Inducing extra copies of the Hsp70 gene in Drosophila melanogaster increases energetic demand
© Hoekstra and Montooth; licensee BioMed Central Ltd. 2013
Received: 2 November 2012
Accepted: 26 February 2013
Published: 19 March 2013
Mutations that increase gene expression are predicted to increase energy allocation to transcription, translation and protein function. Despite an appreciation that energetic tradeoffs may constrain adaptation, the energetic costs of increased gene expression are challenging to quantify and thus easily ignored when modeling the evolution of gene expression, particularly for multicellular organisms. Here we use the well-characterized, inducible heat-shock response to test whether expressing additional copies of the Hsp70 gene increases energetic demand in Drosophila melanogaster.
We measured metabolic rates of larvae with different copy numbers of the Hsp70 gene to quantify energy expenditure before, during, and after exposure to 36°C, a temperature known to induce robust expression of Hsp70. We observed a rise in metabolic rate within the first 30 minutes of 36°C exposure above and beyond the increase in routine metabolic rate at 36°C. The magnitude of this increase in metabolic rate was positively correlated with Hsp70 gene copy number and reflected an increase as great as 35% of the 22°C metabolic rate. Gene copy number also affected Hsp70 mRNA levels as early as 15 minutes after larvae were placed at 36°C, demonstrating that gene copy number affects transcript abundance on the same timescale as the metabolic effects that we observed. Inducing Hsp70 also had lasting physiological costs, as larvae had significantly depressed metabolic rate when returned to 22°C after induction.
Our results demonstrate both immediate and persistent energetic consequences of gene copy number in a multicellular organism. We discuss these consequences in the context of existing literature on the pleiotropic effects of variation in Hsp70 copy number, and argue that the increased energetic demand of expressing extra copies of Hsp70 may contribute to known tradeoffs in physiological performance of extra-copy larvae. Physiological costs of mutations that greatly increase gene expression, such as these, may constrain their utility for adaptive evolution.
KeywordsCopy number variation Gene expression Gene duplication Hsp70 Heat-shock response Adaptation Drosophila
Cellular respiration produces adenosine triphosphate (ATP), the energy currency of the cell. The generation and maintenance of traits that contribute to organismal fitness often requires energy consumption, and the metabolic rate of an individual changes dynamically to meet these requirements [1, 2]. Fluctuating biotic, abiotic and cellular environments challenge metabolic homeostasis; and yet, in the face of this, many organisms have evolved physiological responses that require energy investment to routinely resist environmental stress .
One of the best-characterized physiological responses, the cellular stress response, involves the massive up-regulation of molecular chaperones (e.g. [4, 5]). This response is induced at sub-lethal stress exposures and confers enhanced survival when organisms encounter potentially lethal exposures later in life (i.e. inducible tolerance). In Drosophila melanogaster, more genomic copies of the inducible molecular chaperone Hsp70 increases inducible thermotolerance , and variation in Hsp70 expression explains evolved differences in inducible thermotolerance among both laboratory and natural isolates [6, 7]. Gene duplication of the Hsp70 locus is responsible for divergent evolution of this response among Drosophila species, and the subsequent conservation and retention of extra genomic copies of Hsp70 within Drosophila melanogaster is taken as evidence for adaptive evolution of increased stress tolerance via increased Hsp70 inducible expression [8–10].
Mutations that increase gene expression, such as the duplication of an Hsp70 gene, should increase energy demand, due to the ATP-dependent processes of gene expression, protein production, and protein function (e.g. ). In fact, the energetic costs accompanying increases in gene expression may significantly limit the retention of duplicates in the genomes of unicellular organisms [12–14] and constrain horizontal gene transfer . Whether gene expression places significant demands on the energy budgets of multicellular organisms is less explored [12, 16], but the widespread observation of weak selection on codon and amino acid usage suggests that even small differences in the efficiency of molecular processes can influence fitness and therefore have consequences for molecular evolution [17, 18]. In order for mutations that increase gene expression to contribute to adaptive evolution, the fitness advantages of increased gene expression must outweigh any decrease in fitness associated with the energetic costs of increased gene expression.
The inducible stress response in D. melanogaster cells represents a remarkable reallocation of molecular machinery and cellular resources away from global transcription and translation of the genome and towards rapid induction of the multi-copy Hsp70 locus, resulting in high levels of this ATP-dependent molecular chaperone [19–23]. The full organismal benefits of this inducible tolerance, however, are delayed 1-8 hours after transcript and protein begin to accumulate, depending on lifestage. These observations suggest that there may be transient, but significant, energetic costs of inducing this locus, and we predicted that these costs would increase as a function of increased Hsp70 gene copy number. Here we use dynamic and sensitive measures of larval metabolic rate during the heat shock response to demonstrate that increased gene copy number increases the energetic cost of this inducible response in D. melanogaster. We hypothesize that this increase in energy expenditure represents replenishing of the ATP pool in response to the cost of rapid, increased gene expression and protein accumulation (sensu [24–28]). We discuss these results in the context of known pleiotropic effects of the Hsp70 locus, and we argue that the energetic costs associated with increased gene expression may sets upper bounds on the persistence of genetic material available for adaptive evolution.
