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bric à brac (bab), a central player in the gene regulatory network that mediates thermal plasticity of pigmentation in Drosophila melanogaster

Drosophila body pigmentation has emerged as a major Evo-Devo model. Using two Drosophila melanogaster lines, Dark and Pale, selected from a natural population, we analyse here the interaction between genetic variation and environmental factors to produce this complex trait. Indeed, pigmentation varies with genotype in natural populations and is sensitive to temperature during development. We demonstrate that the bric à brac (bab) genes, that are differentially expressed between the two lines and whose expression levels vary with temperature, participate in the pigmentation difference between the Dark and Pale lines. The two lines differ in a bab regulatory sequence, the dimorphic element (called here bDE). Both bDE alleles are temperature-sensitive, but the activity of the bDE allele from the Dark line is lower than that of the bDE allele from the Pale line. Our results suggest that this difference could partly be due to differential regulation by AbdB. bab has been previously reported to be a repressor of abdominal pigmentation. We show here that one of its targets in this process is the pigmentation gene tan (t), regulated via the tan abdominal enhancer (t_MSE). Furthermore, t expression is strongly modulated by temperature in the two lines. Thus, temperature sensitivity of t expression is at least partly a consequence of bab thermal transcriptional plasticity. We therefore propose that a gene regulatory network integrating both genetic variation and temperature sensitivity modulates female abdominal pigmentation. Interestingly, both bDE and t_MSE were previously shown to have been recurrently involved in abdominal pigmentation evolution in drosophilids. We propose that the environmental sensitivity of these enhancers has turned them into evolutionary hotspots.


Introduction
Complex traits such as size or disease susceptibility are typically modulated by both genetic variation and environmental parameters. This has major implications in agronomy, animal husbandry and medicine. Furthermore, as the phenotype (and not the genotype) is the target of natural selection, both genetic and environmental factors are fundamental to understand evolution. Indeed, Waddington showed that a phenotype initially induced by environmental conditions can be selected and become independent of the environment [1,2]. He proposed that genetic variation present in the population was the base of this process that he termed genetic assimilation [1][2][3]. The importance of standing genetic variation was demonstrated by Bateman who repeated some of Waddington's experiments and showed that genetic assimilation worked with outbred stocks but not with isogenic stocks [4]. However, in a recent study, it was shown that de novo mutations induced by stressful environments-such as heat-shockcan, in some cases, contribute to genetic assimilation [5]. Based on Waddington's genetic assimilation, West-Eberhard proposed that divergent lineages could be produced through genetic assimilation of alternative morphs present in a phenotypically plastic ancestral species ("the flexible stem hypothesis") [6]. A few studies suggest, indeed, that this mode of evolution, also called "plasticity-first evolution", may not be uncommon in nature. For example, the tadpoles of many spadefoot toad species adjust their development time to the duration of the pond in which they live. Phylogenetic analyses show that this plasticity is ancestral. In contrast, the species Scaphiopus couchii, developing in ephemeral ponds, has evolved a derived and canalized short developmental time independent of the duration of the pond in which it develops (reviewed in [7]). Similarly, some generalist cichlid species show morphological plasticity of their pharyngeal jawbones in response to diet hardness. The plasticity observed in generalist species is ancestral. In contrast, other species of cichlids, which have become specialised on hard or soft diet, show only one type of morphology [8]. It is therefore important to investigate such cases at the genetic and molecular levels to understand the mechanisms of the "flexible stem hypothesis"/"plasticity-first evolution". Model organisms such as Drosophila are particularly appropriate to dissect the interactions between genetic and environmental factors. Indeed, natural populations carry high genetic variation. Furthermore, they can be easily grown in controlled conditions in the laboratory and many genetic tools are available.
In this study, we focus on abdominal pigmentation of Drosophila melanogaster (D. melanogaster) females, a trait highly variable in natural populations and modulated by environmental factors such as nutrition and temperature [9][10][11]. Female abdominal pigmentation is darker at low temperature, in particular in the most posterior segments A5, A6 and A7 [12]. Abdominal pigmentation is therefore an example of phenotypic plasticity defined as "the property of a given genotype to produce different phenotypes in response to distinct environmental conditions" [13]. Lastly, as abdominal pigmentation in drosophilids is widely used as a model of intra-and inter-specific evolution [14,15], it is particularly appropriate to analyse the contribution of genetic and environmental factors to phenotypic variation and evolution.
Genome-wide association studies have identified several loci linked to female abdominal pigmentation variation in natural populations of D. melanogaster [9,11,16]. Interestingly, although the same loci were identified in different populations, their prevalence depends on the population [9,16]. In European populations, the single nucleotide polymorphisms (SNPs) that are the most strongly associated with pigmentation variation are located in the t_MSE, an abdominal enhancer of the tan (t) gene encoding an enzyme involved in melanin production [9,17]. Functional analysis of these SNPs in transgenic lines confirmed that they affect female abdominal pigmentation [18]. By contrast, in South African populations, the most significant SNPs are located in an intron of bric à brac 1 (bab1) [16]. bab1 and its tandem duplicated paralogue bab2 (named collectively bab) encode transcription factors involved in repression of abdominal pigmentation [19,20]. Independent genome-wide association studies performed on a North American population also identified SNPs located in the t_MSE and the bab1 intron as the most significantly associated with female abdominal pigmentation variation [11]. Furthermore, in another study, genetic variation was detected in a bab1 and bab2 cis-regulatory sequence, the bab dimorphic element (named thereafter bDE), which is located in the first intron of bab1 and controls sex-specific expression of bab1 and bab2 in the posterior abdominal epidermis [21]. This genetic variation was associated with changes in the bDE activity as well as in female abdominal pigmentation [10].
Interestingly, the genes involved in female abdominal pigmentation variation are also involved in female abdominal pigmentation thermal plasticity. We previously showed that female abdominal pigmentation plasticity was caused by temperature sensitivity of a genetic network including the bab locus [22]. More recently, we showed that temperature modulates the expression of t and yellow (y), another pigmentation enzyme gene, thus contributing to female abdominal pigmentation plasticity [23,24]. The effect of temperature on t expression is mediated at least partly by the t_MSE [23]. Thus, t is an essential effector of female abdominal pigmentation plasticity. However, it is not excluded that temperature affects the activity or the expression of upstream regulator(s) of t and consequently its expression.
As the effects of genetic variation and temperature on female abdominal pigmentation were mainly studied independently, our aim was to investigate how they interact in the production of this phenotype. In this study, using two D. melanogaster lines differing in abdominal pigmentation (named thereafter Pale and Dark), we first show that genetic variation at the bab locus affects bab expression and female abdominal pigmentation. We demonstrate that the difference in bab expression is caused at least partly by genetic variation in the bDE. Indeed, a deletion that removes two binding sites for Abdominal B (Abd-B), a direct activator of bab, is present in the bDE of the Dark line. We show that this deletion impacts the activation of the bDE by Abd-B. Furthermore, the expression of bab is modulated by temperature in both lines, and this modulation results at least partly from temperature sensitivity of bDE. Lastly, t, whose expression is modulated by temperature, is also differentially expressed between the two lines and is repressed by bab. Hence, temperature modulation of t expression is at least partly due to bab transcriptional plasticity.

