1
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Martin CA, Sheppard EC, Ali HAA, Illera JC, Suh A, Spurgin LG, Richardson DS. Genomic landscapes of divergence among island bird populations: Evidence of parallel adaptation but at different loci? Mol Ecol 2024; 33:e17365. [PMID: 38733214 DOI: 10.1111/mec.17365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 03/01/2024] [Indexed: 05/13/2024]
Abstract
When populations colonise new environments, they may be exposed to novel selection pressures but also suffer from extensive genetic drift due to founder effects, small population sizes and limited interpopulation gene flow. Genomic approaches enable us to study how these factors drive divergence, and disentangle neutral effects from differentiation at specific loci due to selection. Here, we investigate patterns of genetic diversity and divergence using whole-genome resequencing (>22× coverage) in Berthelot's pipit (Anthus berthelotii), a passerine endemic to the islands of three north Atlantic archipelagos. Strong environmental gradients, including in pathogen pressure, across populations in the species range, make it an excellent system in which to explore traits important in adaptation and/or incipient speciation. First, we quantify how genomic divergence accumulates across the speciation continuum, that is, among Berthelot's pipit populations, between sub species across archipelagos, and between Berthelot's pipit and its mainland ancestor, the tawny pipit (Anthus campestris). Across these colonisation timeframes (2.1 million-ca. 8000 years ago), we identify highly differentiated loci within genomic islands of divergence and conclude that the observed distributions align with expectations for non-neutral divergence. Characteristic signatures of selection are identified in loci associated with craniofacial/bone and eye development, metabolism and immune response between population comparisons. Interestingly, we find limited evidence for repeated divergence of the same loci across the colonisation range but do identify different loci putatively associated with the same biological traits in different populations, likely due to parallel adaptation. Incipient speciation across these island populations, in which founder effects and selective pressures are strong, may therefore be repeatedly associated with morphology, metabolism and immune defence.
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Affiliation(s)
- Claudia A Martin
- School of Biological Sciences, University of East Anglia, Norfolk, UK
- Terrestrial Ecology Unit, Biology Department, Ghent University, Ghent, Belgium
- School of Biological Sciences, The University of Edinburgh, Edinburgh, UK
| | | | - Hisham A A Ali
- Department of Biology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford, UK
| | - Juan Carlos Illera
- Biodiversity Research Institute (CSIC-Oviedo University-Principality of Asturias), University of Oviedo, Mieres, Asturias, Spain
| | - Alexander Suh
- School of Biological Sciences, University of East Anglia, Norfolk, UK
- Department of Organismal Biology - Systematic Biology, Evolutionary Biology Centre (EBC), Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Lewis G Spurgin
- School of Biological Sciences, University of East Anglia, Norfolk, UK
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2
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Tsai WLE, Escalona M, Garrett KL, Terrill RS, Sahasrabudhe R, Nguyen O, Beraut E, Seligmann W, Fairbairn CW, Harrigan RJ, McCormack JE, Alfaro ME, Smith TB, Bay RA. A highly contiguous genome assembly for the Yellow Warbler (Setophaga petechia). J Hered 2024; 115:317-325. [PMID: 38401156 PMCID: PMC11081134 DOI: 10.1093/jhered/esae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 02/16/2024] [Indexed: 02/26/2024] Open
Abstract
The Yellow Warbler (Setophaga petechia) is a small songbird in the wood-warbler family (Parulidae) that exhibits phenotypic and ecological differences across a widespread distribution and is important to California's riparian habitat conservation. Here, we present a high-quality de novo genome assembly of a vouchered female Yellow Warbler from southern California. Using HiFi long-read and Omni-C proximity sequencing technologies, we generated a 1.22 Gb assembly including 687 scaffolds with a contig N50 of 6.80 Mb, scaffold N50 of 21.18 Mb, and a BUSCO completeness score of 96.0%. This highly contiguous genome assembly provides an essential resource for understanding the history of gene flow, divergence, and local adaptation in Yellow Warblers and can inform conservation management of this charismatic bird species.
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Affiliation(s)
- Whitney L E Tsai
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, United States
- Moore Laboratory of Zoology, Biology Department, Occidental College, Los Angeles, CA 90041, United States
| | - Merly Escalona
- Department of Biomolecular Engineering, University of California, Santa Cruz, CA 95064, United States
| | - Kimball L Garrett
- Ornithology Department, Natural History Museum of Los Angeles County, Los Angeles, CA 90007, United States
| | - Ryan S Terrill
- Moore Laboratory of Zoology, Biology Department, Occidental College, Los Angeles, CA 90041, United States
| | - Ruta Sahasrabudhe
- DNA Technologies and Expression Analysis Core Laboratory, Genome Center, University of California, Davis, CA 95616, United States
| | - Oanh Nguyen
- DNA Technologies and Expression Analysis Core Laboratory, Genome Center, University of California, Davis, CA 95616, United States
| | - Eric Beraut
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95064, United States
| | - William Seligmann
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95064, United States
| | - Colin W Fairbairn
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95064, United States
| | - Ryan J Harrigan
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, United States
| | - John E McCormack
- Moore Laboratory of Zoology, Biology Department, Occidental College, Los Angeles, CA 90041, United States
| | - Michael E Alfaro
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, United States
| | - Thomas B Smith
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, United States
| | - Rachael A Bay
- Department of Evolution and Ecology, University of California, Davis, CA 95616, United States
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3
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Justen HC, Easton WE, Delmore KE. Mapping seasonal migration in a songbird hybrid zone -- heritability, genetic correlations, and genomic patterns linked to speciation. Proc Natl Acad Sci U S A 2024; 121:e2313442121. [PMID: 38648483 PMCID: PMC11067064 DOI: 10.1073/pnas.2313442121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 03/19/2024] [Indexed: 04/25/2024] Open
Abstract
Seasonal migration is a widespread behavior relevant for adaptation and speciation, yet knowledge of its genetic basis is limited. We leveraged advances in tracking and sequencing technologies to bridge this gap in a well-characterized hybrid zone between songbirds that differ in migratory behavior. Migration requires the coordinated action of many traits, including orientation, timing, and wing morphology. We used genetic mapping to show these traits are highly heritable and genetically correlated, explaining how migration has evolved so rapidly in the past and suggesting future responses to climate change may be possible. Many of these traits mapped to the same genomic regions and small structural variants indicating the same, or tightly linked, genes underlie them. Analyses integrating transcriptomic data indicate cholinergic receptors could control multiple traits. Furthermore, analyses integrating genomic differentiation further suggested genes underlying migratory traits help maintain reproductive isolation in this hybrid zone.
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Affiliation(s)
- Hannah C. Justen
- Biology Department, Texas Agricultural and Mechanical University, TAMUCollege Station, TX3528
| | - Wendy E. Easton
- Environment and Climate Change Canada, Canadian Wildlife Service-Pacific Region, Delta, BCV4K 3N2, Canada
| | - Kira E. Delmore
- Biology Department, Texas Agricultural and Mechanical University, TAMUCollege Station, TX3528
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4
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Liu X, Lin L, Sinding MHS, Bertola LD, Hanghøj K, Quinn L, Garcia-Erill G, Rasmussen MS, Schubert M, Pečnerová P, Balboa RF, Li Z, Heaton MP, Smith TPL, Pinto RR, Wang X, Kuja J, Brüniche-Olsen A, Meisner J, Santander CG, Ogutu JO, Masembe C, da Fonseca RR, Muwanika V, Siegismund HR, Albrechtsen A, Moltke I, Heller R. Introgression and disruption of migration routes have shaped the genetic integrity of wildebeest populations. Nat Commun 2024; 15:2921. [PMID: 38609362 PMCID: PMC11014984 DOI: 10.1038/s41467-024-47015-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 03/11/2024] [Indexed: 04/14/2024] Open
Abstract
The blue wildebeest (Connochaetes taurinus) is a keystone species in savanna ecosystems from southern to eastern Africa, and is well known for its spectacular migrations and locally extreme abundance. In contrast, the black wildebeest (C. gnou) is endemic to southern Africa, barely escaped extinction in the 1900s and is feared to be in danger of genetic swamping from the blue wildebeest. Despite the ecological importance of the wildebeest, there is a lack of understanding of how its unique migratory ecology has affected its gene flow, genetic structure and phylogeography. Here, we analyze whole genomes from 121 blue and 22 black wildebeest across the genus' range. We find discrete genetic structure consistent with the morphologically defined subspecies. Unexpectedly, our analyses reveal no signs of recent interspecific admixture, but rather a late Pleistocene introgression of black wildebeest into the southern blue wildebeest populations. Finally, we find that migratory blue wildebeest populations exhibit a combination of long-range panmixia, higher genetic diversity and lower inbreeding levels compared to neighboring populations whose migration has recently been disrupted. These findings provide crucial insights into the evolutionary history of the wildebeest, and tangible genetic evidence for the negative effects of anthropogenic activities on highly migratory ungulates.