Drosophila genotypes and maintenance
Larvae from the genotypes Hsp70 A-Ba- , Hsp70 CisIII , and Hsp70 TraIII , containing 3, 6 and 12 copies of Hsp70, respectively , were reared at controlled densities on standard cornmeal-agar food at 22°C (12 h:12 h L:D). All three genotypes were engineered from the same 6-copy Hsp70 genetic background (w1118). Reduction in gene copy number (Hsp70 A-Ba- ) was achieved through homologous recombination that removed 3 copies of Hsp70. We verified the presence of this deletion using a PCR assay according to . The extra copy genotype (Hsp70 TraIII ) results from a transgene insertion of 6 additional copies on the third chromosome, and the 6-copy line (Hsp70 CisIII ) is the precise control for this insertion, differing only in the absence of the extra copies . The presence of this insertion was confirmed by eye color, as the transgene insertion contains a wildtype allele of white that restores red eye color in the white-eyed w1118 genetic background. The insertion and deletion events are not known to disrupt other loci and the remainder of the genome is shared among lines; thus, differences among genotypes can be attributed solely to the effects of differences in copy number. For Hsp70 A-Ba- , Hsp70 CisIII , and Hsp70 TraIII , variation in the expression of other heat-shock protein genes is small or negligible in response to the induction protocols we used .
Larval metabolic rate
We sought to quantify whether larval metabolic rate, as a measure of energetic expenditure, changed dynamically upon induction of the Hsp70 locus and whether this response differed among Hsp70 gene copy number genotypes. The volume of CO2 () produced by D. melanogaster larvae is a good measure of aerobic metabolic rate, and flow-through respirometry allows dynamic, high-resolution quantification of metabolic CO2 production . We used this technique to quantify metabolic rate of D. melanogaster larvae with different Hsp70 gene copy numbers before, during, and after induction of the heat-shock response at 36°C. 60 min at 36°C is a sub-lethal exposure that has been documented to rapidly induce Hsp70 expression and Hsp70 protein accumulation [6, 21, 29]. Replicate pools of five, pre-wandering, third-instar larvae of the same genotype were placed on a tared, 0.5 mL food pellet, massed to the nearest μg, and then placed into a glass flow-through respirometry chamber (RC-M, Sable Systems International, Inc., Las Vegas, NV). Each respirometry experiment resulted in a respirometry tracing of metabolic rate from a pool of larvae that experienced the following series of treatments: 15 min at 22°C, 60 min at 36°C, and 100 min at 22°C. Survival of these larvae to adult eclosion was high and did not differ among genotypes (Additional file 1: Figure S1).
Effects of Hsp70 copy number genotype on metabolic rate
Hsp70 copy number genotype
Measure of metabolic rate
Mass-corrected 22°C RMR1
25.03 ± 0.6 (a)2
26.37 ± 0.5 (a)
26.47 ± 0.8 (a)
Mass-corrected 36°C RMR
39.94 ± 0.6 (a)
41.65 ± 0.9 (a)
39.57 ± 1.1 (a)
Mass-corrected 36°C maxMR
45.10 ± 0.7 (a)
48.35 ± 1.1 (b)
49.16 ± 1.2 (b)
Q 10 3
1.41 ± 0.024 (a)
1.38 ± 0.024 (a)
1.34 ± 0.029 (a)
Rise in 36°C MR
5.15 ± 0.3 (a)
6.69 ± 0.7 (a)
9.20 ± 0.7 (b)
Rise as a % of 22°C RMR
20.7 ± 1.2 (a)
25.4 ± 2.7 (a)
34.7 ± 2.5 (b)
Rise as a % of 36°C RMR
13.0 ± 0.8 (a)
16.4 ± 2.0 (a)
23.5 ± 2.0 (b)
% Recovery of 22°C RMR, 0-20 min4
92.6 ± 2.1 (a)
88.9 ± 2.4 (a)
86.7 ± 2.5 (a)
% Recovery of 22°C RMR, 95-115 min4
95.6 ± 2.1 (a)
93.5 ± 2.5 (a)
89.9 ± 2.5 (a)
Temperature increases metabolic rate due to increased thermodynamics, and we quantified this increase in RMR as . In the majority of respiratory experiments, we observed a transient increase in metabolic rate above and beyond the Q10 that always occurred in the first half of the 36°C exposure. We summarized this rise in metabolic rate as the difference between the maximum value (maxMR) and the 36°C RMR. The maxMR was calculated from data smoothed with a running mean function to ensure that the maximum reflects a true and sustained peak rather than any high-frequency noise or random fluctuation in the data. All qualitative effects of genotype were robust to the choice of averaging window. We also calculated the percent recovery of the 22°C RMR when larvae returned to 22°C after 36°C exposure. We calculated this value as either the mean MR in the first 20 minutes or in the last 20 minutes of the recovery phase of the experiment divided by the initial 22°C RMR for each pool of larvae. These summary statistics of metabolic rate (Q10, rise, and recovery) compare metabolic rates of the same pool of larvae at two points in the respirometry experiment. We calculate these relative metabolic rate measures using non-mass corrected data, given that we would use the same mass data to correct both measures of metabolic rate. We then confirmed that these relative metabolic rate measures were independent of mass by testing for a relationship between the measure and mass (P>0.25 for all measures). Genotype effects for all metabolic rate measures were tested using ANOVA and Tukey’s post-hoc contrasts in the statistical package R, version 2.11.0 .
Larval activity at 36°C
The necessity of providing a food source, and the small size of D. melanogaster larvae, prevented the quantification of larval activity during respirometry. However, we wanted to determine whether genotype differences in the magnitude of the rise in metabolic rate during 36°C were caused by genotype differences in activity. Therefore, we independently assessed the effect of 36°C exposure on larval activity using blind, randomized observational trials. Five larvae from a randomly chosen genotype were placed onto a thin, 0.5mL food pellet inside the well of a glass depression slide. This glass slide was placed on top of a thermal plate at either 22°C or 36°C. A 4 mm × 4 mm grid printed onto transparency film was loosely placed over the top of the slide for scoring larval position and movement. In 60-second bouts, a focal larva was identified and activity was scored as the number of grid-squares passed through within the 60-second viewing period. Genotype effects were tested using ANOVA.
