A Tradeoff Drives the Evolution of Reduced Metal Resistance in
Natural Populations of Yeast

Various types of genetic modification and selective forces have been implicated

in the process of adaptation to novel or adverse environments. However, the

underlying molecular mechanisms are not well understood in most natural

populations. Here we report that a set of yeast strains collected from Evolution

Canyon (EC), Israel, exhibit an extremely high tolerance to the heavy metal

cadmium. We found that cadmium resistance is primarily caused by an enhanced

function of a metal efflux pump, PCA1. Molecular analyses

demonstrate that this enhancement can be largely attributed to mutations in the

promoter sequence, while mutations in the coding region have a minor effect.

Reconstruction experiments show that three single nucleotide substitutions in

the PCA1 promoter quantitatively increase its activity and thus

enhance the cells' cadmium resistance. Comparison among different yeast

species shows that the critical nucleotides found in EC strains are conserved

and functionally important for cadmium resistance in other species, suggesting

that they represent an ancestral type. However, these nucleotides had diverged

in most Saccharomyces cerevisiae populations, which gave cells

growth advantages under conditions where cadmium is low or absent. Our results

provide a rare example of a selective sweep in yeast populations driven by a

tradeoff in metal resistance.

Published in the journal: . PLoS Genet 7(3): e32767. doi:10.1371/journal.pgen.1002034
Category: Research Article
doi: 10.1371/journal.pgen.1002034


Various types of genetic modification and selective forces have been implicated

in the process of adaptation to novel or adverse environments. However, the

underlying molecular mechanisms are not well understood in most natural

populations. Here we report that a set of yeast strains collected from Evolution

Canyon (EC), Israel, exhibit an extremely high tolerance to the heavy metal

cadmium. We found that cadmium resistance is primarily caused by an enhanced

function of a metal efflux pump, PCA1. Molecular analyses

demonstrate that this enhancement can be largely attributed to mutations in the

promoter sequence, while mutations in the coding region have a minor effect.

Reconstruction experiments show that three single nucleotide substitutions in

the PCA1 promoter quantitatively increase its activity and thus

enhance the cells' cadmium resistance. Comparison among different yeast

species shows that the critical nucleotides found in EC strains are conserved

and functionally important for cadmium resistance in other species, suggesting

that they represent an ancestral type. However, these nucleotides had diverged

in most Saccharomyces cerevisiae populations, which gave cells

growth advantages under conditions where cadmium is low or absent. Our results

provide a rare example of a selective sweep in yeast populations driven by a

tradeoff in metal resistance.


Unicellular microorganisms are often challenged by fluctuating environmental conditions. Especially for those organisms having limited mobility, adaptation to such environmental stresses is critical for survival of their populations. However, mutations beneficial for survival in one environment may impose a cost under other conditions [1], [2]. Cells need to fine-tune the evolved gene function or regulation in order to maintain an optimal physiology under a range of conditions. It is important to understand how cells adapt to novel or adverse environments. Such information may not only allow us to dissect the factors affecting evolution of organisms, but may also provide us some insights into pathway or functional network flexibility (or evolvability) of the cell. To address this issue, identifying the mutations responsible for the adaptive phenotypes is the most direct approach, and yet it remains challenging even in simple organisms such as E. coli. Moreover, even if a mutation is identified, detailed population and phylogeny data are required in order to deduce the evolutionary trajectory of adaptive traits.

Experimental evolution represents a simplified approach since it allows scientists to follow the evolutionary history of populations exposed to known selective pressures. Several adaptive mutations in microorganisms have been discovered and characterized at the molecular level from laboratory experimental evolution, adding greatly to our understanding of adaptive evolution [1], [3][9]. On the other hand, studies related to natural adaptation are more complicated. Although the mechanistic basis or phylogeny of adaptive traits have been revealed in several previous studies [10][15], systematic approaches dealing with both aspects are still rare [16][18].

Metal ions such as copper, iron, zinc, potassium and sodium are essential nutrients involved in a broad range of biological processes [19], [20]. These essential metals function as catalysts for biochemical reactions, stabilizers of protein structures or cell walls, or regulators of intracellular osmotic balance. Despite their importance, unbalanced metal concentrations can cause deleterious effects, sometimes leading to programmed cell death [21], and thus represent a double-edged sword. It is important for cells to tightly regulate homeostasis of these metal ions.

