Abstract
Supergenes, or linked groups of alleles that are inherited together, present excellent opportunities to understand gene–behaviour relationships. In white-throated sparrows (Zonotrichia albicollis), a supergene on the second chromosome associates with a more aggressive and less parental phenotype. This supergene includes the gene for vasoactive intestinal peptide (VIP), a neuropeptide known to play a causal role in both aggression and parental behaviour. Here, using a free-living population, we compared the levels of VIP mRNA between birds with and without the supergene. We focused on the anterior hypothalamus and infundibular region, two brain regions containing VIP neurons known to play a causal role in aggression and parental behaviour, respectively. First, we show that the supergene enhances VIP expression in the anterior hypothalamus and that expression positively predicts vocal aggression independently of genotype in both sexes. Next, we show that the supergene reduces VIP expression in the infundibular region, which suggests reduced secretion of prolactin, a pro-parental hormone. Thus, the patterns of VIP expression in these two regions are consistent with the enhanced aggression and reduced parental behaviour of birds with the supergene allele. Our results illustrate mechanisms by which elements of genomic architecture, such as supergenes, can contribute to the evolution of alternative behavioural phenotypes.
Keywords: aggression, behavioural polymorphism, parental behaviour, prolactin, territoriality, white-throated sparrow
1. Introduction
To understand how behaviour evolves, we must understand how it is genetically inherited. The relationships between genes and behaviours are complicated, however, because behaviour is multiply determined. White-throated sparrows (Zonotrichia albicollis) exhibit genetically based alternative behavioural phenotypes, making this species a good model for studying gene–behaviour associations. Two plumage morphs (figure 1), white-striped and tan-striped, occur in both sexes and are equally prevalent. Within each sex, white-striped birds express higher levels of vocal and physical aggression in response to territorial intrusions than do tan-striped birds [1,3]. By contrast, tan-striped birds provision nestlings at higher rates than do white-striped birds; this morph difference in parental effort is most evident in males [1,4].
The plumage morphs in this species are determined by a series of inversions on the second chromosome,1 called ZAL2m [7]. White-striped birds are heterozygous for this rearrangement, which constitutes a ‘supergene’ in that it is inherited together as a unit [6]. Tan-striped birds are homozygous for the standard arrangement, called ZAL2. Because mating pairs are almost exclusively made up of one white-striped and one tan-striped bird [8], ZAL2m exists in a near-constant state of heterozygosity; ZAL2m/ZAL2m homozygotes are extremely rare [9,10]. This situation results in suppression of recombination between ZAL2 and ZAL2m, causing genetic differences such as single-nucleotide polymorphisms to accumulate inside the supergene [6].
Because the behavioural differences between the morphs are ultimately attributable to this genetic differentiation, each gene inside the supergene is a potential candidate for mediating the behavioural phenotypes. Included among those genes captured by the ZAL2m rearrangement is the one encoding vasoactive intestinal peptide (VIP), a neuropeptide that has been associated with a variety of social behaviours in birds, including parenting and aggression [11,12]. There are no nonsynonymous changes between the ZAL2 and ZAL2m alleles of VIP [13]; in other words, the protein sequences do not differ. It is thus unlikely that the function of the protein itself, for example, its activity or affinity for receptors, differs between the morphs. Cis-regulatory regions, on the other hand, contain polymorphisms [13] that could affect the level of gene expression and thus the abundance and/or distribution of VIP mRNA in tissues. We therefore hypothesized that VIP mRNA is differentially expressed between the morphs. Because of the clear causal role of VIP in both territorial aggression and parental care in other avian species (reviewed by [11,14]), such a finding would connect differentiation of genetic sequence and differentiation of the behavioural phenotypes.
We quantified VIP mRNA expression in two populations of VIP cells, the anterior hypothalamus and the infundibular region of the hypothalamus, which are thought to play key roles in territorial aggression and parental provisioning, respectively, in other avian species. VIP immunoreactivity in the anterior hypothalamus is positively correlated with aggression in song sparrows (Melospiza melodia) and field sparrows (Spizella pusilla) [15]; VIP knockdown in this cell population inhibited aggression in violet-eared waxbills (Uraeginthus granatinus) [16]. The infundibular region contains a population of VIP neurons that project to the median eminence and stimulate the hypophyseal secretion of prolactin [17–19], which has been shown to play a causal role in parental behaviour in birds (reviewed by [14]).
