The evolutionary role of postcopulatory sexual selection in shaping male reproductive traits, including sperm morphology, is well documented in several taxa. However, previous studies have focused almost exclusively on the influence of sperm competition on variation among species. In this study we tested the hypothesis that intraspecific variation in sperm morphology is driven by the level of postcopulatory sexual selection in passerine birds.
Using two proxy measures of sperm competition level, (i) relative testes size and (ii) extrapair paternity level, we found strong evidence that intermale variation in sperm morphology is negatively associated with the degree of postcopulatory sexual selection, independently of phylogeny.
Our results show that the role of postcopulatory sexual selection in the evolution of sperm morphology extends to an intraspecific level, reducing the variation towards what might be a species-specific ‘optimum’ sperm phenotype. This finding suggests that while postcopulatory selection is generally directional (e.g., favouring longer sperm) across avian species, it also acts as a stabilising evolutionary force within species under intense selection, resulting in reduced variation in sperm morphology traits. We discuss some potential evolutionary mechanisms for this pattern.
Citation: Calhim S, Immler S, Birkhead TR (2007) Postcopulatory Sexual Selection Is Associated with Reduced Variation in Sperm Morphology. PLoS ONE 2(5): e413. https://doi.org/10.1371/journal.pone.0000413
Academic Editor: Tom Pizzari, University of Oxford, United Kingdom
Received: December 20, 2006; Accepted: April 10, 2007; Published: May 2, 2007
Copyright: © 2007 Calhim et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This study was funded by FCT Portugal (SC), Roche Research Foundation (SI), and the Leverhulme Trust (TRB).
Competing interests: The authors have declared that no competing interests exist.
The evolutionary role of postcopulatory sexual selection in shaping male reproductive morphology, physiology and behaviour is well documented in several taxa –. In particular, postcopulatory sexual selection has been shown to affect several ejaculate traits, including sperm morphology , .
Sperm are amongst the most variable cells across animal taxa , and this variation can be examined at different taxonomic levels, from phyla to species, individuals and ejaculates . To date most studies have focussed on interspecific differences in sperm morphology –, probably because variation between species is generally assumed to be greater than within species [e.g. 23]–. There is evidence that, as with sexual selection in general, postcopulatory sexual selection is a directional evolutionary force, favouring longer or more elaborate sperm in certain taxa, including birds [e.g. 9]–, , , , . In contrast, the effect of postcopulatory sexual selection on the variation in sperm morphology between individual males is largely unknown.
Theoretical models of sperm size evolution – predict that under diploid control (i.e. male genotype), certain sperm trait optima might exist at given levels of sperm competition. Diploid control models predict that under intense postcopulatory sexual selection males are selected to produce sperm whose morphology matches these optima, whereas males under less intense selection are not . In other words, when postcopulatory sexual selection is relaxed, we predict greater intermale variation in sperm traits than when postcopulatory sexual selection is intense. The few available data are consistent with this prediction. In the hopping mouse (Notomyx alexis) for example, intermale variation in sperm head morphology is greater than that of the closely related species, Pseudomys australis . Across primates, Harcourt  provided data suggesting that intermale variation in sperm length and mating system were associated, but did not perform any formal analyses. In both studies, the lowest variation in sperm morphology was observed in the taxa where females are polyandrous and/or males have relatively large testes, and therefore under intense postcopulatory sexual selection , . Among birds, Birkhead et al. ,  also suggested that the high degree of intermale variation in sperm design in the zebra finch (Taeniopygia guttata) and Eurasian bullfinch (Pyrrhula pyrrhula) may be the result of relaxed postcopulatory sexual selection.
Here we test the hypothesis  that intermale variation in sperm morphology is negatively associated with the level of postcopulatory sexual selection. This study is the first to formally test the effect of selection acting on intraspecific variation using a phylogenetic framework. Using data for 18 species of passerine bird, two indices of intraspecific variation in sperm morphology (sperm length and sperm design; see Methods), and two indices of postcopulatory sexual selection (relative testes size and extrapair paternity level), we found clear support for this hypothesis.
For both indices of intraspecific variation in sperm morphology ([i] index of variation in sperm size and [ii] index of variation in sperm design [see Methods]) and for both estimates of the intensity of postcopulatory sexual selection ([i] relative testes size and [ii] percent of extrapair offspring [see Methods]), the degree of variation decreased with postcopulatory sexual selection intensity (Figure 1, Table 1).