The Dark and Pale lines differ in abdominal pigmentation and its thermal plasticity
We established the isogenic Pale and Dark lines at 25˚C (see the material and methods section) from a natural population sampled in Canada [25] that was polymorphic for female abdominal pigmentation. To compare their abdominal pigmentation and its thermal plasticity, these lines were grown at 18˚C, 25˚C and 29˚C. Abdominal pigmentation of A4, A5, A6 and A7 segments was quantified and analysed in females (Fig 1, S1 Dataset, Table 1 and S1 Fig). Dark females were darker than Pale females at the three temperatures. Although the effect of the genotype ("G" effect) was significant for the four segments, it was particularly pronounced in segments A6 and A7, as revealed by Eta squared (h 2 ) values (A6 and A7: p<0.001, h 2 = 0.59; A5: p<0.001, h 2 = 0.17; A4: p<0.05, h 2 = 0.04) ( Table 1). The effect of temperature ("T" effect) was strong for both lines in all four segments (p<0.001, 0.32<h 2 <0.53). Lastly, the interaction between the genotype and the temperature ("GxT" effect) was significant for segments A6 and A7 (p<0.001). In conclusion, the Dark and Pale lines differed in pigmentation. They were both plastic in response to temperature but their plasticities differed only in segments A6 and A7.