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Affiliation(s)
- Xiaodong Liu
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Long Lin
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Laura D Bertola
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Kristian Hanghøj
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Liam Quinn
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Mikkel Schubert
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | | | - Renzo F Balboa
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Zilong Li
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Michael P Heaton
- USDA, ARS, U.S. Meat Animal Research Center (USMARC), Clay Center, NE, USA
| | - Timothy P L Smith
- USDA, ARS, U.S. Meat Animal Research Center (USMARC), Clay Center, NE, USA
| | - Rui Resende Pinto
- CIIMAR-Interdisciplinary Centre of Marine and Environmental Research-University of Porto, Porto, Portugal
- Section for Biodiversity, Globe Institute, University of Copenhagen, Copenhagen, Denmark
| | - Xi Wang
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Josiah Kuja
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Jonas Meisner
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Research Centre for Mental Health, Copenhagen University Hospital, Copenhagen, Denmark
| | - Cindy G Santander
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Joseph O Ogutu
- Biostatistics Unit, Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Charles Masembe
- Department of Zoology, Entomology and Fisheries Sciences, Makerere University, P. O. Box 7062, Kampala, Uganda
| | - Rute R da Fonseca
- CIIMAR-Interdisciplinary Centre of Marine and Environmental Research-University of Porto, Porto, Portugal
- Section for Biodiversity, Globe Institute, University of Copenhagen, Copenhagen, Denmark
| | - Vincent Muwanika
- Department of Environmental Management, Makerere University, PO Box 7062, Kampala, Uganda
| | - Hans R Siegismund
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Ida Moltke
- Department of Biology, University of Copenhagen, Copenhagen, Denmark.
| | - Rasmus Heller
- Department of Biology, University of Copenhagen, Copenhagen, Denmark.
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5
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Green DA, Polidori S, Stratton SM. Modular switches shift monarch butterfly migratory flight behavior at their Mexican overwintering sites. iScience 2024; 27:109063. [PMID: 38420583 PMCID: PMC10901092 DOI: 10.1016/j.isci.2024.109063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 01/05/2024] [Accepted: 01/25/2024] [Indexed: 03/02/2024] Open
Abstract
Eastern North American migratory monarch butterflies exhibit migratory behavioral states in fall and spring characterized by sun-dependent oriented flight. However, it is unclear how monarchs transition between these behavioral states at their overwintering site. Using a modified Mouritsen-Frost flight simulator, we confirm individual directionality and compass-based orientation (leading to group orientation) in fall migrants, and also uncover sustained flight propensity and direction-based flight reinforcement as distinctly migratory behavioral traits. By testing monarchs at their Mexican overwintering sites, we show that overwintering monarchs show reduced propensity for sustained flight and lose individual directionality, leading to the loss of group-level orientation. Overwintering fliers orient axially in a time-of-day dependent manner, which may indicate local versus long-distance directional heading. These results support a model of migratory flight behavior in which modular, state-dependent switches for flight propensity and orientation control are highly dynamic and are controlled in season- and location-dependent manners.
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Affiliation(s)
- Delbert A. Green
- Department of Ecology and Evolutionary Biology, University of Michigan—Ann Arbor, 1105 N. University Avenue, Ann Arbor, MI 48109, USA
| | - Sean Polidori
- Department of Ecology and Evolutionary Biology, University of Michigan—Ann Arbor, 1105 N. University Avenue, Ann Arbor, MI 48109, USA
| | - Samuel M. Stratton
- Department of Ecology and Evolutionary Biology, University of Michigan—Ann Arbor, 1105 N. University Avenue, Ann Arbor, MI 48109, USA
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6
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Gu Z, Dixon A, Zhan X. Genetics and Evolution of Bird Migration. Annu Rev Anim Biosci 2024; 12:21-43. [PMID: 37906839 DOI: 10.1146/annurev-animal-021122-092239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Bird migration has long been a subject of fascination for humankind and is a behavior that is both intricate and multifaceted. In recent years, advances in technology, particularly in the fields of genomics and animal tracking, have enabled significant progress in our understanding of this phenomenon. In this review, we provide an overview of the latest advancements in the genetics of bird migration, with a particular focus on genomics, and examine various factors that contribute to the evolution of this behavior, including climate change. Integration of research from the fields of genomics, ecology, and evolution can enhance our comprehension of the complex mechanisms involved in bird migration and inform conservation efforts in a rapidly changing world.
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Affiliation(s)
- Zhongru Gu
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China;
- Cardiff University-Institute of Zoology Joint Laboratory for Biocomplexity Research, Chinese Academy of Sciences, Beijing, China
| | - Andrew Dixon
- Mohamed Bin Zayed Raptor Conservation Fund, Abu Dhabi, United Arab Emirates
| | - Xiangjiang Zhan
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China;
- Cardiff University-Institute of Zoology Joint Laboratory for Biocomplexity Research, Chinese Academy of Sciences, Beijing, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
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7
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Langebrake C, Manthey G, Frederiksen A, Lugo Ramos JS, Dutheil JY, Chetverikova R, Solov'yov IA, Mouritsen H, Liedvogel M. Adaptive evolution and loss of a putative magnetoreceptor in passerines. Proc Biol Sci 2024; 291:20232308. [PMID: 38320616 PMCID: PMC10846946 DOI: 10.1098/rspb.2023.2308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/08/2024] [Indexed: 02/08/2024] Open
Abstract
Migratory birds possess remarkable accuracy in orientation and navigation, which involves various compass systems including the magnetic compass. Identifying the primary magnetosensor remains a fundamental open question. Cryptochromes (Cry) have been shown to be magnetically sensitive, and Cry4a from a migratory songbird seems to show enhanced magnetic sensitivity in vitro compared to Cry4a from resident species. We investigate Cry and their potential involvement in magnetoreception in a phylogenetic framework, integrating molecular evolutionary analyses with protein dynamics modelling. Our analysis is based on 363 bird genomes and identifies different selection regimes in passerines. We show that Cry4a is characterized by strong positive selection and high variability, typical characteristics of sensor proteins. We identify key sites that are likely to have facilitated the evolution of an optimized sensory protein for night-time orientation in songbirds. Additionally, we show that Cry4 was lost in hummingbirds, parrots and Tyranni (Suboscines), and thus identified a gene deletion, which might facilitate testing the function of Cry4a in birds. In contrast, the other avian Cry (Cry1 and Cry2) were highly conserved across all species, indicating basal, non-sensory functions. Our results support a specialization or functional differentiation of Cry4 in songbirds which could be magnetosensation.
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Affiliation(s)
- Corinna Langebrake
- Institute of Avian Research ‘Vogelwarte Helgoland’, 26386 Wilhelmshaven, Germany
- MPRG Behavioural Genomics, MPI Evolutionary Biology, 24306 Plön, Germany
| | - Georg Manthey
- Institute of Avian Research ‘Vogelwarte Helgoland’, 26386 Wilhelmshaven, Germany
- Department of Physics, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
| | - Anders Frederiksen
- Department of Physics, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
| | - Juan S. Lugo Ramos
- MPRG Behavioural Genomics, MPI Evolutionary Biology, 24306 Plön, Germany
- The Francis Crick Institute, London NW1 1AT, UK
| | - Julien Y. Dutheil
- Research Group Molecular Systems Evolution, MPI Evolutionary Biology, 24306 Plön, Germany
| | - Raisa Chetverikova
- Biology and Environmental Sciences Department, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
| | - Ilia A. Solov'yov
- Department of Physics, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
- Research Centre for Neurosensory Sciences, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
- Center for Nanoscale Dynamics (CENAD), Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
| | - Henrik Mouritsen
- Biology and Environmental Sciences Department, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
- Research Centre for Neurosensory Sciences, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
| | - Miriam Liedvogel
- Institute of Avian Research ‘Vogelwarte Helgoland’, 26386 Wilhelmshaven, Germany
- MPRG Behavioural Genomics, MPI Evolutionary Biology, 24306 Plön, Germany
- Biology and Environmental Sciences Department, Carl von Ossietzky Universität Oldenburg, 26129 Oldenburg
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8
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Helm B, Liedvogel M. Avian migration clocks in a changing world. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2024:10.1007/s00359-023-01688-w. [PMID: 38305877 DOI: 10.1007/s00359-023-01688-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 12/13/2023] [Accepted: 12/22/2023] [Indexed: 02/03/2024]
Abstract
Avian long-distance migration requires refined programming to orchestrate the birds' movements on annual temporal and continental spatial scales. Programming is particularly important as long-distance movements typically anticipate future environmental conditions. Hence, migration has long been of particular interest in chronobiology. Captivity studies using a proxy, the shift to nocturnality during migration seasons (i.e., migratory restlessness), have revealed circannual and circadian regulation, as well as an innate sense of direction. Thanks to rapid development of tracking technology, detailed information from free-flying birds, including annual-cycle data and actograms, now allows relating this mechanistic background to behaviour in the wild. Likewise, genomic approaches begin to unravel the many physiological pathways that contribute to migration. Despite these advances, it is still unclear how migration programmes are integrated with specific environmental conditions experienced during the journey. Such knowledge is imminently important as temporal environments undergo rapid anthropogenic modification. Migratory birds as a group are not dealing well with the changes, yet some species show remarkable adjustments at behavioural and genetic levels. Integrated research programmes and interdisciplinary collaborations are needed to understand the range of responses of migratory birds to environmental change, and more broadly, the functioning of timing programmes under natural conditions.
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Affiliation(s)
- Barbara Helm
- Swiss Ornithological Institute, Bird Migration Unit, Seerose 1, CH-6204, Sempach, Schweiz.
| | - Miriam Liedvogel
- Institute of Avian Research, An Der Vogelwarte 21, 26386, Wilhelmshaven, Germany
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9
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Bascón-Cardozo K, Bours A, Manthey G, Durieux G, Dutheil JY, Pruisscher P, Odenthal-Hesse L, Liedvogel M. Fine-Scale Map Reveals Highly Variable Recombination Rates Associated with Genomic Features in the Eurasian Blackcap. Genome Biol Evol 2024; 16:evad233. [PMID: 38198800 PMCID: PMC10781513 DOI: 10.1093/gbe/evad233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2023] [Indexed: 01/12/2024] Open
Abstract
Recombination is responsible for breaking up haplotypes, influencing genetic variability, and the efficacy of selection. Bird genomes lack the protein PR domain-containing protein 9, a key determinant of recombination dynamics in most metazoans. Historical recombination maps in birds show an apparent stasis in positioning recombination events. This highly conserved recombination pattern over long timescales may constrain the evolution of recombination in birds. At the same time, extensive variation in recombination rate is observed across the genome and between different species of birds. Here, we characterize the fine-scale historical recombination map of an iconic migratory songbird, the Eurasian blackcap (Sylvia atricapilla), using a linkage disequilibrium-based approach that accounts for population demography. Our results reveal variable recombination rates among and within chromosomes, which associate positively with nucleotide diversity and GC content and negatively with chromosome size. Recombination rates increased significantly at regulatory regions but not necessarily at gene bodies. CpG islands are associated strongly with recombination rates, though their specific position and local DNA methylation patterns likely influence this relationship. The association with retrotransposons varied according to specific family and location. Our results also provide evidence of heterogeneous intrachromosomal conservation of recombination maps between the blackcap and its closest sister taxon, the garden warbler. These findings highlight the considerable variability of recombination rates at different scales and the role of specific genomic features in shaping this variation. This study opens the possibility of further investigating the impact of recombination on specific population-genomic features.