Here, we tested the hypothesis that white-striped and tan-striped white-throated sparrows, which differ with respect to their VIP allelic genotype, also differ with respect to VIP expression in the anterior hypothalamus and infundibular region. We tested this hypothesis by measuring gene expression and behaviour in free-living birds during two breeding stages. The first group of birds was studied early in the breeding season when behavioural responses to territorial intrusions are high [1]. The second group was studied during the second half of the nestling stage, when parental demands are high. Morph differences in VIP expression during these stages in the anterior hypothalamus and infundibular region, respectively, would suggest that differential regulation of the VIP gene may contribute to morph differences in social behaviour in this species.
2. Material and methods
(a). Behavioural observations and tissue collection
Our methods of behavioural observation and tissue collection have been published elsewhere [1,20–22] and are described in detail in the electronic supplementary material. Briefly, we studied free-living white-throated sparrows in the Hemlock Stream Forest near Argyle, Maine, USA, in two consecutive breeding seasons. We characterized behaviour and collected tissues from birds during two phases of breeding, hereafter referred to as the ‘early breeding’ and ‘nestling’ stages. The early breeding stage coincides with the highest levels of territorial aggression in white-throated sparrows [1,23]. During early breeding, we quantified song rate in response to simulated territorial intrusions according to the methods described by Horton et al. [1]. Singing in this context is a component of territorial aggression, and in this study population, song rates in response to simulated territorial intrusions are higher in white-striped birds than tan-striped birds in both sexes [1]. During the nestling stage, and on different territories than those studied during early breeding, we quantified nestling provisioning rates (the number of feeding trips per hour) by parental adults when nestlings were five and six days old according to the methods described by Horton et al. [1]. In this study population, parental white-striped males provision nestlings at lower rates than do parental tan-striped males; white-striped and tan-striped females provision young at similar rates [1]. Our sample during both stages consisted entirely of opposite morph pairs, the typical pair type for this species [8].
We captured focal birds on the day following their last behavioural observation. Blood samples were collected and analysed for gonadal steroid concentrations according to the methods described by Horton et al. [1]; time to capture and to acquire the blood sample did not vary according to morph in either sex or stage [22]. Immediately after capture and blood sampling, whole brains were extracted and rapidly frozen on powdered dry ice at the site.
(b). Labelling and quantification of vasoactive intestinal peptide mRNA
We labelled VIP mRNA expression in sets of 20 µm sections using in situ hybridization with an 35S-labelled riboprobe (see the electronic supplementary material and [24]). Tissue from each sex and breeding stage was run separately; that is, we performed separate runs of in situ hybridization on tissue from early breeding males, early breeding females, nestling stage males and nestling stage females. With the exception of the early breeding females, each group was further divided into two separate runs of in situ hybridization with year and morph balanced across them. Thus, the tissue was processed in a total of seven runs of in situ hybridization.
To quantify VIP mRNA, we used ImageJ to measure the average grey value of VIP mRNA signal in high-resolution scans of the autoradiographic films (see the electronic supplementary material Methods). We quantified signal in the anterior hypothalamus and infundibular region bilaterally (see the electronic supplementary material, figure S1). Grey values for VIP signal in each of two to four sections containing the region were corrected for background by subtracting the grey value of a nearby region with no discernable VIP signal. For each region of interest, these corrected grey values were then averaged across hemispheres and sections for each individual.
(c). Data analysis
VIP mRNA expression was quantified for 38 birds (n = 12 tan-striped males, 13 white-striped males; seven tan-striped females, six white-striped females) collected during early breeding, and 41 birds (n = 11 tan-striped males, 10 white-striped males; nine tan-striped females, 11 white-striped females) collected during the nestling stage. VIP expression in the anterior hypothalamus was quantifiable for all birds, but damage to the infundibular region prohibited reliable quantification of VIP expression in this region for two early breeding tan-striped females and one nestling stage white-striped female. We recorded reliable behavioural data for all birds in which VIP expression was measured except for one early breeding tan-striped male, one nestling stage tan-striped male and one nestling stage white-striped male; spontaneous song rates were recorded during the nestling stage for n = 15 males (eight tan-striped, seven white-striped).
We tested for morph differences in VIP mRNA expression using a two-step approach. We first conducted one-way MANCOVAs to examine the main effect of morph on VIP expression in both brain regions (anterior hypothalamus and infundibular region). Then, if a significant main effect of morph or region × morph interaction was found, we proceeded with one-way ANCOVAs to examine the main effect of morph on VIP expression within regions. MANCOVAs and ANCOVAs included year, Julian day, run of in situ hybridization, plasma testosterone level and plasma oestradiol level as covariates. Separate analyses were conducted for each sex and breeding stage. Gene expression and hormone data were square root transformed to address heteroscedasticity and non-normality.
