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Nagy J, Hauber ME, Löki V, Mainwaring MC. Plumage and eggshell colouration covary with the level of sex-specific parental contributions to nest building in birds. THE SCIENCE OF NATURE - NATURWISSENSCHAFTEN 2024; 111:12. [PMID: 38411714 PMCID: PMC10899274 DOI: 10.1007/s00114-024-01899-4] [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: 08/01/2023] [Revised: 12/19/2023] [Accepted: 02/19/2024] [Indexed: 02/28/2024]
Abstract
Interspecific variation in sex-specific contributions to prenatal parental care, including avian nest building, is becoming increasingly better understood as we amass more information on more species. We examined whether sex-specific nest building contributions covary with the colouration of parents and their eggs in 521 species of Western Palearctic birds. Having colourful plumage and laying colourful eggs are costly because of the deposition of pigments in feathers and eggs and/or forming costly nanostructural substrates in feathers, and so it might be expected that those costs covary with the costs of nest building at the level of individuals and/or across species to produce of a suite of codivergent traits. Using a phylogenetically informed approach, we tested the hypothesis that species in which females alone invest energy building nests exhibit less sexual plumage dichromatism. However, we found comparative support for the opposite of this prediction. We then tested that species in which females alone build nests lay more colourful, and costlier, eggs because the dual costs of building nests and laying colourful eggs can only be borne by higher quality individuals. As expected, we found that species in which females build nests alone or together with males are more likely to lay colourfully pigmented eggs relative to species in which only males build nests. Finally, stochastic character mapping provided evidence of the repeated evolution of female-only nest building. Interspecific sex differences in plumage colouration therefore covary in a complex manner with female pre- (nest building) and post-copulatory (egg production) investment in reproduction.
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Affiliation(s)
- Jenő Nagy
- HUN-REN-UD Conservation Biology Research Group, Department of Botany, University of Debrecen, Egyetem tér 1., H-4032, Debrecen, Hungary
| | - Mark E Hauber
- Advanced Science Research Center and Program in Psychology, Graduate Center of the City University of New York, New York, NY, 10031, USA
| | - Viktor Löki
- Wetland Ecology Research Group, HUN-REN Centre for Ecological Research, Institute of Aquatic Ecology, Bem tér 18/C, H-4026, Debrecen, Hungary
| | - Mark C Mainwaring
- School of Environmental and Natural Sciences, Bangor University, Bangor, LL57 2DG, UK.
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2
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Zhang J, Santema P, Lin Z, Yang L, Liu M, Li J, Deng W, Kempenaers B. Experimental evidence that cuckoos choose host nests following an egg matching strategy. Proc Biol Sci 2023; 290:20222094. [PMID: 36809803 PMCID: PMC9943643 DOI: 10.1098/rspb.2022.2094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 01/13/2023] [Indexed: 02/23/2023] Open
Abstract
The arms race between brood parasites and their hosts provides a classic model to study coevolution. Hosts often reject the parasitic egg, and brood parasites should therefore select host nests in which the colour of the eggs best matches that of their own. Although this hypothesis has received some support, direct experimental evidence is still lacking. Here, we report on a study of Daurian redstarts, which show a distinct egg-colour dimorphism, with females laying either blue or pink eggs. Redstarts are often parasitized by common cuckoos, which lay light blue eggs. First, we showed that cuckoo eggs were more similar in spectral reflectance to the blue than to the pink redstart egg morph. Second, we report that the natural parasitism rate was higher in blue than in pink host clutches. Third, we performed a field experiment in which we presented a dummy clutch of each colour morph adjacent to active redstart nests. In this set-up, cuckoos almost always chose to parasitize a blue clutch. Our results demonstrate that cuckoos actively choose redstart nests in which the egg colour matches the colour of their own eggs. Our study thus provides direct experimental evidence in support of the egg matching hypothesis.