(A) Intermale variation in sperm size is negatively associated with relative testes size (p = 0.003, n = 18). (B) Intermale variation in sperm length is negatively associated with levels of extrapair paternity (p<0.001, n = 11). (C) Intermale variation in sperm design is negatively associated with relative testes size (p = 0.004, n = 18). (D) Intermale variation in sperm design is negatively associated with levels of extrapair paternity (p = 0.006, n = 11). All analyses were performed controlling for phylogeny and sample size using Generalised Least-Squares Models and transformed variables. Relative testes sizes refer to residuals from a regression of log-transformed combined testes mass on body mass. Extrapair paternity levels refer to percent of offspring not sired by the alpha male. See Methods for more details. Species list (n values refer to the number of individual males sampled): 1, Ficedula hypoleuca (n = 40); 2, Prunella modularis (n = 56); 3, Taeniopygia guttata (n = 51); 4, Quelea quelea (n = 236); 5, Fringilla coelebs (n = 47); 6, Agelaius phoeniceus (n = 38); 7, Seiurus aurocapillus (n = 10); 8, Mniotilta varia (n = 10); 9, Protonotaria citrea (n = 10); 10, Geothlypis trichas (n = 10); 11, Setophaga ruticilla (n = 10); 12, Phyrrula phyrrula (n = 19); 13, Carduelis flammea (n = 12); 14, Acrocephalus shoenobaenus (n = 15); 15, Acrocephalus scirpaceus (n = 14); 16, Sylvia atricapilla (n = 10); 17, Zosterops lateralis (n = 42); 18, Malurus cyaneus (n = 59).
Postcopulatory Sexual Selection: directional or stabilising?
Most sexually selected traits are under directional selection . Very few studies however, have tested whether sexual selection affects the variance in these traits. In one such study, the degree of variation in a precopulatory sexually selected male trait (tail length) was found to be greater than other traits (e.g. wing and tarsus length) in the same species . A more apposite comparison in the same study showed that intraspecific variation in tail length was much greater in species where tail length was under sexual selection than in species where tail length was not . This difference is consistent with theory since sexually selected traits such as tail length are thought to be condition-dependent [e.g. 34].
In contrast to precopulatory sexually selected traits traits, there is almost no evidence that sperm morphology traits are influenced by environmental factors or are condition dependent [e.g. 35], . Instead, sperm morphology traits show high heritabilities , , . In the absence of any condition-dependence, theory predicts that selection would act to decrease variability within a species [e.g. 38]. We can therefore predict that postcopulatory evolutionary pressures in the evolution of sperm morphology which are directional across species [e.g. 11], could also constitute a stabilizing force at an intraspecific level. In other words, intense postcopulatory selection will act to decrease variation in sperm morphology within a species towards what might be an ‘optimum’ morphology.
In the following section we consider three possible evolutionary mechanisms that might favour an ‘optimum’ sperm morphology under strong postcopulatory sexual selection, through sperm competition  and/or cryptic female choice .
Evolutionary Mechanisms for an Optimum Sperm Morphology
(a) Optimum Sperm Design and Sperm Competition.
Under intense sperm competition, a more competitive ejaculate will always be favoured and an optimum sperm design might be linked to maximising sperm function (e.g. velocity, longevity). The size of two particular sperm components, (i) the flagellum (the sperm's ‘motor’), and (ii) the midpiece (the sperm's ‘powerhouse’) have been theoretically linked with sperm function , . However, there is still no conclusive data on the relationship between sperm function and sperm morphology. In birds, the midpiece (and particularly mitochondrial function within it) has been shown to be positively linked with sperm motility , whereas in a mammal, midpiece size and sperm motility were negatively related .
(b) Optimum Sperm Size and Female Cryptic Choice.
From a male's perspective, success in postcopulatory competition depends on achieving a balance in the theoretical trade-off between sperm size and numbers –. However, sperm competition does not act in isolation, and high levels of female polyandry also provide the opportunity for cryptic female choice and for females to be selective in the sperm they store and utilise. It is well established that in birds sperm selection occurs in the vagina soon after insemination, with only a few percent of inseminated sperm being retained by the female , . There may also be selection at the level of the sperm storage structures since the length of sperm and length of the sperm storage structures positively covary across species [e.g. 47], , . Similar patterns have been reported in several other taxa, and have been interpreted as an example of male-female coevolution, possibly mediated by sexual conflict over fertilisation –. In short, an optimum sperm length in birds might reflect a (temporary) resolution of the evolutionary arms-race with female sperm storage tubule length, which is the major force behind the interspecific pattern of positive directional selection in sperm length in birds [e.g. 9], .
(c) Genetic Factors.
Two types of genetic factors may influence variation in sperm morphology and account for the pattern observed. First, negative genetic correlations between different sperm components may constrain sperm design and reduce the likelihood of achieving an ‘optimum’ design, especially when postcopulatory sexual selection is relaxed . Second, if sperm phenotype is under diploid control (i.e. by the male genotype), certain sperm trait optima can be predicted at different levels of sperm competition . However, under pure haploid control (i.e. individual sperm genotype) these optima break down, probably due to intra-ejaculate conflict . Although it has not yet been modelled, we can speculate that the competition between males would be greater than the competition within ejaculates, if both diploid and haploid control exist, and are in conflict. Consequently, species under intense sperm competition would follow the diploid control pattern, resulting in a particular sperm trait optimum being selected. In contrast, intermale variability in sperm phenotype could persist in species with low levels of postcopulatory selection, as the result of unresolved diploid-haploid conflicts over the control of sperm phenotype , .