When morph differences in gene expression and behaviour were found within a sex and breeding stage, we looked for relationships between VIP expression in the anterior hypothalamus and song rate, or between VIP expression in the infundibular region and nestling provisioning rate, as appropriate. We first examined zero-order correlations between gene expression and behaviour. Then, we conducted multivariate analyses to examine the extent to which gene expression, morph or hormone level (testosterone in males, oestradiol in females) predicted individual variation in behaviour when controlling for the effects of all other variables. These multivariate models also included year, Julian day, and run of in situ hybridization as predictor variables. For zero-order correlations, we present Pearson correlation coefficients (r) and associated p-values. For multivariate analyses, we present partial correlation coefficients (r) and associated p-values. Data for gene expression, hormone level and behaviour were square root transformed for correlation analyses to address heteroscedasticity and non-normality. Analyses were performed using JMP® v. 14 (SAS Institute).
3. Results
When VIP mRNA expression in both the anterior hypothalamus and infundibular region was examined using omnibus MANCOVAs, there was clear evidence of morph-dependent variation in expression in both sexes during both breeding stages (table 1). In males, there was a significant main effect of morph on VIP expression during early breeding (F1,18 = 9.1, p = 0.008) and a significant brain region × morph interaction during the nestling stage (F1,18 = 42.9, p < 0.001). In females, there was a significant interaction between region and morph during early breeding (F1,5 = 6.9, p = 0.047), a significant main effect of morph (F1,12 = 8.0, p = 0.015) and a significant region × morph interaction (F1,12 = 5.3, p = 0.041) during the nestling stage.
Table 1.
sex | MANCOVAs (both regions) |
ANCOVAs (effect of morph within region) |
||||||||
---|---|---|---|---|---|---|---|---|---|---|
study | morph |
region × morph |
region | early breeding |
nestling stage |
|||||
F | p | F | p | F | p | F | p | |||
males | early breeding | 9.05 | 0.008 | 1.00 | 0.330 | AH | 6.42 | 0.021 | 20.35 | <0.001 |
nestling stage | 3.87 | 0.069 | 42.92 | <0.001 | INF | 1.92 | 0.182 | 13.13 | 0.003 | |
females | early breeding | 1.84 | 0.233 | 6.86 | 0.047 | AH | 13.52 | 0.010 | 6.25 | 0.027 |
nestling stage | 8.04 | 0.015 | 5.26 | 0.041 | INF | 0.65 | 0.458 | 0.51 | 0.490 |
(a). Vasoactive intestinal peptide mRNA expression in the anterior hypothalamus
Region-specific ANCOVAs showed morph differences in VIP expression in the anterior hypothalamus in both sexes during both breeding stages (table 1 and figure 2). In males, there was a significant main effect of morph in the anterior hypothalamus during early breeding (F1,18 = 6.4, p = 0.021) and during the nestling stage (F1,14 = 20.4, p < 0.001). During both breeding stages, VIP expression in the anterior hypothalamus was significantly higher in white-striped males than in tan-striped males (figure 2a).
In early breeding males, there was a significant and positive zero-order correlation between VIP expression in the anterior hypothalamus and song rate during simulated territorial intrusions (r = 0.49, p = 0.014; figure 3a). Indeed, a multivariate analysis revealed that when VIP expression in the anterior hypothalamus, morph, and testosterone were included in the same model, VIP expression significantly predicted individual variation in male song rate (r = 0.50, p = 0.014; figure 3b), but morph (r = 0.27, p = 0.205; figure 3c) and testosterone (r = 0.18, p = 0.389; figure 3d) did not. In parental males, however, VIP expression in the anterior hypothalamus was not directly correlated with spontaneous song rate during the nestling stage (zero-order correlation r = 0.14, p = 0.178), and a multivariate analysis revealed that spontaneous song rate during the nestling stage was predicted by testosterone (r = 0.81, p = 0.019), but not VIP expression (r = 0.03, p = 0.933) or morph (r = 0.38, p = 0.323).
In females, there was a significant main effect of morph on VIP expression in the anterior hypothalamus during early breeding (F1,6 = 13.52, p = 0.010) and during the nestling stage (F1,13 = 6.3, p = 0.027). As was seen in males, VIP expression was significantly higher in white-striped than in tan-striped females during both breeding stages (figure 2c). There was no apparent zero-order correlation between VIP expression in the anterior hypothalamus and song rate during simulated territorial intrusions for females (r = 0.28, p = 0.362; figure 3e). A multivariate analysis revealed that VIP expression in the anterior hypothalamus (r = 0.80, p = 0.001), morph (r = 0.70, p = 0.007) and oestradiol (r = 0.70, p = 0.007) were each significantly and positively related to song rate in females when all three variables were included in the same model (figure 3f–h).