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Affiliation(s)
- Jinggang Zhang
- Ministry of Education Key Laboratory for Biodiversity Sciences and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
- Department of Behavioural Ecology and Evolutionary Genetics, Max Planck Institute for Ornithology, Seewiesen 82319, Germany
| | - Peter Santema
- Department of Behavioural Ecology and Evolutionary Genetics, Max Planck Institute for Ornithology, Seewiesen 82319, Germany
- Edward Grey Institute, Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
| | - Zixuan Lin
- Ministry of Education Key Laboratory for Biodiversity Sciences and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Lixing Yang
- Ministry of Education Key Laboratory for Biodiversity Sciences and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
- Academy of Forestry Inventory and Planning, National Forestry and Grassland Administration, Beijing 100714, People's Republic of China
| | - Meijun Liu
- Ministry of Education Key Laboratory for Biodiversity Sciences and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Jianqiang Li
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing 100083, People's Republic of China
| | - Wenhong Deng
- Ministry of Education Key Laboratory for Biodiversity Sciences and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Bart Kempenaers
- Department of Behavioural Ecology and Evolutionary Genetics, Max Planck Institute for Ornithology, Seewiesen 82319, Germany
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Díaz-Lora S, Pérez-Contreras T, Azcárate-García M, Peralta-Sánchez JM, Martínez-Bueno M, José Soler J, Martín-Vivaldi M. Cosmetic coloration of cross-fostered eggs affects paternal investment in the hoopoe ( Upupa epops). Proc Biol Sci 2021; 288:20203174. [PMID: 33947236 PMCID: PMC8097196 DOI: 10.1098/rspb.2020.3174] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 04/06/2021] [Indexed: 11/12/2022] Open
Abstract
The signalling hypothesis suggests that avian eggshell coloration is a sexually selected female signal advertising her quality to its male partner, thereby stimulating his provisioning rate. This hypothesis has been tested for structural eggshell pigments, but not for cosmetic colorations, such as that produced by the uropygial secretion on eggshells. During the breeding season, female hoopoes (Upupa epops) host in their uropygial glands symbiotic bacteria. Females actively smear the eggshells with their secretion, protecting embryos from pathogenic trans-shell infections and changing eggshell coloration. Because the colour of the secretions is related to their antimicrobial potential, cosmetic eggshell coloration may act as a cue or even as a post-mating sexually selected signal if it affects male provisioning rates. To experimentally test this hypothesis, we cross-fostered already-smeared clutches between hoopoe nests, and quantified male feeding behaviour to females before and after the experiment. This approach allows disentanglement of the effects of female quality and of egg coloration on male investment. In accordance with the hypothesis, males adjusted their provisioning rate to the eggshell cosmetic coloration. This is, to our knowledge, the first experimental demonstration that egg colour stained with uropygial secretion could act as a post-mating sexual signal of female quality to males.
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Affiliation(s)
- Silvia Díaz-Lora
- Departamento de Zoología, Facultad de Ciencias, Universidad de Granada (UGR), Granada, Spain
| | - Tomás Pérez-Contreras
- Departamento de Zoología, Facultad de Ciencias, Universidad de Granada (UGR), Granada, Spain
- Unidad asociada: Coevolución: cucos, hospedadores y bacterias simbiontes, Universidad de Granada (UGR), Granada, Spain
| | - Manuel Azcárate-García
- Departamento de Ecología Funcional y Evolutiva, Estación Experimental de Zonas Áridas (EEZA-CSIC), Almería, Spain
| | | | - Manuel Martínez-Bueno
- Departamento de Microbiología, Facultad de Ciencias, Universidad de Granada (UGR), Granada, Spain
- Unidad asociada: Coevolución: cucos, hospedadores y bacterias simbiontes, Universidad de Granada (UGR), Granada, Spain
| | - Juan José Soler
- Unidad asociada: Coevolución: cucos, hospedadores y bacterias simbiontes, Universidad de Granada (UGR), Granada, Spain
- Departamento de Ecología Funcional y Evolutiva, Estación Experimental de Zonas Áridas (EEZA-CSIC), Almería, Spain
| | - Manuel Martín-Vivaldi
- Departamento de Zoología, Facultad de Ciencias, Universidad de Granada (UGR), Granada, Spain
- Unidad asociada: Coevolución: cucos, hospedadores y bacterias simbiontes, Universidad de Granada (UGR), Granada, Spain
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4
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Prenatal manipulation of yolk androgen levels affects egg size but not egg colour in a songbird. Behav Ecol Sociobiol 2021. [DOI: 10.1007/s00265-021-02991-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Hodges KE, Mortimer NT, Vrailas-Mortimer AD, Sakaluk SK, Thompson CF. Connecting the dots: avian eggshell pigmentation, female condition and paternal provisioning effort. Biol J Linn Soc Lond 2020; 130:114-127. [PMID: 32394988 DOI: 10.1093/biolinnean/blaa002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 01/03/2020] [Accepted: 01/04/2020] [Indexed: 12/13/2022]
Abstract
Differences in avian eggshell pigmentation could be an honest signal of female quality that males use to inform their nestling provisioning effort. We investigated whether among-individual variation in protoporphyrin-based eggshell pigmentation in house wrens (Troglodytes aedon) reflects female fitness-associated traits and whether males use that information. Females laying lighter clutches were older and larger than females laying darker clutches. Nestlings hatching from lighter clutches had greater size-corrected mass on post-hatch day 11, a measure that strongly predicts survival and recruitment to the breeding population. To test whether male provisioning effort responds to clutch pigmentation, we used a reciprocal clutch cross-fostering design, swapping dark with light clutches and light with dark; in controls, we swapped light with light clutches and dark with dark. Shortly before hatching, clutches were returned to their original nest to avoid confounding effects of nestling quality on male provisioning. Contrary to the sexual selection hypothesis, clutch pigmentation had no effect on male provisioning. Males were probably able to observe eggshell pigmentation and thus had information about female quality, but they did not use this information to modulate their nestling provisioning. This may be because of constraints on species-specific reproductive opportunities, or because variation in eggshell protoporphyrin serves other functions.