Larval gene expression during 36°C exposure
Measures of Hsp70 induction in larvae of these copy number genotypes after a 60 min exposure to 36°C have been reported previously . However, given that we observed an effect of Hsp70 copy number on metabolic rate in the first 0-30 min after exposure to 36°C, we tested for gene copy number effects on Hsp70 induction prior to 60 min of 36°C exposure. To do this, we used SYBR-green fluorescence based quantitative real-time PCR (qRT-PCR) assays to quantify Hsp70 mRNA abundance in larvae exposed to 36°C for 0, 15, 30 and 60 minutes, relative to the commonly used reference gene Actin5C (Act5C) [34, 35]. Actin message is known to be stable in cells during 36°C exposure . qRT-PCR assays were run on a Stratagene Mx3005P (Agilent Technologies).
Detailed methods for the quantification of Hsp70 gene expression in larvae of these genotypes have been described previously . Briefly, replicate groups of 20 third-instar larvae from each genotype were placed into 1.5 mL microcentrifuge tubes with 0.5mL of food. The larvae were then heated in a heat block for 0, 15, 30, or 60 min at 36°C. This method of heating closely matched the shift to 36°C that larvae experienced in the respirometry chambers. After the given treatment time, the 20 larvae were placed into a new tube, frozen in liquid nitrogen and stored at -80°C. We extracted RNA using a Trizol-based method and synthesized cDNA using oligo-dT primers following protocols in . Four independent replicate cDNA samples per genotype and treatment were used for qRT-PCR, and at least four technical replicate measures were used to estimate mean Hsp70 and Act5C abundance (Ct) per sample using standard SYBR-green qRT-PCR protocols. The raw measure of mRNA abundance is the Ct, which is the PCR cycle at which the fluorescence detected from gene amplification exceeds a set threshold. A more abundant sample will have a lower Ct, while a less abundant sample will have a higher Ct. Hsp70 primers were designed to detect expression from all Hsp70 gene copies. Standard curves using 2- to 32-fold dilution series of cDNA from either 3-copy larvae exposed to 0 min at 36°C (our least abundant samples) or 12-copy larvae exposed to 60 min at 36°C (our most abundant samples) were used to optimize the assay, and the slopes from these curves were used to determine the efficiencies of the assays (E = 10− 1/slope). Standard curves were linear across this range of Ct values, confirming the ability of our assay to detect changes across our most and least abundant samples. A qRT-PCR assay with perfect efficiency (E=2) will detect a 2-fold difference in mRNA abundance as a difference of one Ct (i.e. Ct measures gene expression on a log2 scale), and our assays had high efficiencies of 1.87 and 1.95 for Hsp70 and Act5C, respectively.
Data were pre-processed in MxPro v4.10 Build389 Schema85 to obtain the Ct measures from the qRT-PCR amplification curves. Statistical analyses of genotype effects within time points and calculations of relative fold changes across time points were performed using R, version 2.11.0 . We used an analysis of covariance (ANCOVA) to test for differences in Hsp70 Ct values among genotypes within time points, controlling for the reference gene by including Act5C Ct as a covariate for each sample in the analysis. This analysis avoids dividing by the reference gene Ct and does not assume that the reference and target gene assays have the same efficiencies. There was no effect of treatment, genotype or their interaction on Act5C expression (P>0.09 for all factors), and the slope of the relationship between Hsp70 and Act5C was similar across time points, with no evidence for genotype-specific slopes (P>0.12 at each time point). This suggests that Act5C is a good reference gene in this experiment, controlling for sample-to-sample variation in total mRNA extracted. Another standard approach is to analyze the ΔCt = Ct(target) − Ct(reference) for each sample. This analysis assumes equal efficiencies of target and reference gene assays. ANOVA of genotype effects on Hsp70 ΔCt values within each time point yielded the same qualitative results as the ANCOVA approach (Additional file 3: Table S2).
ANCOVA of gene copy number effects on relative Hsp70 mRNA abundance
Duration of exposure to 36°C
b = 0.67 ± 0.13 ***
b = 0.98 ± 0.07 ***
b = 0.85 ± 0.07 ***
b = 0.64 ± 0.10 ***
F = 1.34
F = 22.2 ***
F = 35.4 ***
F = 31.9 ***
6 copy – 3 copy
12 copy – 3 copy
12 copy – 6 copy
Hsp70 gene copy number affects metabolic rate during 36°C exposure
To quantify the effects of Hsp70 induction on whole-organism energetics, we used flow-through respirometry to continuously measure larval metabolic rate via CO2 production before, during, and after a 60 min exposure to the non-lethal temperature of 36°C (Figure 1). This exposure induces a robust Hsp70 response, during which larvae of these genotypes accumulate significant amounts of both Hsp70 mRNA  and Hsp70 protein . For the larvae we measured, the percent survival-to-adult eclosion after respirometry experiments exceeded 90% for all three copy number genotypes (Additional file 1: Figure S1). In insects like Drosophila that primarily metabolize carbohydrates via aerobic respiration to generate ATP, the production of CO2 is a good measure of energy expenditure . Mass-corrected RMRs did not differ among genotypes at either 22°C (F=1.72, P=0.19) or 36°C (F=1.15, P=0.32), nor did the response of RMR to temperature (the Q10) differ among genotypes (F=1.54, P=0.22) (Table 1). This latter observation indicates that Hsp70 copy number genotype does not perturb the overall thermodynamic effect of reaction rates on metabolic rate. The Q10 effect is readily apparent in the respirometry tracings as a large increase in when larvae were moved from 22°C to 36°C (Figure 1B-D).
The magnitude of this metabolic rise is large relative to the RMR, reflecting an increase in MR that is 13-24% of the 36°C RMR and 21-35% of the 22°C RMR, depending on copy number genotype (Table 1). We observed that this rise in MR above and beyond the RMR can persist for a duration of 15 minutes, and that the magnitude of the rise increases 1.3-fold with a doubling of copy number from 3 to 6, and 1.4-fold with a doubling of copy number from 6 to 12. Finally, this rise in metabolic rate was not simply a consequence of increased activity during induction, as activity at 36°C was not significantly different among genotypes (F=1.49, P=0.22).