Difference of pigmentation between the Dark and Pale lines is linked to the bab locus
We first aimed at identifying the respective contribution of each chromosome to the difference of abdominal pigmentation between the two lines. We therefore constructed new lines carrying the eight different combinations of the X, the second and the third chromosomes from the Pale and the Dark lines. We compared female abdominal pigmentation of the eight different lines grown at 25˚C (Fig 2, S2 Dataset, and S2 Fig). At a glance, an effect of the third chromosome on pigmentation was noticeable for segments A4, A5, A6 and A7 (Fig 2A). Quantification and calculation of Eta squared values (h 2 ) confirmed this effect of the third chromosome, which was moderate in A4 (p = 0.001, h 2 = 0.14), strong in A5 (p<0.001, h 2 = 0.29) and very strong in A6 and A7 (p<0.001 for both segments, h 2 = 0.77 and 0.83, respectively) ( Fig 2B and  S2 Fig). In addition, the second chromosome also had a significant but much weaker effect in all segments but A4. Weak but significant effects were also observed in A7 for the X chromosome and for the interaction between chromosome II and chromosome III (Fig 2B and S2  Fig). In conclusion, these results show that one or several loci located on the third chromosome should carry genetic variation causing most of the abdominal pigmentation difference between the Dark and Pale lines. A very good candidate on this chromosome was the bab locus, previously identified as a major contributor for variation of female abdominal pigmentation in natural populations of D. melanogaster [10,11,16,26].
To assess a potential effect of genetic variation at the bab locus, we performed an association study on the F2 progeny from a cross between Dark females and Pale males. We focused on the bab regulatory element called bab dimorphic element (bDE [21]), located in bab1 large intron (Fig 3A), as this enhancer was previously shown to carry high natural genetic variation with effect on female abdominal pigmentation [10]. In comparison with the CantonS reference haplotype (bDE C ) [21], the Pale line haplotype (bDE P ) differed by only one nucleotide (Fig 3B,  yellow). In contrast, the Dark line haplotype (bDE D ) presented a 56 bp deletion (Fig 3B, red), which had not been reported in previously described bab natural alleles. In order to investigate how frequent this deletion is in natural populations of D. melanogaster, we first analysed this region of bDE in the genomic sequences of 30 world-wide populations [27,28] (966 sequences . We never identified the 56 bp deletion in these populations. However, as this dataset of world-wide populations is focused mainly on SNPs and has not been evaluated for indels [27], it might not be optimal to identify the 56 bp deletion. Therefore, we analyzed in detail the region of the 56 bp deletion in 205 lines also originating from North America (DGRP lines from Raleigh) [29,30] using the available web-interface (http://dgrp2.gnets.ncsu.edu/). Not only SNPs but also small and large indels have been analyzed in these lines [30]. The 56 bp deletion found in the Dark line bDE was not present in any of these lines. Indeed, a SNP has been identified within the 56 bp (nucleotide 1,084,899, which corresponds to the 18 th position in the 56 bp sequence) and characterized in each of the 205 DGRP lines. Thus, the 56 bp deletion is likely to be a recent and rare allele, perhaps deleterious, present at low frequency at least in some Canadian populations. Although this deletion may not be relevant for adaptation, it represents an experimentally tractable system for studying the genetic and environmental interactions that affect a complex phenotype. We used this 56 bp deletion to genotype by PCR 40 F2 females randomly collected (S3 Fig). For each of them, DNA was extracted from the head and thorax whereas the abdomen was kept for pigmentation quantification. Scatter plot of pigmentation in A6 and A7 segments showed a clear segregation of the different genotypes, with bDE D /bDE D females being darker than bDE P /bDE P females and bDE D /bDE P being intermediary between the two former genotypes (Fig 3C and S3 Dataset). Female abdominal pigmentation was strongly associated with the genotype at the bab locus in A6 (p<0.001, h 2 = 0,61) and A7 (p<0.001, h 2 = 0.74) but not in A5 (p = 0,49) ( Fig 3D and S4 Fig). In both A6 and A7, pigmentation differs between all three genotypes (Tukey HSD test, p<0.01 for all pairwise comparisons).
In conclusion, these results strongly suggested that abdominal pigmentation variation in A6 and A7 between the Pale and the Dark lines was mainly linked to genetic variation at the bab locus.

bDE D is less active than bDE P but both alleles are temperature-sensitive
The bDE is directly activated by the Doublesex female-specific isoform (Dsx F ) and the Hox protein Abdominal B (Abd-B) in the abdominal epidermis of females [27]. Interestingly, the 56 bp deletion present in the bDE D allele of the Dark line, removes two Abd-B binding sites ( Fig 3B). These sites are the sites Abd-B3 and Abd-B4 that were shown to bind Abd-B in vitro and to contribute, together with twelve other Abd-B binding sites, to bDE activity in vivo [21]. abdomens are shown. Abdominal tergites A1 to A7 are indicated. A: anterior; P: posterior; V: ventral; D: dorsal. B: Reaction norms of pigmentation as a function of temperature in hemi-tergites A4, A5, A6 and A7 for the Dark (blue) and the Pale (red) lines. Error bars are standard deviations (n = 10 per genotype and per temperature). Significant effects revealed by two-way ANOVA are indicated: G = effect of the genotype, T = effect of the temperature, GxT = effect of the interaction between the genotype and the temperature. Ã : 0.01<p<0.05; ÃÃÃ : p<0.001; NS: non significant.  The bDE P allele of the Pale line also differs from bDE C and bDE D by a single nucleotide substitution (Fig 3B, yellow). This SNP was previously reported to reduce the activity of the enhancer [10]. To test whether the 56 bp deletion of the bDE D allele could also affect the activity of the enhancer, we constructed transgenic lines in which nuclear enhanced green fluorescent protein (nEGFP) was under the control of bDE D or bDE P (lines bDE D -nEGFP and bDE P -nEGFP).
In order to compare the activities of these two variants, the transgenes were inserted at the same genomic location using phiC31-based transgenesis [31], thus avoiding position effects. Then, they were introgressed for six generations in the same genetic background. The resulting lines, homozygous for the transgenes, were grown at 18˚C and at 29˚C, in order to test the potential effect of temperature on bDE activity. bDE activity was previously shown to peak in the abdominal epidermis from female pupae [21]. We therefore quantified nEGFP at this stage ( Both bDE D and bDE P drove nEGFP in A6 and A7 but not in A5 ( Fig 4A), as already described for bDE C [21]. In A6, the two bDE alleles presented a different activity at 29˚C (t-test, p<0.01) but not at 18˚C, which led to a non-significant effect of the genotype ("G" effect) (Figs 4B and S5). By contrast, in A7, the effect of the genotype on nEGFP expression was significant (Figs 4C and S5; "G" effect, p<0.001). Interestingly, for the two lines and in both A6 and A7, nEGFP was significantly more expressed at 29˚C than at 18˚C ("T" effect, p<0.001). The genotype by temperature interaction was marginally significant in both segments ("GxT" effect, p = 0.094 and p = 0.073, respectively) (Figs 4B, 4C and S5).
In conclusion, bDE D was less active than bDE P . Moreover, temperature modulated the activity of both alleles, which were less active at 18˚C than at 29˚C. As bab represses melanin production [20], the lower activity of bDE D and the higher activity of both alleles at high temperature correlates with pigmentation intensity. Since the 56 bp deletion of bDE D removes two binding sites for Abd-B, which activates this enhancer, loss of these sites might participate in the reduction of activity of bDE D as compared to bDE P .

