Hsp90 is important for fecundity, longevity, and buffering of cryptic deleterious variation in wild fly populations
© Chen and Wagner; licensee BioMed Central Ltd. 2012
Received: 5 September 2011
Accepted: 27 February 2012
Published: 27 February 2012
In the laboratory, the Drosophila melanogaster heat shock protein Hsp90 can buffer the phenotypic effects of genetic variation. Laboratory experiments either manipulate Hsp90 activity pharmacologically, or they induce mutations with strong effects in the gene Hsp83, the single-copy fly gene encoding Hsp90. It is unknown whether observations from such laboratory experiments are relevant in the wild.
We here study naturally occurring mutations in Hsp83, and their effects on fitness and phenotypic buffering in flies derived from wild populations. We examined more than 4500 flies from 42 Drosophila populations distributed world-wide for insertions or deletions of mobile DNA in or near the Hsp83 gene. The insertions we observed occur at low population frequencies, and reduce Hsp83 gene expression. In competition experiments, mutant flies performed much more poorly than wild-type flies. Mutant flies were also significantly less fecund and shorter-lived than wild-type flies, as well as less well buffered against cryptic deleterious variation, as we show through inbreeding experiments. Specifically, in Hsp83 mutant flies female fecundity dropped to much lower levels after inbreeding than in wild-type flies. At even slightly elevated temperatures, inbred mutant Hsp83 populations went extinct, whereas inbred wild-type populations persisted.
Our work shows that Hsp90, a regulator of the stress response and of signaling, helps buffer deleterious variation in fruit flies derived from wild population, and that its buffering role becomes even more important under heat stress.
How does genotypic variation affect phenotypic variation? And how might genes modulate the relationship between genotype and phenotype? These are central questions in evolutionary biology. In recent years, it has become clear that some genes play a special role in this relationship. These genes encode chaperones, proteins that assist other proteins in folding, and that can help refold misfolded proteins [1–3]. Protein misfolding can result from mutations in protein coding regions [3, 4]. It can also result from environmental changes, such as heat stress, which can lead to protein denaturation . Because proteins are involved in forming and maintaining every phenotypic trait, misfolded proteins often have detrimental effects on phenotypes [2, 3]. Proteins that can mitigate these effects can render organisms more robust against genetic or environmental perturbations. Thus, chaperones are one of several ways in which phenotypes can become robust to genetic and environmental change . Robustness to genetic and environmental change are often associated with one another [7–11], although exceptions may exist . On evolutionary time scales, robustness to genetic change has an important consequence on the genetic constitution of a population: It allows mutations to accumulate that are not phenotypically visible, precisely because phenotypes are robust to such mutations. The resulting genetic variation is often also called cryptic variation [13, 14]. Such variation need not stay cryptic forever, however. It can become phenotypically visible in the presence of yet other mutations or after environmental change [7, 14–16]. The resulting phenotypic change can be detrimental, but also beneficial, leading to new evolutionary adaptations [8, 10, 15, 17]. The earliest hints that cryptic variation exists, and that it can be transformed into new phenotypes came from experiments by Waddington which induced new phenotypes through environmental change, and which demonstrated that the induced phenotypic changes can have a genetic basis . In the recent past, many further studies have demonstrated the existence of cryptic variation, and its potential phenotypic consequences. These studies focused on a broad range of phenotypes, from molecular phenotypes to macroscopic traits of multicellular organisms [16, 19–22].
Because chaperones help confer robustness, their activity is also a prominent cause of cryptic variation [3, 8, 23]. An especially important chaperone is the heat shock protein Hsp90, which occurs in many organisms that range from microbes to humans [1, 20, 24, 25]. What makes Hsp90 unique is that its "client" proteins, proteins whose integrity it helps maintain, are extremely diverse, and that they are involved in cell communication and signaling processes [1, 5]. Such processes are especially important while a complex organism with many macroscopic traits develops from a single cell. In other words, Hsp90 affects development and thus macroscopic phenotypes. For example, impairing Hsp90 function through engineered mutations or pharmacological treatment-both in the laboratory-can increase phenotypic diversity in organisms as different as Drosophila, Arabidopsis, and zebrafish [7, 16, 26]. This phenotypic diversity is a reflection of genotypic diversity, that is, of variation that was cryptic before Hsp90 function was impaired .
With some exceptions [8, 15, 27], most experiments that studied Hsp90's effects on fitness and variation buffering focus on laboratory strains [24, 28–30]. In addition, they use strong gain-of-function or loss-of-function mutations with dramatic, often lethal phenotypic effects [31, 32]. Such mutations can usually not be maintained as homozygotes, and would rarely if ever be tolerated in a wild population [16, 32, 33]. Even disruption of Hsp90 expression through RNA interference may have large effects on phenotypes . Other ways of manipulating Hsp90 activity include the use of pharmaceuticals known to interact with Hsp90, such as geldanamycin [7, 8, 16], which wild populations may also rarely encounter.
In contrast to such strong, artificial manipulations in the laboratory, one might expect to encounter mutations with milder effects in the wild, such as regulatory mutations that affect gene expression. In the fruit fly Drosophila, a specific class of such regulatory mutations are indeed well known to affect the expression of heat shock genes . These mutations are insertions of a transposable element, the P-element, into the regulatory region of heat shock genes. Such mutations have been characterized for a variety of heat shock genes, including Hsp83, Hsp70, Hsp67Ba, Hsp27, Hsp26, Hsp23, Hsp22, and Hsrω [34, 35]. They affect gene expression, thermotolerance [35–37], development  and longevity . The likely reason why P elements often insert into these genes' regulatory regions is their high expression level, which requires a de-condensed and nucleosome-free chromatin conformation near the gene [38, 39]. Such an "open" chromatin conformation makes a gene susceptible to insertion by transposable elements .
In the fruit fly Drosophila, where the role of Hsp90 in variation buffering was first discovered , Hsp90 is encoded by the single copy essential gene Hsp83. This gene is expressed at higher levels during normal development than some other heat shock proteins, including Hsp22, Hsp23, Hsp26, Hsp27, and Hsp70 [40, 41]. Hsp90 is expressed constitutively, and at higher levels than required for its function under normal conditions [5, 24]. Taken together, these observations make Hsp83 a good candidate for transposable element insertions in wild populations as well. The work we report below is the first to isolate such naturally occurring variants of Hsp83 and to characterize their effect on gene expression and fitness. Because Hsp83 has been associated with variation buffering, the question whether such mutants alter variation buffering is intriguing. We show that they indeed do.
Observations made with laboratory populations often do not apply to wild populations . This holds especially when a population's evolutionary and genomic background matter, because wild populations have a history of inbreeding and selection that is different from laboratory populations . For example, laboratory genetic mapping revealed a strong association between regulatory polymorphisms at the hairy locus and variation in sternopleural bristles. However, the same association does not exist in wild-caught flies . A comparative study on 29 strains of D. melanogaster found that even central life history traits such as longevity can be highly strain-specific . More generally, artificially selected phenotypes can only partly predict fitness components estimated in the field . Thus, some observations derived from laboratory studies have dubious validity until confirmed also in the wild.
