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Fine-scale genetic structure in the critically endangered red-fronted macaw in the absence of geographic and ecological barriers. Sci Rep 2021; 11:556. [PMID: 33436676 PMCID: PMC7804180 DOI: 10.1038/s41598-020-79575-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 12/07/2020] [Indexed: 02/01/2023] Open
Abstract
Behavioural and socio-cultural traits are recognized in the restriction of gene flow in species with high cognitive capacity and complex societies. This isolation by social barriers has been generally overlooked in threatened species by assuming disrupted gene flow due to population fragmentation and decline. We examine the genetic structure and ecology of the global population of the Critically Endangered red-fronted macaw (Ara rubrogenys), an endemic species to the inter-Andean valleys of Bolivia. We found a fine-scale genetic structuring in four genetic clusters. Genetic diversity was higher in wild compared to captive-bred macaws, but similar to that of captive wild-caught macaws. We found no clear evidence of severe genetic erosion in the population in recent decades, but it was patent in historic times, overlapping with drastic human habitat transformation and macaw persecution over millennia. We found no evidence of geographical and ecological barriers, owing to the high dispersal ability, nesting and foraging habits between genetic clusters. The lack of genetic intermixing despite long-distance foraging and seasonal movements suggests recruitment in natal colonies and other social factors reinforcing philopatry-related genetic structure. Conservation efforts should be specifically focussed on major threats in each genetic cluster as independent conservation units, and also considered in ex-situ management.
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Szewczyk M, Nowak S, Niedźwiecka N, Hulva P, Špinkytė-Bačkaitienė R, Demjanovičová K, Bolfíková BČ, Antal V, Fenchuk V, Figura M, Tomczak P, Stachyra P, Stępniak KM, Zwijacz-Kozica T, Mysłajek RW. Dynamic range expansion leads to establishment of a new, genetically distinct wolf population in Central Europe. Sci Rep 2019; 9:19003. [PMID: 31831858 PMCID: PMC6908625 DOI: 10.1038/s41598-019-55273-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 11/06/2019] [Indexed: 11/12/2022] Open
Abstract
Local extinction and recolonization events can shape genetic structure of subdivided animal populations. The gray wolf (Canis lupus) was extirpated from most of Europe, but recently recolonized big part of its historical range. An exceptionally dynamic expansion of wolf population is observed in the western part of the Great European Plain. Nonetheless, genetic consequences of this process have not yet been fully understood. We aimed to assess genetic diversity of this recently established wolf population in Western Poland (WPL), determine its origin and provide novel data regarding the population genetic structure of the grey wolf in Central Europe. We utilized both spatially explicit and non-explicit Bayesian clustering approaches, as well as a model-independent, multivariate method DAPC, to infer genetic structure in large dataset (881 identified individuals) of wolf microsatellite genotypes. To put the patterns observed in studied population into a broader biogeographic context we also analyzed a mtDNA control region fragment widely used in previous studies. In comparison to a source population, we found slightly reduced allelic richness and heterozygosity in the newly recolonized areas west of the Vistula river. We discovered relatively strong west-east structuring in lowland wolves, probably reflecting founder-flush and allele surfing during range expansion, resulting in clear distinction of WPL, eastern lowland and Carpathian genetic groups. Interestingly, wolves from recently recolonized mountainous areas (Sudetes Mts, SW Poland) clustered together with lowland, but not Carpathian wolf populations. We also identified an area in Central Poland that seems to be a melting pot of western, lowland eastern and Carpathian wolves. We conclude that the process of dynamic recolonization of Central European lowlands lead to the formation of a new, genetically distinct wolf population. Together with the settlement and establishment of packs in mountains by lowland wolves and vice versa, it suggests that demographic dynamics and possibly anthropogenic barriers rather than ecological factors (e.g. natal habitat-biased dispersal patterns) shape the current wolf genetic structure in Central Europe.
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Affiliation(s)
- Maciej Szewczyk
- Institute of Genetics and Biotechnology, Faculty of Biology, University of Warsaw, Pawińskiego 5a, 02-106, Warsaw, Poland.,Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland.,Department of Vertebrate Ecology and Zoology, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, 80-308, Gdańsk, Poland
| | - Sabina Nowak
- Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland
| | - Natalia Niedźwiecka
- Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland
| | - Pavel Hulva
- Faculty of Science, Charles University in Prague, Viničná 7, 128 43, Prague, Czech Republic.,Faculty of Science, University of Ostrava, Chittussiho 10, 170 00, Ostrava, Czech Republic
| | | | - Klára Demjanovičová
- Faculty of Science, University of Ostrava, Chittussiho 10, 170 00, Ostrava, Czech Republic
| | - Barbora Černá Bolfíková
- Department of Animal Science and Food Processing, Faculty of Tropical AgriSciences, Czech University of Life Sciences Prague, Kamýcká 129, Prague 6, 165 00, Czech Republic
| | - Vladimír Antal
- State Nature Conservancy of Slovak Republic, Tajovského 28B, 974 01, Banská Bystrica, Slovakia
| | - Viktar Fenchuk
- APB-BirdLife Belarus, Engelsa 34A - 1, 220030, Minsk, Belarus
| | - Michał Figura
- Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland
| | - Patrycja Tomczak
- Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland.,Institute of Romance Studies, Faculty of Modern Languages and Literature, Adam Mickiewicz University in Poznań, Al. Niepodległości 4, 61-874, Poznań, Poland
| | | | - Kinga M Stępniak
- Institute of Genetics and Biotechnology, Faculty of Biology, University of Warsaw, Pawińskiego 5a, 02-106, Warsaw, Poland.,Association for Nature "Wolf", Twardorzeczka, Cynkowa 4, 34-324, Lipowa, Poland
| | | | - Robert W Mysłajek
- Institute of Genetics and Biotechnology, Faculty of Biology, University of Warsaw, Pawińskiego 5a, 02-106, Warsaw, Poland.