In natural environments, cells often encounter other nonessential metal ions. Some of them such as cadmium, lead and arsenic are highly toxic to cells. Toxicity often occurs through the displacement of essential metals from their native binding sites or through ligand interactions, resulting in altered structural conformations or interference with biochemical reactions [22]. These metal ions can induce the generation of reactive oxygen species and cause damages to various cellular components [23][25]. Organisms have evolved several different mechanisms to cope with metal induced stresses, including specific metal transporters, metal sequestration proteins or compartments, and different detoxification enzymes [12], [22], [26], [27]. These various systems often cooperate with each other to quickly respond to variations in environmental metal concentrations, indicating the importance of metal ion balance to cells.

In this study, we observed that a subset of diploid yeast strains collected from different locations of the EC could tolerate a heavy metal, cadmium, to a level unseen in most known yeast strains. We found that the cadmium-resistant phenotype is primarily caused by regulatory changes in the PCA1 gene, which encodes a P-type ATPase required for cadmium efflux [28], [29]. By performing functional assays and phylogenetic analyses, we show that PCA1 has experienced several rounds of selective adaptation during yeast evolution. More strikingly, we observe that a weak PCA1 allele spread to most S. cerevisiae populations, probably due to a tradeoff between metal resistance and fitness under low cadmium conditions.


One subset of EC yeast strains is highly resistant to cadmium

Evolution Canyon is an east-west-oriented canyon at Lower Nahal Oren, Israel. It originated 3–5 million years ago and is believed to have experienced minimal human disturbance [30], [31]. In contrast to other wild yeast, the strains collected from EC are often polyploid and most of them are heterothallic [32],[33]. Previous studies have revealed high allelic diversity among EC yeast strains [32], [33]. To assess whether these strains also carry specific adaptive phenotypes, we performed a panel of phenotypic assays including cell growth under several stress conditions. Only diploid strains were included in this study since triploid and tetraploid strains are less amenable to further genetic analyses. The results showed that a subset of EC strains (EC9, 10, 35, 36, 39, 57, and 58) was resistant to a very high concentration of cadmium (0.8 mM CdCl2), while all other strains analyzed were unable to grow on plates containing 0.2 mM CdCl2 (Figure S1A).

Because chromosomal rearrangement has been suggested to be involved in adaptive evolution [17], [34],[35], we first examined the karyotype of 14 diploid EC strains. Pulsed-field gel electrophoresis (PFGE) analysis revealed that these EC strains comprised three major karyotypes, EC-C1, EC-C2 and EC-C3 (with some minor deviations)(Figure S1B). Interestingly, all cadmium-resistant strains belong to EC-C1, suggesting that the metal-resistant phenotypes have already evolved before the EC-C1 populations split. Therefore, we chose to use mainly one strain (EC9) from EC-C1 for subsequent genetic analyses.

The cadmium-resistant phenotype is caused by a mutant allele of PCA1 (PCA1-C1)

We performed a genetic analysis to assess how many genetic loci are involved in the cadmium-resistant phenotype. A haploid Cd-resistant clone (EC9-8) was crossed with two Cd-sensitive strains (EC13 from EC-C2 and lab strain S288C). Both hybrid diploids were Cd resistant, indicating that the Cd-resistant phenotype was dominant. The hybrid diploids were then induced to sporulate, and their haploid segregants were examined for their cadmium tolerance. These segregrants showed a 2∶2 (resistant to sensitive) segregation pattern, indicating that the Cd-resistant phenotype was primarily controlled by a single genetic locus.

To screen for the gene responsible for cadmium resistance, a genomic DNA library constructed from EC9 genomic DNA was transformed into Cd-sensitive cells. All Cd-resistant colonies carried plasmids containing PCA1. Sequencing the PCA1 allele (PCA1-C1) of the EC-C1 strains revealed many mutations in both promoter and protein-coding regions as compared with the PCA1 sequences from other strains (Table S1). Next, we directly tested whether PCA1-C1 alone is able to improve the cadmium tolerance of cells. Plasmids carrying PCA1-C1 were transformed into three Cd-sensitive strains (S288C, SK1, and YJM789) in which the PCA1 gene had been deleted. As shown in Figure 1A, the different strains carrying PCA1-C1 all exhibited a level of cadmium resistance close to the level of EC-C1. By contrast, when the PCA1 alleles from Cd-sensitive strains were transformed into an EC9 pca1Δ mutant, the transformants remained cadmium sensitive (Figure 1B). Finally, we sequenced the PCA1 alleles of the segregants obtained from the previous genetic analysis and confirmed that all Cd-resistant segregants carry the PCA1-C1 allele.

Fig. 1.