Extra Hsp70 genes increase induction of Hsp70 as early as 15 minutes upon 36°C exposure
Relative fold increase in Hsp70 mRNA after 36°C exposure varies among copy number genotypes
Duration at 36°C
Decreased recovery of metabolic rate after 36°C exposure
Cells metabolize energy stores to maintain ATP pools through increased respiration. We hypothesized that the rise in metabolic rate that we observed during the initial phase of the larval heat shock response at 36°C might reflect an increased use of energy stores and that this extra energy expenditure might have lasting effects on metabolic rate. We calculated the mean larval metabolic rate for 20-minute intervals after larvae returned to 22°C from 36°C. Table 1 and Figure 2B present these post-36°C metabolic rates as a percentage of the initial 22°C metabolic rate. Regardless of the duration of recovery, larvae of all genotypes had significantly lower 22°C metabolic rates post-36°C exposure when compared to their initial 22°C RMR (paired t-test for initial vs. 0-20 min recovery, P=0.001, <0.0001, <0.0001 for 3-, 6- and 12-copy genotypes, respectively; for initial vs. 95-115 min recovery, P=0.027, 0.008, 0.0006) (Figure 2B). The metabolic rates of all genotypes increased marginally during recovery time but were still significantly lower than their initial 22°C RMR at the end of the respirometry experiment (Table 1). The magnitude of this depression in metabolic rate becomes larger and more significant with increasing copy number (Figure 2B). The rank order of genotypes is the same across the entire duration of recovery (Table 1), although we did not have the power to detect significant differences between genotypes. The failure to recover metabolic rate could result from a genotype-specific decrease either in metabolic rate or in mass after 36°C exposure. We did not measure larval mass at the end of the respirometry experiments, because we wanted to allow larvae to develop and go through metamorphosis to ensure that the larvae we measured survived the protocol. However, larvae had access to food for the duration of the three-hour respirometry experiment and this is a time in development when larvae are typically gaining mass .
Our data reveal a rapid and transient increase in metabolic rate above the routine metabolic rate when D. melanogaster larvae are placed at 36°C, a temperature that induces a robust heat-shock response, and the magnitude of this increase is positively correlated with the number of Hsp70 gene copies. Our results indicate that increased copy number affects Hsp70 transcript abundance as early as 15 minutes after exposure to 36°C. Increased Hsp70 copy number has been documented to increase Hsp70 transcript and protein abundance across different life stages in D. melanogaster[6, 29, 31], with 12-copy larvae expressing significantly higher levels of protein as early as 30 minutes after a one hour exposure to 36°C . The dosage effect of Hsp70 gene copy number on the rapid accumulation of both transcript and protein suggests that the genotypic effects that we detected on metabolic rate are associated with the energetic costs of inducible expression of this locus.
Increased expression of a protein-coding locus via transcription and translation requires multiple energy-dependent steps. Induction of gene expression requires the ATP-dependent processes of chromatin remodeling and the release of paused polymerase . Nucleosome remodeling may be a particularly expensive component of gene expression, as the sensitivity of global transcription rates to ATP levels is alleviated when chromatin is experimentally de-condensed in cells . In addition, there are energetic costs of nucleotide polymerization by PolII during transcription . Translation requires additional energy input, and protein synthesis rates can depend on ATP concentration [11, 40]. Finally, proteins often have their own energetic costs, such as the ATP-dependent function of the Hsp70 chaperone .
In wild type D. melanogaster, Hsp70 exists in five to six copies, spanning two large genomic regions that are rapidly depleted of nucleosomes by an ATP-dependent nucleosome-remodeling complex within 120 seconds of external stimulus and are maintained in this state for at least 20 min of 36°C exposure . Additional higher-order structural changes at these loci lead to maximal polytene-chromosome puff formation, indicative of decondensed chromatin, after 20-30 minutes of 37°C exposure in larvae [21, 42]. During this time, the remainder of the genome acquires the mark of transcriptional quiescence , and translation of messages other than those of the heat shock proteins is dramatically reduced [19, 20]. This presumably allows the diversion of resources towards the rapid and massive induction of Hsp70[19, 20]. The differential rise in metabolic rate that we observe among copy number genotypes occurs soon after exposure to 36°C, during a period of differential Hsp70 induction in the first 30 minutes of 36°C exposure. While all genotypes exhibit a rise in metabolic rate, 12-copy larvae increase their metabolic rate to a greater extent than either the 6- or 3-copy genotypes even though Hsp70 mRNA levels of 6-copy larvae exceed that of 12-copy larvae at the earliest timepoint that we measured, with 12-copy larvae reaching the highest maximum level of induction after 30 minutes. The earlier and greater rise in metabolic rate in 12-copy larvae, that must remodel a larger part of the genome containing the extra gene copies, suggests that changing the chromatin structure of the Hsp70 loci may contribute to the energetic demand of this inducible response, in addition to the costs of accumulating greater amounts of Hsp70 transcript. Hsp70 protein does not generally accumulate to detectable levels until after 30-45 min of 36°C exposure [4, 6, 20], and 12-copy larvae do not accumulate significantly more Hsp70 protein until 30 min after a 1-hour exposure to 36°C . However, the dramatic shift in translation away from preexisting messages and towards heat shock synthesis does occur in the first 20 minutes of 36°C exposure . Thus, energetic costs involved in chromatin remodeling and translational control, as well as the costs of making Hsp70 mRNA and protein, may all contribute to the metabolic response that we observed. Further experiments are warranted to understand the contribution of different molecular processes to the energetic cost shown to accompany the induction of this locus.