In this work, we first screened more than 4,500 flies from 42 world-wide Drosophila populations, and identified P-element insertions near the Hsp83 gene in three of these populations. We verified that these insertions indeed reduce Hsp83 gene expression. We then showed that flies with these mutations have lower competitive fitness, as well as lower fecundity and longevity. These effects occur in all three genetic backgrounds. We next used inbreeding experiments, which can increase homozygosity of deleterious alleles, to reveal cryptic deleterious mutations. These experiments showed that flies with reduced Hsp83 expression from all three populations can buffer deleterious variation much less well. Even mild environmental stress reduced the buffering so dramatically that populations went extinct. Experiments like these would have been impossible with strong laboratory mutations. The mild mutations we use allowed us to determine that wild-derived flies with even modest expression changes in the gene encoding Hsp90 show altered fitness and variation buffering that can be very strong on short evolutionary time scales.
Hsp83regulatory mutations exist in three out of 42 natural populations
Sequencing of the mutated gene region showed that the mutations were caused by insertion of non-autonomous P elements, i.e., the elements contain an internal deletion, and therefore cannot encode the functional transposase needed to mobilize the elements in genome. The P element insertions are identical in the three populations with respect to their insertion position, orientation and length as well as their flanking sequence (Figure 1B). The insertion is 1250 bp long and occurred 82 bp upstream of the transcription starting site of Hsp83. The inserted P-element disrupts the characterized regulatory sequences of Hsp83 [40, 48]. Specifically, it integrated into an array of three heat-shock consensus elements that regulate Hsp83 expression [40, 48]. Its integration moved one of these elements (HSC3 in Figure 1B) further away from the transcription start site, while at the same time creating an 8-bp (CTCTAGAA) direct repeat of the same element (Figure 1B). For further analysis, we established isogenic lines homozygous for the insertion mutation with individuals from each of the three populations where they occurred (Okayama, Tokyo, and Ivory Coast). We named their genotypes Hsp83P/P. We also established isogenic lines homozygous for the wild-type Hsp83 gene from the three populations, and named them Hsp83+/+. We note that the two Japanese populations and one African population had been collected in different years and maintained in different laboratories or stock centers (see Materials and Methods), thus making cross-contamination unlikely. Although the genotypes at the insertion site are identical, and may be derived from the same insertion event, the lines have different genetic backgrounds that result from the different geographic origin of their source populations.
P-element insertion mutations reduce Hsp83gene expression at both normal and elevated temperatures
These analyses were based on chromosomal alleles of Hsp83. It is possible that the observed changes in Hsp83 expression are not caused by these alleles, but by linked alleles at other loci that are in strong linkage disequilibrium with the Hsp83 alleles we study. To exclude this possibility, we isolated the wild-type and mutant Hsp83 promoter from the Okayama population and cloned them upstream of a luciferase gene. We then used the two resulting constructs to drive luciferase gene expression in transient transfection assays of two different Drosophila cell lines (S2R+ and Kc)  (See additional file 2A). In both cell lines, and both under normal temperatures and after heat shock at 37°C, the mutant promoter drove expression of the luciferase gene to a low level compared with the wild-type promoter. Specifically, the mutant promoter lowered luciferase gene expression between 11.9 percent (in non-heat shocked Kc cells) and 58.6 percent (in heat-shocked S2R+ cells; See additional file 2B). Taken together, these observations show that the P-element insertion mutants we study cause a reduced expression of the Hsp83 gene in three different genetic backgrounds. This reduction is caused by reduced activity of the mutant Hsp83 promoter, and not by indirect effects of alleles at loci linked to Hsp83.
Hsp83mutant alleles have low frequencies in natural populations
To estimate the frequencies of the two Hsp83 alleles (Hsp83+ and Hsp83 P ) in the three source populations (Okayama, Tokyo, and Ivory Coast), we genotyped from 30 to over 300 flies from these populations (see Materials and methods). We found no mutant homozygotes in two of the populations, and only 0.3 percent of mutant homozygotes (i.e., one out of 312 individuals) in flies from the Okayama population. Among the flies we examined 3.2 percent, 5.5 percent and 15.4 percent were heterozygous for the P-element insertion in the Okayama, Tokyo and Ivory Coast populations, respectively. Expressed in terms of mutant allele frequencies in the sample of flies we examined, this means that the mutant Hsp83 allele had a low frequency of 1.5 percent in Okayama flies, 3.8 percent in Tokyo flies, and 7.7 percent in Ivory Coast flies. Only the genotype frequencies in the Okayama population significantly departed from Hardy-Weinberg equilibrium (χ2 test, p = 0.037; See additional file 3).
We also attempted to identify nucleotide polymorphisms, but found only one polymorphism in a total of 3920 bp sequenced nucleotides, both upstream and downstream of the insertion site, in 23 flies of the Okayama population. These observations are consistent with previous work indicating that Hsp83 coding and regulatory regions show very little sequence polymorphisms .
The Hsp83 gene is located close to the breakpoint of the cosmopolitan inversion Inv(3L)P . We wished to determine if any phenotypic effects of the Hsp83 mutation may have been indirect, caused by the inversion and its association (linkage disequilibrium) with the Hsp83 mutation. To this end, we scored the inversion Inv(3L)P polymorphisms in the two natural populations Okayama and Ivory Coast. We found no evidence of linkage disequilibrium with the Hsp83 alleles (Fisher's exact test, p > 0.05), and only rare inversion arrangements in flies with either Hsp83 genotype (See additional file 4). Thus, the phenotypic effects of Hsp83 mutations cannot be attributed to effects of the cosmopolitan inversion Inv(3L)P.
Hsp83transposon insertion mutants show lower fitness in competition assays
The second variant of the assay that we performed involved only individuals from the Okayama population. It started with different proportions of mutant individuals. Specifically, it involved two starting populations, each consisting of 100 flies, where 30 and 10 flies, respectively, were initially homozygous for the Hsp83 P allele. In the first population Hsp83 P allele frequencies decreased by 89.3 percent. In the second population they fluctuated around the initial 10 percent. Both populations had a low Hsp83 P allele frequency of 3.2 percent at the end of this experiment.
In sum, our observations suggest that in populations where mutant flies constitute a substantial fraction of the population, they are competitively inferior to wild-type flies, and their population frequency declines over several generations. The number of individuals we used, as well as the consistent genotype frequency changes we observe in our replicate competition assays make genetic drift an unlikely sole cause of the changes we see.
Mutant flies are less fecund and live less long, but are no less thermotolerant than wild-type flies
We next asked which component of fitness may be responsible for the reduced fitness of Hsp83 mutants. We investigated three fitness components. The first is fecundity. The second is longevity. The third is resistance to environmental high-temperature stress, which we studied because Hsp90 is known to be involved in thermotolerance.
We next determined the longevity of mutant and wild-type genotypes. To this end, we cultured Hsp83P/Pand Hsp83+/+ lines in fresh medium at 25°C for the whole life of individuals in these lines (see Materials and methods), and counted the fraction of individuals that survived a given number of days after eclosion (Figure 4B). The mutant females had an average lifespan of 48.5 days, 14.9 percent shorter than the average life span of wild-type females at 56.9 days, a difference that was highly significant (Kruskal-Wallis Test: F1,387 = 5.194, p < 0.001). The mutant males showed a stronger reduction in average lifespan, with 43.2 days compared to 54.6 days in the wild-type. This difference of 20.9 percent is significant (Nested ANOVA: F1, 370 = 8.593, p = 0.019). Levene's test of error variances shows a significant difference in the variance of life span between wild-type and mutant lines in females (F9,377 = 4.086, p < 0.001), but not in males (F9,370 = 1.839, p = 0.060). This indicates that the Hsp83 mutation influences not only life span, but also its variability, at least for females. In sum, flies, especially males, are ageing faster when Hsp83 is mutated.