Future Directions and Conclusions
While our results are consistent with the idea that sperm competition and/or cryptic female choice account for the degree of intermale variation in sperm morphology, the relative importance of these two processes remains to be established. If cryptic female choice is important, we might predict the variation in the dimensions of female sperm storage tubules will be less in species with high levels of female polyandry. Another prediction is that in artificial selection experiments in which the degree of female polyandry is increased, as in some studies of Drosophila, variation in sperm design would decrease, whereas under reduced polyandry the reverse would be true. Although such selection studies have been conducted [e.g. 53], so far researchers have focussed on mean male traits (e.g. sperm length) rather than the variance in these traits [e.g. 54]–.
In conclusion, this is the first study to explicitly test the role of post-copulation sexual selection as an evolutionary force acting on intraspecific variation in sperm morphology in a comparative framework. The fact that both intermale sperm size and design variability decrease with the level of postcopulatory sexual selection suggests that the latter is a strong stabilizing force in the evolution of avian sperm morphology. This is consistent with theoretical predictions for the effect of selection on variability of condition-independent traits ,  and/or diploid control of sperm morphology –. Postcopulatory sexual selection therefore appears to have two types of evolutionary effects on avian sperm morphology: (i) a directional and positive effect on sperm size across taxa, where more promiscuous species generally have longer sperm [e.g. 9], ; and, subsequently, (ii) a stabilising effect resulting in a reduction in the variation in sperm design between males. It remains to be established precisely which factors drive this striking pattern.
Material and Methods
We investigated intraspecific variation in sperm morphology in 18 species of passerine bird. Two methods were used to obtain sperm samples for morphometric analysis: (i) from the faeces of males in reproductive condition ; (ii) from the seminal glomera of dissected males in reproductive condition found dead or collected under licence. Samples were fixed in 5% formalin solution. Sperm morphometric data were obtained using digital image analysis software (Leica IM50 Image manager) and pictures taken using light microscopy. Five sperm per male were measured, since previous studies have shown that, in most instances, a sample of five sperm is representative , . The following four sperm morphometric traits were measured (to the nearest 0.1μm): (i) sperm total length, (ii) head length, (iii) flagellum length, and (iv) straight midpiece length, hereafter referred to as midpiece length [see Ref. 25 for more details]. Repeatability of measurements was very high (several sperm traits repeatedly measured across different species; rI range 0.90 to 0.99 ).
Intraspecific Variation in Sperm Morphology
To date, most studies of sperm morphology have focused on total sperm length . However, sperm morphology can also be assessed as overall sperm design, measured as the size of the different sperm components. We therefore used two indices of intraspecific variation in sperm morphology: (i) an index of variation in sperm size (log-transformed coefficient of variation, CV, in total length), and (ii) an index of variation in sperm design. For the latter, we conducted a Principal Component Analysis (PCA) on the log-transformed CV estimates for three independent measures of sperm morphology (head, flagellum and midpiece lengths). The scores of the first principal component, which explained 85% of the variation in the data, were used in subsequent analysis as the index of variation in sperm design. Head length, flagellum length and midpiece length were considered independent measures of sperm morphology as each can vary independently from any of the other two (pers. obs.; see Fig. 1 in Ref. 25). In addition, sperm size comprises the combined length of only two of the aforementioned sperm components–head and flagellum lengths–which can also differ in relative proportion across individuals with same total sperm length (pers. obs.; see Fig. 1 in Ref. 25). Although none of the four sperm traits measured was used in both indices, sperm trait sizes are intrinsically associated. Nonetheless, the two indices are not interchangeable: low variation in size does not preclude high variation in design, as two males may have sperm of very similar total length but differ markedly in the relative size of the individual sperm components (pers. obs.; see, for example, Fig. 1 in Ref. 25). Therefore, the two indices of variation might reflect different aspects of sperm morphology evolution. We therefore consider these separately.
Measures of variation in themselves are strongly influenced by differences between trait means and size of the sample . Using the coefficient of variation (CV) as a measure of variability controls for differences in trait size across species, but controlling for different sample sizes, and for small samples in particular, is more difficult. Applying Haldane's small sample correction is not appropriate because the expected error is always greater than the correction itself . Therefore, to determine the appropriate number of individual males to be sampled we undertook sampling simulations using two species which represent extremes of postcopulatory sexual selection: the zebra finch and the superb fairy-wren (Malurus cyaneus), for low and high levels respectively , . A mean estimate of CV in sperm total length across repeats was calculated at each n (see Methods S1, Figure S1). The results from these sampling simulations suggest that in order to accurately assess variation, the minimum adequate n is 10 males, for all but the most extreme cases. We were able to obtain data for at least n = 30 males (the most conservative sample size, see Figure S1) for 8 out of 18 species sampled. To further control for potential effects of sample size differences between species, sample size was included in every model, although this term was later removed in all cases as it failed to have a significant effect.