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Abstract
Identifying genomic locations of natural selection from sequence data is an ongoing challenge in population genetics. Current methods utilizing information combined from several summary statistics typically assume no correlation of summary statistics regardless of the genomic location from which they are calculated. However, due to linkage disequilibrium, summary statistics calculated at nearby genomic positions are highly correlated. We introduce an approach termed Trendsetter that accounts for the similarity of statistics calculated from adjacent genomic regions through trend filtering, while reducing the effects of multicollinearity through regularization. Our penalized regression framework has high power to detect sweeps, is capable of classifying sweep regions as either hard or soft, and can be applied to other selection scenarios as well. We find that Trendsetter is robust to both extensive missing data and strong background selection, and has comparable power to similar current approaches. Moreover, the model learned by Trendsetter can be viewed as a set of curves modeling the spatial distribution of summary statistics in the genome. Application to human genomic data revealed positively selected regions previously discovered such as LCT in Europeans and EDAR in East Asians. We also identified a number of novel candidates and show that populations with greater relatedness share more sweep signals.
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Affiliation(s)
- Mehreen R Mughal
- Bioinformatics and Genomics at the Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, PA
| | - Michael DeGiorgio
- Departments of Biology and Statistics, Pennsylvania State University,University Park, PA
- Institute for CyberScience, Pennsylvania State University, University Park, PA
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Morinha F, Dávila JA, Bastos E, Cabral JA, Frías Ó, González JL, Travassos P, Carvalho D, Milá B, Blanco G. Extreme genetic structure in a social bird species despite high dispersal capacity. Mol Ecol 2017; 26:2812-2825. [PMID: 28222237 DOI: 10.1111/mec.14069] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 02/08/2017] [Accepted: 02/09/2017] [Indexed: 01/01/2023]
Abstract
Social barriers have been shown to reduce gene flow and contribute to genetic structure among populations in species with high cognitive capacity and complex societies, such as cetaceans, apes and humans. In birds, high dispersal capacity is thought to prevent population divergence unless major geographical or habitat barriers induce isolation patterns by dispersal, colonization or adaptation limitation. We report that Iberian populations of the red-billed chough, a social, gregarious corvid with high dispersal capacity, show a striking degree of genetic structure composed of at least 15 distinct genetic units. Monitoring of marked individuals over 30 years revealed that long-distance movements over hundreds of kilometres are common, yet recruitment into breeding populations is infrequent and highly philopatric. Genetic differentiation is weakly related to geographical distance, and habitat types used are overall qualitatively similar among regions and regularly shared by individuals of different populations, so that genetic structure is unlikely to be due solely to isolation by distance or isolation by adaptation. Moreover, most population nuclei showed relatively high levels of genetic diversity, suggesting a limited role for genetic drift in significantly differentiating populations. We propose that social mechanisms may underlie this unprecedented level of genetic structure in birds through a pattern of isolation by social barriers not yet described, which may have driven this remarkable population divergence in the absence of geographical and environmental barriers.
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Affiliation(s)
- Francisco Morinha
- Laboratory of Applied Ecology, Centre for Research and Technology of Agro-Environment and Biological Sciences (CITAB), University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal.,Morinha Lab - Laboratory of Biodiversity and Molecular Genetics, Rua Dr. José Figueiredo, lote L-2, Lj B5, 5000-562, Vila Real, Portugal
| | - José A Dávila
- Instituto de Investigación en Recursos Cinegéticos, IREC (CSIC, UCLM, JCCM), Ciudad Real, Spain
| | - Estela Bastos
- Laboratory of Applied Ecology, Centre for Research and Technology of Agro-Environment and Biological Sciences (CITAB), University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal.,Department of Genetics and Biotechnology, School of Life and Environmental Sciences, University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal
| | - João A Cabral
- Laboratory of Applied Ecology, Centre for Research and Technology of Agro-Environment and Biological Sciences (CITAB), University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal
| | - Óscar Frías
- National Museum of Natural Sciences (MNCN), Spanish National Research Council (CSIC), Madrid, 28006, Spain
| | - José L González
- National Museum of Natural Sciences (MNCN), Spanish National Research Council (CSIC), Madrid, 28006, Spain
| | - Paulo Travassos
- Laboratory of Applied Ecology, Centre for Research and Technology of Agro-Environment and Biological Sciences (CITAB), University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal
| | - Diogo Carvalho
- Laboratory of Applied Ecology, Centre for Research and Technology of Agro-Environment and Biological Sciences (CITAB), University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801, Vila Real, Portugal
| | - Borja Milá
- National Museum of Natural Sciences (MNCN), Spanish National Research Council (CSIC), Madrid, 28006, Spain
| | - Guillermo Blanco
- National Museum of Natural Sciences (MNCN), Spanish National Research Council (CSIC), Madrid, 28006, Spain
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