Lastly, we measured the basal thermal tolerance and inducible thermal tolerance of both the mutant (Hsp83P/P) and wild-type (Hsp83+/+) isofemale lines. We did not find any significant difference in basal or induced thermotolerance between the genotypes for either males or females. (p > 0.05; See additional file 5).
Inbreeding shows that wild-type Hsp83alleles buffer phenotypic expression of cryptic genetic variation better than mutant alleles
Inbreeding causes increased homozygosity at multiple genomic loci, and will thus expose phenotypic effects of recessive alleles to natural selection . Such effects are usually deleterious. They are not apparent in outbreeding populations, where recessive alleles mostly exist in heterozygotes. In other words, outbreeding populations contain cryptic genetic variation-variation without phenotypic effects-at loci harboring recessive alleles. In inbreeding populations, this variation becomes phenotypically visible through its deleterious effects. One of the best-studied aspects of Hsp90 function in laboratory populations is the ability of Hsp90 to buffer the phenotypic effects of genetic variation [7, 8, 16, 22]. With these observations in mind, we asked whether the natural Hsp90 mutants we study here are impaired in their ability to buffer cryptic variation that can be revealed by inbreeding. Such an observation would provide evidence that Hsp90's buffering ability is not just restricted to laboratory populations.
Hsp83is even more important for cryptic variation buffering under mild heat stress
Outbreeding of a previously inbred population reduces homozygosity of deleterious recessive alleles. If our assertion that wild-type Hsp83 buffers deleterious variation is correct, then outbreeding should restore the fecundity lost during inbreeding, and especially in mutant lines where this loss is most severe (Figure 5 and 6). To ask whether this is the case, we used flies from the Ivory Coast population, where the fecundity loss had been especially severe at 28°C (Figure 6). We crossed flies derived from the different inbred isofemale lines with each other and examined their fecundity. In this way, we established populations that were outbred and contained either only Hsp83 mutant alleles, only wild-type alleles (See additional file 7A, "between-line" crosses), or a 1:1 mix of mutant and wild-type alleles (See additional file 7A, "between-genotype" crosses). The outbred populations show significant increases in fertility relative to their inbreeding controls (p < 0.05). Specifically, outbreeding of populations that contained only mutant alleles (Hsp83P/P× Hsp83P/Pin "between-line" crosses) increased fecundity from zero (after inbreeding at 28.0°C) to 12 individuals per female (Figure 6 and S4B). This change in fecundity was highly significant (p < 0.001), indicating that outbreeding rescued the fecundity loss during inbreeding at mild heat stress. Wild-type alleles of Hsp83 helped increase fecundity even further. Specifically, the fecundity of outbred populations with both allele types (Hsp83+/+ × Hsp83P/P; "between-genotype" cross in additional file 7B) was 167 percent higher than for populations with only the mutant alleles (Hsp83P/P× Hsp83P/P; p = 0.018). Outbreeding in populations with only wild-type alleles (Hsp83+/+ × Hsp83+/+) increased fecundity by an additional 70 percent, to a level that was significantly higher than in the mixed cross (Hsp83+/+ × Hsp83P/P; p = 0.013) (See additional file 7B). In sum, wild-type Hsp83 alleles are much more effective in restoring the fecundity that is lost after inbreeding.
We discovered naturally occurring mutants of the Hsp83 gene with P element insertions in the gene's proximal promoter region. These mutants occur in three out of 42 populations that we examined, and at modest allele frequencies, not exceeding 7.7 percent. The mutations down-regulate Hsp83 gene expression by 32 percent to 40 percent, depending on the population. They reduce competitive fitness, female fecundity, and longevity. We also found that Hsp83 (and possibly linked loci) strongly influences the expression of cryptic deleterious genetic variation in inbred populations. That is, flies that carry the mutant Hsp83 allele are much more poorly buffered against such variation than flies with the wild-type allele. We found that even mild thermal stress can completely break down the impaired buffering associated with mutant Hsp83. Specifically, inbred fly populations with mutant Hsp83 alleles go extinct at modestly elevated temperatures of 28°C.
To our knowledge, this work is the first to show that naturally occurring regulatory mutations of the Hsp83 gene-a key modulator of the stress response and cellular signaling-can affect reproductive success, reduce longevity, and reduce variation buffering in fruit flies derived from wild populations. A previous study on naturally occurring Hsp83 variants had identified a nonsynonymous deletion mutation in the Hsp83 coding region, and focused on the effects of this mutation on morphological traits, not on fitness components . In addition, this study perturbed variation buffering only through thermal stress exposure, not through inbreeding, which is especially useful to reveal expression of recessive cryptic genetic variation. Our limited sequence polymorphism analysis found only one synonymous mutation in the Hsp83 coding region in the flies we studied, thus making it unlikely that the same deletion mutation stands behind our observations.
Our naturally occurring variants of Hsp83 have fairly mild effects compared to some of the drastic perturbations that earlier laboratory experiments used [7, 11, 16, 22, 26, 32, 33]. For example, the reduced expression of Hsp83 in our mutants did not significantly affect thermotolerance in outbred flies (See additional file 5). Working with these mutants has several benefits. First, it avoids pharmacological manipulation or structural modification of Hsp90, both of which may have unknown side effects, for example, by changing the protein's molecular interaction partners [1, 25]. Second, it avoids the use of mutations with drastic expression effects, such as engineered homozygous loss-of-function mutants [31, 32]. Such mutants can only be maintained as heterozygotes in the laboratory [16, 33]. A continuous inbreeding experiment like the one we performed to reveal deleterious cryptic variation would be difficult with such drastic mutations, partly because homozygote offspring would be lethal. In contrast, the mild variants we found enabled us to ask whether more Hsp83 means better buffering . Finally, they allowed us to study flies derived from natural populations, and to examine whether laboratory findings on Hsp90 apply to such populations.
A potential disadvantage of working with natural populations and the mutants that they contain is that each mutant occurs in a different genetic background, and that this background can influence observations. For example, we found that the genetic background of each geographic population influenced the competitive ability and fecundity of the flies we studied. However, our key observations, for example that Hsp83 can buffer deleterious variation in inbreeding lines, and that Hsp83 mutants show reduced fitness, were consistent across all three genetic backgrounds.