Measures of Postcopulatory Sexual Selection
Relative testes size (testes size controlled for body size) and level of extrapair paternity (EPP) are the two most widely used indices of the intensity of sperm competition [e.g. 9], –. At the present, it is not clear which index is the most appropriate, as not all data available for either one are reliable , . Although the two indices are likely to be positively associated ; [but see 69], each may be affected by factors other than postcopulatory sexual selection. For example, relatively large testes can also be a response to sperm depletion risk [e.g. 71] and low EPP values can be found despite high incidence of extra-pair copulation [e.g. 72]. We therefore used both indices in the current analysis. Data on EPP levels, measured as the percentage of offspring not sired by the (alpha) social male, were obtained from the literature (see Supporting Information). Combined testes mass (CTM) and body mass (BM) data were also obtained from published datasets (see Supporting Information). Although there was no relationship between logarithmically transformed CTM and BM (Linear regression, p = 0.07), the potential confound of allometry in testes mass and body mass across the n = 18 species sampled was controlled for by incorporating both CTM and BM as predictors in the model. The term BM never showed a significant effect but was retained (see Table 1).
All the statistical and simulation analyses were conducted using R v.2.3.1 . All variables were transformed prior to analysis (arc-sin transformation of extrapair paternity levels and natural logarithms for all others). In order to account for non-independence of points due to shared ancestry , , a generalised least-squares (GLS) approach in a phylogenetic framework was used . The GLS methods allows the estimation of λ, a phylogenetic scaling parameter between zero (no phylogenetic effect) and one (phylogeny completely explains the pattern), which is then incorporated in the model (see Ref. 21, for further details on the GSL method and phylogeny used in the current study).
Adequate Sample Size Simulations and Sources of Data
(0.03 MB DOC)
Bootstrapped estimate of the intraspecific coefficient of variation (CV) in sperm tota length (solid lines) against sample size, in species under (i) low or (ii) high sperm competition. The dashed lines correspond to the CV estimate using the complete sample for each species. Note that the n at which the solid lines level off is different in the two cases.
(0.04 MB TIF)
We thank S. Clegg, A. Cockburn, M. Double, H. Lampe, T. Slagsvold, M. and A. Stander, several British Trust for Ornithology ringers and ornithologists in Europe, Africa and North America for help with collecting the samples. We are also grateful to R. Freckleton for statistical advice, and to S. Sharp, B. Hatchwell, and two referees for helpful comments on the manuscript.
Conceived and designed the experiments: TB SC. Analyzed the data: SC. Wrote the paper: TB SC. Other: Conceived and supervised the project; collected some of the data: TB. Collected samples and sperm morphometric data; advised data analyses: SI. Collected samples and sperm morphometric data: SC.
- 1. Smith RL (1984) Sperm competition and the evolution of animal mating systems. Orlando: Academic Press. RL Smith1984Sperm competition and the evolution of animal mating systems.OrlandoAcademic Press
- 2. Birkhead TR, Møller AP (1992) Sperm Competition in Birds. London: Academic Press. TR BirkheadAP Møller1992Sperm Competition in Birds.LondonAcademic Press
- 3. Birkhead TR, Møller AP, editors. (1998) Sperm competition and sexual selection. London: Academic Press. TR BirkheadAP Møller1998Sperm competition and sexual selection.LondonAcademic Press
- 4. Simmons LW (2001) Sperm Competition and its Evolutionary Consequences in the Insects: Princeton University Press. LW Simmons2001Sperm Competition and its Evolutionary Consequences in the Insects: Princeton University Press
- 5. Birkhead TR, Pizzari T (2002) Postcopulatory sexual selection. Nature Rev Gen 3: 262–273.TR BirkheadT. Pizzari2002Postcopulatory sexual selection.Nature Rev Gen3262273
- 6. Snook RR (2005) Sperm competition: not playing by the numbers. Trends Ecol Evol 20: 46–53.RR Snook2005Sperm competition: not playing by the numbers.Trends Ecol Evol204653
- 7. Cohen J (1977) Reproduction. London: Butterworths. J. Cohen1977Reproduction.LondonButterworths
- 8. Birkhead TR, Immler S (2006) Making sperm: design, quality control and sperm competition. In: Roldan ERS, Gomendio M, editors. Spermatology. SRF Supplement 65. Nottingham: Nottingham University Press. TR BirkheadS. Immler2006Making sperm: design, quality control and sperm competition.ERS RoldanM. GomendioSpermatology. SRF Supplement 65NottinghamNottingham University Press