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Affiliation(s)
- Karen Bascón-Cardozo
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
| | - Andrea Bours
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
| | - Georg Manthey
- Institute of Avian Research “Vogelwarte Helgoland”, Wilhelmshaven 26386, Germany
| | - Gillian Durieux
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
| | - Julien Y Dutheil
- Department for Theoretical Biology, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
| | - Peter Pruisscher
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
- Department of Zoology, Stockholm University, Stockholm SE-106 91, Sweden
| | - Linda Odenthal-Hesse
- Department Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
| | - Miriam Liedvogel
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, Plön 24306, Germany
- Institute of Avian Research “Vogelwarte Helgoland”, Wilhelmshaven 26386, Germany
- Department of Biology and Environmental Sciences, Carl von Ossietzky University of Oldenburg, Oldenburg 26129, Germany
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10
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Mirchandani CD, Shultz AJ, Thomas GWC, Smith SJ, Baylis M, Arnold B, Corbett-Detig R, Enbody E, Sackton TB. A Fast, Reproducible, High-throughput Variant Calling Workflow for Population Genomics. Mol Biol Evol 2024; 41:msad270. [PMID: 38069903 PMCID: PMC10764099 DOI: 10.1093/molbev/msad270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/27/2023] [Accepted: 11/22/2023] [Indexed: 01/05/2024] Open
Abstract
The increasing availability of genomic resequencing data sets and high-quality reference genomes across the tree of life present exciting opportunities for comparative population genomic studies. However, substantial challenges prevent the simple reuse of data across different studies and species, arising from variability in variant calling pipelines, data quality, and the need for computationally intensive reanalysis. Here, we present snpArcher, a flexible and highly efficient workflow designed for the analysis of genomic resequencing data in nonmodel organisms. snpArcher provides a standardized variant calling pipeline and includes modules for variant quality control, data visualization, variant filtering, and other downstream analyses. Implemented in Snakemake, snpArcher is user-friendly, reproducible, and designed to be compatible with high-performance computing clusters and cloud environments. To demonstrate the flexibility of this pipeline, we applied snpArcher to 26 public resequencing data sets from nonmammalian vertebrates. These variant data sets are hosted publicly to enable future comparative population genomic analyses. With its extensibility and the availability of public data sets, snpArcher will contribute to a broader understanding of genetic variation across species by facilitating the rapid use and reuse of large genomic data sets.
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Affiliation(s)
- Cade D Mirchandani
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Allison J Shultz
- Ornithology Department, Natural History Museum of Los Angeles County, Los Angeles, CA 90007, USA
| | | | - Sara J Smith
- Informatics Group, Harvard University, Cambridge, MA, USA
- Biology, Mount Royal University, Calgary, AB T3E 6K6, Canada
| | - Mara Baylis
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Brian Arnold
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
- Center for Statistics and Machine Learning, Princeton University, Princeton, NJ, USA
| | - Russ Corbett-Detig
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Erik Enbody
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
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11
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Barr K, Bossu CM, Bay RA, Anderson EC, Belthoff J, Trulio LA, Chromczak D, Wisinski CL, Smith TB, Ruegg KC. Genetic and environmental drivers of migratory behavior in western burrowing owls and implications for conservation and management. Evol Appl 2023; 16:1889-1900. [PMID: 38143900 PMCID: PMC10739168 DOI: 10.1111/eva.13600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 08/30/2023] [Accepted: 09/01/2023] [Indexed: 12/26/2023] Open
Abstract
Migration is driven by a combination of environmental and genetic factors, but many questions remain about those drivers. Potential interactions between genetic and environmental variants associated with different migratory phenotypes are rarely the focus of study. We pair low coverage whole genome resequencing with a de novo genome assembly to examine population structure, inbreeding, and the environmental factors associated with genetic differentiation between migratory and resident breeding phenotypes in a species of conservation concern, the western burrowing owl (Athene cunicularia hypugaea). Our analyses reveal a dichotomy in gene flow depending on whether the population is resident or migratory, with the former being genetically structured and the latter exhibiting no signs of structure. Among resident populations, we observed significantly higher genetic differentiation, significant isolation-by-distance, and significantly elevated inbreeding. Among migratory breeding groups, on the other hand, we observed lower genetic differentiation, no isolation-by-distance, and substantially lower inbreeding. Using genotype-environment association analysis, we find significant evidence for relationships between migratory phenotypes (i.e., migrant versus resident) and environmental variation associated with cold temperatures during the winter and barren, open habitats. In the regions of the genome most differentiated between migrants and residents, we find significant enrichment for genes associated with the metabolism of fats. This may be linked to the increased pressure on migrants to process and store fats more efficiently in preparation for and during migration. Our results provide a significant contribution toward understanding the evolution of migratory behavior and vital insight into ongoing conservation and management efforts for the western burrowing owl.
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Affiliation(s)
- Kelly Barr
- Center for Tropical ResearchInstitute of the Environment and Sustainability, University of California, Los AngelesLos AngelesCaliforniaUSA
- Department of Ecology and Evolutionary BiologyUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Christen M. Bossu
- Department of BiologyColorado State UniversityFort CollinsColoradoUSA
| | - Rachael A. Bay
- Department of Evolution and EcologyUniversity of California, DavisDavisCaliforniaUSA
| | - Eric C. Anderson
- Fisheries Ecology Division, Southwest Fisheries Science CenterNational Marine Fisheries ServiceSanta CruzCaliforniaUSA
- Department of Fish, Wildlife, and Conservation BiologyColorado State UniversityFort CollinsColoradoUSA
| | - Jim Belthoff
- Raptor Research Center and Department of Biological SciencesBoise State UniversityBoiseIdahoUSA
| | - Lynne A. Trulio
- Department of Environmental StudiesSan José State UniversitySan JoseCaliforniaUSA
| | - Debra Chromczak
- Burrowing Owl Researcher & ConsultantRiegelsvillePennsylvaniaUSA
| | | | - Thomas B. Smith
- Center for Tropical ResearchInstitute of the Environment and Sustainability, University of California, Los AngelesLos AngelesCaliforniaUSA
- Department of Ecology and Evolutionary BiologyUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Kristen C. Ruegg
- Department of BiologyColorado State UniversityFort CollinsColoradoUSA
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12
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Le Clercq LS, Bazzi G, Cecere JG, Gianfranceschi L, Grobler JP, Kotzé A, Rubolini D, Liedvogel M, Dalton DL. Time trees and clock genes: a systematic review and comparative analysis of contemporary avian migration genetics. Biol Rev Camb Philos Soc 2023; 98:1051-1080. [PMID: 36879518 DOI: 10.1111/brv.12943] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 02/16/2023] [Accepted: 02/20/2023] [Indexed: 03/08/2023]
Abstract
Timing is a crucial aspect for survival and reproduction in seasonal environments leading to carefully scheduled annual programs of migration in many species. But what are the exact mechanisms through which birds (class: Aves) can keep track of time, anticipate seasonal changes, and adapt their behaviour? One proposed mechanism regulating annual behaviour is the circadian clock, controlled by a highly conserved set of genes, collectively called 'clock genes' which are well established in controlling the daily rhythmicity of physiology and behaviour. Due to diverse migration patterns observed within and among species, in a seemingly endogenously programmed manner, the field of migration genetics has sought and tested several candidate genes within the clock circuitry that may underlie the observed differences in breeding and migration behaviour. Among others, length polymorphisms within genes such as Clock and Adcyap1 have been hypothesised to play a putative role, although association and fitness studies in various species have yielded mixed results. To contextualise the existing body of data, here we conducted a systematic review of all published studies relating polymorphisms in clock genes to seasonality in a phylogenetically and taxonomically informed manner. This was complemented by a standardised comparative re-analysis of candidate gene polymorphisms of 76 bird species, of which 58 are migrants and 18 are residents, along with population genetics analyses for 40 species with available allele data. We tested genetic diversity estimates, used Mantel tests for spatial genetic analyses, and evaluated relationships between candidate gene allele length and population averages for geographic range (breeding- and non-breeding latitude), migration distance, timing of migration, taxonomic relationships, and divergence times. Our combined analysis provided evidence (i) of a putative association between Clock gene variation and autumn migration as well as a putative association between Adcyap1 gene variation and spring migration in migratory species; (ii) that these candidate genes are not diagnostic markers to distinguish migratory from sedentary birds; and (iii) of correlated variability in both genes with divergence time, potentially reflecting ancestrally inherited genotypes rather than contemporary changes driven by selection. These findings highlight a tentative association between these candidate genes and migration attributes as well as genetic constraints on evolutionary adaptation.