P element insertions are widespread in the Drosophila genome, and they are especially abundant in heat-shock genes [34, 35]. In Japanese natural populations, for example, at least 6 distinct P element insertions exist in the heat shock gene Hsp26, and at least 5 distinct insertions exist in the heat-shock gene Hsp27 at high population frequency . These observations stand in stark contrast to the low frequency of insertions into the Hsp83 gene. They suggest that the low frequency of P-element insertions we observe in Hsp83 are not a consequence of a recent insertion, but that it results from natural selection against mutant Hsp83. Our observation that these insertions are possibly associated with reduced competitive fitness, reduced fecundity, and shorter life span are fully consistent with this suggestion. The question then arises why we observe any individuals that carry P-element insertions in our study populations. One possible answer is that the insertion may be neutral or even beneficial when heterozygous or when at low population frequencies. Our observation that mutant allele frequencies did not decline in a competition assays seeded with only 10 percent of Hsp83 P alleles are consistent with this possibility. Moreover, the fitness effect of Hsp83 P may depend on the environment to which a population is adapted, as has been observed for P element insertions in other heat shock genes [35, 54]. In addition, some P-element insertions can help maintain tradeoffs between stress resistance and developmental homeostasis of flies living in a changing environment [34, 35, 37]. Unfortunately, our data does not allow us to answer which of these possibilities is responsible for the maintenance of P element insertions at modest frequencies in our study populations.
Our observation that mutations in Hsp83 affect fecundity is consistent with other reports that Hsp83 is involved in reproductive functions. Hsp83 plays a critical role in the process of both oogenesis  and spermatogenesis . For example, Hsp83 RNA is a component of the posterior polar plasm , and Hsp90 protein is required for localization of maternal mRNA to the posterior pole, which is essential for development of germ cells in the Drosophila embryo . Thus, Hsp83 is involved in the molecular pathways responsible for oogenesis and spermatogenesis in D. melanogaster.
Inbreeding increases the fraction of homozygous loci in a genome. Because many alleles are recessive and deleterious in the homozygous state , inbreeding will cause previously cryptic (heterozygous) deleterious variation to be expressed . Such deleterious variation manifests itself as a reduction in one or more fitness components, such as fecundity. In our inbreeding experiments, we found that wild-type Hsp83 flies were better buffered against the deleterious effects of inbreeding than mutant flies. Specifically, wild-type Hsp83 flies from all three geographic populations showed no decline in fecundity after three generations of inbreeding, and only one population showed a small decline (by 14 percent) after four generations. In stark contrast, mutant lines from all three geographic populations showed a significant decline in fecundity of up to 47 percent after between two and four generations. Genetic polymorphisms are widespread in many populations [47, 59], but the incidence of cryptic variation is usually unknown for wild populations [14, 15]. Inbreeding can reveal such variation. Our experiments demonstrate that cryptic variation must be abundant in the populations we studied, because inbreeding reduced fecundity substantially. Moreover, the experiments show that expression of Hsp83 at wild type levels can buffer the damage caused by inbreeding.
The observation that a chaperone can buffer deleterious variation is not unprecedented. Over-expression of GroEL, a molecular chaperone of Escherichia coli, can help overcome the accumulation of deleterious mutations that occur in E. coli strains with high mutation rate . In other words, a chaperone can buffer these organisms against deleterious mutations [17, 20]. Although the sources of deleterious variation-inbreeding and mutation accumulation-and the chaperones-Hsp90 and GroEL-differ in these two organisms, chaperones have the same qualitative effect in both cases. However, the E. coli strain in which these previous experiments were conducted is a laboratory strain. Observations made with this strain need not necessarily transfer to populations in the wild.
Three main observations lead us to think that the buffering capacity of Hsp90 is relevant for wild fly populations. First, the flies in which we identified the effects of the Hsp83 mutation all stem from wild populations. Second, although the buffering capacity of Hsp90 varies with genetic background, significant buffering did occur in all three populations. Third, the regulatory mutation in Hsp83 (and possibly linked loci) is mild in its effect on expression, but strong in its effects on fitness, i.e., on fecundity, longevity, and most importantly, buffering capacity. Mutations that affect these aspects of fitness are likely to be selected against in nature . More specifically, because Drosophila has very large effective population size in the wild , fitness differences much smaller than we detected would be visible to natural selection [14, 59], and would lead to the eventual elimination of mutant alleles with low fitness.
In sum, our study shows that natural variants in the Hsp83 gene can affect the fitness of flies derived from natural populations, regardless of their genetic background and geographic origin. It also shows that Hsp83 is involved in the buffering of deleterious variation in these flies, and that this role becomes even more important under heat stress. And it demonstrates that Hsp90 plays an important role in the life of flies in the wild.
The 42 populations of D. melanogaster we examined were established from wild-caught flies sampled in multiple locations around the world (see the sample information in Figure 1A and additional file 1). Population F1 is represented by 24 isofemale lines from flies collected in Okayama, Japan, in 2004 (reference numbers OKY1-24 in EHIME-Fly, the Drosophila stock center of Ehime university; http://kyotofly.kit.jp/cgi-bin/ehime/index.cgi). Population F2 is represented by 24 isofemale lines that were collected in Tokyo, Japan in 2003 (reference numbers OGSC1-24 in EHIME-Fly). Dr. Wenxia Zhang at Peking University, China provided individuals from populations F3-F6, which are derived from natural populations in China. Population F7 is represented by five isofemale lines from Cairns, Australia, and population F8 by 13 isofemale lines from Melbourne, Australia. Flies from the populations F7 and F8 were obtained from Dr. Ary A. Hoffmann at the University of Melbourne. Individuals from populations F10-11, F19 and F24-25 were obtained from the Tucson Drosophila Species Stock Center (reference number: 14021-0231.06, 14021-0231.04, 14021-0231.00, 14021-0231.20, 14021-0231.01; https://stockcenter.ucsd.edu). Individuals from the other 29 natural populations were obtained from Dr. Jean David in CNRS, France, and have been the subject of previous investigations [34, 60, 61]. All live flies for this study were reared on a medium of cornmeal, molasses, and agar at a temperature of 25°C, a humidity of 60 percent, and light period of 12D:12L in an environment-controllable incubator (Adaptis A1000 manufactured by CONVIRON, Canada; http://www.conviron.com).
Screening D. melanogaster populations for mutations in Hsp83
To identify insertion/deletion (indel) mutations in Hsp83 and its flanking regions, we first designed three primer pairs to amplify three overlapping regions covering Hsp83 and the 5' part of the gene CG14965 immediately upstream of Hsp83, as well as the entire gene CG14966 immediately downstream of Hsp83 (see additional file 8 and sequences in additional file 9 of the 3 primer pairs (i) CG14965-S1F and S1R, (ii) S2F and S2R, (iii) S3F and CG14966-S3R). With these primers we could detect indels through the polymorphisms they yield in the size of PCR amplification products. Because indel mutations preferentially occur in Hsp promoter regions , we also designed a primer pair to specifically amplify the intergenic region upstream of Hsp83. This pair consists of primer CG14965-S4F, which is complementary to DNA in the upstream gene CG14965, and S4R, which is complementary to part of the 5' region of Hsp83 (See additional file 8 and additional file 9). We sequenced amplicons obtained from this primer pair that were larger than expected from the wild-type sequence (1156 bp), in order to confirm the identity, structure, position, and orientation of insertions into the promoter. We also applied a PCR that can specifically detect P elements in the Hsp83 promoter region to flies from lines where previous PCR analysis had revealed insertions. For this PCR, we used the forward primer PIA8, which is specific to the flanking inverted repeats of P elements, and the primer S4R (See additional file 8 and additional file 9). We estimated allelic frequencies of P element insertions in Hsp83 via the above two amplification reactions, i.e, one for indel detection in the intergenic region, another for the P element-specific amplification. Overall, we screened approximately 100 D. melanogaster individuals from each of the 42 populations for Hsp83 indels, for a total of more than 4,500 screened flies. We purified genomic DNA from individual adult flies with the Puregene DNA purification system (Gentra Systems) according to the manufacturer's instructions.