- 9. Briskie JV, Montgomerie R (1992) Sperm size and sperm competition in birds. Proc R Soc Lond B 247: 89–95.JV BriskieR. Montgomerie1992Sperm size and sperm competition in birds.Proc R Soc Lond B2478995
- 10. Gage MJG (1994) Associations between body size, mating pattern, testis size and sperm lengths across butterflies. Proc R Soc Lond B 258: 247–254.MJG Gage1994Associations between body size, mating pattern, testis size and sperm lengths across butterflies.Proc R Soc Lond B258247254
- 11. Briskie JV, Montgomerie R, Birkhead TR (1997) The evolution of sperm size in birds. Evolution 51: 937–945.JV BriskieR. MontgomerieTR Birkhead1997The evolution of sperm size in birds.Evolution51937945
- 12. Stockley P, Gage MJG, Parker GA, Møller AP (1997) Sperm competition in fishes: the evolution of testis size and ejaculate characteristics. Am Nat 149: 933–954.P. StockleyMJG GageGA ParkerAP Møller1997Sperm competition in fishes: the evolution of testis size and ejaculate characteristics.Am Nat149933954
- 13. LaMunyon CW, Ward S (1999) Evolution of sperm size in nematodes: sperm competition favours larger sperm. Proc R Soc Lond B 266: 263–267.CW LaMunyonS. Ward1999Evolution of sperm size in nematodes: sperm competition favours larger sperm.Proc R Soc Lond B266263267
- 14. Breed WG, Taylor D (2000) Body mass, testes mass, and sperm size in murine rodents. J Mammal 81: 758–768.WG BreedD. Taylor2000Body mass, testes mass, and sperm size in murine rodents.J Mammal81758768
- 15. Morrow EH, Gage MJ (2000) The evolution of sperm length in moths. Proc R Soc Lond B 267: 307–313.EH MorrowMJ Gage2000The evolution of sperm length in moths.Proc R Soc Lond B267307313
- 16. Balshine S, Leach BJ, Neat F, Werner NY, Montgomerie R (2001) Sperm size of African cichlids in relation to sperm competition. Behav Ecol 12: 726–731.S. BalshineBJ LeachF. NeatNY WernerR. Montgomerie2001Sperm size of African cichlids in relation to sperm competition.Behav Ecol12726731
- 17. Anderson MJ, Dixson AF (2002) Motility and midpiece in primates. Nature 416: 496.MJ AndersonAF Dixson2002Motility and midpiece in primates.Nature416496
- 18. Gage MJG, Freckleton RP (2003) Relative testis size and sperm morphometry across mammals: no evidence for an association between sperm competition and sperm length. Proc R Soc Lond B 270: 625–632.MJG GageRP Freckleton2003Relative testis size and sperm morphometry across mammals: no evidence for an association between sperm competition and sperm length.Proc R Soc Lond B270625632
- 19. Byrne PG, Simmons LW, Roberts JD (2003) Sperm competition and the evolution of gamete morphology in frogs. Proc R Soc Lond B 270: 2079–2086.PG ByrneLW SimmonsJD Roberts2003Sperm competition and the evolution of gamete morphology in frogs.Proc R Soc Lond B27020792086
- 20. Anderson MJ, Nyholt J, Dixson AF (2005) Sperm competition and the evolution of sperm midpiece volume in mammals. J Zool Lond 267: 135–142.MJ AndersonJ. NyholtAF Dixson2005Sperm competition and the evolution of sperm midpiece volume in mammals.J Zool Lond267135142
- 21. Immler S, Birkhead TR (2007) Sperm competition and sperm midpiece size: no consistent pattern in passerines. Proc R Soc Lond B 274: 561–568.S. ImmlerTR Birkhead2007Sperm competition and sperm midpiece size: no consistent pattern in passerines.Proc R Soc Lond B274561568
- 22. Immler S, Moore ADM, Breed WG, Birkhead TR (2007) By hook or by crook? Morphometry, competition and cooperation in rodent sperm. PLoS ONE 2: e170.S. ImmlerADM MooreWG BreedTR Birkhead2007By hook or by crook? Morphometry, competition and cooperation in rodent sperm.PLoS ONE2e170
- 23. Ward PI (1998) Intraspecific variation in sperm size characters. Heredity 80: 655–659.PI Ward1998Intraspecific variation in sperm size characters.Heredity80655659
- 24. Morrow EH, Gage MJ (2001) Consistent significant variation between individual males in spermatozoal morphometry. J Zool Lond 254: 147–153.EH MorrowMJ Gage2001Consistent significant variation between individual males in spermatozoal morphometry.J Zool Lond254147153
- 25. Birkhead TR, Pellat EJ, Brekke P, Yeates R, Castillo-Juarez H (2005) Genetic effects on sperm design in the zebra finch. Nature 434: 383–387.TR BirkheadEJ PellatP. BrekkeR. YeatesH. Castillo-Juarez2005Genetic effects on sperm design in the zebra finch.Nature434383387
- 26. Parker GA (1982) Why are there so many tiny sperm? Sperm competition and the maintenance of the two sexes. J Theor Biol 96: 281–294.GA Parker1982Why are there so many tiny sperm? Sperm competition and the maintenance of the two sexes.J Theor Biol96281294
- 27. Parker GA (1993) Sperm competition games: sperm size and sperm number under adult control. Proc R Soc Lond B 253: 245–254.GA Parker1993Sperm competition games: sperm size and sperm number under adult control.Proc R Soc Lond B253245254
- 28. Parker GA, Begon ME (1993) Sperm competition games: sperm size and number under gametic control. Proc R Soc Lond B 253: 255–262.GA ParkerME Begon1993Sperm competition games: sperm size and number under gametic control.Proc R Soc Lond B253255262