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Affiliation(s)
- Louis-Stéphane Le Clercq
- South African National Biodiversity Institute, P.O. Box 754, Pretoria, 0001, South Africa
- Department of Genetics, University of the Free State, PO Box 339, Bloemfontein, 9300, South Africa
| | - Gaia Bazzi
- Area Avifauna Migratrice, Istituto Superiore per la Protezione e la Ricerca Ambientale, via Ca' Fornacetta 9, Ozzano Emilia (BO), I-40064, Italy
| | - Jacopo G Cecere
- Area Avifauna Migratrice, Istituto Superiore per la Protezione e la Ricerca Ambientale, via Ca' Fornacetta 9, Ozzano Emilia (BO), I-40064, Italy
| | - Luca Gianfranceschi
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan, I-20133, Italy
| | - Johannes Paul Grobler
- Department of Genetics, University of the Free State, PO Box 339, Bloemfontein, 9300, South Africa
| | - Antoinette Kotzé
- South African National Biodiversity Institute, P.O. Box 754, Pretoria, 0001, South Africa
- Department of Genetics, University of the Free State, PO Box 339, Bloemfontein, 9300, South Africa
| | - Diego Rubolini
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, via Celoria 26, Milan, I-20133, Italy
- Istituto di Ricerca sulle Acque, IRSA-CNR, Via del Mulino 19, Brugherio (MB), I-20861, Italy
| | - Miriam Liedvogel
- Max Planck Research Group Behavioral Genomics, Max Planck Institute for Evolutionary Biology, Plön, 24306, Germany
- Institute of Avian Research, An der Vogelwarte 21, Wilhelmshaven, 26386, Germany
| | - Desiré Lee Dalton
- School of Health and Life Sciences, Teesside University, Middlesbrough, TS1 3BA, UK
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13
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McLaren JD, Schmaljohann H, Blasius B. Gauge-and-compass migration: inherited magnetic headings and signposts can adapt to changing geomagnetic landscapes. MOVEMENT ECOLOGY 2023; 11:37. [PMID: 37408064 DOI: 10.1186/s40462-023-00406-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 06/27/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND For many migratory species, inexperienced (naïve) individuals reach remote non-breeding areas independently using one or more inherited compass headings and, potentially, magnetic signposts to gauge where to switch between compass headings. Inherited magnetic-based migration has not yet been assessed as a population-level process, particularly across strong geomagnetic gradients or where long-term geomagnetic shifts (hereafter, secular variation) could create mismatches with magnetic headings. Therefore, it remains unclear whether inherited magnetic headings and signposts could potentially adapt to secular variation under natural selection. METHODS To address these unknowns, we modelled migratory orientation programs using an evolutionary algorithm incorporating global geomagnetic data (1900-2023). Modelled population mixing incorporated both natal dispersal and trans-generational inheritance of magnetic headings and signposts, including intrinsic (stochastic) variability in inheritance. Using the model, we assessed robustness of trans-hemispheric migration of a migratory songbird whose Nearctic breeding grounds have undergone rapid secular variation (mean 34° clockwise drift in declination, 1900-2023), and which travels across strong geomagnetic gradients via Europe to Africa. RESULTS Model-evolved magnetic-signposted migration was overall successful throughout the 124-year period, with 60-90% mean successful arrival across a broad range in plausible precision in compass headings and gauging signposts. Signposted migration reduced trans-Atlantic flight distances and was up to twice as successful compared with non-signposted migration. Magnetic headings shifted plastically in response to the secular variation (mean 16°-17° among orientation programs), whereas signpost latitudes were more constrained (3°-5° mean shifts). This plasticity required intrinsic variability in inheritance (model-evolved σ ≈ 2.6° standard error), preventing clockwise secular drift from causing unsustainable open-ocean flights. CONCLUSIONS Our study supports the potential long-term viability of inherited magnetic migratory headings and signposts, and illustrates more generally how inherited migratory orientation programs can both mediate and constrain evolution of routes, in response to global environmental change.
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Affiliation(s)
- James D McLaren
- Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129, Oldenburg, Germany.
| | - Heiko Schmaljohann
- Institute for Biology and Environmental Sciences (IBU), Carl Von Ossietzky University of Oldenburg, 26129, Oldenburg, Germany
- Institute of Avian Research, 26386, Wilhelmshaven, Germany
| | - Bernd Blasius
- Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129, Oldenburg, Germany
- Helmholtz Institute for Functional Marine Biodiversity (HIFMB), University of Oldenburg, 26129, Oldenburg, Germany
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14
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Sharma A, Sur S, Tripathi V, Kumar V. Genetic Control of Avian Migration: Insights from Studies in Latitudinal Passerine Migrants. Genes (Basel) 2023; 14:1191. [PMID: 37372370 DOI: 10.3390/genes14061191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 05/24/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023] Open
Abstract
Twice-a-year, large-scale movement of billions of birds across latitudinal gradients is one of the most fascinating behavioral phenomena seen among animals. These seasonal voyages in autumn southwards and in spring northwards occur within a discrete time window and, as part of an overall annual itinerary, involve close interaction of the endogenous rhythm at several levels with prevailing photoperiod and temperature. The overall success of seasonal migrations thus depends on their close coupling with the other annual sub-cycles, namely those of the breeding, post-breeding recovery, molt and non-migratory periods. There are striking alterations in the daily behavior and physiology with the onset and end of the migratory period, as shown by the phase inversions in behavioral (a diurnal passerine bird becomes nocturnal and flies at night) and neural activities. Interestingly, there are also differences in the behavior, physiology and regulatory strategies between autumn and spring (vernal) migrations. Concurrent molecular changes occur in regulatory (brain) and metabolic (liver, flight muscle) tissues, as shown in the expression of genes particularly associated with 24 h timekeeping, fat accumulation and the overall metabolism. Here, we present insights into the genetic basis of migratory behavior based on studies using both candidate and global gene expression approaches in passerine migrants, with special reference to Palearctic-Indian migratory blackheaded and redheaded buntings.
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Affiliation(s)
- Aakansha Sharma
- IndoUS Center in Chronobiology, Department of Zoology, University of Lucknow, Lucknow 226007, India
| | - Sayantan Sur
- IndoUS Center in Chronobiology, Department of Zoology, University of Lucknow, Lucknow 226007, India
| | - Vatsala Tripathi
- Department of Zoology, Dyal Singh College, University of Delhi, Delhi 110003, India
| | - Vinod Kumar
- IndoUS Center in Chronobiology, Department of Zoology, University of Delhi, Delhi 110007, India
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15
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de Greef E, Suh A, Thorstensen MJ, Delmore KE, Fraser KC. Genomic architecture of migration timing in a long-distance migratory songbird. Sci Rep 2023; 13:2437. [PMID: 36765096 PMCID: PMC9918537 DOI: 10.1038/s41598-023-29470-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/06/2023] [Indexed: 02/12/2023] Open
Abstract
The impact of climate change on spring phenology poses risks to migratory birds, as migration timing is controlled predominantly by endogenous mechanisms. Despite recent advances in our understanding of the underlying genetic basis of migration timing, the ways that migration timing phenotypes in wild individuals may map to specific genomic regions requires further investigation. We examined the genetic architecture of migration timing in a long-distance migratory songbird (purple martin, Progne subis subis) by integrating genomic data with an extensive dataset of direct migratory tracks. A moderate to large amount of variance in spring migration arrival timing was explained by genomics (proportion of phenotypic variation explained by genomics = 0.74; polygenic score R2 = 0.24). On chromosome 1, a region that was differentiated between migration timing phenotypes contained genes that could facilitate nocturnal flights and act as epigenetic modifiers. Overall, these results advance our understanding of the genomic underpinnings of migration timing.
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Affiliation(s)
- Evelien de Greef
- Department of Biological Sciences, University of Manitoba, Winnipeg, R3T 2N2, Canada.
| | - Alexander Suh
- Department of Organismal Biology, Uppsala University, 752 36, Uppsala, Sweden
- School of Biological Sciences, University of East Anglia, Norwich, NR4 7TU, UK
| | - Matt J Thorstensen
- Department of Biological Sciences, University of Manitoba, Winnipeg, R3T 2N2, Canada
| | - Kira E Delmore
- Department of Biology, Texas A&M University, College Station, TX, 77843, USA
| | - Kevin C Fraser
- Department of Biological Sciences, University of Manitoba, Winnipeg, R3T 2N2, Canada
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16
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Venkataraman K, Shai N, Lakhiani P, Zylka S, Zhao J, Herre M, Zeng J, Neal LA, Molina H, Zhao L, Vosshall LB. Two novel, tightly linked, and rapidly evolving genes underlie Aedes aegypti mosquito reproductive resilience during drought. eLife 2023; 12:e80489. [PMID: 36744865 PMCID: PMC10076016 DOI: 10.7554/elife.80489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 01/29/2023] [Indexed: 02/07/2023] Open
Abstract
Female Aedes aegypti mosquitoes impose a severe global public health burden as vectors of multiple viral pathogens. Under optimal environmental conditions, Aedes aegypti females have access to human hosts that provide blood proteins for egg development, conspecific males that provide sperm for fertilization, and freshwater that serves as an egg-laying substrate suitable for offspring survival. As global temperatures rise, Aedes aegypti females are faced with climate challenges like intense droughts and intermittent precipitation, which create unpredictable, suboptimal conditions for egg-laying. Here, we show that under drought-like conditions simulated in the laboratory, females retain mature eggs in their ovaries for extended periods, while maintaining the viability of these eggs until they can be laid in freshwater. Using transcriptomic and proteomic profiling of Aedes aegypti ovaries, we identify two previously uncharacterized genes named tweedledee and tweedledum, each encoding a small, secreted protein that both show ovary-enriched, temporally-restricted expression during egg retention. These genes are mosquito-specific, linked within a syntenic locus, and rapidly evolving under positive selection, raising the possibility that they serve an adaptive function. CRISPR-Cas9 deletion of both tweedledee and tweedledum demonstrates that they are specifically required for extended retention of viable eggs. These results highlight an elegant example of taxon-restricted genes at the heart of an important adaptation that equips Aedes aegypti females with 'insurance' to flexibly extend their reproductive schedule without losing reproductive capacity, thus allowing this species to exploit unpredictable habitats in a changing world.