The deletion removing two Abd-B binding sites in bDE D impacts enhancer activation by Abd-B
To test the impact of the 56 bp deletion in bDE D on its activation by Abd-B, we introduced chromosomes with a deletion or a duplication of Abd-B in the bDE D -nEGFP and bDE P -nEGFP transgenic lines. We thus obtained flies heterozygous for bDE D -nEGFP or bDE P -nEGFP, and expressing one dose, two doses or three doses of Abd-B. Flies were grown at 18˚C or 29˚C and nEGFP intensity in A6 and A7 was quantified. The different conditions of genotype, temperature and Abd-B dose were then compared ( Fig 5, S5 Dataset, S6 and S7 Figs). As already observed with homozygous nEGFP transgenes (Fig 4), the genotype effect ("G") as well as the temperature effect ("T") were significant for A6 and A7 ("G" for A6: p<0.01, h 2 = 0.008; "G" for A7: p<0.001, h 2 = 0.147; "T" for A6: p<0.001, h 2 = 0.235; "T" for A7: p<0.001, h 2 = 0.394). A significant effect of the genotype by temperature interaction was also observed for A6 ("GxT": p<0.001, h 2 = 0.021). These results confirmed that the activity of bDE depended on the allele and on the temperature, and that the effect of temperature was modulated by the genotype. tergites A4 to A7 are shown. The horizontal axis represents the X chromosome, the vertical axis the second chromosome, and the oblique axis the third chromosome. Each line is named from the chromosome it contains (for example, DPD: X and third chromosome from the Dark line, second chromosome from the Pale line). By eye, a strong effect of the third chromosome is noticeable. B: Pie charts of the Eta squared values (h 2 ) obtained from quantification of pigmentation in the 8 lines (n = 10 per line). The effects of each chromosome and their interactions are shown for A4, A5, A6 and A7 segments. When the effects are significant, Eta squared values are indicated on the pie. Residuals: variation not accounted by the model. Ã : 0.01<p<0.05; ÃÃÃ : p<0.001. Statistical test: three-way ANOVA with full factorial model.  The effect of Abd-B dose was strong and significant for A6 and A7 ("D" for A6: p<0.001, h 2 = 0.540; "D" for A7: p<0.001, h 2 = 0.193). This result was expected as Abd-B was shown to be a direct activator of bDE [21] and as bDE D and bDE P share twelve Abd-B sites. Very interestingly, a significant effect of the genotype by Abd-B dose interaction was observed ("GxD" for A6: p<0.001, h 2 = 0.021; for A7: p<0.01, h 2 = 0.024), demonstrating that the 56 bp deletion in bDE D had a direct impact on the activation of this enhancer by Abd-B. This effect could be the consequence of the removal of the two Abd-B sites, the changing of spacing between remaining Abd-B sites, or the removal of other uncharacterized regulatory sites.
Furthermore, there was a significant effect of the Abd-B dose to temperature interaction, independently of the genotype and thus the deletion ("DxT" for A6: p<0.001, h 2 = 0.038; for A7: p<0.001, h 2 = 0.034,). This means that the effect of Abd-B on bDE activity, for both bDE alleles, was modulated by temperature. However, we did not detect any variation of Abd-B expression in the female abdominal epidermis between 18˚C and 29˚C, indicating that this modulation was not a consequence of Abd-B differential expression ( S8 Fig and S6 Dataset). The effect of temperature on Abd-B thus might be post-transcriptional (activity of the protein itself, binding to the enhancer, interaction with co-factors . . .).
Lastly, a weak but significant interaction between genotype, temperature and Abd-B dose was observed, ("GxTxD" effect for A6: p<0.05, h 2 = 0.010; for A7: p<0.05, h 2 = 0.012), indicating that the difference in thermal plasticity between bDE D and bDE P was partly due to Abd-B.