A previous study by Adle and co-workers has shown that the PCA1-dependent cadmium resistance is mainly a consequence of active cadmium export (efflux) [29]. To determine whether cadmium efflux is higher in cells containing PCA1-C1, cells carrying PCA1-C1 or PCA1-SK1 were pretreated with cadmium, washed to remove extracellular cadmium, resuspended in fresh media, and collected at different time points to measure the cellular cadmium content using inductively coupled plasma-atomic emission spectroscopy (ICP-AES). The PCA1-SK1 allele from the SK1 strain was chosen for comparison because this allele is phylogenetically more related to PCA1-C1 based on an analysis of the corresponding ORF sequences (Figure S2D) and because it is a cadmium-sensitive allele lacking the G970R mutation (which abolishes the activity of Pca1) present in other laboratory strains. Indeed, cells carrying PCA1-C1 could reduce the intracellular cadmium concentration more quickly than cells carrying PCA1-SK1. These data indicate that cells containing PCA1-C1 have a very efficient cadmium efflux (Figure 1C).

Mutations in both the promoter and coding regions of PCA1-C1 contribute to cadmium resistance

In order to understand how PCA1-C1 has evolved a high cadmium resistance, chimeric proteins with regions from PCA1-C1 and PCA1-SK1 were constructed and assayed for their ability to complement cadmium sensitivity of the pca1Δ mutant. We found that swapping the promoters drastically affected cadmium resistance (Figure 2A, compare C1 with H6 and SK1 with H3), whereas swapping the region between amino acids 207 and 1216 had a mild effect (C1 vs. H1 and H2 vs. H3). Four nonsynonymous mutations are present in this coding region: N223, T358, T363, and G365. Previous studies have identified a few domains important for the stability or function of Pca1 [29], [36]. However, none of these four mutations are located within these functional domains.

Fig. 2.

To assess whether the different levels of cadmium resistance resulted from differences in promoter strength, we fused the PCA1-C1 or PCA1-SK1 promoters to a luciferase reporter and assayed the luciferase activity of these constructs. The expression driven by the PCA1-C1 promoter was about four-fold higher than that driven by the PCA1-SK1 promoter in the absence and presence of cadmium treatments, suggesting that mutations in the PCA1-C1 promoter increased the degree of cadmium resistance by increasing the PCA1 gene expression without destroying its regulation (Figure 2B). We also performed quantitative PCR to determine the level of PCA1 mRNA in EC9 and SK1 strains. The data were consistent with the results from the luciferase reporter gene assay.

The increase in PCA1-C1 expression is mainly caused by three point mutations in the promoter region

By comparing the promoter sequences (including 600 bp upstream of the initiation codon) of PCA1-C1 and PCA1-SK1, we observed 18 single nucleotide polymorphisms (17 single nucleotide substitutions and one 1-bp deletion) and one 10-bp insertion (Table S1A). Because altered PCA1-C1 expression plays a key role in enhancing cadmium resistance, we sought to understand how this gene evolved and the degree to which changes in its promoter contribute to expression differences. To address the latter issue, we fused chimeric promoters with regions from PCA1-C1 and PCA1-SK1 promoters to a luciferase reporter and assayed their expression levels. We found that only the region immediately upstream of the initiation codon (−213 to −1) contributed significantly to the enhanced gene expression (Figure 2B, p5-2). Only 6 of the 18 single nucleotide polymorphisms are present in this region. To determine which mutations led to the enhanced promoter activity, we introduced the PCA1-C1 version of each of these sites into the PCA1-SK1 promoter and assayed the reporter gene expression. Only mutations in three nucleotides (PCA1-SK1 to PCA1-C1: −97T > C, −148T > G, and −159G > T) had obvious effects (Figure 2C; Table S1A).

To confirm that the changed expression is important for the cadmium resistance, we introduced the same mutations into the PCA1-SK1 allele and then measured the cadmium resistance of cells carrying these mutant alleles. The expression level of the PCA1-SK1 mutants was indeed correlated with the cadmium resistance (Figure 2D). When all three mutations were combined together into a single mutant clone (PCA1-SK1+2/5/6), cells carrying this clone were as resistant to cadmium as the cells carrying PCA1-H3, in which the PCA1-C1 promoter is fused to the PCA1-SK1 ORF. This result demonstrated that the enhanced cadmium resistance of EC-C1 strains is mainly caused by three single nucleotide substitutions in the promoter of PCA1-C1. Currently, it is still unclear how PCA1 transcription is regulated. Although we could not identify any transcription factor binding motif in the sequences where the critical mutations (−97C, −148G and −159T) are located, it is quite possible that these regions contain some of the regulatory elements of PCA1.