- 29. Suttle JM, Moore ADM, Peirce EJ, Breed WG (1988) Quantitative studies on variation in sperm head morphology of the hopping mouse, Notomys alexis. J Exp Zool 247: 166–171.JM SuttleADM MooreEJ PeirceWG Breed1988Quantitative studies on variation in sperm head morphology of the hopping mouse, Notomys alexis.J Exp Zool247166171
- 30. Harcourt AH (1991) Sperm competition and the evolution of nonfertilizing sperm in mammals. Evolution 45: 314–328.AH Harcourt1991Sperm competition and the evolution of nonfertilizing sperm in mammals.Evolution45314328
- 31. Birkhead TR, Immler S, Pellat EJ, Freckleton RP (2006) The unusual sperm morphology of the Eurasian bullfinch Pyrrhula pyrrhula. Auk 123: 383–392.TR BirkheadS. ImmlerEJ PellatRP Freckleton2006The unusual sperm morphology of the Eurasian bullfinch Pyrrhula pyrrhula.Auk123383392
- 32. Andersson M (1994) Sexual selection. New Jersey: Princeton University Press. M. Andersson1994Sexual selection.New JerseyPrinceton University Press
- 33. Alatalo RV, Hoglund J, Lundberg A (1988) Patterns of variation in tail ornament size in birds. Biol J Linn Soc 34: 363–374.RV AlataloJ. HoglundA. Lundberg1988Patterns of variation in tail ornament size in birds.Biol J Linn Soc34363374
- 34. Rowe L, Houle D (1996) The lek paradox and the capture of genetic variance by condition dependent traits. Proc R Soc Lond B 263: 1415–1421.L. RoweD. Houle1996The lek paradox and the capture of genetic variance by condition dependent traits.Proc R Soc Lond B26314151421
- 35. Beatty RA (1972) The genetics of size and shape if spermatozoan organelles. In: Glueckson-Waelsch S, editor. The Genetics of the Spermatozoa. Edinburgh: Edinburgh University Press. pp. 97–115.RA Beatty1972The genetics of size and shape if spermatozoan organelles.S. Glueckson-WaelschThe Genetics of the SpermatozoaEdinburghEdinburgh University Press97115
- 36. Beatty RA (1970) The genetics of the mammalian gamete. Biol Rev 45: 73–119.RA Beatty1970The genetics of the mammalian gamete.Biol Rev4573119
- 37. Morrow EH, Gage MJ (2001) Artificial selection and heritability of sperm length in Gryllus bimaculatus. Heredity 87: 356–362.EH MorrowMJ Gage2001Artificial selection and heritability of sperm length in Gryllus bimaculatus.Heredity87356362
- 38. Charlesworth B (1987) The Heritability of Fitness. In: Bradbury JW, Andersson MB, editors. Sexual Selection: Testing the Alternatives. Chinchester: John Wiley&Sons. pp. 21–40.B. Charlesworth1987The Heritability of Fitness.JW BradburyMB AnderssonSexual Selection: Testing the AlternativesChinchesterJohn Wiley&Sons2140
- 39. Parker GA (1970) Sperm competition and its evolutionary consequences in the insects. Biol Rev 45: 525–567.GA Parker1970Sperm competition and its evolutionary consequences in the insects.Biol Rev45525567
- 40. Eberhard WG (1996) Female Control: Sexual Selection by Cryptic Female Choice. Princeton: Princeton University Press. WG Eberhard1996Female Control: Sexual Selection by Cryptic Female Choice.PrincetonPrinceton University Press
- 41. Katz DF, Drobnis EZ (1990) Analysis and interpretation of the forces generated by spermatozoa. In: Bavister BD, Cummins J, Roldan ERS, editors. Fertilization in mammals. Norwell: Serono Symposia. pp. 125–137.DF KatzEZ Drobnis1990Analysis and interpretation of the forces generated by spermatozoa.BD BavisterJ. CumminsERS RoldanFertilization in mammalsNorwellSerono Symposia125137
- 42. Cardullo RA, Baltz JM (1991) Metabolic regulation in mammalian sperm: mitochondrial volume determines sperm length and flagellar beat frequency. Cell Motility and Cytoskeleton 19: 180–188.RA CardulloJM Baltz1991Metabolic regulation in mammalian sperm: mitochondrial volume determines sperm length and flagellar beat frequency.Cell Motility and Cytoskeleton19180188
- 43. Froman DP, Kirby JD (2005) Sperm mobility: phenotype in roosters (Gallus domesticus) determined by mitochondrial function. Biol Reprod 72: 562–567.DP FromanJD Kirby2005Sperm mobility: phenotype in roosters (Gallus domesticus) determined by mitochondrial function.Biol Reprod72562567
- 44. Malo AF, Gomendio M, Garde J, Lang-Lenton B, Soler AJ, et al. (2006) Sperm design and sperm function. Biol Lett 2: 246–249.AF MaloM. GomendioJ. GardeB. Lang-LentonAJ Soler2006Sperm design and sperm function.Biol Lett2246249
- 45. Bakst MR, Wishart GJ, Brillard JP (1994) Oviductal sperm selection transport and storage in poultry. Poultry Sci Rev 5: 117–143.MR BakstGJ WishartJP Brillard1994Oviductal sperm selection transport and storage in poultry.Poultry Sci Rev5117143
- 46. Birkhead TR, Brillard JP (2007) Reproductive isolation in birds: postcopulatory prezygotic barriers. Trends Ecol Evol.. TR BirkheadJP Brillard2007Reproductive isolation in birds: postcopulatory prezygotic barriers.Trends Ecol Evol.In press. In press.