Polymorphisms in Hsp83 nucleotides and the inversion Inv(3L)P
We examined single nucleotide polymorphisms in a 940 base pair (bp) long stretch upstream of the insertion site in 14 mutant flies from the Okayama population, and found only one point mutation in a single sequence. Primer pair PIA8 and CG14965-S1F was used for the amplification (See additional file 8 and additional file 9). In nine flies of the same population, we also examined nucleotide polymorphisms in a 2980 bp stretch downstream of the insertion site amplified with primer pair PIA8 and CG14966-S3R (See additional file 8 and additional file 9). This region covers the whole Hsp83 coding region and most of the downstream gene CG14966. This analysis found no polymorphisms.
To determine if the Hsp83 mutation was in linkage disequilibrium with the inversion Inv(3L)P, we genotyped the Hsp83 mutant and wild-type lines for the presence of the inversion following an established method . Briefly, in this method each DNA sample is genotyped by two primer pairs, one yielding a 1350 bp fragment for the standard arrangement, and another pair yielding a 1075 bp fragment for the inversion. To exclude the possibility that polymorphisms in priming sites yield artifactual results, we also used another genotyping method  in which two different primer pairs detect the standard and inverted arrangements. We genotyped 25 flies in Okayama lines and 26 flies in Ivory Coast lines using both methods.
Construction of isogenized homozygous lines
Virgin females were collected from each of the three populations in which P element insertions existed in Hsp83 promoters. Individual females were paired with one male and allowed to mate in vials containing 7 ml of standard medium at 25°C. Adult offspring were removed after 5 days and genotyped as described above. Offspring of heterozygous parents were allowed to mate and reproduce further until pairs of lines homozygous for a P element insertion (Hsp83P/P) and for the wild-type Hsp83 promoter (Hsp83+/+) were established in the same generation. Individuals with the Hsp83P/Por Hsp83+/+ genotypes were then mated inter se to obtain large populations of more than 200 individuals. Pair-wise mating among individuals of the two genotypes was undertaken during the population maintenance, so that the mutant and corresponding wild-type lines used in the next experiments had the same history of inbreeding, and did not differ in average levels of genetic variation. These populations of isofemale lines were maintained for two generations before the experiments described below, in bottles at a constant temperature of 25°C, humidity of 60 percent, and light period of 12D:12L in an incubator. Homozygous lines of the two genotypes used for the measurement of fecundity, longevity, and thermal tolerance were all isogenized from the Okayama population (See additional file 10).
Quantitation of Hsp83gene expression by real-time PCR
Total RNA was purified from about 25 early 3rd instar larvae using an RNeasy Protect kit (Qiagen, Germany) according to the manufacturer's instructions. Equal amounts (1 ug) of RNA were used to synthesize first-strand cDNA with an Oligo(dT) primer using a reverse transcription kit (ABgene, Rochester, NY, USA). The housekeeping gene actin88F was used as an endogenous control to calibrate total mRNA levels. The mRNA level expressed by a specific gene was measured by real-time quantitative PCR on an Applied Biosystems 7500 Fast Real-Time PCR System with SYBR® Green I dye chemistry (ABgene, USA). Measurements were carried out in three technical replicates for each mRNA sample. The relative quantification of gene expression of Hsp83 and actin88F was calculated by the comparative cycle threshold method (ΔΔCT Method) according to ABI's guide (Applied Biosystems, USA). Primers used for quantitative PCR are listed in additional file 9.
Construction of luciferase reporter plasmids, transient transfection, and dual luciferase assay
DNA fragments containing Hsp83 wild-type and P-element insertion promoters were PCR-amplified from isofemale lines derived from the Okayama population (See additional file 1, population F1). These fragments were cloned into the promoter/enhancer-free pGL-3 basic vector (Promega), which contains a luciferase gene. To facilitate cloning, the PCR used primers (Kpn1F1, Bgl2R1; See additional file 9) designed to introduce restriction sites into the amplified fragments. The amplified region begins 714 bp upstream and ends 35 bp downstream of the transcription start site (See additional file 2A). The methods for construction of luciferase reporter plasmid were the same as in .
Two types of Drosophila cells, S2R+ and Kc cells , were transfected with pGL3-basic vector DNA with insert, or without insert for control experiments in 96-well plates. Both a firefly luciferase reporter gene construct (200 ng) and a pRL-SV40 Renilla luciferase construct (10 ng; for normalization) were co-transfected in each well. After transfection, cells were incubated at 25°C for 12 h, placed in a cell incubator at either 36.5°C (heat shock) or 25°C (control) for 5 min, transferred to a 25°C cell incubator for 30 min, and harvested by centrifugation. The luciferase activity was then measured using the Dual-Luciferase Reporter Assay System (Promega, USA) according to the instruction manual. Four replicate cell lines were prepared and assayed for each treatment. The intensity of the firefly luciferase signal is reported here as the ratio of averaged firefly to Renilla luciferase luminescence.
Competition assay for relative fitness determination
Relative fitness of Hsp83 wild-type (Hsp83+/+) and P-element insertion lines (Hsp83P/P) was measured in a bottle with competing flies of both genotypes. To make sure that the relative competitive ability of the parental females in this experiment was due to genetic rather than environmentally induced effects, all parental flies were raised at the same sex ratio (1:1), population density (~150 flies per bottle), age, temperature (25°C) and humidity (60 percent). Two different types of competition assays were performed to measure relative fitness. The first used a population of competing flies with an initial 1:1 ratio of the two genotypes, i.e., with 50 Hsp83 P/P and 50 Hsp83+/+virgin adults. For this assay, three parallel competition populations were established with flies derived from three different populations, one from Okayama (population F1 in additional file 1), one from Tokyo (population F2), and one from the Ivory Coast (population F3). The second assay used three populations of competing flies with different proportions of mutant and wild-type flies from the Okayama population. The three competition populations initially contained 10 percent, 30 percent, and 50 percent homozygous P-insertion genotypes. Specifically, the first population was established by mixing 10 Hsp83 P/P with 90 Hsp83+/+adults, the second population by mixing 30 Hsp83 P/P with 70 Hsp83+/+adults, and the third by mixing 50 Hsp83 P/P with 50 Hsp83+/+adults.
From each of these populations flies were transferred every two days to a new bottle to lay eggs. One hundred virgin offspring flies randomly taken from over 600 flies grown in bottles from three consecutive time points, each between three and seven days old, were mated to found the next generation. All populations were cultured for 5 consecutive generations. Adult offspring in each generation were frozen for genotyping after they laid eggs. Thirty to fifty flies of males and females were genotyped in each generation. Since no difference in the frequency of alleles that carry P-element insertions was observed between males and females, the allele frequency was calculated for a mix of both sexes. The change in frequency of P-element carrying alleles was used to estimate the relative fitness of individuals with such insertions.