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Affiliation(s)
- Krithika Venkataraman
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
| | - Nadav Shai
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
- Howard Hughes Medical InstituteNew YorkUnited States
| | - Priyanka Lakhiani
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller UniversityNew YorkUnited States
| | - Sarah Zylka
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
| | - Jieqing Zhao
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
| | - Margaret Herre
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
- Kavli Neural Systems InstituteNew YorkUnited States
| | - Joshua Zeng
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
| | - Lauren A Neal
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
| | - Henrik Molina
- Proteomics Resource Center, Rockefeller UniversityNew YorkUnited States
| | - Li Zhao
- Laboratory of Evolutionary Genetics and Genomics, Rockefeller UniversityNew YorkUnited States
| | - Leslie B Vosshall
- Laboratory of Neurogenetics and Behavior, Rockefeller UniversityNew YorkUnited States
- Howard Hughes Medical InstituteNew YorkUnited States
- Kavli Neural Systems InstituteNew YorkUnited States
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17
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Martin CA, Sheppard EC, Illera JC, Suh A, Nadachowska-Brzyska K, Spurgin LG, Richardson DS. Runs of homozygosity reveal past bottlenecks and contemporary inbreeding across diverging populations of an island-colonizing bird. Mol Ecol 2023; 32:1972-1989. [PMID: 36704917 DOI: 10.1111/mec.16865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 01/11/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023]
Abstract
Genomes retain evidence of the demographic history and evolutionary forces that have shaped populations and drive speciation. Across island systems, contemporary patterns of genetic diversity reflect population demography, including colonization events, bottlenecks, gene flow and genetic drift. Here, we investigate genome-wide diversity and the distribution of runs of homozygosity (ROH) using whole-genome resequencing of individuals (>22× coverage) from six populations across three archipelagos of Berthelot's pipit (Anthus berthelotii)-a passerine that has recently undergone island speciation. We show the most dramatic reduction in diversity occurs between the mainland sister species (the tawny pipit) and Berthelot's pipit and is lowest in the populations that have experienced sequential bottlenecks (i.e., the Madeiran and Selvagens populations). Pairwise sequential Markovian coalescent (PSMC) analyses estimated that Berthelot's pipit diverged from its sister species ~2 million years ago, with the Madeiran archipelago founded 50,000 years ago, and the Selvagens colonized 8000 years ago. We identify many long ROH (>1 Mb) in these most recently colonized populations. Population expansion within the last 100 years may have eroded long ROH in the Madeiran archipelago, resulting in a prevalence of short ROH (<1 Mb). However, the extensive long and short ROH detected in the Selvagens suggest strong recent inbreeding and bottleneck effects, with as much as 38% of the autosomes consisting of ROH >250 kb. These findings highlight the importance of demographic history, as well as selection and genetic drift, in shaping contemporary patterns of genomic diversity across diverging populations.
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Affiliation(s)
- Claudia A Martin
- School of Biological Sciences, University of East Anglia, Norfolk, UK.,Terrestrial Ecology Unit, Biology Department, Ghent University, Ghent, Belgium
| | | | - Juan Carlos Illera
- Biodiversity Research Institute (CSIC-Oviedo University-Principality of Asturias), University of Oviedo, Mieres, Asturias, Spain
| | - Alexander Suh
- School of Biological Sciences, University of East Anglia, Norfolk, UK.,Department of Organismal Biology - Systematic Biology, Evolutionary Biology Centre (EBC), Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Lewis G Spurgin
- School of Biological Sciences, University of East Anglia, Norfolk, UK
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18
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Sokolovskis K, Lundberg M, Åkesson S, Willemoes M, Zhao T, Caballero-Lopez V, Bensch S. Migration direction in a songbird explained by two loci. Nat Commun 2023; 14:165. [PMID: 36631459 PMCID: PMC9834303 DOI: 10.1038/s41467-023-35788-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
Migratory routes and remote wintering quarters in birds are often species and even population specific. It has been known for decades that songbirds mainly migrate solitarily, and that the migration direction is genetically controlled. Yet, the underlying genetic mechanisms remain unknown. To investigate the genetic basis of migration direction, we track genotyped willow warblers Phylloscopus trochilus from a migratory divide in Sweden, where South-West migrating, and South-East migrating subspecies form a hybrid swarm. We find evidence that migration direction follows a dominant inheritance pattern with epistatic interaction between two loci explaining 74% of variation. Consequently, most hybrids migrate similarly to one of the parental subspecies, and therefore do not suffer from the cost of following an inferior, intermediate route. This has significant implications for understanding the selection processes that maintain narrow migratory divides.
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Affiliation(s)
- Kristaps Sokolovskis
- Department of Biology, Lund University, Ecology Building, SE-223 62, Lund, Sweden.
| | - Max Lundberg
- Department of Biology, Lund University, Ecology Building, SE-223 62, Lund, Sweden
| | - Susanne Åkesson
- Department of Biology, Lund University, Ecology Building, SE-223 62, Lund, Sweden
| | - Mikkel Willemoes
- Department of Biology, Lund University, Ecology Building, SE-223 62, Lund, Sweden
| | - Tianhao Zhao
- GELIFES, University of Groningen, Nijenborgh 7, 5172.0664, 9747 AG, Groningen, The Netherlands
| | | | - Staffan Bensch
- Department of Biology, Lund University, Ecology Building, SE-223 62, Lund, Sweden
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19
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Zhang D, She H, Rheindt FE, Wu L, Wang H, Zhang K, Cheng Y, Song G, Jia C, Qu Y, Olsson U, Alström P, Lei F. Genomic and phenotypic changes associated with alterations of migratory behaviour in a songbird. Mol Ecol 2023; 32:381-392. [PMID: 36326561 DOI: 10.1111/mec.16763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/20/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022]
Abstract
The seasonal migration of birds is a fascinating natural wonder. Avian migratory behaviour changes are common and are probably a polygenic process as avian migration is governed by multiple correlated components with a variable genetic basis. However, the genetic and phenotypic changes involving migration changes are poorly studied. Using one annotated near-chromosomal level de novo genome assembly, 50 resequenced genomes, hundreds of morphometric data and species distribution information, we investigated population structure and genomic and phenotypic differences associated with differences in migratory behaviour in a songbird species, Yellow-throated Bunting Emberiza elegans (Aves: Emberizidae). Population genomic analyses reveal extensive gene flow between the southern resident and the northern migratory populations of this species. The hand-wing index is significantly lower in the resident populations than in the migratory populations, indicating reduced flight efficiency of the resident populations. Here, we discuss the possibility that nonmigratory populations may have originated from migratory populations though migration loss. We further infer that the alterations of genes related to energy metabolism, nervous system and circadian rhythm may have played major roles in regulating migration change. Our study sheds light on phenotypic and polygenic changes involving migration change.
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Affiliation(s)
- Dezhi Zhang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Huishang She
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Frank E Rheindt
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Lei Wu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Huan Wang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Kai Zhang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yalin Cheng
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Gang Song
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Chenxi Jia
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Yanhua Qu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Urban Olsson
- Department of Biology and Environmental Science, University of Gothenburg, Gothenburg, Sweden.,Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | - Per Alström
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Fumin Lei
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China.,Centre for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
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20
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Dufour P, Åkesson S, Hellström M, Hewson C, Lagerveld S, Mitchell L, Chernetsov N, Schmaljohann H, Crochet PA. The Yellow-browed Warbler (Phylloscopus inornatus) as a model to understand vagrancy and its potential for the evolution of new migration routes. MOVEMENT ECOLOGY 2022; 10:59. [PMID: 36517925 PMCID: PMC9753335 DOI: 10.1186/s40462-022-00345-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 10/30/2022] [Indexed: 06/17/2023]
Abstract
Why and how new migration routes emerge remain fundamental questions in ecology, particularly in the context of current global changes. In its early stages, when few individuals are involved, the evolution of new migration routes can be easily confused with vagrancy, i.e. the occurrence of individuals outside their regular breeding, non-breeding or migratory distribution ranges. Yet, vagrancy can in theory generate new migration routes if vagrants survive, return to their breeding grounds and transfer their new migration route to their offspring, thus increasing a new migratory phenotype in the population. Here, we review the conceptual framework and empirical challenges of distinguishing regular migration from vagrancy in small obligate migratory passerines and explain how this can inform our understanding of migration evolution. For this purpose, we use the Yellow-browed Warbler (Phylloscopus inornatus) as a case study. This Siberian species normally winters in southern Asia and its recent increase in occurrence in Western Europe has become a prominent evolutionary puzzle. We first review and discuss available evidence suggesting that the species is still mostly a vagrant in Western Europe but might be establishing a new migration route initiated by vagrants. We then list possible empirical approaches to check if some individuals really undertake regular migratory movements between Western Europe and Siberia, which would make this species an ideal model for studying the links between vagrancy and the emergence of new migratory routes.
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Affiliation(s)
- Paul Dufour
- LECA, CNRS, Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, Grenoble, France.