- 47. Briskie JV, Montgomerie R (1993) Patterns of sperm storage in relation to sperm competition in passerine birds. Condor 95: 442–454.JV BriskieR. Montgomerie1993Patterns of sperm storage in relation to sperm competition in passerine birds.Condor95442454
- 48. Dybas LK, Dybas HS (1981) Coadaptation and taxonomic differentiation of sperm and spermathaeca in featherwing beetles. Evolution 35: 168–174.LK DybasHS Dybas1981Coadaptation and taxonomic differentiation of sperm and spermathaeca in featherwing beetles.Evolution35168174
- 49. Gomendio M, Roldan ERS (1993) Coevolution between male ejaculates and female reproductive biology in eutherian mammals. Proc R Soc Lond B 252: 7–12.M. GomendioERS Roldan1993Coevolution between male ejaculates and female reproductive biology in eutherian mammals.Proc R Soc Lond B252712
- 50. Pesgraves DC, Baker RH, Wilkinson GS (1999) Coevolution of sperm and female reproductive tract morphology in stalk-eyed flies. Proc R Soc Lond B 266: 1041–1047.DC PesgravesRH BakerGS Wilkinson1999Coevolution of sperm and female reproductive tract morphology in stalk-eyed flies.Proc R Soc Lond B26610411047
- 51. Minder AM, Hosken DJ, Ward PI (2005) Co-evolution of male and female reproductive characters across the Scathophagidae (Diptera). J Evol Biol 18: 60–69.AM MinderDJ HoskenPI Ward2005Co-evolution of male and female reproductive characters across the Scathophagidae (Diptera).J Evol Biol186069
- 52. Anderson MJ, Dixson AS, Dixson AF (2006b) Mammalian sperm and oviducts are sexually selected: evidence for co-evolution. J Zool 270: 682–686.MJ AndersonAS DixsonAF Dixson2006bMammalian sperm and oviducts are sexually selected: evidence for co-evolution.J Zool270682686
- 53. Rice WR (1996) Sexually antagonistic male adaptation triggered by experimental arrest of female evolution. Nature 381: 232–234.WR Rice1996Sexually antagonistic male adaptation triggered by experimental arrest of female evolution.Nature381232234
- 54. Pitnick S, Miller GT, Reagan J, Holland B (2001) Male's evolutionary responses to experimental removal of sexual selection. Proc R Soc Lond B 268: 1071–1080.S. PitnickGT MillerJ. ReaganB. Holland2001Male's evolutionary responses to experimental removal of sexual selection.Proc R Soc Lond B26810711080
- 55. Hosken DJ, Ward PI (2001) Experimental evidence for testis size evolution via sperm competition. Ecol Lett 4: 10–13.DJ HoskenPI Ward2001Experimental evidence for testis size evolution via sperm competition.Ecol Lett41013
- 56. Miller D, Pitnick S (2002) Sperm-female coevolution in Drosophila. Science 298: 1230–1233.D. MillerS. Pitnick2002Sperm-female coevolution in Drosophila.Science29812301233
- 57. Immler S, Birkhead TR (2005) A non-invasive method for obtaining spermatozoa from birds. Ibis 147: 827–830.S. ImmlerTR Birkhead2005A non-invasive method for obtaining spermatozoa from birds.Ibis147827830
- 58. Lessells CM, Boag PT (1987) Unrepeatable repeatabilities. Auk 104: 116–121.CM LessellsPT Boag1987Unrepeatable repeatabilities.Auk104116121
- 59. vanValen L (2005) The Statistics of Variation. In: Hallgrímson B, Hall BK, editors. Variation. London: Elsevier. L. vanValen2005The Statistics of Variation.B. HallgrímsonBK HallVariationLondonElsevier
- 60. Birkhead TR, Burke T, Zann R, Hunter FM, Krupa AP (1990) f paternity and intrabrood parasitism in wild zebra finches Taeniopygia guttata revealed by DNA fingerprinting. Behav Ecol Sociobiol 27: 315–324.TR BirkheadT. BurkeR. ZannFM HunterAP Krupa1990f paternity and intrabrood parasitism in wild zebra finches Taeniopygia guttata revealed by DNA fingerprinting.Behav Ecol Sociobiol27315324
- 61. Double M, Cockburn A (2000) Pre-dawn infidelity: females control extra-pair matings in superb fairy-wrens. Proc R Soc Lond B 267: 465–470.M. DoubleA. Cockburn2000Pre-dawn infidelity: females control extra-pair matings in superb fairy-wrens.Proc R Soc Lond B267465470