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Affiliation(s)
- Kara E Hodges
- School of Biological Sciences, Illinois State University,Normal,IL,USA
| | - Nathan T Mortimer
- School of Biological Sciences, Illinois State University,Normal,IL,USA
| | | | - Scott K Sakaluk
- School of Biological Sciences, Illinois State University,Normal,IL,USA
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L'Herpiniere KL, O'Neill LG, Russell AF, Duursma DE, Griffith SC. Unscrambling variation in avian eggshell colour and patterning in a continent-wide study. ROYAL SOCIETY OPEN SCIENCE 2019; 6:181269. [PMID: 30800374 PMCID: PMC6366205 DOI: 10.1098/rsos.181269] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 01/09/2019] [Indexed: 06/09/2023]
Abstract
The evolutionary drivers underlying marked variation in the pigmentation of eggs within many avian species remains unclear. The leading hypotheses proposed to explain such variation advocate the roles of genetic differences, signalling and/or structural integrity. One means of testing among these hypotheses is to capitalize on museum collections of eggs obtained throughout a broad geographical range of a species to ensure sufficient variation in predictors pertaining to each hypothesis. Here, we measured coloration and patterning in eggs from 272 clutches of Australian magpies (Cracticus tibicen) collected across most of their geographical range of ca 7 million km2; encompassing eight subspecies, variation in environmental parameters, and the presence/absence of a brood parasite. We found considerable variation in background colour, as well as in the extent and distribution of patterning across eggs. There was little evidence that this variation was explained by subspecies or the contemporary presence of a brood parasite. However, measures of maximum temperature, leaf area index and soil calcium all contributed to variation in egg appearance, although their explanatory power was relatively low. Our results suggest that multiple factors combine to influence egg appearance in this species, and that even in species with highly variable eggs, coloration is not readily explained.
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Affiliation(s)
- Kiara L. L'Herpiniere
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
| | - Louis G. O'Neill
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
- Centre for Ecology and Conservation, University of Exeter Cornwall Campus, Penryn TR10 9FE, UK
| | - Andrew F. Russell
- Centre for Ecology and Conservation, University of Exeter Cornwall Campus, Penryn TR10 9FE, UK
| | - Daisy Englert Duursma
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
| | - Simon C. Griffith
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
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7
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Blumstein DT, Williams DM. Animal Behavior: Social Learning by a Whisker. Curr Biol 2018; 28:R658-R660. [PMID: 29870703 DOI: 10.1016/j.cub.2018.04.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Banded mongoose pups learn foraging preferences from unrelated group members rather than their parents, suggesting that cultural transmission maintains behavioral diversity in groups.
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Affiliation(s)
- Daniel T Blumstein
- Department of Ecology and Evolutionary Biology, University of California, 621 Young Drive South, Los Angeles, CA 90095-1606, USA.
| | - Dana M Williams
- Department of Ecology and Evolutionary Biology, University of California, 621 Young Drive South, Los Angeles, CA 90095-1606, USA
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8
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Holveck MJ, Grégoire A, Guerreiro R, Staszewski V, Boulinier T, Gomez D, Doutrelant C. Kittiwake eggs viewed by conspecifics and predators: implications for colour signal evolution. Biol J Linn Soc Lond 2017. [DOI: 10.1093/biolinnean/blx065] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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9
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Poláček M, Bartíková M, Hoi H. Intraclutch eggshell colour variation in birds: are females able to identify their eggs individually? PeerJ 2017; 5:e3707. [PMID: 28875071 PMCID: PMC5581944 DOI: 10.7717/peerj.3707] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 07/28/2017] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND One possibility suggested regarding female post-mating strategies is differential allocation into offspring investment. Female birds produce not only the largest, but also most colourful eggs of all oviparous taxa. Larger eggs provide space for bigger embryos, or more nutrition for their development, but the question why eggs are more colourful and why there is variation in eggshell colouration remains. In this context, the focus of interest has been to explain inter-clutch variation but in many bird species, eggshell colouration also varies within a clutch. Surprisingly, less attention has been paid to this phenomenon. Therefore, we propose the "female egg recognition" hypothesis, suggesting that mothers use colour characteristics to interpret egg attributes and allocate further investment into each egg accordingly. To evaluate the feasibility of the hypothesis, we tested several underlying predictions and examined their suitability using a dataset from our tree sparrow (Passer montanus) study. We predict (i) substantial within-clutch variation in eggshell colouration which, (ii) should be related to laying sequence, (iii) reflect egg quality and, (iv) should stimulate a female response. METHODS Eggshell coloration data were obtained via digital photography under standardized conditions, taken after clutch completion. Lightness (L*), representing the achromatic properties of an egg has been chosen as the most important predictor in dark cavities and was related to egg quality and position in the nest. RESULTS In our tree sparrows, first and mainly last eggs were less pigmented, providing information about laying order. Egg volume, which predicts chick quality, positively correlates with eggshell coloration. Finally, we could show that female tree sparrows placed darker, but not bigger, eggs into more central incubation positions. DISCUSSION All basic prerequisites for the "female egg recognition" hypothesis are fulfilled. In this context practicability and feasibility of the hypothesis and alternative explanations are discussed. However future work is necessary to determine a direct effect on offspring condition.