(b). Vasoactive intestinal peptide mRNA expression in the infundibular region
In males, morph differences in VIP expression in the infundibular region depended on breeding stage (table 1 and figure 2b). There was no effect of morph on VIP expression in the infundibular region during early breeding (F1,18 = 1.9, p = 0.182), but during the nestling stage, VIP expression in this region was significantly higher in parental tan-striped males than in parental white-striped males (F1,14 = 13.1, p = 0.003). VIP expression in the infundibular region was not, however, directly correlated with male nestling provisioning rate (zero-order correlation r = 0.22, p = 0.377). The multivariate analysis showed that male nestling provisioning rate was predicted by morph (r = 0.58, p = 0.031), but not VIP expression in the infundibular region (r = 0.42, p = 0.135) or testosterone (r = 0.01, p = 0.828).
In females, VIP expression in the infundibular region did not vary according to morph during early breeding (F1,5 = 0.7, p = 0.458) or during the nestling stage (F1,12 = 0.5, p = 0.490; table 1 and figure 2d).
4. Discussion
In this study, we showed that the expression of VIP in the white-throated sparrow brain is a potential mediator of alternative behavioural phenotypes. In both breeding stages, expression in the anterior hypothalamus of the more aggressive phenotype (white-striped) exceeded that of tan-striped birds (figure 2a,c). This expression predicted aggressive behaviour, independently of morph and plasma sex steroids, in both sexes (figure 3). In addition, we showed that the expression of VIP in the infundibular region, which regulates prolactin secretion, is higher in the more parental (tan-striped) morph. The latter effect was noted only in parental males, which fits with previous reports that the morph difference in nestling provisioning is most pronounced in males [1,4].
The strongest evidence that VIP expression in the anterior hypothalamus is causal for aggression in songbirds comes from a series of studies in the violet-eared waxbill, a highly territorial estrildid finch. During resident-intruder tests, FOS immunoreactivity was induced in an area of the anterior hypothalamus that precisely overlaps the VIP cell population [15]. When VIP expression in the anterior hypothalamus was experimentally knocked down via antisense oligonucleotides, aggressive behaviour was profoundly inhibited in both sexes [15]. The latter result strongly suggests that VIP expression, specifically in the anterior hypothalamus, is required for the expression of territorial aggression. Although VIP expression in the anterior hypothalamus has not been experimentally manipulated in sparrows, VIP immunoreactivity in this region is positively correlated with aggression in song sparrows and field sparrows [16]; this result suggests that the behavioural function of VIP cells in the anterior hypothalamus may be conserved in white-throated sparrows.
Ventral to the anterior hypothalamus, in the tuberal hypothalamus, lies another population of VIP neurons. This cell group, which we refer to as the infundibular region, projects to the median eminence and releases VIP into the portal vasculature [18,19]. From there, VIP enters the anterior pituitary and stimulates the production of the peptide hormone prolactin [17,25], which has been strongly and positively associated with parental behaviour across vertebrates. Although much of the research on this association in birds has been correlational in design, there is clear experimental evidence of a causal effect of prolactin on parental behaviour (reviewed by [14]), including nestling provisioning. In zebra finches (Taeniopygia guttata), for example, the pharmacological inhibition of prolactin synthesis dramatically reduced the amount of time parents spent feeding nestlings [26]. VIP manipulations in poultry have shown effects on parental behaviour; immunization against VIP reduced nesting activity in turkeys [27] and increased nest abandonment in incubating bantam hens [28]. In the current study, although VIP expression was higher in the more parental morph, it did not correlate directly with nestling provisioning rate. This result may be owing to the fact that the effects of infundibular VIP expression on parental behaviour are most likely indirect and mediated by prolactin, which could introduce variation and obscure relationships between gene expression and behaviour. In future work, it will be important to measure prolactin levels in the plasma when considering the potential relationship between VIP and parental behaviour.