Five isofemale lines homozygous for the insertion (Hsp83 P/P ) and five male lines homozygous for the wild-type (Hsp83+/+), all of them established from the Okayama population, were subjected to the following procedure. Five females were collected as virgins and placed, one day after eclosion, with five males in glass vials containing 7 ml of standard medium to which powdered yeast had been added. The ten flies were then transferred to a fresh vial every 48 hours until no eggs had been laid in two consecutive seeding vials. Adults eclosing from each vial were censused daily until eclosion ceased. All offspring from each mating were counted as a measurement of female fecundity. This procedure was carried out three times independently for each of the 10 lines. Fecundity measurements in inbreeding lines were performed as described below.
Five isofemale lines homozygous for Hsp83+/+ and five homozygous for Hsp83P/Pwere used for the longevity measurement. Forty flies of the same sex and same age from each of the ten lines were reared in glass vials containing 7 ml of standard medium, and transferred to new medium every two days. During this time, dead flies were counted and removed. This procedure (transfer, counting and removal of dead flies) was continued until all flies had died.
Thermal stress tolerance
To determine basal thermal tolerance, three-day-old adults were heat-shocked in a 40.3°C water bath for 30 minutes, and survival was checked after 24 hours' recovery at 25°C. To determine induced thermal tolerance, 3-day old adults were first pretreated at 29.0°C for 20 minutes, followed by a 40 minute treatment at 36.5°C to maximally induce Hsp83 expression , and a subsequent 30 minute heat-shock treatment at 40.3°C. For these treatments, samples of about 30 flies were placed in glass vials containing 7 ml of standard medium, and the vials were submerged in water baths at the temperatures described. Flies were tallied as survivors if, after 24 hours at 25°C, they responded to gentle brush prodding. The flies subjected to these treatments came from each of 13 to 20 Okayama isofemale lines, and included individuals of both sexes.
Continuous inbreeding and outbreeding
From each of the three natural populations from Okayama, Tokyo, and Ivory Coast (See additional file 1), seven isogenic lines (Iso-1 to Iso-7) homozygous for Hsp83 wild-type (Hsp83+/+) and for Hsp83 mutants (Hsp83P/P), respectively, were established in the standard isogenization method described above. Four 3-day-old virgin females and four 3-day-old males of an isofemale line were mated in a vial to generate the first generation. The 8 flies in the vial were transferred to a new vial with fresh food every other day. The transfer continued for 30 days or until no hatched larvae were visible in the vial. Adults eclosing from each vial were censused every other day until eclosion ceased. To generate the second generation, four females and four males collected on the sixth eclosing day within an isofemale line were sexed, separately reared for 3 days, and then mated in a vial to lay eggs. Using this protocol, the inbreeding experiments proceeded for 4 generations at 25(± 0.2)°C, and for 3 generations at 28.0(± 0.2)°C. At the higher temperature, the mutant lines ceased to reproduce in the second generation (See the experimental design in additional file 6). All offspring from each quadri-mating were counted to estimate female fecundity.
For the outbreeding experiment, virgin adult offspring of the two genotypes (Hsp83+/+ and Hsp83P/P) derived from the second generation of the above inbreeding experiment at 28°C were collected from all seven isofemale lines of the Ivory Coast population (Iso-1 to Iso-7). They were then outbred at 28°C according to the experimental design shown in additional file 7. Specifically, two different outbreeding regimes were applied. First, to investigate if relieving inbreeding can restore the fertility loss caused by P-element insertion into Hsp83 under stress, flies from two of the seven isofemale lines within each genotype were crossed. In total seven crosses were established from the seven inbred isofemale lines within each genotype. Second, in an attempt to rescue the Hsp83 down-regulation in mutant lines, flies of two lines from each of the two genotypes were crossed. Since Hsp90 is essential for both oogenesis and spermatogenesis [55, 56, 63, 64], between-genotype crosses were only performed between mutant females and wild-type males, but not reciprocally. Overall, seven between-genotype crosses were established from flies of the seven inbred isofemale lines. In each cross, four 3-day-old females and four 3-day-old males were mated in a vial. The eight flies in the vial were transferred to a new vial with fresh food every other day for a total of 30 days. Adults eclosing from each vial were censused every other day until eclosion ceased. Then female fecundity was measured by examining the number of offspring from each cross as described in previous sections.
For longevity, fecundity and thermal tolerance, the effects on the mean phenotype of genotype (Hsp83 P/P and Hsp83+/+) and line within each genotype were tested using a nested one-way analysis of variance with genotype as a fixed factor, and the line nested within genotype as a random variant. Separate ANOVAs were performed for males and females. A Kruskal-Wallis nonparametric test was performed instead when the variances are different between genotypes. Independent-sample t-tests were performed to examine whether fecundity differed significantly between the first generation on the one hand, and the second to fourth generation of inbreeding at 25°C and 28°C, on the other hand. Levene's test  was used to determine if a given number k of samples had equal variances.
Acknowledgements and funding
We thank Jean David, Masayoshi Watada, Ary Hoffmann and Wenxia Zhang for providing fly strains, Rudolf Saegesser and Anina Pescatore for technical assistance, and Suzannah Rutherford for discussion. AW acknowledges support through Swiss National Science Foundation grants 315200-116814, 315200-119697, and 315230-129708, as well as through the YeastX project of SystemsX.ch, and the University Priority Research Program in Systems Biology at the University of Zurich.