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Affiliation(s)
- Miroslav Poláček
- Slovak Academy of Sciences, Institute of Zoology, Bratislava, Slovakia
- Konrad Lorenz Institute of Ethology, Department of Integrative Biology and Evolution, University of Veterinary Medicine, Vienna, Austria
| | - Michaela Bartíková
- Slovak Academy of Sciences, Institute of Zoology, Bratislava, Slovakia
- Konrad Lorenz Institute of Ethology, Department of Integrative Biology and Evolution, University of Veterinary Medicine, Vienna, Austria
| | - Herbert Hoi
- Konrad Lorenz Institute of Ethology, Department of Integrative Biology and Evolution, University of Veterinary Medicine, Vienna, Austria
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10
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Wiemann J, Yang TR, Sander PN, Schneider M, Engeser M, Kath-Schorr S, Müller CE, Sander PM. Dinosaur origin of egg color: oviraptors laid blue-green eggs. PeerJ 2017; 5:e3706. [PMID: 28875070 PMCID: PMC5580385 DOI: 10.7717/peerj.3706] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 07/27/2017] [Indexed: 12/02/2022] Open
Abstract
Protoporphyrin (PP) and biliverdin (BV) give rise to the enormous diversity in avian egg coloration. Egg color serves several ecological purposes, including post-mating signaling and camouflage. Egg camouflage represents a major character of open-nesting birds which accomplish protection of their unhatched offspring against visually oriented predators by cryptic egg coloration. Cryptic coloration evolved to match the predominant shades of color found in the nesting environment. Such a selection pressure for the evolution of colored or cryptic eggs should be present in all open nesting birds and relatives. Many birds are open-nesting, but protect their eggs by continuous brooding, and thus exhibit no or minimal eggshell pigmentation. Their closest extant relatives, crocodiles, protect their eggs by burial and have unpigmented eggs. This phylogenetic pattern led to the assumption that colored eggs evolved within crown birds. The mosaic evolution of supposedly avian traits in non-avian theropod dinosaurs, however, such as the supposed evolution of partially open nesting behavior in oviraptorids, argues against this long-established theory. Using a double-checking liquid chromatography ESI-Q-TOF mass spectrometry routine, we traced the origin of colored eggs to their non-avian dinosaur ancestors by providing the first record of the avian eggshell pigments protoporphyrin and biliverdin in the eggshells of Late Cretaceous oviraptorid dinosaurs. The eggshell parataxon Macroolithus yaotunensis can be assigned to the oviraptor Heyuannia huangi based on exceptionally preserved, late developmental stage embryo remains. The analyzed eggshells are from three Late Cretaceous fluvial deposits ranging from eastern to southernmost China. Reevaluation of these taphonomic settings, and a consideration of patterns in the porosity of completely preserved eggs support an at least partially open nesting behavior for oviraptorosaurs. Such a nest arrangement corresponds with our reconstruction of blue-green eggs for oviraptors. According to the sexual signaling hypothesis, the reconstructed blue-green eggs support the origin of previously hypothesized avian paternal care in oviraptorid dinosaurs. Preserved dinosaur egg color not only pushes the current limits of the vertebrate molecular and associated soft tissue fossil record, but also provides a perspective on the potential application of this unexplored paleontological resource.
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Affiliation(s)
- Jasmina Wiemann
- Division of Palaeontology, Steinmann Institute of Geology, Mineralogy and Palaeontology, University of Bonn, Bonn, Germany.,Department of Geology & Geophysics, Yale University, New Haven, CT, United States of America
| | - Tzu-Ruei Yang
- Division of Palaeontology, Steinmann Institute of Geology, Mineralogy and Palaeontology, University of Bonn, Bonn, Germany
| | - Philipp N Sander
- Life and Medical Sciences Institute, University of Bonn, Bonn, Germany.,Department of Chemistry, University of California, Berkeley, United States of America
| | - Marion Schneider
- Pharmaceutical Institute, Pharmaceutical Chemistry I, University of Bonn, Bonn, Germany
| | - Marianne Engeser
- Kekulé Institute for Organic Chemistry and Biochemistry, University of Bonn, Bonn, Germany
| | | | - Christa E Müller
- Pharmaceutical Institute, Pharmaceutical Chemistry I, University of Bonn, Bonn, Germany
| | - P Martin Sander
- Division of Palaeontology, Steinmann Institute of Geology, Mineralogy and Palaeontology, University of Bonn, Bonn, Germany
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11
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Lyu N, Servedio MR, Lloyd H, Sun Y. The evolution of postpairing male mate choice. Evolution 2017; 71:1465-1477. [PMID: 28369908 PMCID: PMC5518233 DOI: 10.1111/evo.13241] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Revised: 03/13/2017] [Accepted: 03/16/2017] [Indexed: 11/28/2022]
Abstract
An increasing number of empirical studies in animals have demonstrated male mate choice. However, little is known about the evolution of postpairing male choice, specifically which occurs by differential allocation of male parental care in response to female signals. We use a population genetic model to examine whether such postpairing male mate choice can evolve when males face a trade-off between parental care and extra-pair copulations (EPCs). Specifically, we assume that males allocate more effort to providing parental care when mated to preferred (signaling) females, but they are then unable to allocate additional effort to seek EPCs. We find that both male preference and female signaling can evolve in this situation, under certain conditions. First, this evolution requires a relatively large difference in parental investment between males mated to preferred versus nonpreferred females. Second, whether male choice and female signaling alleles become fixed in a population versus cycle in their frequencies depends on the additional fecundity benefits from EPCs that are gained by choosy males. Third, less costly female signals enable both signaling and choice alleles to evolve under more relaxed conditions. Our results also provide a new insight into the evolution of sexual conflict over parental care.