Our results are consistent with experimental evidence of a role for VIP in parental provisioning specifically. In zebra finches, exogenous treatment with VIP did not increase feeding behaviour in all animals; rather, it altered the division of labour within pairs. In saline-treated pairs, females did more provisioning than did males. By contrast, VIP-treated pairs shared provisioning responsibilities more equally [29]. This finding is interesting in the context of white-throated sparrows because in pairs with a white-striped male and a tan-striped female, females do the majority of provisioning. By contrast in pairs with a tan-striped male and a white-striped female, provisioning is shared equally between the sexes [1]. Perhaps morph differences in the division of labour can be attributed, at least in part, to altered VIP secretion, whereby higher infundibular VIP expression promotes greater provisioning effort by tan-striped males compared with white-striped males.
The morph differences in VIP expression in both the anterior hypothalamus and infundibular region are probably caused by differentiation of cis-regulatory regions of the VIP gene. The 2 kb region upstream of the transcription start site, for example, contains dozens of polymorphisms [30]. Cis-regulatory variation can impact transcription via several mechanisms (see [31]), such as when polymorphisms occur in transcription factor bindings sites, enhancers or DNA sequences that could be methylated. Given the robust morph differences in VIP expression observed in this study, we hypothesize that the ZAL2 and ZAL2m alleles are differentially regulated and probably show allelic imbalance in both the anterior hypothalamus and infundibular region. The fact that the morph differences in VIP expression go in different directions in these two regions suggests further that cis-regulation could depend on epigenetic modifications or local availability of transcription factors that bind differentially to the two alleles. These possibilities represent directions for future research.
The behaviours that we hypothesize are affected by VIP, aggression and parental behaviour, are also affected by plasma sex steroids in this and related species [32,33]. In the current study, VIP mRNA in the anterior hypothalamus predicted territorial singing even when controlling for plasma testosterone and oestradiol in males and females, respectively (figure 3). These results suggest that morph differences in these sex steroids [1] cannot, alone, explain morph differences in territorial singing. Our findings from an earlier study also support this claim; when levels of sex steroids were experimentally equalized, morph differences in vocal aggression persisted [34]. We note here, however, that there was a positive correlation between plasma oestradiol and territorial singing in females even when the VIP signal in the anterior hypothalamus was held constant (figure 3), so at least part of the effect of sex steroids on aggression cannot be completely explained by VIP expression.
5. Conclusion
The white-throated sparrow is an important model with which we can understand how genome architecture contributes to social behaviour and vice versa [35]. The ZAL2m rearrangement in this species has captured a number of genes that contribute to social behaviour [6,13,20,36] and therefore represents a classic example of a supergene with the potential for important coadaptation. Here, we have shown that the neuropeptide VIP is a potential mediator of morph differences in both territorial singing and provisioning, which are the two most well-known morph differences in behaviour. Because the neuroendocrine and hormonal control of these behaviours is well-studied and excellent genomic resources are available [13,21,30], this species is likely to provide much additional insight into how differentiation of specific genetic sequence can have profound effects on behaviour.
Supplementary Material
Acknowledgments
The authors wish to thank J. Davis, C. Horoszko, Y. Hu, H. Jeong, J. Liang, C. MacDowell, J. Thomas and W. Zinzow-Kramer for technical assistance in Atlanta; A. Annis, E. Burns, J. Cava, A. Cornell, C. Gurguis, C. Henry, J. Michaud and C. McKee for field assistance in Maine. We thank the Forest Society of Maine and J. Metzler for permission to conduct our field study at the Hemlock Stream Forest.
Endnote
Ethics
All research was carried out with the approval of the Emory University Institutional Animal Care and Use Committee and with the appropriate state and federal permits for banding and scientific collection (Maine Inland Fisheries and Wildlife, permit nos 2010–295 and 2011–295; US Geological Survey, USGS permit no. 23369; US Fish and Wildlife Service permit no. MB009702).
Data accessibility
The data supporting this article can be obtained from the Dryad Digital Repository: https://dx.doi.org/10.5061/dryad.w0vt4b8n1 [37].
Authors' contributions
B.M.H. and D.L.M. designed the research. B.M.H. and C.M.M. conducted the research. B.M.H. analysed the data. B.M.H., M.R.P. and D.L.M. wrote the manuscript.
Competing interests
We declare we have no competing interests.
Funding
This work was supported by NIH 1R01MH082833 to D.L.M.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Horton BM, Michael CM, Prichard MR, Maney DL. 2020. Data from: Vasoactive intestinal peptide as a mediator of the effects of a supergene on social behavior Dryad Digital Repository. ( 10.5061/dryad.w0vt4b8n1) [DOI] [PMC free article] [PubMed]
Supplementary Materials
Data Availability Statement
The data supporting this article can be obtained from the Dryad Digital Repository: https://dx.doi.org/10.5061/dryad.w0vt4b8n1 [37].