Temperature and Abd-B dose have an impact on bab1 and bab2 expression
As the effect of Abd-B on bDE activity was modulated by temperature independently of the bDE genotype (Fig 5, "DxT" effect), we wondered whether we could detect an effect of temperature and of Abd-B dose on bab1 and bab2 regulation. We thus quantified by RT-qPCR bab1 and bab2 expression in the posterior epidermis of female pupae grown at 18˚C or 29˚C and expressing one, two or three doses of Abd-B (Fig 6, S7 Dataset and S9 Fig). Unfortunately, we could not interpret the data for three doses of AbdB because the reference genes we used were themselves deregulated. A weak but significant effect of temperature was observed for bab1 and bab2 ("T" effect, bab1: p<0.05, h 2 = 0.072; bab2: p<0.05, h 2 = 0.23). Thus, temperature modulation of bDE activity may impact bab1 and bab2 expression.
A very strong effect of Abd-B dose was observed for both genes ("D" effect, bab1: p<0.001, h 2 = 0,792; bab2: p<0.01, h 2 = 0.480). This was expected as Abd-B directly activates bDE [21]. Lastly, a significant interaction between Abd-B dose and temperature was observed for bab1 ("DxT" effect, p<0.05, h 2 = 0.070). Thus, temperature modulates the effect of Abd-B on bab1 expression, which suggests that the effect of temperature on bDE activation by Abd-B has functional consequences.

bab1 and bab2 expression differs between the Pale and Dark lines and is temperature-sensitive
In Fig 4, we showed, using reporter constructs in transgenic flies, that bDE D is less active than bDE P but that both alleles are temperature-sensitive. To test whether these effects could have transcription start sites of bab1 and bab2 are marked by arrows. The bab dimorphic element (bDE, in green, [21]) is located in the first intron of bab1. B: Sequence of the bab dimorphic element (bDE) from the Canton S [21] (bDE C allele), Dark (bDE D allele) and Pale (bDE P allele) lines. Binding sites for Abdominal-B (Abd-B) and Doublesex (Dsx) previously identified [21] are indicated on the Canton S sequence in green and blue, respectively. The haplotypes of the Dark and Pale lines differ from that of Canton S by a 56 bp deletion (red) and a single bp substitution (yellow), respectively. C: Scatter plot for pigmentation in A6 and A7 of 40 individuals among the F2 progeny of an initial Dark x Pale cross performed at 25˚C, that were genotyped at the bab locus. The three genotypes clearly segregate. D: Quantification of pigmentation in A5, A6 and A7 of the F2 individuals according to their genotype at the bab locus. In A6 and A7, pigmentation differs between the three genotypes, which is not the case in A5. Statistical test: one-way ANOVA. ÃÃÃ : p<0.001. NS: non significant.
https://doi.org/10.1371/journal.pgen.1007573.g003 bric à brac mediates pigmentation thermal plasticity   adults, as both genes were more expressed at 29˚C than at 18˚C ("T" effect, p<0.05, between 1.2 and 1.9 times more at 29˚C than at 18˚C depending on the line and the gene). Thus, the lower expression of bab paralogues in the Dark line as compared to the Pale line, and their higher expression at high temperature, correlated with bDE activity and pigmentation intensity.

bab represses t expression in abdominal epidermis
The two paralogues bab1 and bab2 encode transcription factors with BTB/POZ and Psq domains, which are involved in repression of abdominal pigmentation [19,20]. Among pigmentation genes, it is already known that bab represses y and Dopa-decarboxylase (Ddc) [22,32,33]. Based on previous studies showing the essential role of t in female abdominal pigmentation intensity and plasticity [9,18,23], we wondered whether t was a target of bab in abdominal epidermis. Indeed, this was suggested in several studies, but never demonstrated [10,14,15]. To test this hypothesis, we down-regulated bab2 and/or bab1 in the abdominal epidermis using UAS-RNAi transgenes combined with the drivers pannier-Gal4 (pnr-Gal4) [34] or yellow-Gal4 (y-Gal4) [35]. As expected, bab down-regulation increased abdominal pigmentation (Figs 8A and S11A). Furthermore, t expression, revealed by in situ hybridization, increased when bab1 was down-regulated ( Fig 8B). To confirm this result, bab was down-regulated in two reporter lines inducing nEGFP expression under the control of t regulatory sequences: the t_MSE-nEGFP line, that contained only the t abdominal enhancer t_MSE [36], and the 5't-nEGFP line, that contained a genomic fragment about 4 kb long located directly upstream the t transcription start site and including the t_MSE. In these two lines, bab downregulation induced an increase of nEGFP expression (Figs 8C and S11B).
Taken together, these results demonstrated that t expression was repressed by bab, and that this repression was mediated, at least partly, by the t abdominal enhancer t_MSE.