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Affiliation(s)
- Nan Lyu
- Key Laboratory of Animal Ecology and Conservation BiologyInstitute of Zoology, Chinese Academy of SciencesBeijing100101People's Republic of China
- Department of BiologyUniversity of North CarolinaChapel HillNorth Carolina
| | - Maria R. Servedio
- Department of BiologyUniversity of North CarolinaChapel HillNorth Carolina
| | - Huw Lloyd
- Division of Biology and Conservation Ecology, School of Science and the EnvironmentManchester Metropolitan UniversityChester StreetManchesterM1 5GDUnited Kingdom
| | - Yue‐Hua Sun
- Key Laboratory of Animal Ecology and Conservation BiologyInstitute of Zoology, Chinese Academy of SciencesBeijing100101People's Republic of China
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12
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Poláček M, Griggio M, Mikšík I, Bartíková M, Eckenfellner M, Hoi H. Eggshell coloration and its importance in postmating sexual selection. Ecol Evol 2017; 7:941-949. [PMID: 28168030 PMCID: PMC5288260 DOI: 10.1002/ece3.2664] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 10/26/2016] [Accepted: 10/31/2016] [Indexed: 11/12/2022] Open
Abstract
Avian eggshell color seems to fulfill multiple functions, some of them being structural and others signaling. In this study, we tested whether or not eggshell coloration may play a role in sexual selection of Tree Sparrows (Passer montanus). According to the "Sexually selected eggshell coloration" hypothesis, eggshell coloration signals female, egg or chick quality and males adjust parental investment according to this signal. Eggs of this species are covered with brown spots and patches, and variation between clutches is high. We found that eggshell coloration correlates with both protoporphyrin and biliverdin, but protoporphyrin concentrations are ten times higher. Eggshell coloration reflects egg and offspring quality, but not female quality. Thus, eggshell coloration may signal female postmating investment in offspring rather than female quality. Furthermore, differential allocation in terms of maternal investment is supported by the fact that females lay more pigmented clutches when mated to males with bigger melanin-based ornaments relative to their own. Moreover, males invested proportionally more to chicks that hatched from more pigmented clutches. Our correlative results thus seem to support a role of sexual selection in the evolution of eggshell coloration in birds laying brown eggs, pigmented mainly by protoporphyrin.
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Affiliation(s)
- Miroslav Poláček
- Institute of Zoology Slovak Academy of Sciences Bratislava Slovakia; Department of Integrative Biology and Evolution Konrad Lorenz Institute of Ethology University of Veterinary Medicine, Vienna Vienna Austria
| | - Matteo Griggio
- Department of Integrative Biology and Evolution Konrad Lorenz Institute of Ethology University of Veterinary Medicine, Vienna Vienna Austria; Department of Biology University of Padova Padova Italy
| | - Ivan Mikšík
- Department of Analytical Chemistry Faculty of Chemical Technology University of Pardubice Pardubice Czech Republic
| | - Michaela Bartíková
- Institute of Zoology Slovak Academy of Sciences Bratislava Slovakia; Department of Integrative Biology and Evolution Konrad Lorenz Institute of Ethology University of Veterinary Medicine, Vienna Vienna Austria
| | | | - Herbert Hoi
- Department of Integrative Biology and Evolution Konrad Lorenz Institute of Ethology University of Veterinary Medicine, Vienna Vienna Austria
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13
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Fronstin RB, Doucet SM, Christians JK. Haematocrit, eggshell colouration and sexual signaling in the European starling (Sturnus vulgaris). BMC Ecol 2016; 16:31. [PMID: 27349389 PMCID: PMC4922052 DOI: 10.1186/s12898-016-0084-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Accepted: 06/02/2016] [Indexed: 11/29/2022] Open
Abstract
Background One hypothesis to explain the blue–green colour of the eggs of many bird species is that it is a sexually-selected signal of the laying female’s quality, which males use to determine their investment. This hypothesis requires that eggshell pigmentation carries a cost or is otherwise linked to female quality. One potential cost is that biliverdin, a haem derivative and the pigment responsible for eggshell colouration, is limiting. To assess this potential cost, we attempted to manipulate haematocrit and haemoglobin in free-living European starlings (Sturnus vulgaris Linnaeus). Upon collecting unmanipulated first clutches, we treated females with phenylhydrazine (PHZ), a haemolytic agent, and measured the blue–green chroma and reproductive performance of replacement clutches. We also investigated whether eggshell colour was associated with haematocrit or haemoglobin levels in unmanipulated first clutches. To test whether eggshell colour might act as a sexual signal, we examined associations between eggshell colour and reproductive performance, as well as the provisioning rate of the male. Results PHZ-treatment did not affect eggshell colour in replacement clutches. In unmanipulated first clutches, eggshell colour was not correlated with haematocrit or haemoglobin levels. Eggshell colour was correlated with female mass in unmanipulated first clutches but not replacement clutches. Chicks from eggs with higher eggshell colour had higher haemoglobin levels and longer tarsi just prior to fledging, suggesting that eggshell colour could reflect brood quality. However, eggshell colour was not correlated with the provisioning rate of the male or any other measure of reproductive performance. Conclusions We found no evidence to support the hypothesis that the availability of resources required for the synthesis of pigment limits eggshell colour in European starlings, or that eggshell colour is used by males to determine their level of reproductive investment. We found little evidence that eggshell colour is correlated with female or offspring quality in this species. Electronic supplementary material The online version of this article (doi:10.1186/s12898-016-0084-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Raime B Fronstin
- Department of Biological Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada.