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden.
| | - Susanne Åkesson
- Department of Biology, Center for Animal Movement Research, Lund University, Ecology Building, 22362, Lund, Sweden
| | | | - Chris Hewson
- British Trust for Ornithology, The Nunnery, Thetford, Norfolk, IP27 2PU, UK
| | - Sander Lagerveld
- Wageningen University & Research, Ankerpark 27, 1781 AG, Den Helder, Netherlands
| | - Lucy Mitchell
- Environmental Research Institute, Centre for Energy and Environment (CfEE), The North Highland College UHI, Ormlie Road, Thurso, KW14 7EE, UK
| | - Nikita Chernetsov
- Ornithology Lab, Zoological Institute RAS, 1 Universitetskaya Emb, 199034, St. Petersburg, Russia
- Department of Vertebrate Zoology, St. Petersburg State University, 7-9 Universitetskaya Emb, 199034, St. Petersburg, Russia
| | - Heiko Schmaljohann
- Institute for Biology and Environmental Sciences (IBU), Car Von Ossietzky University of Oldenburg, Carl-Von-Ossietzky-Straße 9-11, 26129, Oldenburg, Germany
- Institute of Avian Research, An Der Vogelwarte 21, 26386, Wilhelmshaven, Germany
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21
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Sharma A, Tripathi V, Kumar V. Control and adaptability of seasonal changes in behavior and physiology of latitudinal avian migrants: Insights from laboratory studies in Palearctic-Indian migratory buntings. JOURNAL OF EXPERIMENTAL ZOOLOGY. PART A, ECOLOGICAL AND INTEGRATIVE PHYSIOLOGY 2022; 337:902-918. [PMID: 35677956 DOI: 10.1002/jez.2631] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 06/15/2023]
Abstract
Twice-a-year migrations, one in autumn and the other in spring, occur within a discrete time window with striking alterations in the behavior and physiology, as regulated by the interaction of endogenous rhythms with prevailing photoperiod. These seasonal voyages are not isolated events; rather, they are part of an overall annual itinerary and remain closely coupled to the other annual subcycles, called seasonal life history states (LHSs). The success of migration depends on appropriate timing of the initiation and termination of each LHS, for example, reproduction, molt, summer nonmigratory, preautumn migratory (fattening and weight gain), autumn migratory, winter nonmigratory (wnM), prevernal (spring) migratory (fattening and weight gain), and spring migratory LHSs. Migration-linked photoperiod-induced changes include the body fattening and weight gain, nocturnal Zugunruhe (migratory restlessness), elevated triglycerides and free fatty acids, triiodothyronine and corticosterone levels. Hypothalamic expression of the thyroid hormone-responsive dio2 and dio3, light-responsive per2, cry1, and adcyap1 and th (tyrosine hydroxylase, involved in dopamine biosynthesis) genes also show significant changes with transition from wnM to the vernal migratory LHS. Concurrent changes in the expression of genes associated with lipid metabolism and its transport also occur in the liver and flight muscles, respectively. Interestingly, there are clear differences in the behavioral and physiological phenotypes, and associated molecular changes, between the autumn and vernal migrations. In this review, we discuss seasonal changes in the behavior and physiology, and present molecular insights into the development of migratory phenotypes in latitudinal avian migrants, with special reference to Palearctic-Indian migratory buntings.
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Affiliation(s)
- Aakansha Sharma
- Department of Zoology, IndoUS Center in Chronobiology, University of Delhi, Delhi, India
| | - Vatsala Tripathi
- Department of Zoology, Dyal Singh College, University of Delhi, Delhi, India
| | - Vinod Kumar
- Department of Zoology, IndoUS Center in Chronobiology, University of Delhi, Delhi, India
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22
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Repeated genetic adaptation to altitude in two tropical butterflies. Nat Commun 2022; 13:4676. [PMID: 35945236 PMCID: PMC9363431 DOI: 10.1038/s41467-022-32316-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 07/26/2022] [Indexed: 01/02/2023] Open
Abstract
Repeated evolution can provide insight into the mechanisms that facilitate adaptation to novel or changing environments. Here we study adaptation to altitude in two tropical butterflies, Heliconius erato and H. melpomene, which have repeatedly and independently adapted to montane habitats on either side of the Andes. We sequenced 518 whole genomes from altitudinal transects and found many regions differentiated between highland (~ 1200 m) and lowland (~ 200 m) populations. We show repeated genetic differentiation across replicate populations within species, including allopatric comparisons. In contrast, there is little molecular parallelism between the two species. By sampling five close relatives, we find that a large proportion of divergent regions identified within species have arisen from standing variation and putative adaptive introgression from high-altitude specialist species. Taken together our study supports a role for both standing genetic variation and gene flow from independently adapted species in promoting parallel local adaptation to the environment. Here, the authors study adaptation to altitude in 518 whole genomes from two species of tropical butterflies. They find repeated genetic differentiation within species, little molecular parallelism between these species, and introgression from closely related species, concluding that standing genetic variation promotes parallel local adaptation.
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23
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Doyle T, Jimenez-Guri E, Hawkes WLS, Massy R, Mantica F, Permanyer J, Cozzuto L, Hermoso Pulido T, Baril T, Hayward A, Irimia M, Chapman JW, Bass C, Wotton KR. Genome-wide transcriptomic changes reveal the genetic pathways involved in insect migration. Mol Ecol 2022; 31:4332-4350. [PMID: 35801824 PMCID: PMC9546057 DOI: 10.1111/mec.16588] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/21/2022] [Accepted: 06/27/2022] [Indexed: 11/29/2022]
Abstract
Insects are capable of extraordinary feats of long‐distance movement that have profound impacts on the function of terrestrial ecosystems. The ability to undertake these movements arose multiple times through the evolution of a suite of traits that make up the migratory syndrome, however the underlying genetic pathways involved remain poorly understood. Migratory hoverflies (Diptera: Syrphidae) are an emerging model group for studies of migration. They undertake seasonal movements in huge numbers across large parts of the globe and are important pollinators, biological control agents and decomposers. Here, we assembled a high‐quality draft genome of the marmalade hoverfly (Episyrphus balteatus). We leveraged this genomic resource to undertake a genome‐wide transcriptomic comparison of actively migrating Episyrphus, captured from a high mountain pass as they flew south to overwinter, with the transcriptomes of summer forms which were non‐migratory. We identified 1543 genes with very strong evidence for differential expression. Interrogation of this gene set reveals a remarkable range of roles in metabolism, muscle structure and function, hormonal regulation, immunity, stress resistance, flight and feeding behaviour, longevity, reproductive diapause and sensory perception. These features of the migrant phenotype have arisen by the integration and modification of pathways such as insulin signalling for diapause and longevity, JAK/SAT for immunity, and those leading to octopamine production and fuelling to boost flight capabilities. Our results provide a powerful genomic resource for future research, and paint a comprehensive picture of global expression changes in an actively migrating insect, identifying key genomic components involved in this important life‐history strategy.
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Affiliation(s)
- Toby Doyle
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Eva Jimenez-Guri
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Will L S Hawkes
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Richard Massy
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Federica Mantica
- Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Jon Permanyer
- Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Luca Cozzuto
- Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Toni Hermoso Pulido
- Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Tobias Baril
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Alex Hayward
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Manuel Irimia
- Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain.,Universitat Pompeu Fabra, Barcelona, Spain.,ICREA, Barcelona, Spain
| | - Jason W Chapman
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom.,Environment and Sustainability Institute, University of Exeter, Cornwall Campus, Penryn, United Kingdom.,Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, People's Republic of China
| | - Chris Bass
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
| | - Karl R Wotton
- Centre for Ecology and Conservation, University of Exeter, Cornwall Campus, Penryn, United Kingdom
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24
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Carbeck K, Wang T, Reid JM, Arcese P. Adaptation to climate change through seasonal migration revealed by climatic versus demographic niche models. GLOBAL CHANGE BIOLOGY 2022; 28:4260-4275. [PMID: 35366358 DOI: 10.1111/gcb.16185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
Predicting the geographic range of species and their response to climatic variation and change are entwined goals in conservation and evolutionary ecology. Species distribution models (SDMs) are foundational in this effort and used to visualize the geographic range of species as the spatial representation of its realized niche. SDMs are also used to forecast range shifts under climate change, but often in the absence of empirical evidence that climate limits population growth. We explored the influence of climate on demography, seasonal migration, and the extent of the geographic range in song sparrows (Melospiza melodia), a species thought to display marked local adaptation to regional climate. To do so, we developed SDMs to predict the demographic and climate niches of migratory and resident song sparrows across our study area in western North America from California to Alaska, using 48 years of demographic data from a focal population in British Columbia and 1.2 million continental-scale citizen science observations. Spatial agreement of our demographic and climate niche models in the region of our focal population was strong (76%), supporting the hypothesis that demographic performance and the occurrence of seasonal migration varied predictably with climatic conditions. In contrast, agreement at the northern (58%) and southern (40%) extents of our study area was lower, as expected if the factors limiting population growth vary regionally. Our results support the hypothesis that local climate drives spatial variation in the occurrence of seasonal migration in song sparrows by limiting the fitness of year-round residents, and suggest that climate warming has favored range expansions and facilitated an upward shift in elevational range song sparrows that forgo seasonal migration. Our work highlights the potential role of seasonal migration in climate adaptation and limits on the reliability of climate niche models not validated with demographic data.
