sorting), consistent with low effective population size. Concordance between W chromosome and mitochondrial DNA phylogenetic trees demonstrates evolutionary stable matrilineal inheritance of this nuclear-cytonuclear pair of chromosomes. Our results show both commonalities and differences between W chromosome and Y chromosome evolution.
  •  
25.
  • Smeds, Linnéa, et al. (författare)
  • From high masked to high realized genetic load in inbred Scandinavian wolves
  • 2023
  • Ingår i: Molecular Ecology. - : John Wiley & Sons. - 0962-1083 .- 1365-294X. ; 32:7, s. 1567-1580
  • Tidskriftsartikel (refereegranskat)abstract
    • When new mutations arise at functional sites they are more likely to impair than improve fitness. If not removed by purifying selection, such deleterious mutations will generate a genetic load that can have negative fitness effects in small populations and increase the risk of extinction. This is relevant for the highly inbred Scandinavian wolf (Canis lupus) population, founded by only three wolves in the 1980s and suffering from inbreeding depression. We used functional annotation and evolutionary conservation scores to study deleterious variation in a total of 209 genomes from both the Scandinavian and neighbouring wolf populations in northern Europe. The masked load (deleterious mutations in heterozygote state) was highest in Russia and Finland with deleterious alleles segregating at lower frequency than neutral variation. Genetic drift in the Scandinavian population led to the loss of ancestral alleles, fixation of deleterious variants and a significant increase in the per-individual realized load (deleterious mutations in homozygote state; an increase by 45% in protein-coding genes) over five generations of inbreeding. Arrival of immigrants gave a temporary genetic rescue effect with ancestral alleles re-entering the population and thereby shifting deleterious alleles from homozygous into heterozygote genotypes. However, in the absence of permanent connectivity to Finnish and Russian populations, inbreeding has then again led to the exposure of deleterious mutations. These observations provide genome-wide insight into the magnitude of genetic load and genetic rescue at the molecular level, and in relation to population history. They emphasize the importance of securing gene flow in the management of endangered populations.
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