| | - Stephanie M Doucet
- Department of Biological Sciences, University of Windsor, 401 Sunset Avenue, Biology Building, Windsor, ON, Canada
| | - Julian K Christians
- Department of Biological Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
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14
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Paquet M, Smiseth PT. Maternal effects as a mechanism for manipulating male care and resolving sexual conflict over care. Behav Ecol 2015. [DOI: 10.1093/beheco/arv230] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
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15
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Dehnhard N, Pinxten R, Demongin L, Van Camp J, Eens M, Poisbleau M. Relationships between female quality, egg mass and eggshell blue-green colouration in southern rockhopper penguins: a test of the sexual signalling hypothesis. Polar Biol 2015. [DOI: 10.1007/s00300-015-1742-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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16
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Caglayan T, Kirikci K, Aygun A. Comparison of hatchability and some egg quality characteristics in spotted and unspotted partridge (Alectoris chukar) eggs. J APPL POULTRY RES 2014. [DOI: 10.3382/japr.2013-00899] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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17
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Eavesdropping cuckoos: further insights on great spotted cuckoo preference by magpie nests and egg colour. Oecologia 2014; 175:105-15. [DOI: 10.1007/s00442-014-2901-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Accepted: 01/28/2014] [Indexed: 12/01/2022]
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18
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Stoddard MC, Fayet AL, Kilner RM, Hinde CA. Egg speckling patterns do not advertise offspring quality or influence male provisioning in great tits. PLoS One 2012; 7:e40211. [PMID: 22815730 PMCID: PMC3398933 DOI: 10.1371/journal.pone.0040211] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2012] [Accepted: 06/02/2012] [Indexed: 12/03/2022] Open
Abstract
Many passerine birds lay white eggs with reddish brown speckles produced by protoporphyrin pigment. However, the function of these spots is contested. Recently, the sexually selected eggshell coloration (SSEC) hypothesis proposed that eggshell color is a sexually selected signal through which a female advertises her quality (and hence the potential quality of her future young) to her male partner, thereby encouraging him to contribute more to breeding attempts. We performed a test of the SSEC hypothesis in a common passerine, the great tit Parus major. We used a double cross-fostering design to determine whether males change their provisioning behavior based on eggshell patterns they observe at the nest. We also tested the assumption that egg patterning reflects female and/or offspring quality. Because birds differ from humans in their color and pattern perception, we used digital photography and models of bird vision to quantify egg patterns objectively. Neither male provisioning nor chick growth was related to the pattern of eggs males observed during incubation. Although heavy females laid paler, less speckled eggs, these eggs did not produce chicks that grew faster. Therefore, we conclude that the SSEC hypothesis is an unlikely explanation for the evolution of egg speckling in great tits.
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19
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Dearborn DC, Hanley D, Ballantine K, Cullum J, Reeder DM. Eggshell colour is more strongly affected by maternal identity than by dietary antioxidants in a captive poultry system. Funct Ecol 2012. [DOI: 10.1111/j.1365-2435.2012.02001.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Daniel Hanley
- Department of Biology and Program in Animal Behaviour; Bucknell University; Lewisburg; Pennsylvania; 17837; USA
| | - Katherine Ballantine
- Department of Biology and Program in Animal Behaviour; Bucknell University; Lewisburg; Pennsylvania; 17837; USA
| | - John Cullum
- Department of Biology and Program in Animal Behaviour; Bucknell University; Lewisburg; Pennsylvania; 17837; USA
| | - DeeAnn M. Reeder
- Department of Biology and Program in Animal Behaviour; Bucknell University; Lewisburg; Pennsylvania; 17837; USA
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20
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CASSEY PHILLIP, THOMAS GAVINH, PORTUGAL STEVENJ, MAURER GOLO, HAUBER MARKE, GRIM TOMÁŠ, LOVELL PGEORGE, MIKŠÍK IVAN. Why are birds' eggs colourful? Eggshell pigments co-vary with life-history and nesting ecology among British breeding non-passerine birds. Biol J Linn Soc Lond 2012. [DOI: 10.1111/j.1095-8312.2012.01877.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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21
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SOLER JUANJ, AVILÉS JESÚSM, MØLLER ANDERSP, MORENO JUAN. Attractive blue-green egg coloration and cuckoo−host coevolution. Biol J Linn Soc Lond 2012. [DOI: 10.1111/j.1095-8312.2012.01857.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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22
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Honza M, Požgayová M, Procházka P, Cherry MI. Blue-green eggshell coloration is not a sexually selected signal of female quality in an open-nesting polygynous passerine. Naturwissenschaften 2011; 98:493-9. [DOI: 10.1007/s00114-011-0790-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2011] [Revised: 03/18/2011] [Accepted: 03/18/2011] [Indexed: 10/18/2022]
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23
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Johnsen A, Vesterkjaer K, Slagsvold T. Do Male Pied Flycatchers (Ficedula hypoleuca) Adjust Their Feeding Effort According to Egg Colour? Ethology 2011. [DOI: 10.1111/j.1439-0310.2011.01876.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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24