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Affiliation(s)
- Katherine Carbeck
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tongli Wang
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jane M Reid
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
- Centre for Biodiversity Dynamics, Institutt for Biologi, NTNU, Trondheim, Norway
| | - Peter Arcese
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
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25
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Schmaljohann H, Eikenaar C, Sapir N. Understanding the ecological and evolutionary function of stopover in migrating birds. Biol Rev Camb Philos Soc 2022; 97:1231-1252. [PMID: 35137518 DOI: 10.1111/brv.12839] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 12/14/2022]
Abstract
Global movement patterns of migratory birds illustrate their fascinating physical and physiological abilities to cross continents and oceans. During their voyages, most birds land multiple times to make so-called 'stopovers'. Our current knowledge on the functions of stopover is mainly based on the proximate study of departure decisions. However, such studies are insufficient to gauge fully the ecological and evolutionary functions of stopover. If we study how a focal trait, e.g. changes in energy stores, affects the decision to depart from a stopover without considering the trait(s) that actually caused the bird to land, e.g. unfavourable environmental conditions for flight, we misinterpret the function of the stopover. It is thus important to realise and acknowledge that stopovers have many different functions, and that not every migrant has the same (set of) reasons to stop-over. Additionally, we may obtain contradictory results because the significance of different traits to a migrant is context dependent. For instance, late spring migrants may be more prone to risk-taking and depart from a stopover with lower energy stores than early spring migrants. Thus, we neglect that departure decisions are subject to selection to minimise immediate (mortality risk) and/or delayed (low future reproductive output) fitness costs. To alleviate these issues, we first define stopover as an interruption of migratory endurance flight to minimise immediate and/or delayed fitness costs. Second, we review all probable functions of stopover, which include accumulating energy, various forms of physiological recovery and avoiding adverse environmental conditions for flight, and list potential other functions that are less well studied, such as minimising predation, recovery from physical exhaustion and spatiotemporal adjustments to migration. Third, derived from these aspects, we argue for a paradigm shift in stopover ecology research. This includes focusing on why an individual interrupts its migratory flight, which is more likely to identify the individual-specific function(s) of the stopover correctly than departure-decision studies. Moreover, we highlight that the selective forces acting on stopover decisions are context dependent and are expected to differ between, e.g. K-/r-selected species, the sexes and migration strategies. For example, all else being equal, r-selected species (low survival rate, high reproductive rate) should have a stronger urge to continue the migratory endurance flight or resume migration from a stopover because the potential increase in immediate fitness costs suffered from a flight is offset by the expected higher reproductive success in the subsequent breeding season. Finally, we propose to focus less on proximate mechanisms controlling landing and departure decisions, and more on ultimate mechanisms to identify the selective forces shaping stopover decisions. Our ideas are not limited to birds but can be applied to any migratory species. Our revised definition of stopover and the proposed paradigm shift has the potential to stimulate a fruitful discussion towards a better evolutionary ecological understanding of the functions of stopover. Furthermore, identifying the functions of stopover will support targeted measures to conserve and restore the functionality of stopover sites threatened by anthropogenic environmental changes. This is especially important for long-distance migrants, which currently are in alarming decline.
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Affiliation(s)
- Heiko Schmaljohann
- Institute for Biology and Environmental Sciences (IBU), Carl von Ossietzky University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, Oldenburg, 26129, Germany.,Institute of Avian Research, An der Vogelwarte 21, Wilhelmshaven, 26386, Germany
| | - Cas Eikenaar
- Institute of Avian Research, An der Vogelwarte 21, Wilhelmshaven, 26386, Germany
| | - Nir Sapir
- Department of Evolutionary and Environmental Biology and the Institute of Evolution, University of Haifa, 199 Aba Khoushy Ave, Haifa, 3498838, Israel
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26
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Conklin JR, Verkuil YI, Battley PF, Hassell CJ, Ten Horn J, Johnson JA, Tomkovich PS, Baker AJ, Piersma T, Fontaine MC. Global flyway evolution in red knots Calidris canutus and genetic evidence for a Nearctic refugium. Mol Ecol 2022; 31:2124-2139. [PMID: 35106871 PMCID: PMC9545425 DOI: 10.1111/mec.16379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 12/13/2021] [Accepted: 01/14/2022] [Indexed: 11/30/2022]
Abstract
Present‐day ecology and population structure are the legacies of past climate and habitat perturbations, and this is particularly true for species that are widely distributed at high latitudes. The red knot, Calidris canutus, is an arctic‐breeding, long‐distance migratory shorebird with six recognized subspecies defined by differences in morphology, migration behavior, and annual cycle phenology, in a global distribution thought to have arisen just since the last glacial maximum (LGM). We used nextRAD sequencing of 10,881 single‐nucleotide polymorphisms (SNPs) to assess the neutral genetic structure and phylogeographic history of 172 red knots representing all known global breeding populations. Using population genetics approaches, including model‐based scenario‐testing in an approximate Bayesian computation (ABC) framework, we infer that red knots derive from two main lineages that diverged ca. 34,000 years ago, and thus most probably persisted at the LGM in both Palearctic and Nearctic refugia, followed by at least two instances of secondary contact and admixture. Within two Beringian subspecies (C. c. roselaari and rogersi), we detected previously unknown genetic structure among sub‐populations sharing a migratory flyway, reflecting additional complexity in the phylogeographic history of the region. Conversely, we found very weak genetic differentiation between two Nearctic populations (rufa and islandica) with clearly divergent migratory phenotypes and little or no apparent contact throughout the annual cycle. Together, these results suggest that relative gene flow among migratory populations reflects a complex interplay of historical, geographical, and ecological factors.
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Affiliation(s)
- Jesse R Conklin
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands
| | - Yvonne I Verkuil
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands
| | - Phil F Battley
- Wildlife and Ecology Group, School of Agriculture and Environment, Massey University, Palmerston North, 4442, New Zealand
| | - Chris J Hassell
- Global Flyway Network, PO Box 3089, Broome, WA, 6725, Australia
| | - Job Ten Horn
- Department of Coastal Systems, NIOZ Royal Netherlands Institute for Sea Research, P.O. Box 59, 1790 AB, Den Burg, Texel, The Netherlands
| | - James A Johnson
- U.S. Fish & Wildlife Service, Migratory Bird Management, 1011 E. Tudor Road, MS 201, Anchorage, Alaska, 99503, USA
| | - Pavel S Tomkovich
- Zoological Museum, Moscow MV Lomonosov State University, Bolshaya Nikitskaya Str. 6, Moscow, 125009, Russia
| | - Allan J Baker
- Department of Natural History, Royal Ontario Museum, 100 Queens Park, Toronto, ON, M5S 2C6, Canada
| | - Theunis Piersma
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands.,Department of Coastal Systems, NIOZ Royal Netherlands Institute for Sea Research, P.O. Box 59, 1790 AB, Den Burg, Texel, The Netherlands
| | - Michaël C Fontaine
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands.,MIVEGEC, University of Montpellier, CNRS, IRD, Montpellier, France.,Montpellier Ecology and Evolution of Diseases Network (MEEDiN), Montpellier, France
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27
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Caballero-López V, Lundberg M, Sokolovskis K, Bensch S. Transposable elements mark a repeat-rich region associated with migratory phenotypes of willow warblers (Phylloscopus trochilus). Mol Ecol 2021; 31:1128-1141. [PMID: 34837428 DOI: 10.1111/mec.16292] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 10/26/2021] [Accepted: 11/16/2021] [Indexed: 11/30/2022]
Abstract
The genetic basis of bird migration has been the focus of several studies. Two willow warbler subspecies (Phylloscopus trochilus trochilus and Phylloscopus trochilus acredula) follow different migratory routes to wintering grounds in Africa. Their breeding populations overlap in contact areas or "migratory divides" located in central Scandinavia and in eastern Poland. Earlier analyses demonstrated that the genetic differences between these two migratory phenotypes are few and cluster on chromosomes 1 and 5. In addition, an amplified fragment length polymorphism-derived biallelic marker (known as WW2) presents steep clines across both migratory divides but failed to be mapped in the genome. Here, we characterize the WW2 marker and describe its two variants (WW2 ancestral and WW2 derived) as portions of long terminal repeat retrotransposons originating from an ancient infection by an endogenous retrovirus. We used quantitative polymerase chain reaction techniques to quantify copy numbers of the WW2 derived variant in the two subspecies and their hybrids. This, together with genome analyses revealed that WW2 derived variants are much more abundant in P. t. acredula and appear embedded in a large repeat-rich region (>12 Mbp), not associated with the divergent regions of chromosomes 1 or 5. However, it might interact with genetic elements controlling migration direction. Testing this hypothesis further will require knowing the exact location of this region, such as by obtaining more complete genome assemblies preferably in combination with techniques like fluorescence in situ hybridization applied to a willow warbler karyotype, and finally to investigate the copy number of this marker in hybrids with known migratory tracks.
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Affiliation(s)
| | - Max Lundberg
- Department of Biology, Lund University, Lund, Sweden
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28
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Ożarowska A, Zaniewicz G, Meissner W. Sex and age-specific differences in wing pointedness and wing length in blackcaps Sylvia atricapilla migrating through the southern Baltic coast. Curr Zool 2021; 67:271-277. [PMID: 34616919 PMCID: PMC8489005 DOI: 10.1093/cz/zoaa065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/06/2020] [Indexed: 11/14/2022] Open
Abstract
The blackcap Sylvia atricapilla shows a complex migratory pattern and is a suitable species for the studies of morphological migratory syndrome, including adaptations of wing shape to different migratory performance. Obligate migrants of this species that breed in northern, central, and Eastern Europe differ by migration distance and some cover shorter distance to the wintering grounds in the southern part of Europe/North Africa or the British Isles, although others migrate to sub-Saharan Africa. Based on ˃40 years of ringing data on blackcaps captured during autumn migration in the Southern Baltic region, we studied age- and sex-related correlations in wing pointedness and wing length of obligate blackcap migrants to understand the differences in migratory behavior of this species. Even though the recoveries of blackcaps were scarce, we reported some evidence that individuals which differ in migration distance differed also in wing length. We found that wing pointedness significantly increased with an increasing wing length of migrating birds, and adults had longer and more pointed wings than juvenile birds. This indicates stronger antipredator adaptation in juvenile blackcaps than selection on flight efficiency, which is particularly important during migration. Moreover, we documented more pronounced differences in wing length between adult and juvenile males and females. Such differences in wing length may enhance a faster speed of adult male blackcaps along the spring migration route and may be adaptive when taking into account climatic effects, which favor earlier arrival from migration to the breeding grounds.