The rise in metabolic rate during induction can persist for up to 15 minutes and represents an increase in metabolic rate that is 21%, 25%, and 35% of the routine 22°C metabolic rate of 3, 6 and 12 copy genotypes, respectively. Rather than doubling energetic expenditure, inducing twice as many copies of Hsp70 amounts to an ~1.3-fold increase in the rise in metabolic rate to meet the energetic costs of inducing this locus. This is consistent with the “self-limiting” regulation of the heat shock response; the accumulation of functional Hsp70 protein inhibits further transcription and destabilizes Hsp70 mRNA , such that a doubling of gene copy number at this locus may not lead to a doubling of expression or associated energetic costs. To put the magnitude of this metabolic response in context, the rise in metabolic rate – 21-35% above the 22°C metabolic rate and 13-24% above the 36°C metabolic rate – is greater than the costs of terrestrial locomotion; walking increases metabolic rate 5-10% in adult flies . In contrast, the costs of limbless locomotion and flight are much higher and result in 7-10 fold increases in metabolic rate [44, 45]. In mammals, the energetic cost of total protein synthesis is estimated to constitute 18% of resting metabolic rate . If protein synthesis constitutes a similar percentage of metabolic rate in insects, then the additional energy expended by a 6-copy larva as it expresses Hsp70 could transiently equal or exceed its energy budget for protein synthesis.
In this context, the energy expenditure of inducing Hsp70 may be large enough to create a transient deficit in the organismal energy budget. In fact, it takes 4-8 hours for adult D. melanogaster to regain metabolite homeostasis after inducing the heat shock response, with levels of glycogen, glucose and fatty acids reduced for 0-2 hours following 60 minutes at 36°C ; coincident with the decreased recovery of metabolic rate that we observed in larvae. If energy stores become reduced during the heat shock response, organisms may experience a dampening of glycolysis and aerobic respiration until energy stores are recovered to enable replenishing of the ATP pool. We observed the greatest depression of metabolic rate following 36°C exposure in 12-copy larvae, and larvae inducing 12 copies of Hsp70 have been shown to have decreased locomotion post-induction . These observations suggest that there are immediate costs to inducing the heat-shock response, and that these costs are higher for D. melanogaster expressing additional copies of Hsp70. These immediate, but transient costs of the heat-shock response may explain why the full benefits of the response are delayed in time relative to the accumulation of heat shock proteins [6, 49]; 30 minutes after a 36°C exposure, 12-copy larvae have higher Hsp70 protein levels, but lower thermotolerance than do 6-copy larvae, and only achieve the benefit of an increased heat-shock response 60 minutes post-induction .
Tradeoffs between the costs and benefits of an increased heat-shock response in Drosophila have been extensively studied. Naturally occurring Hsp70 gene duplicates experience extensive gene conversion, indicating selective pressure to maintain duplicate function , and increases in Hsp70 gene copy number in D. melanogaster can confer increased thermotolerance [6, 29]. However, excessive expression of Hsp70 can reduce cell proliferation , delay larval developmental , depress larval locomotion after induction , and reduce adult fecundity . Many of these costs of increased Hsp70 expression have been attributed to chaperone-specific function . However, our results show that changes in Hsp70 gene copy number are also correlated with a dynamic alteration of metabolic rate, indicating that there are also energetic costs of inducing more copies. Thus, while extra genomic copies of Hsp70 can confer increased thermotolerance, they do so at the price of increased energy expenditure. At least two additional lines of evidence suggest that such tradeoffs may underlie different evolutionary solutions to tolerate thermal stress. First, D. melanogaster adults from sub-equatorial Africa have low Hsp70-inducibility despite high thermotolerance, suggesting that alternative and potentially less-costly mechanisms of thermotolerance may evolve when individuals are chronically exposed to high temperatures . Second, suppression of Hsp70-inducibility has occurred in both natural and laboratory populations of D. melanogaster via regulatory mutations that decrease inducible expression of Hsp70 and that may have been selectively favored to reduce the energetic costs of living in environments that chronically induce Hsp70 expression . In fact, inducing Hsp70 expression reduces thermotolerance in populations of D. melanogaster artificially selected for increased adult thermotolerance . Presumably, stabilizing selection optimizes copy number at the Hsp70 locus in D. melanogaster, balancing the advantage of additional copies that enable a more rapid or robust response to environmental stress with the disadvantage of physiological costs of expressing additional copies. In some environments, the costs of increased gene expression will outweigh the benefits, and in these environments, selection should favor the loss or silencing of duplicate gene copies.
Changes in gene expression, via gene duplication or regulatory change, represent a major class of adaptive mutations [55, 56] and gene duplications have been an important source of adaptive mutations in Drosophila. Yet, the overall role of selection in the evolution of gene duplicates remains debated , and purifying selection against mutations that affect gene copy number in D. melanogaster appears to be strong . The fate of mutations that increase copy number likely depends on complex, locus-specific relationships between copy number, gene expression, protein abundance and fitness. There is a tendency for copy number to vary positively with expression level [60, 61], and these types of mutations should require additional resource allocation to transcription, translation and downstream costs of protein function [12, 13]. Our data reveal that a doubling of gene copy number at an inducible locus can generate detectable increases in the energy expenditure of a multicellular organism. How these energetic costs generate lifetime fitness costs is unknown, but will likely depend on the dynamics of gene expression at the locus (e.g. inducible versus constitutive expression). However, when the energetic costs of increased gene expression add to antagonistic-pleiotropic consequences for fitness, such as those discussed for the Hsp70 locus, this will likely place constraints on the contribution of gene duplicates to adaptive phenotypic evolution.