t is differentially expressed between the Dark and the Pale lines
As shown above, bab expression differs between the Dark and Pale lines and is modulated by temperature. In addition, bab represses t expression. In order to test whether bab differential expression in the Pale and Dark lines impacts t expression, we performed in situ hybridization experiments and RT-qPCR quantification in abdominal epidermes of young females of the two lines raised at 18˚C or 29˚C (Fig 9, S9 Dataset and S12 Fig). As we showed previously in another D. melanogaster line (w 1118 line, [23]), t expression was strongly modulated by temperature in the two lines. Indeed, t was 20 times more expressed at 18˚C than at 29˚C in the Pale line, and 7.7 times in the Dark line ("T" effect: p<0.001, h 2 = 0.87). There was also a significant effect of the genotype, although less strong. Indeed, at 18˚C, t was 1.5 times more expressed in the Dark line than in the Pale line, and 3.8 times more at 29˚C ("G" effect, p<0.01, h 2 = 0.068). Lastly, interaction between the genotype and the temperature was marginally significant, indicating that their effects on t expression were mainly additive ("GxT" effect: p = 0.08, h 2 = 0.021).
In conclusion, t was differentially expressed between the Pale and the Dark lines and modulated by temperature in both lines. As t was repressed by bab, this differential expression may result at least partly from the differential expression of bab between the two lines and the temperature sensitive expression of bab in both lines.