- Young JC, Moarefi I, Hartl FU: Hsp90: a specialized but essential protein-folding tool. J Cell Biol. 2001, 154: 267-274. 10.1083/jcb.200104079.PubMedPubMed CentralView Article
- Hartl FU: Molecular chaperones in cellular protein folding. Nature. 1996, 381: 571-580. 10.1038/381571a0.PubMedView Article
- Walter S, Buchner J: Molecular chaperones-cellular machines for protein folding. Angew Chem Int Ed. 2002, 41: 1098-1113. 10.1002/1521-3773(20020402)41:7<1098::AID-ANIE1098>3.0.CO;2-9.View Article
- Peterson FC, Baden EM, Owen BA, Volkman BF, Ramirez-Alvarado M: A single mutation promotes amyloidogenicity through a highly promiscuous dimer interface. Structure. 2010, 18: 563-570. 10.1016/j.str.2010.02.012.PubMedPubMed CentralView Article
- McClellan AJ, Xia Y, Deutschbauer AM, Davis RW, Gerstein M, Frydman J: Diverse cellular functions of the Hsp90 molecular chaperoneuncovered using systems approaches. Cell. 2007, 131: 121-135. 10.1016/j.cell.2007.07.036.PubMedView Article
- Wagner A: Robustness and evolvability in living systems. 2005, Princeton: Princeton University Press
- Queitsch C, Sangster TA, Lindquist S: Hsp90 as a capacitor of phenotypic variation. Nature. 2002, 417: 618-624. 10.1038/nature749.PubMedView Article
- Jarosz DF, Lindquist S: Hsp90 and environmental stress transform the adaptive value of natural genetic variation. Science. 2010, 330 (6012): 1820-1824. 10.1126/science.1195487.PubMedPubMed CentralView Article
- Hermisson J, Wagner GP: The Population Genetic Theory of Hidden Variation and Genetic Robustness. Genetics. 2004, 168: 2271-2284. 10.1534/genetics.104.029173.PubMedPubMed CentralView Article
- Masel J, Siegal ML: Robustness: mechanisms and consequences. Trends Genet. 2009, 25 (9): 395-403. 10.1016/j.tig.2009.07.005.PubMedPubMed CentralView Article
- Milton CC, Huynh B, Batterham P, Rutherford SL, AA H: Quantitative trait symmetry independent of Hsp90 buffering: Distinct modes of genetic canalization and developmental stability. Proc Natl Acad Sci USA. 2003, 100 (23): 13396-13401. 10.1073/pnas.1835613100.PubMedPubMed CentralView Article
- Freilich S, Anat K, Borenstein E, Gophna U, Sharan R, Ruppin E: Decoupling environment-dependent and independent genetic robustness across bacterial species. PLoS Comp Biol. 2010, 6: e1000690-10.1371/journal.pcbi.1000690.View Article
- McGuigan K, Sgrò CM: Evolutionary consequences of cryptic genetic variation. Trends Ecol Evol. 2009, 24 (6): 305-311. 10.1016/j.tree.2009.02.001.PubMedView Article
- Gibson G, Dworkin I: Uncovering cryptic genetic variation. Nat Rev Genet. 2004, 5: 681-690.PubMedView Article
- Sangster TA, Salathia N, Undurraga S, Milo R, Schellenberg K, Lindquist S, Queitsch C: HSP90 affects the expression of genetic variation and developmental stability in quantitative traits. Proc Natl Acad Sci USA. 2008, 105 (8): 2963-2968. 10.1073/pnas.0712200105.PubMedPubMed CentralView Article
- Rutherford SL, Lindquist S: Hsp90 as a capacitor for morphological evolution. Nature. 1998, 396: 336-342. 10.1038/24550.PubMedView Article
- Maisnier-Patin S, Roth JR, Fredriksson A, Nyström T, Berg OG, Andersson DI: Genomic buffering mitigates the effects of deleterious mutations in bacteria. Nat Genet. 2005, 37: 1376-1379. 10.1038/ng1676.PubMedView Article
- Waddington CH: Genetic assimialtion of an acquired character. Evolution. 1953, 7 (2): 118-126. 10.2307/2405747.View Article
- Wagner GP: Evolutionary genetics: the nature of hidden genetic variation unveiled. Curr Biol. 2003, 13 (24): R958-R960. 10.1016/j.cub.2003.11.042.PubMedView Article
- Fares MA, Ruiz-González MX, Moya A, Elena SF, Barrio E: GroEL buffers against deleterious mutations. Nature. 2002, 417: 398-10.1038/417398a.PubMedView Article
- Hayden EJ, Ferrada E, Wagner A: Cryptic genetic variation promotes rapid evolutionary adaptation in an RNA enzyme. Nature. 2011, 474: 92-97. 10.1038/nature10083.PubMedView Article
- Sangster TA, Salathia N, Lee HN, Watanabe E, Schellenberg K, Morneau K, Wang H, Undurraga S, Queitsch C, Lindquist S: HSP90-buffered genetic variation is common in Arabidopsis thaliana. Proc Natl Acad Sci USA. 2008, 105 (8): 2969-2974. 10.1073/pnas.0712210105.PubMedPubMed CentralView Article
- Bergman A, Siegal M: Evolutionary capacitance as a general feature of complex gene networks. Nature. 2003
- Rutherford S, Hirate Y, Swalla BJ: The Hsp90 capacitor, developmental remodeling, and evolution: Therobustness of gene networks and the curious evolvability of metamorphosis. Critic Rev Biochem Mol Biol. 2007, 42 (5): 355-372. 10.1080/10409230701597782.View Article
- Pearl LH, Prodromou C: Structure and mechanism of the Hsp90 molecular chaperone machinery. Ann Rev Biochem. 2006, 75 (1): 271-294. 10.1146/annurev.biochem.75.103004.142738.PubMedView Article
- Yeyati PL, Bancewicz RM, Maule J, van Heyningen V: Hsp90 selectively modulates phenotype in vertebrate development. PLoS Genet. 2007, 3 (3): e43-10.1371/journal.pgen.0030043.PubMedPubMed CentralView Article
- Sgrò CM, Wegener B, Hoffmann AA: A naturally occurring variant of Hsp90 that is associated with decanalization. Proc R Soc B: Biol Sci. 2010, 277: 2049-2057. 10.1098/rspb.2010.0008.View Article
- Wagner GP, Chiu C-H, Hansen TF: Is Hsp90 a regulator of evolvability?. J Exp Zool (Mol Dev Evol). 1999, 285: 116-118. 10.1002/(SICI)1097-010X(19990815)285:2<116::AID-JEZ3>3.0.CO;2-P.View Article
- Meiklejohn CD, Hartl DL: A single mode of canalization. Trends Ecol Evol. 2002, 17 (10): 468-473. 10.1016/S0169-5347(02)02596-X.View Article
- Gibson G, Wagner G: Canalization in evolutionary genetics: a stabilizing theory?. Bioessays. 2000, 22: 372-380. 10.1002/(SICI)1521-1878(200004)22:4<372::AID-BIES7>3.0.CO;2-J.PubMedView Article
- van der Straten A, Rommel C, Dickson B, Hafen E: The heat shock protein 83 (Hsp83) is required for Raf-mediated signalling in Drosophila. The EMBO J. 1997, 16: 1961-1969. 10.1093/emboj/16.8.1961.PubMedView Article
- Cutforth T, Rubin GM: Mutations in hsp83 and c&37 impair signaling by the sevenless receptor tyrosine kinase in Drosophila. Cell. 1994, 77: 1027-1036. 10.1016/0092-8674(94)90442-1.PubMedView Article
- Milton CC, Batterham P, McKenzie JA, Hoffmann AA: Effect of E(sev) and Su(Raf) Hsp83 mutants and trans-heterozygotes on bristle Ttrait means and variation in Drosophila melanogaster. Genetics. 2005, 171 (1): 119-130. 10.1534/genetics.104.038463.PubMedPubMed CentralView Article
- Walser J-C, Chen B, Feder ME: Heat-shock promoters: targets for evolution by P transposable elements in Drosophila. PLoS Genet. 2006, 2 (10): e165-10.1371/journal.pgen.0020165.PubMedPubMed CentralView Article
- Chen B, Walser JC, Rodgers TH, Sobota RS, Burke MK, Rose MR, Feder ME: Abundant, diverse, and consequential P elements segregate in promoters of small heat-shock genes in Drosophila populations. J Evol Biol. 2007, 20 (5): 2056-2066. 10.1111/j.1420-9101.2007.01348.x.PubMedView Article
- Lerman DN, Feder ME: Naturally Occurring Transposable Elements Disrupt hsp70 Promoter Function in Drosophila melanogaster. 2005, 22: 776-783.