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English PA, Montgomerie R. Robin’s egg blue: does egg color influence male parental care? Behav Ecol Sociobiol 2010. [DOI: 10.1007/s00265-010-1107-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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25
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Impact of time since collection on avian eggshell color: a comparison of museum and fresh egg specimens. Behav Ecol Sociobiol 2010. [DOI: 10.1007/s00265-010-1027-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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26
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Morales J, Velando A, Torres R. Biliverdin-based egg coloration is enhanced by carotenoid supplementation. Behav Ecol Sociobiol 2010. [DOI: 10.1007/s00265-010-1025-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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27
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CHERRY MICHAELI, GOSLER ANDREWG. Avian eggshell coloration: new perspectives on adaptive explanations. Biol J Linn Soc Lond 2010. [DOI: 10.1111/j.1095-8312.2010.01457.x] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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28
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MORALES J, KIM SY, LOBATO E, MERINO S, TOMÁS G, MARTÍNEZ-de la PUENTE J, MORENO J. On the heritability of blue-green eggshell coloration. J Evol Biol 2010; 23:1783-91. [DOI: 10.1111/j.1420-9101.2010.02044.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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29
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Morales J, Torres R, Velando A. Parental conflict and blue egg coloration in a seabird. Naturwissenschaften 2010; 97:173-80. [PMID: 20128107 DOI: 10.1007/s00114-009-0624-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
When both parents provide offspring care, equal sharing of costly parental duties may enhance reproductive success. This is crucial for longlived species, where increased parental effort in current reproduction profoundly affects future reproduction. Indication of reproductive value or willingness to invest in reproduction may promote matching responses by mates, thus reducing the conflict over care. In birds with biparental care, blue-green eggshell color may function as a signal of reproductive value that affects parental effort, as predicted by the signaling hypothesis of blue-green eggshell coloration. However, this hypothesis has not been explored during incubation, when the potential stimulus of egg color is present, and has been little studied in longlived birds. We experimentally studied if egg color affected incubation patterns in the blue-footed booby, a longlived species with biparental care and blue eggs. We exchanged fresh eggs between nests of the same laying date and recorded parental incubation effort on the following 4 days. Although egg color did not affect male effort, original eggshell color was correlated with pair matching in incubation. Exchanged eggshell color did not affect incubation patterns. This suggests that biliverdin-based egg coloration reflects female quality features that are associated with pair incubation effort or that blue-footed boobies mate assortatively high-quality pairs incubating more colorful clutches. An intriguing possibility is that egg coloration facilitates an equal sharing of incubation, the signal being functional only during a short period close to laying. Results also suggest that indication of reproductive value reduces the conflict over care.
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Affiliation(s)
- Judith Morales
- Departamento de Ecoloxía e Bioloxía Animal, Facultade de Bioloxía, Universidade de Vigo, 36310 Vigo, Spain.
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30
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Martínez-Padilla J, Dixon H, Vergara P, Pérez-Rodríguez L, Fargallo JA. Does egg colouration reflect male condition in birds? Naturwissenschaften 2010; 97:469-77. [PMID: 20309517 DOI: 10.1007/s00114-010-0660-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2009] [Revised: 02/16/2010] [Accepted: 02/17/2010] [Indexed: 10/19/2022]
Abstract
How colouration provides information about individuals in birds has been a central issue in recent decades. Although much information has been derived, little is known about the adaptive significance of egg colouration in birds. A recent idea suggests that biliverdin- and porphyrin-pigmented eggs may act as a post-mating sexual signal for males to assess female quality. In birds, it is common for males to influence prelaying female condition by courtship feeding. Using Eurasian kestrels, a species that lays protoporphyrin-pigmented eggs, we descriptively assessed the influence of male feeding on egg pigmentation by considering female phenotype, condition, breeding parameters and male body condition. We found that older females and females with greyer tails (an index of individual quality) produce highly pigmented eggs. However, male body condition was the only variable that explained egg colouration when considered together with the female-related variables. Therefore, females that mated with males in better condition laid highly pigmented eggs. With the same species, we also explored the cost of producing protoporphyrin-pigmented eggs using a food-supply experiment before the laying period. Food supplementation did not increase egg pigmentation, but hatching success and egg mass were positively related to egg colouration only in food supplied pairs. We suggest that egg colouration might be costly to produce and probably suggests egg quality. However, this cost cannot be explained by female quality, but by male condition instead. In general, our results do not support the theory that egg colouration is a post-mating sexual signal in species where males determine female condition at the time of laying.