Discussion
Here, we use two Drosophila melanogaster lines, Dark and Pale, established from a natural population, to study the regulatory mechanisms of abdominal pigmentation intensity and plasticity. We demonstrate that bab expression differs between the two lines. This is partly due to the existence of a deletion in the bab dimorphic element (bDE) that modulates the action of Abd-B on bDE activity. bab in turn represses t through the t_MSE. The expression of t differs between the Dark and the Pale lines, and this effect is mainly caused by variation in trans at the bab locus. Indeed, contribution of the X chromosome carrying t is non-significant or extremely weak depending on the segments. Absence of functional variation in cis at the t locus contrasts with previous results on European populations, in which SNPs in t_MSE accounted for most variation in female abdominal pigmentation [9]. Indeed, sequencing of t_MSE of the Dark and Pale lines revealed that they have exactly the same sequence (see the Material and Methods section).
Our results allow also a better understanding of the effect of temperature on female abdominal pigmentation (Fig 10). Abd-B lies at the top of a gene network and plays an essential role in plasticity. Indeed, plasticity of pigmentation increases along the antero-posterior axis in parallel with Abd-B expression [12,37]. Furthermore, ectopic expression of Abd-B in the thorax is sufficient to generate a sex-specific highly plastic pigmentation pattern [22]. Abd-B has opposite effects on pigmentation depending on temperature, as it induces strong melanin production at 18˚C, whereas repressing all cuticular pigments at 29˚C [22]. Moreover, Abd-B and the female-specific isoform of Doublesex (Dsx F ) activate bab through binding to bDE [21]. We show here that the impact of Abd-B on bDE activity varies with temperature, increasing expression of bab at high temperature. As Abd-B expression does not vary with temperature, this is likely to be due to post-transcriptional mechanisms. In addition, a part of the modulation by temperature of bDE activity and bab genes expression occurs independently of Abd-B (represented by the "T" effect for bDE activity or bab1 and bab2 expression). The causal mechanism is for the moment unknown. In a previous study, we showed that bab belongs to a chromatin regulator network that mediates the effect of temperature on female abdominal pigmentation [22]. Our new results show that transcriptional modulation of bab by temperature through the bDE is important for temperature-sensitivity of the network. Furthermore, as bab represses t, temperature-sensitive expression of t in female posterior abdominal epidermis, previously reported [23] and confirmed in this study, is, at least partly, a consequence of bab temperature-sensitive expression. Interestingly, expression of other pigmentation enzymes, such as Ddc or y, is also repressed by bab and sensitive to temperature [22][23][24]33]. This is probably caused, at least partly, by the temperature-sensitive expression of bab. Furthermore, the global repressive role of Abd-B on pigmentation enzymes at high temperature goes at least partly through bab. y was recently shown to be a direct target of bab [33]. Whether t and Ddc are direct targets of bab remains unknown. Lastly, the mechanism underlying the activator role of Abd-B on melanin production at low temperature is unknown but may rely on the activation of t and/or other pigmentation enzyme genes.
Classically, two types of genetic effects are postulated to be involved in phenotypic plasticity [38]. "Allelic sensitivity" applies to a gene whose expression or product activity depends on the UAS-RNAi bab1 transgene and the pnr-Gal4 driver (right). bab1 down-regulation induces an increase of melanin production in the pnr-Gal4 expression domain. B. In situ hybridization experiments on the same genotypes as A showing t expression in the abdomen of freshly hatched females. Compared to the control (left), bab1 down-regulation (right) increases t expression in the pnr-Gal4 expression domain. C. Effect of bab1 down-regulation on the activity of the t_MSE abdominal enhancer (t_MSE-nEGFP transgenic line). Compared to the control (left), bab1 down-regulation in the pnr-Gal4 expression domain induces an increase of nEGFP expression driven by the t abdominal enhancer t_MSE (right). G: genitalia.In A and B, crosses were performed at 29˚C to maximize the difference of pigmentation between the dorsal region and the control lateral region. In C, crosses were performed at 25˚C. In A, B and C, the dashed lines mark the limit between the dorsal stripe (on the right) in which pnr-Gal4 is expressed and the lateral region (on the left) used as an internal control.
https://doi.org/10.1371/journal.pgen.1007573.g008 bric à brac mediates pigmentation thermal plasticity bric à brac mediates pigmentation thermal plasticity environment. "Gene regulation" applies to a regulatory gene that turns on or off its targets depending on the environment. Our study illustrates how these effects may blur when considering regulatory genes and their targets. The temperature sensitivity of bab expression could be classified as "allelic sensitivity". However, because bab encodes a transcriptional repressor, it corresponds also to a "gene regulation" effect when considering the effect on its targets. Furthermore, bab thermal plasticity leads to temperature-sensitive expression of t, another case of "allelic sensitivity".
A few other gene networks mediating phenotypic plasticity have been described in other species [39,40]. Similarly to the network we describe, these networks are composed of regulatory genes (involved in hormonal pathways, transcription factors) responding to the environment and structural genes that are their downstream targets. For example, pharyngeal jaw plasticity in cichlids is mediated by a complex gene network in which the transcription factor AP1 plays a major role as it is sensitive to the mechanical strain exerted by the food [39]. AP1 regulates another transcription factor Runx2B, which activates the structural gene osx, a key osteoblast regulator [39]. Such a gene regulatory network perspective is needed to understand how phenotypic plasticity is mediated and how it could be involved in evolution by genetic assimilation [41].
Our results corroborate other studies on fly pigmentation variation and evolution which have identified changes in cis-regulatory sequences involved in evolution of body or wing pigmentation (reviewed in [14,15]). Indeed, genetic variation in a modular enhancer such as bDE affects only one trait (abdominal pigmentation) leaving unaffected other traits controlled by bab via distinct enhancers (legs and ovaries) [19]. Similarly, in vertebrates, it has been shown that morphological variation within or between species very often relies on genetic changes in modular enhancers and not in coding sequences. In several examples, loss of particular structures are associated with mutations reducing the activity of an enhancer: parallel pelvic plate reduction in sticklebacks is caused by recurrent deletions of an enhancer of Pitx1 [42]; limb loss in snakes is caused by nucleotide changes in an enhancer of Sonic hedgehog [43,44]. Conversely, mutations increasing the activity of an enhancer are involved in the enlargement of particular structures. For example, in bats, a limb specific enhancer of Prx1 that has a higher activity than its mouse homologue induces significantly longer forelimbs [45]. Some mutations in cis-regulatory sequences can also modify the timing of gene expression: persistent expression of human lactase expression in adult small intestine is linked to several mutations in the regulatory sequences of the lactase gene that have occurred independently in particular populations, whereas the ancestral allele is not expressed after childhood (reviewed in [46]). These variants correspond to single nucleotide polymorphisms (SNPs) and several of these SNPs were shown to increase the binding of the transcription factor Oct-1 [47,48].
The "flexible stem" hypothesis proposes that phenotypically divergent lineages could result from genetic assimilation of alternative morphs produced by an ancestral plastic species [6]. This is observed in a few species, and extends to the genetic mechanisms generating morphological diversity [49,50]. Indeed, in a few cases, the same genes involved in the development of a particular trait show transcriptional plasticity in a plastic species and divergence of expression within or between species because of differences in their regulatory sequences. Regarding Drosophila pigmentation, this is the case for t, through t_MSE. This enhancer carries genetic variation involved in pigmentation divergence within or between species in the Drosophila melanogaster subgroup [9,11,18,36,51], and its activity is modulated by temperature [23]. We show here that the same applies to bab through the bDE which is also involved in intra-and inter-specific evolution [10]. Similarly in plants, the Reduced Complexity locus (RCO) in some species of Brassicaceae is involved in temperature modulation of leaf dissection as well as in difference of leaf dissection between species [52]. These examples suggest that the environmental sensitivity of particular genes turns them into evolutionary hotspots by facilitating the selection of the functional genetic variation they carry [50]. Indeed a given allele will produce different phenotypes in different environments. It will facilitate the selection of this allele as environmental conditions vary spatially and temporally, which increases the probability for this allele to generate a beneficial phenotype.