- Chen B, Shilova V, Zatsepina O, Evgenev M, ME F: Location of P element insertions in the proximal promoter region of hsp70A is consequential for gene expression and correlated with fecundity in Drosophila melanogaster. Cell Stress & Chaperones. 2007, 13: 11-17.View Article
- Sabo P, Humbert R, Hawrylycz M, Wallace J, Dorschner M: Genome-wide identification of DNasel hypersensitive sites using active chromatin sequence libraries. Proc Natl Acad Sci USA. 2004, 101: 4537-4542. 10.1073/pnas.0400678101.PubMedPubMed CentralView Article
- Farkas G, Leibovitch B, Elgin S: Chromatin organization and transcriptional control of gene expression in Drosophila. Gene. 2000, 253: 117-136. 10.1016/S0378-1119(00)00240-7.PubMedView Article
- Xiao H, Lis JT: Heat shock and developmental regulation of the Drosophila melanogaster hsp83 gene. Mol Cell Biol. 1989, 9 (4): 1746-1753.PubMedPubMed CentralView Article
- Michaud S, Marin R, Tanguay RM: Regulation of heat shock gene induction and expression during Drosophila development. Cell Mol Life Sci. 1997, 53 (1): 104-113. 10.1007/PL00000572.PubMedView Article
- Rose MR, Mueller LD, Burke MK: Anecdotal, historical and critical commentaries on genetics: new experiments for an undivided genetics. Genetics. 2011, 188: 1-10. 10.1534/genetics.111.128900.PubMedPubMed CentralView Article
- Pemberton JM: Wild pedigrees: the way forward. Proc R Soc B: Biol Sci. 2008, 275 (1635): 613-621. 10.1098/rspb.2007.1531.View Article
- Macdonald SJ, Long AD: A potential regulatory polymorphism upstream of hairy is not associated with bristle number variation in wild-caught Drosophila. Genetics. 2004, 167 (4): 2127-2131. 10.1534/genetics.104.026732.PubMedPubMed CentralView Article
- Khazaeli AA, Van Voorhies W, Curtsinger JW: The relationship between life span and adult body size is highly strain-specific in Drosophila melanogaster. Exp Geront. 2005, 40 (5): 377-385. 10.1016/j.exger.2005.02.004.View Article
- Kristensen TN, Loeschcke V, Hoffmann AA: Can artificially selected phenotypes influence a component of field fitness? Thermal selection and fly performance under thermal extremes. Proc R Soc B: Biol Sci. 2007, 274 (1611): 771-778. 10.1098/rspb.2006.0247.View Article
- Ometto L, Stephan W, Lorenzo DD: Insertion/deletion and nucleotide polymorphism data reveal constraints in Drosophila melanogaster introns and intergenic regions. Genetics. 2004, 169 (3): 1521-1527. 10.1534/genetics.104.037689.View Article
- Xiao H, Lis J: Germline transformation used to define key features of heat-shock response elements. Science. 1988, 239: 1139-1142. 10.1126/science.3125608.PubMedView Article
- Sullivan W, Ashburner M, Hawley RS: Drosophila: A laboratory manual. Drosophila cell culture and transformation. Edited by: Cherbas L, Cherbas P. 2000, New York: Cold Spring Harbor Laboratory Press, 20: 2
- Sgrò CM, Milton CC, Jensen LT, Frydenberg J, Loeschcke V, Batterham P, Hoffmann AA: Nucleotide diversity in the Hsp90 gene in natural populations of Drosophila melanogaster from Australia. Insect Mol Biol. 2008, 17 (6): 685-697. 10.1111/j.1365-2583.2008.00843.x.PubMedView Article
- Wesley CS, WF E: Isolation and analysis of the breakpoint sequences of chromosome inversion In(3L)Payne in Drosophila melanogaster. Proc Nati Acad Sci USA. 1994, 91: 3132-3136. 10.1073/pnas.91.8.3132.View Article
- Charlesworth D, Willis JH: The genetics of inbreeding depression. Nat Rev Genet. 2009, 10: 783-796. 10.1038/nrg2664.PubMedView Article
- Sangster TA, Lindquist S, Queitsch C: Under cover: causes, effects and implications of Hsp90-mediated genetic capacitance. Bioessay. 2004, 26: 348-362. 10.1002/bies.20020.View Article
- Michalak P, Minkov I, Helin A, Lerman D, Bettencourt B, Feder M, Korol A, Nevo E: Genetic evidence for adaptation-driven incipient speciation of Drosophilamelanogaster along a microclimatic contrast in "Evolution Canyon," Israel. Proc Nati Acad Sci USA. 2001, 98 (23): 13195-13200. 10.1073/pnas.231478298.View Article
- Pisa V, Cozzolino M, Gargiulo S, Ottone C, Piccioni F, Monti M, Gigliotti S, Talamo F, Graziani F, Pucci P, et al: The molecular chaperone Hsp83 is a component of the cap-binding complex and interacts with the translational repressor Cup during Drosophila oogenesis. Gene. 2009, 432 (1-2): 67-74. 10.1016/j.gene.2008.11.025.PubMedView Article
- Yue L, Karr TL, Nathan DF, Swift H: Genetic analysis of viable Hsp83 alleles reveals a critical role in Drosophila spermatogenesis. Genetics. 1999, 151: 1065-1079.PubMedPubMed Central
- Ding D, Parkhurst SM, Halsell SR, Lipshitz HD: Dynamic Hsp83 RNA localization during Drosophila oogenesis and embryogenesis. Mol Cell Biol. 1993, 13 (6): 3773-3781.PubMedPubMed CentralView Article
- Song Y, Fee L, Lee TH, Wharton RP: The molecular chaperone Hsp90 Is required for mRNA localization in Drosophila melanogaster embryos. Genetics. 2007, 176 (4): 2213-2222. 10.1534/genetics.107.071472.PubMedPubMed CentralView Article
- Haag-Liautard C, Dorris M, Maside X, Macaskill S, Halligan DL, Charlesworth B, Keightley PD: Direct estimation of per nucleotide and genomic deleterious mutation rates in Drosophila. Nature. 2007, 445 (7123): 82-85. 10.1038/nature05388.PubMedView Article
- Rohmer C, David J, Moreteau B, Joly D: Heat induced male sterility in Drosophila melanogaster: Adaptive genetic variations among geographic populations and role of the Y chromosome. J Exp Biol. 2004, 207: 2735-2743. 10.1242/jeb.01087.PubMedView Article
- Ayrinhac A, Debat V, Gibert P, Kister AG, Legout H, al e: Cold adaptation in geographical populations of Drosophila melanogaster: Phenotypic plasticity is more important than genetic variability. Funct Ecol. 2004, 18: 700-706. 10.1111/j.0269-8463.2004.00904.x.View Article
- Anderson AR, Hoffmann AA, McKechnie SW, Umina PA, Weeks AR: The latitudinal cline in the In(3R)Payne inversion polymorphism has shifted in the last 20 years in Australian Drosophila melanogaster populations. Mol Ecol. 2005, 14 (3): 851-858. 10.1111/j.1365-294X.2005.02445.x.PubMedView Article
- Castrillon DH, Gonczy P, Alexander S, Rawson R, Eberhart CG, Viswanathan S, DiNardo S, Wasserman SA: Toward a molecular genetic analysis of spermatogenesis in Drosophila melanogaster: characterization of male-sterile mutants generated by single P element mutagenesis. Genetics. 1993, 135 (2): 489-505.PubMedPubMed Central
- Takemori N, Yamamoto M-T: Proteome mapping of the Drosophila melanogaster male reproductive system. Proteomics. 2009, 9: 2484-2493. 10.1002/pmic.200800795.PubMedView Article
- Levene H: Contributions to probability and statistics. 1960, Palo Alto: Stanford University Press
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