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Affiliation(s)
- Agnieszka Ożarowska
- Department of Vertebrate Ecology and Zoology, Avian Ecophysiology Unit, University of Gdańsk, Gdańsk, 80-308, Poland.,Bird Migration Research Station, University of Gdańsk, Gdańsk, 80-308, Poland
| | - Grzegorz Zaniewicz
- Department of Vertebrate Ecology and Zoology, Avian Ecophysiology Unit, University of Gdańsk, Gdańsk, 80-308, Poland
| | - Włodzimierz Meissner
- Department of Vertebrate Ecology and Zoology, Avian Ecophysiology Unit, University of Gdańsk, Gdańsk, 80-308, Poland
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29
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Recuerda M, Carlos Illera J, Blanco G, Zardoya R, Milá B. Sequential colonization of oceanic archipelagos led to a species-level radiation in the common chaffinch complex (Aves: Fringilla coelebs). Mol Phylogenet Evol 2021; 164:107291. [PMID: 34384903 DOI: 10.1016/j.ympev.2021.107291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 07/28/2021] [Accepted: 08/05/2021] [Indexed: 11/25/2022]
Abstract
Oceanic archipelagos are excellent systems for studying speciation, yet inference of evolutionary process requires that the colonization history of island organisms be known with accuracy. Here, we used phylogenomics and patterns of genetic diversity to infer the sequence and timing of colonization of Macaronesia by mainland common chaffinches (Fringilla coelebs), and assessed whether colonization of the different archipelagos has resulted in a species-level radiation. To reconstruct the evolutionary history of the complex we generated a molecular phylogeny based on genome-wide SNP loci obtained from genotyping-by-sequencing, we ran ancestral range biogeographic analyses, and assessed fine-scale genetic structure between and within archipelagos using admixture analysis. To test for a species-level radiation, we applied a probabilistic tree-based species delimitation method (mPTP) and an integrative taxonomy approach including phenotypic differences. Results revealed a circuitous colonization pathway in Macaronesia, from the mainland to the Azores, followed by Madeira, and finally the Canary Islands. The Azores showed surprisingly high genetic diversity, similar to that found on the mainland, and the other archipelagos showed the expected sequential loss of genetic diversity. Species delimitation methods supported the existence of several species within the complex. We conclude that the common chaffinch underwent a rapid radiation across Macaronesia that was driven by the sequential colonization of the different archipelagos, resulting in phenotypically and genetically distinct, independent evolutionary lineages. We recommend a taxonomic revision of the complex that takes into account its genetic and phenotypic diversity.
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Affiliation(s)
- María Recuerda
- National Museum of Natural Sciences, Spanish National Research Council (CSIC),Madrid 28006, Spain.
| | - Juan Carlos Illera
- Biodiversity Research Unit (UO-CSIC-PA), Oviedo University, 33600 Mieres, Asturias, Spain
| | - Guillermo Blanco
- National Museum of Natural Sciences, Spanish National Research Council (CSIC),Madrid 28006, Spain
| | - Rafael Zardoya
- National Museum of Natural Sciences, Spanish National Research Council (CSIC),Madrid 28006, Spain
| | - Borja Milá
- National Museum of Natural Sciences, Spanish National Research Council (CSIC),Madrid 28006, Spain
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30
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Lisovski S, Liedvogel M. A bird's migration decoded. Nature 2021; 591:203-204. [PMID: 33658671 DOI: 10.1038/d41586-021-00510-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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31
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Delmore KE, Van Doren BM, Conway GJ, Curk T, Garrido-Garduño T, Germain RR, Hasselmann T, Hiemer D, van der Jeugd HP, Justen H, Lugo Ramos JS, Maggini I, Meyer BS, Phillips RJ, Remisiewicz M, Roberts GCM, Sheldon BC, Vogl W, Liedvogel M. Individual variability and versatility in an eco-evolutionary model of avian migration. Proc Biol Sci 2020; 287:20201339. [PMID: 33143577 PMCID: PMC7735267 DOI: 10.1098/rspb.2020.1339] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 09/28/2020] [Indexed: 02/06/2023] Open
Abstract
Seasonal migration is a complex and variable behaviour with the potential to promote reproductive isolation. In Eurasian blackcaps (Sylvia atricapilla), a migratory divide in central Europe separating populations with southwest (SW) and southeast (SE) autumn routes may facilitate isolation, and individuals using new wintering areas in Britain show divergence from Mediterranean winterers. We tracked 100 blackcaps in the wild to characterize these strategies. Blackcaps to the west and east of the divide used predominantly SW and SE directions, respectively, but close to the contact zone many individuals took intermediate (S) routes. At 14.0° E, we documented a sharp transition from SW to SE migratory directions across only 27 (10-86) km, implying a strong selection gradient across the divide. Blackcaps wintering in Britain took northwesterly migration routes from continental European breeding grounds. They originated from a surprisingly extensive area, spanning 2000 km of the breeding range. British winterers bred in sympatry with SW-bound migrants but arrived 9.8 days earlier on the breeding grounds, suggesting some potential for assortative mating by timing. Overall, our data reveal complex variation in songbird migration and suggest that selection can maintain variation in migration direction across short distances while enabling the spread of a novel strategy across a wide range.
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Affiliation(s)
- Kira E. Delmore
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Texas A&M University, 3528 TAMU, College Station, TX 77843, USA
| | - Benjamin M. Van Doren
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Edward Grey Institute, Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
- Cornell Lab of Ornithology, Cornell University, Ithaca, NY 14850, USA
| | - Greg J. Conway
- British Trust for Ornithology, The Nunnery, Thetford, Norfolk IP24 2PU, UK
| | - Teja Curk
- Max Planck Institute of Animal Behaviour, Am Obstberg 1, 78315 Radolfzell, Germany
- Vogeltrekstation—Dutch Centre for Avian Migration and Demography, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6700 AB Wageningen, The Netherlands
| | - Tania Garrido-Garduño
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
| | - Ryan R. Germain
- Department of Biology, University of Copenhagen, Section for Ecology and Evolution, Universitetsparken 15, 2100 Copenhagen, Denmark
| | - Timo Hasselmann
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Department of Biology, Institute for Zoology, University of Cologne, Cologne, Germany
| | - Dieter Hiemer
- Max Planck Institute of Animal Behaviour, Am Obstberg 1, 78315 Radolfzell, Germany
| | - Henk P. van der Jeugd
- Vogeltrekstation—Dutch Centre for Avian Migration and Demography, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6700 AB Wageningen, The Netherlands
| | - Hannah Justen
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Texas A&M University, 3528 TAMU, College Station, TX 77843, USA
| | | | - Ivan Maggini
- Konrad-Lorenz Institute of Ethology, University of Veterinary Medicine Vienna, Savoyenstraße 1a, 1160 Vienna, Austria
| | - Britta S. Meyer
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
| | | | | | | | - Ben C. Sheldon
- Edward Grey Institute, Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
| | - Wolfgang Vogl
- Konrad-Lorenz Institute of Ethology, University of Veterinary Medicine Vienna, Savoyenstraße 1a, 1160 Vienna, Austria
| | - Miriam Liedvogel
- MPRG Behavioural Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Institute of Avian Research, An der Vogelwarte, Wilhelmshaven, Germany
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Merlin C, Iiams SE, Lugena AB. Monarch Butterfly Migration Moving into the Genetic Era. Trends Genet 2020; 36:689-701. [DOI: 10.1016/j.tig.2020.06.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/19/2020] [Accepted: 06/22/2020] [Indexed: 12/22/2022]
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Bingman VP, Ewry EM. On a Search for a Neurogenomics of Cognitive Processes Supporting Avian Migration and Navigation. Integr Comp Biol 2020; 60:967-975. [DOI: 10.1093/icb/icaa040] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Synopsis
The migratory behavioral profile of birds is characterized by considerable variation in migratory phenotype, and a number of distinct orientation and navigational mechanisms supports avian migration and homing. As such, bird navigation potentially offers a unique opportunity to investigate the neurogenomics of an often spectacular, naturally occurring spatial cognition. However, a number of factors may impede realization of this potential. First, aspects of the migratory behavior displayed by birds, including some navigational-support mechanisms, are under innate/genetic influence as, for example, young birds on their first migration display appropriate migratory orientation and timing without any prior experience and even when held in captivity from the time of birth. Second, many of the genes with an allelic variation that co-varies with migratory phenotype are genes that regulate processes unrelated to cognition. Where cognition and navigation clearly converge is in the familiar landmark/landscape navigation best studied in homing pigeons and known to be dependent on the hippocampus. Encouraging here are differences in the hippocampal organization among different breeds of domestic pigeons and a different allelic profile in the LRP8 gene of homing pigeons. A focus on the hippocampus also suggests that differences in developmentally active genes that promote hippocampal differentiation might also be genes where allelic or epigenetic variation could explain the control of or comparison-group differences in a cognition of navigation. Sobering, however, is just how little has been learned about the neurogenomics of cognition (“intelligence”) in humans despite the vast resources and research activity invested; resources that would be unimaginable for any avian study investigating bird navigation.
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Affiliation(s)
- Verner P Bingman
- Department of Psychology and J. P. Scott Center for Neuroscience, Mind and Behavior, Bowling Green State University, Bowling Green, OH, 43403, USA
| | - Emily M Ewry
- Department of Psychology and J. P. Scott Center for Neuroscience, Mind and Behavior, Bowling Green State University, Bowling Green, OH, 43403, USA
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