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Affiliation(s)
- Jesús Martínez-Padilla
- Aberdeen Centre for Environmental Sustainability (ACES), University of Aberdeen & The Macaulay Institute, School of Biological Sciences, Tillydrone Avenue, Aberdeen, UK.
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31
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Social and coevolutionary feedbacks between mating and parental investment. Trends Ecol Evol 2010; 25:99-108. [DOI: 10.1016/j.tree.2009.07.012] [Citation(s) in RCA: 116] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2009] [Revised: 07/07/2009] [Accepted: 07/13/2009] [Indexed: 11/21/2022]
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32
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Krist M. Short- and long-term effects of egg size and feeding frequency on offspring quality in the collared flycatcher (Ficedula albicollis). J Anim Ecol 2009; 78:907-18. [DOI: 10.1111/j.1365-2656.2009.01536.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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33
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34
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Hanley D, Doucet SM. Egg coloration in ring-billed gulls (Larus delawarensis): a test of the sexual signaling hypothesis. Behav Ecol Sociobiol 2009. [DOI: 10.1007/s00265-008-0705-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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35
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Moreno J, Lobato E, Merino S, Martínez-de la Puente J. Blue-Green Eggs in Pied Flycatchers: An Experimental Demonstration that a Supernormal Stimulus Elicits Improved Nestling Condition. Ethology 2008. [DOI: 10.1111/j.1439-0310.2008.01551.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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36
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Morales J, Velando A, Moreno J. Pigment allocation to eggs decreases plasma antioxidants in a songbird. Behav Ecol Sociobiol 2008. [DOI: 10.1007/s00265-008-0653-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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37
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Choosing suitable hosts: common cuckoos Cuculus canorus parasitize great reed warblers Acrocephalus arundinaceus of high quality. Evol Ecol 2008. [DOI: 10.1007/s10682-008-9278-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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38
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Cassey P, Ewen JG, Blackburn TM, Hauber ME, Vorobyev M, Marshall NJ. Eggshell colour does not predict measures of maternal investment in eggs of Turdus thrushes. Naturwissenschaften 2008; 95:713-21. [PMID: 18401571 DOI: 10.1007/s00114-008-0376-x] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2007] [Revised: 02/27/2008] [Accepted: 02/28/2008] [Indexed: 11/25/2022]
Abstract
The striking diversity of avian eggshell colour has long fascinated biologists. Recently, it has been proposed that the blue-green colour of some eggs may function as a post-mating sexually selected signal of female phenotypic quality to their mates to induce higher allocation of paternal care. It has been suggested that maternally deposited yolk carotenoids may be the specific aspect of reproductive quality that the female is signalling via eggshell colour. We use the known properties of the thrush visual system (Turdus sp.) to calculate photon capture for the four single cone photoreceptors, and the principal member of the double cone class for eggs in clutches of two introduced European thrush species (Turdus merula and Turdus philomelos) in New Zealand. We show that differences in the avian-perceived colours of individual eggs are not consistently correlated with different measures of maternal investment in the egg. Given the growing extent of the knowledge between maternal quality, parental investment and eggshell pigmentation across avian taxa, we encourage the use of avian perceptual modelling for testing alternative non-signalling explanations for the structural and physiological basis of these relationships.
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Affiliation(s)
- Phillip Cassey
- Centre for Ornithology, School of Biosciences, Birmingham University, Birmingham, UK.
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39
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Soler JJ, Navarro C, Contreras TP, Avilés JM, Cuervo JJ. Sexually selected egg coloration in spotless starlings. Am Nat 2008; 171:183-94. [PMID: 18197771 DOI: 10.1086/524958] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
It has been recently proposed that the blue-green coloration in eggs of many avian species may constitute a sexually selected female signal. Blue-green color intensity would reflect the physiological condition of females, and hence it might also affect the allocation of male parental care. In this study, we use three different experimental approaches to explore the importance of sexual selection on blue-green egg coloration of spotless starling (Sturnus unicolor) eggs. First, experimental deterioration of female body condition (by means of wing feather removal) negatively affected the intensity of blue-green egg coloration. Second, blue-green color intensity of artificial model eggs had a significant positive influence on paternal feeding effort. Finally, we found a negative relationship between the effect of experimental food supply on nestling immunocompetence and the intensity of blue-green coloration of eggs, suggesting that egg color predicts nutritional conditions that nestlings will experience during development. All these results taken together strongly support a role of sexual selection in the blue-green coloration of spotless starling eggs.
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Affiliation(s)
- Juan J Soler
- Departamento de Ecología Funcional y Evolutiva, Estación Experimental de Zonas Aridas (Consejo Superior de Investigaciones Científicas), E-04001 Almería, Spain.
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40
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López-Rull I, Celis P, Gil D. Egg Colour Covaries with Female Expression of a Male Ornament in the Spotless Starling (Sturnus unicolor). Ethology 2007. [DOI: 10.1111/j.1439-0310.2007.01400.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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