We have shown an energetic cost at the level of whole-organism metabolic rate associated with an inducible response to the environment. The magnitude of this energetic cost correlates positively with differences in Hsp70 gene copy number and is on the order of other costs in the organismal energy budget, providing insight into the physiological and genetic mechanisms that potentially constrain the maintenance of gene duplicates and phenotypic evolution via increased gene expression. The evolution of inducible stress-responses is particularly impressive in the face of the energetic costs associated with increased gene expression.
Analysis of variance
Analysis of covariance
Polymerase chain reaction
Quantitative real-time polymerase chain reaction
Routine metabolic rate.
We wish to thank B. Bettencourt and D. Folk for helpful discussions and generous donation of materials, the scientists at Sable Systems Intl. for technical support, and M. Hahn, B. Lockwood, C. Meiklejohn, M. Feder, and three anonymous reviewers for comments that improved this manuscript. The work was supported by funding from Indiana University to KLM, an NSF-IGERT fellowship to LAH and an Indiana Academy of Science Senior Research Grant to KLM and LAH.
- Hochachka PW, Somero GN: Biochemical Adaptation: Mechanism and Process in Physiological Evolution. 2002, New York: Oxford University PressGoogle Scholar
- Clarke A: Temperature and the metabolic theory of ecology. Funct Ecol. 2006, 20 (2): 405-412. 10.1111/j.1365-2435.2006.01109.x.View ArticleGoogle Scholar
- Morimoto RI, Sarge KD, Abravaya K: Transcriptional regulation of heat-shock genes - a paradigm for inducible genomic responses. J Biol Chem. 1992, 267 (31): 21987-21990.PubMedGoogle Scholar
- Feder ME, Blair N, Figueras H: Natural thermal stress and heat-shock protein expression in Drosophila larvae and pupae. Funct Ecol. 1997, 11 (1): 90-100. 10.1046/j.1365-2435.1997.00060.x.View ArticleGoogle Scholar
- Feder ME, Hofmann GE: Heat-shock proteins, molecular chaperones, and the stress response: evolutionary and ecological physiology. Annu Rev Physiol. 1999, 61: 243-282. 10.1146/annurev.physiol.61.1.243.PubMedView ArticleGoogle Scholar
- Feder ME, Cartano NV, Milos L, Krebs RA, Lindquist SL: Effect of engineering hsp70 copy number on hsp70 expression and tolerance of ecologically relevant heat shock in larvae and pupae of Drosophila melanogaster. J Exp Biol. 1996, 199 (8): 1837-1844.PubMedGoogle Scholar
- Bettencourt BR, Kim I, Hoffmann AA, Feder ME: Response to natural and laboratory selection at the Drosophila hsp70 genes. Evolution. 2002, 56 (9): 1796-1801.PubMedView ArticleGoogle Scholar
- Bettencourt BR, Feder ME: Concerted evolution and concerted degeneration at the hsp70 genes and pseudogenes of the Drosophila melanogaster species subgroup. Am Zool. 2000, 40 (6): 943-943.Google Scholar
- Bettencourt BR, Feder ME: Hsp70 duplication in the Drosophila melanogaster species group: How and when did two become five?. Mol Biol Evol. 2001, 18 (7): 1272-1282. 10.1093/oxfordjournals.molbev.a003912.PubMedView ArticleGoogle Scholar
- Bettencourt BR, Feder ME: Rapid concerted evolution via gene conversion at the Drosophila hsp70 genes. J Mol Evol. 2002, 54 (5): 569-586. 10.1007/s00239-001-0044-7.PubMedView ArticleGoogle Scholar
- Stoebel DM, Deant AM, Dykhuizen DE: The cost of expression of Escherichia coli lac operon proteins is in the process, not in the products. Genetics. 2008, 178 (3): 1653-1660. 10.1534/genetics.107.085399.PubMed CentralPubMedView ArticleGoogle Scholar
- Wagner A: Energy constraints on the evolution of gene expression. Mol Biol Evol. 2005, 22 (6): 1365-1374. 10.1093/molbev/msi126.PubMedView ArticleGoogle Scholar
- Wagner A: Energy costs constrain the evolution of gene expression. J Exp Zool Part B. 2007, 308B (3): 322-324. 10.1002/jez.b.21152.View ArticleGoogle Scholar
- Kuo CH, Ochman H: The extinction dynamics of bacterial pseudogenes. Plos Genet. 2010, 6 (8): e1001050-10.1371/journal.pgen.1001050.PubMed CentralPubMedView ArticleGoogle Scholar
- Park C, Zhang JZ: High expression hampers horizontal gene transfer. Genome Biol Evol. 2012, 4 (4): 523-532. 10.1093/gbe/evs030.PubMed CentralPubMedView ArticleGoogle Scholar
- Lynch M: The origins of eukaryotic gene structure. Mol Biol Evol. 2006, 23 (2): 450-468.PubMedView ArticleGoogle Scholar
- Akashi H: Inferring weak selection from patterns of polymorphism and divergence at silent sites in Drosophila DNA. Genetics. 1995, 139 (2): 1067-1076.PubMed CentralPubMedGoogle Scholar
- Akashi H, Gojobori T: Metabolic efficiency and amino acid composition in the proteomes of Escherichia coli and Bacillus subtilis. P Natl Acad Sci USA. 2002, 99 (6): 3695-3700. 10.1073/pnas.062526999.View ArticleGoogle Scholar