- 62. Møller AP (1991) Sperm competition, sperm depletion, paternal care, and relative testis size in birds. Am Nat 137: 882–906.AP Møller1991Sperm competition, sperm depletion, paternal care, and relative testis size in birds.Am Nat137882906
- 63. Møller AP, Briskie JV (1995) Extra-pair paternity, sperm competition and the evolution of testis size in birds. Behav Ecol Sociobiol 36: 357–365.AP MøllerJV Briskie1995Extra-pair paternity, sperm competition and the evolution of testis size in birds.Behav Ecol Sociobiol36357365
- 64. Stutchbury BJ, Morton ES (1995) The effect of breeding synchrony on extra-pair mating systems in songbirds. Behaviour 132: 675–690.BJ StutchburyES Morton1995The effect of breeding synchrony on extra-pair mating systems in songbirds.Behaviour132675690
- 65. Dunn PO, Whittingham LA, Pitcher TE (2001) Mating systems, sperm competition, and the evolution of sexual dimorphism in birds. Evolution 55: 161–175.PO DunnLA WhittinghamTE Pitcher2001Mating systems, sperm competition, and the evolution of sexual dimorphism in birds.Evolution55161175
- 66. Garamszegi LZ, Eens M, Hurtrez-Boussès S, Møller AP (2005) Testosterone, testes size, and mating success in birds: a comparative study. Horm Behav 47: 389–409.LZ GaramszegiM. EensS. Hurtrez-BoussèsAP Møller2005Testosterone, testes size, and mating success in birds: a comparative study.Horm Behav47389409
- 67. Morrow EH, Pitcher TE, Arnqvist G (2003) No evidence that sexual selection is an engine of speciation in birds. Ecol Lett 6: 228–234.EH MorrowTE PitcherG. Arnqvist2003No evidence that sexual selection is an engine of speciation in birds.Ecol Lett6228234
- 68. Pitcher TE, Dunn PO, Whittingham LA (2005) Sperm competition and the evolution of testes size in birds. J Evol Biol 18: 557–567.TE PitcherPO DunnLA Whittingham2005Sperm competition and the evolution of testes size in birds.J Evol Biol18557567
- 69. Calhim S, Birkhead TR (2007) Testes size in birds: assumptions, errors and estimates. Behav Ecol 18: 271–275.S. CalhimTR Birkhead2007Testes size in birds: assumptions, errors and estimates.Behav Ecol18271275
- 70. Griffith SC, Owens IPF, Thuman KA (2002) Extra-pair paternity in birds: a review of interspecific variation and adaptive function. Molec Ecol 11: 2195–2212.SC GriffithIPF OwensKA Thuman2002Extra-pair paternity in birds: a review of interspecific variation and adaptive function.Molec Ecol1121952212
- 71. Cartar RV (1985) Testis size in sandpipers. Naturwissenschaften 72: 157–158.RV Cartar1985Testis size in sandpipers.Naturwissenschaften72157158
- 72. Hunter FM, Burke T, Watts SE (1992) Frequent copulations as a method of paternity assurance in the northern fulmar. Anim Behav 44: 149–156.FM HunterT. BurkeSE Watts1992Frequent copulations as a method of paternity assurance in the northern fulmar.Anim Behav44149156
- 73. R Development Core Team (2006) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. R Development Core Team2006R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.URL: http://www.R-project.org. URL: http://www.R-project.org.
- 74. Felsenstein J (1985) Phylogenies and the comparative method. Am Nat 125: 1–15.J. Felsenstein1985Phylogenies and the comparative method.Am Nat125115
- 75. Harvey PH, Pagel M (1991) The comparative method in evolutionary biology. Oxford: Oxford University Press. PH HarveyM. Pagel1991The comparative method in evolutionary biology.OxfordOxford University Press
- 76. Freckleton RP, Harvey PH, Pagel M (2002) Phylogenetic analysis and comparative data: A test and review of evidence. Am Nat 160: 712–726.RP FreckletonPH HarveyM. Pagel2002Phylogenetic analysis and comparative data: A test and review of evidence.Am Nat160712726