Fly stocks
The Canadian Drosophila melanogaster population from which the Dark and the Pale lines were established was kindly provided by Sam Yeaman [25]. We established each line by selecting 5-10 mated females grown at 25˚C with dark or pale abdominal pigmentation. The phenotypes were fixed in 5 generations by selecting females with similar phenotype in the progeny. Each of the two lines was isogenized by brother-sister crosses for 10 generations. We used standard balancer chromosomes to construct the lines carrying the different combinations of chromosomes from the Dark and Pale lines. The w 1118 line was the same as used in our previous studies [23]. The t_MSE-nEGFP transgenic line was previously described [23,36]. The UAS-bab1-RNAi (KK106110) and UAS-bab2-RNAi (GD49042) lines were from the Vienna Drosophila Resource Center [35]. The pnr-Gal4 (BL-3039) [34]  The PCR products were cloned by topocloning in pENTR (InVitrogen) according to the manufacturer's instructions and sequenced (GATC Biotech). The bDE from the Pale and Dark lines were aligned with the sequence of Canton S (NCBI, EU835207.1, [21]) using Clustal Omega (ebi.ac.uk).
The bDE and the 5' t regulatory sequence were cloned by LR recombination (Gateway cloning technology) into a derivative of PH-Stinger [53] kindly provided by Dr Nicolas Gompel.
The PH-Stinger vector was modified by insertion of a Gateway cloning cassette upstream of the nuclear enhanced green fluorescent protein (nEGFP). In addition, an attB site was inserted to allow genomic integration of transgenes using the PhiC31 integrase system [31]. After sequencing, plasmids were injected into y [1]

Genotyping of the bab locus
Genotyping of the bDE alleles was performed by PCR amplification using the following primers framing the 56 bp deletion identified in the Dark line: In situ hybridization t in situ hybridization was performed as previously reported [23].

RT-qPCR experiments
RNA was extracted as previously described [23] from pools of 50 dissected pupae or adult female posterior abdominal epidermes (A5, A6 and A7). Morphological markers were used to collect pupae at a similar developmental stage. Three RNA replicates were analysed per condition for all experiments. After treatment of RNA with Turbo DNase (Ambion), cDNA were synthesized with the SuperScriptII Reverse Transcriptase kit (Invitrogen) using random primers. RT-qPCR experiments were performed in a CFX96 system using SsoFast EvaGreen Super-Mix (Biorad). Expression was quantified following the Pfaffl method [54] using the geometric mean of two reference genes for normalization [55]. Reference genes were chosen with an expression level similar to the one of the tested gene: eIF2 and Spt6 for bab1, bab2 and Abd-B quantification, Act5C and RP49 for t quantification. For Abd-B, the primers were specific for the M isoform as the R isoform was not expressed in the pupal abdominal epidermis. Primers for t, Act5C and RP49 were already described [23]. bab1, bab2, Abd-B, eIF2 and Spt6 primers were the followings:

Preparation of cuticles
For pigmentation analyses, adult females between 3 and 5 days old were stored in ethanol 70% during ten days. Abdominal cuticles were cut just beyond the dorsal midline and dehydrated in ethanol 100% during 5 minutes. After dehydration, cuticles were mounted in Euparal (Roth).
For nEGFP analyses, pupal and adult abdomens were dissected in PBS, fixed 20 minutes in 3.7% paraformaldehyde in PBS, washed twice 10 minutes in PBS and mounted in Mowiol. As developmental time is sensitive to temperature, morphological markers (wing colour, location of meconium) were used to compare pupae grown at 18˚C and 29˚C at a similar stage of development [56].

Image acquisition and quantification
Abdominal cuticles of adult females were imaged and quantified as previously described [23].
GFP intensity was quantified in 10 individuals for each condition. Epidermes of females expressing nEGFP under the control of t_MSE were imaged using a macro-apotome (Zeiss) in order to image the whole abdomen (Fig 7). Epidermes of females expressing nEGFP under the control of the 5' t regulatory sequence (S11 Fig) and pupae expressing nEGFP under the control of the bDE (Figs 4 and S6) were imaged using a micro-apotome (Zeiss). nEGFP intensity of homozygous bDE-nEGFP pupae was measured in hemi-segment A6 and A7 using the ZEN software (Zeiss) to generate maximum intensity projections of 20 z-stacks (Fig 4). For bDE-nEGFP/+ pupae, that present a weak nEGFP signal as compared to cuticle autofluorescence, a macro was developed in ImageJ in order to extract and measure nEGFP intensity of nuclei and generate maximum intensity projections of 20 z-stacks (S6 Fig).

Statistical analysis
One-way ANOVA and Tukey HSD tests for F2 analyses were performed using the VassarStats website (vassarstats.net). Two-way ANOVA were performed with an Excel sheet from Anastats (Anastats; http://anastats.fr). Three-way ANOVA were made using the OpenStat software (W. G. Miller, http://statprogramsplus.com/OpenStatMain.htm). We checked variance homogeneity with a Levene test and normality of residuals with a Shapiro-Wilk test (http://anastats.fr). For one-way and two-way ANOVA, when variances were not homogeneous, we performed a non-parametric ANOVA (Scheirer-Ray-Hare test) using the OpenStat software. For three-way ANOVA, when variances were not homogeneous, we transformed the data with a BoxCox transformation using R. The Eta squared of the various factors (h 2 ) were calculated as SS factor / SS total (SS: sum of squares).