- Didomenico BJ, Bugaisky GE, Lindquist S: The heat-shock response is self-regulated at both the transcriptional and posttranscriptional levels. Cell. 1982, 31 (3): 593-603. 10.1016/0092-8674(82)90315-4.PubMedView ArticleGoogle Scholar
- Didomenico BJ, Bugaisky GE, Lindquist S: Heat-shock and recovery are mediated by different translational mechanisms. P Natl Acad Sci-Biol. 1982, 79 (20): 6181-6185. 10.1073/pnas.79.20.6181.View ArticleGoogle Scholar
- Petesch SJ, Lis JT: Rapid, transcription-independent loss of nucleosomes over a large chromatin domain at Hsp70 loci. Cell. 2008, 134 (1): 74-84. 10.1016/j.cell.2008.05.029.PubMed CentralPubMedView ArticleGoogle Scholar
- Weake VM, Workman JL: Inducible gene expression: diverse regulatory mechanisms. Nat Rev Genet. 2010, 11 (6): 426-437. 10.1038/nrg2781.PubMedView ArticleGoogle Scholar
- Teves SS, Henikoff S: Heat shock reduces stalled RNA polymerase II and nucleosome turnover genome-wide. Gene Dev. 2011, 25 (22): 2387-2397. 10.1101/gad.177675.111.PubMed CentralPubMedView ArticleGoogle Scholar
- Leenders HJ, Kemp A, Koninkx JFJ, Rosing J: Changes in cellular ATP, ADP and AMP levels following treatments affecting cellular respiration and activity of certain nuclear genes in Drosophila salivary-glands. Exp Cell Res. 1974, 86 (1): 25-30. 10.1016/0014-4827(74)90642-9.PubMedView ArticleGoogle Scholar
- Findly RC, Gillies RJ, Shulman RG: Invivo P-31 nuclear magnetic-resonance reveals lowered Atp during heat-shock of Tetrahymena. Science. 1983, 219 (4589): 1223-1225. 10.1126/science.6828852.PubMedView ArticleGoogle Scholar
- Hallberg RL, Kraus KW, Findly RC: Starved Tetrahymena thermophila cells that are unable to mount an effective heat-shock response selectively degrade their ribosomal-RNA. Mol Cell Biol. 1984, 4 (10): 2170-2179.PubMed CentralPubMedView ArticleGoogle Scholar
- Weitzel G, Pilatus U, Rensing L: The cytoplasmic pH, ATP content and total protein-synthesis rate during heat-shock protein inducing treatments in yeast. Exp Cell Res. 1987, 170 (1): 64-79. 10.1016/0014-4827(87)90117-0.PubMedView ArticleGoogle Scholar
- Soini J, Falschlehner C, Mayer C, Bohm D, Weinel S, Panula J, Vasala A, Neubauer P: Transient increase of ATP as a response to temperature up-shift in Escherichia coli. Microb Cell Fact. 2005, 4: 9-10.1186/1475-2859-4-9.PubMed CentralPubMedView ArticleGoogle Scholar
- Bettencourt BR, Hogan CC, Nimali M, Drohan BW: Inducible and constitutive heat shock gene expression responds to modification of Hsp70 copy number in Drosophila melanogaster but does not compensate for loss of thermotolerance in Hsp70 null flies. BMC Biol. 2008, 6: 5-10.1186/1741-7007-6-5.PubMed CentralPubMedView ArticleGoogle Scholar
- Gong WJ, Golic KG: Genomic deletions of the Drosophila melanogaster hsp70 genes. Genetics. 2004, 168 (3): 1467-1476. 10.1534/genetics.104.030874.PubMed CentralPubMedView ArticleGoogle Scholar
- Welte MA, Tetrault JM, Dellavalle RP, Lindquist SL: A new method for manipulating transgenes - engineering heat tolerance in a complex, multicellular organism. Curr Biol. 1993, 3 (12): 842-853. 10.1016/0960-9822(93)90218-D.PubMedView ArticleGoogle Scholar
- Lighton JRB: Measuring metabolic rates: a manual for scientists. 2008, Oxford; New York: Oxford University PressView ArticleGoogle Scholar
- R Development Core Team: R: A language and environment for statistical computing. 2011, Vienna, Austria: R Foundation for Statistical ComputingGoogle Scholar
- Mehrotra S, Maqbool SB, Kolpakas A, Murnen K, Calvi BR: Endocycling cells do not apoptose in response to DNA rereplication genotoxic stress. Gene Dev. 2008, 22 (22): 3158-3171. 10.1101/gad.1710208.PubMed CentralPubMedView ArticleGoogle Scholar
- Taniue K, Nishida A, Hamada F, Sugie A, Oda T, Ui-Tei K, Tabata T, Akiyama T: Sunspot, a link between Wingless signaling and endoreplication in Drosophila. Development. 2010, 137 (10): 1755-1764. 10.1242/dev.042077.PubMedView ArticleGoogle Scholar
- Pfaffl MW: A new mathematical model for relative quantification in real-time RT-PCR. Nucleic Acids Res. 2001, 29: 9-10.1093/nar/29.3.e9.View ArticleGoogle Scholar
- Theodorakis NG, Morimoto RI: Posttranscriptional regulation of hsp70 expression in human-cells: effects of heat-shock, inhibition of protein-synthesis, and adenovirus infection on translation and messenger-RNA stability. Mol Cell Biol. 1987, 7 (12): 4357-4368.PubMed CentralPubMedView ArticleGoogle Scholar
- Church RB, Robertson FW: A biochemical study of growth of Drosophila melanogaster. J Exp Zool. 1966, 162 (3): 337-351. 10.1002/jez.1401620309.View ArticleGoogle Scholar
- Das Neves RP, Jones NS, Andreu L, Gupta R, Enver T, Iborra FJ: Connecting variability in global transcription rate to mitochondrial variability. Plos Biol. 2010, 8 (12): e1000560-10.1371/journal.pbio.1000560.PubMed CentralPubMedView ArticleGoogle Scholar
- Jewett MC, Miller ML, Chen Y, Swartz JR: Continued protein synthesis at low [ATP] and [GTP] enables cell adaptation during energy limitation. J Bacteriol. 2009, 191 (3): 1083-1091. 10.1128/JB.00852-08.PubMed CentralPubMedView ArticleGoogle Scholar
- Wickner S, Maurizi MR, Gottesman S: Posttranslational quality control: folding, refolding, and degrading proteins. Science. 1999, 286 (5446): 1888-1893. 10.1126/science.286.5446.1888.PubMedView ArticleGoogle Scholar
- Lewis M, Helmsing PJ, Ashburner M: Parallel changes in puffing activity and patterns of protein-synthesis in salivary-glands of Drosophila. P Natl Acad Sci USA. 1975, 72 (9): 3604-3608. 10.1073/pnas.72.9.3604.View ArticleGoogle Scholar
- Berrigan D, Partridge L: Influence of temperature and activity on the metabolic rate of adult Drosophila melanogaster. Comp Biochem Phys A. 1997, 118 (4): 1301-1307. 10.1016/S0300-9629(97)00030-3.View ArticleGoogle Scholar
- Berrigan D, Lighton JRB: Bioenergetic and kinematic consequences of limblessness in larval Diptera. J Exp Biol. 1993, 179: 245-259.PubMedGoogle Scholar
- Dickinson MH, Lighton JRB: Muscle efficiency and elastic storage in the flight motor of Drosophila. Science. 1995, 268 (5207): 87-90. 10.1126/science.7701346.PubMedView ArticleGoogle Scholar
- Rolfe DFS, Brown GC: Cellular energy utilization and molecular origin of standard metabolic rate in mammals. Physiol Rev. 1997, 77 (3): 731-758.PubMedGoogle Scholar
- Malmendal A, Overgaard J, Bundy JG, Sorensen JG, Nielsen NC, Loeschcke V, Holmstrup M: Metabolomic profiling of heat stress: hardening and recovery of homeostasis in Drosophila. Am J Physiol-Reg I. 2006, 291 (1): R205-R212.Google Scholar
- Klose MK, Chu D, Xiao CF, Seroude L, Robertson RM: Heat shock-mediated thermoprotection of larval locomotion compromised by ubiquitous overexpression of Hsp70 in Drosophila melanogaster. J Neurophysiol. 2005, 94 (5): 3563-3572. 10.1152/jn.00723.2005.PubMedView ArticleGoogle Scholar
- Krebs RA, Loeschcke V: Costs and benefits of activation of the heat-shock response in Drosophila melanogaster. Funct Ecol. 1994, 8 (6): 730-737. 10.2307/2390232.View ArticleGoogle Scholar
- Feder JH, Rossi JM, Solomon J, Solomon N, Lindquist S: The consequences of expressing Hsp70 in Drosophila cells at normal temperatures. Gene Dev. 1992, 6 (8): 1402-1413. 10.1101/gad.6.8.1402.PubMedView ArticleGoogle Scholar
- Krebs RA, Feder ME: Deleterious consequences of Hsp70 overexpression in Drosophila melanogaster larvae. Cell Stress Chaperon. 1997, 2 (1): 60-71. 10.1379/1466-1268(1997)002<0060:DCOHOI>2.3.CO;2.View ArticleGoogle Scholar
- Silbermann R, Tatar M: Reproductive costs of heat shock protein in transgenic Drosophila melanogaster. Evolution. 2000, 54 (6): 2038-2045.PubMedView ArticleGoogle Scholar
- Zatsepina OG, Velikodvorskaia VV, Molodtsov VB, Garbuz D, Lerman DN, Bettencourt BR, Feder ME, Evgenev MB: A Drosophila melanogaster strain from sub-equatorial Africa has exceptional thermotolerance but decreased Hsp70 expression. J Exp Biol. 2001, 204 (11): 1869-1881.PubMedGoogle Scholar
- Folk DG, Zwollo P, Rand DM, Gilchrist GW: Selection on knockdown performance in Drosophila melanogaster impacts thermotolerance and heat-shock response differently in females and males. J Exp Biol. 2006, 209 (20): 3964-3973. 10.1242/jeb.02463.PubMedView ArticleGoogle Scholar
- Fay JC, Wittkopp PJ: Evaluating the role of natural selection in the evolution of gene regulation. Heredity. 2008, 100 (2): 191-199. 10.1038/sj.hdy.6801000.PubMedView ArticleGoogle Scholar
- Wittkopp PJ, Kalay G: Cis-regulatory elements: molecular mechanisms and evolutionary processes underlying divergence. Nat Rev Genet. 2012, 13 (1): 59-69. 10.1038/nri3362.View ArticleGoogle Scholar
- Hahn MW, Han MV, Han SG: Gene family evolution across 12 Drosophila genomes. Plos Genet. 2007, 3 (11): 2135-2146.View ArticleGoogle Scholar
- Hahn MW: Distinguishing among evolutionary models for the maintenance of gene duplicates. J Hered. 2009, 100 (5): 605-617. 10.1093/jhered/esp047.PubMedView ArticleGoogle Scholar
- Langley CH, Stevens K, Cardeno C, Lee YCG, Schrider DR, Pool JE, Langley SA, Suarez C, Corbett-Detig RB, Kolaczkowski B: Genomic variation in natural populations of Drosophila melanogaster. Genetics. 2012, 192 (2): 533-598. 10.1534/genetics.112.142018.PubMed CentralPubMedView ArticleGoogle Scholar
- Schuster-Bockler B, Conrad D, Bateman A: Dosage sensitivity shapes the evolution of copy-number varied regions. PLoS One. 2010, 5: 3-View ArticleGoogle Scholar
- McAnally AA, Yampolsky LY: Widespread transcriptional autosomal dosage compensation in Drosophila correlates with gene expression level. Genome Biol Evol. 2010, 2: 44-52. 10.1093/gbe/evp054.PubMed CentralView ArticleGoogle Scholar
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