Cadmium resistance is an ancestral phenotype

To determine whether the Cd-resistant phenotype is specific to EC-C1 strains, we examined the cadmium sensitivity of two closely related species, S. paradoxus and S. mikatae. Two S. mikatae strains and 28 S. paradoxus strains isolated from different niches were tested [37]. Although both species could not tolerate, unlike EC-C1, a high level of cadmium (2.0 mM CdCl2), they exhibited much higher Cd resistance (0.4–0.8 mM CdCl2) than the other S. cerevisiae strains (Figure S3). To confirm that the medium level of cadmium resistance in S. paradoxus was also mediated through PCA1, we cloned the S. paradoxus PCA1 gene (Sp-PCA1) into a plasmid, transformed the resulting vector into S. cerevisiae pca1Δ mutant cells, and then assayed the transformants for cadmium sensitivity. The result showed that Sp-PCA1 was able to generate a medium level of cadmium resistance in S. cerevisiae pca1Δ mutants (Figure S3B). Consistent with these results, deletions of PCA1 in S. paradoxus strains resulted in a Cd-sensitive phenotype (Figure S3C).

Interestingly, comparison between S. cerevisiae-, S. paradoxus-, and S. mikatae-PCA1 promoter sequences revealed that those critical residues (−97C, −148G and −159T) identified in the previous experiment are conserved between EC-C1 strains, S. paradoxus (28 strains) and S. mikatae (2 strains)(Figure 3). When we mutated these nucleotides of Sp-PCA1 (−100C, −149G and −162T) to non-EC-C1 Sc-PCA1 sequences, the mutant allele became cadmium sensitive (Figure S3D), indicating that these nucleotides were also critical for the function of Sp-PCA1. Since both S. paradoxus and S. mikatae can tolerate a medium level of cadmium, it is likely that this phenotype represents an original phenotype of the common ancestor of S. cerevisiae, S. paradoxus, and S. mikatae, which has been lost in most S. cerevisiae populations (Figure S4).

Fig. 3.

Loss of cadmium resistance provides a fitness advantage under cadmium-free conditions in S. cerevisiae

If the common ancestor of S. cerevisiae and S. paradoxus was cadmium resistant, why did most S. cerevisiae populations become cadmium sensitive? By comparing the promoter sequences of PCA1 from EC-C1, EC-C2, EC-C3, and 38 other S. cerevisiae strains (collected from various habitats on different continents; see [37]), a striking pattern was revealed: most S. cerevisiae strains carry a weak PCA1 promoter similar to the one in the SK1 strain (Figure 4A). Hence, reduced promoter strength accounts for the cadmium-sensitive phenotype observed in these strains (Figure S4). The only exceptions are EC-C1, UWOPS87_2421, and UWOPS83_787_3. Interestingly, the PCA1 promoters of UWOPS87_2421 and UWOPS83_787_3 also contain the mutations critical for cadmium resistance (−97C and −159T in UWOPS87_2421 and −97C in UWOPS83_787_3), and both strains show cadmium-resistant phenotypes (Table S1).

Fig. 4.

A previous study showed that cells overexpressing PCA1 in a medium without cadmium suffered reduced fitness [38]. To determine whether expression of PCA1-C1 also imposes a high fitness cost on cells, we conducted a competition assay to measure the fitness of cells containing PCA1-C1, PCA1-SK1 or PCA1-S288C. Plasmids carrying either PCA1-C1, PCA1-SK1 or PCA1-S288C were transformed into S288C pca1Δ mutants. The resulting transformants were then mixed with a reference strain carrying a green fluorescent protein-tagged Pgk1 protein and grown in a medium without cadmium. The results showed that cells containing PCA1-C1 had a lower fitness than cells containing PCA1-SK1 or PCA1-S288C (p<0.001, two-tailed t-test), suggesting a tradeoff between high Cd resistance and the fitness of cells under Cd-free conditions (Figure 4B). It is possible that Sc-PCA1 was selected to reduce the fitness cost, thus resulting in lower Cd resistance if most S. cerevisiae cells were constantly living in environments containing low levels of cadmium. Alternatively, Sc-PCA1 might have been selected, at a cost of reduced Cd resistance, to enhance other activities. Previous studies have suggested that Pca1 is also involved in copper resistance [38]. However, we found that cells carrying PCA1-C1 or PCA1-SK1 showed a similar level of copper resistance, indicating that the mutations in PCA1-C1 are specific to cadmium resistance (Figure S5).

It is unclear why cells carrying PCA1-C1 have a lower fitness under Cd-free conditions. Since Pca1 is not a highly abundant protein, the fitness reduction is unlikely due to the energy cost for producing extra amounts of the Pca1 protein. PCA1 belongs to a P-type ATPase family whose members have been shown to transport metal ions such as cadmium, copper, zinc, cobalt, and lead [39], [40]. Hence, the fitness cost of PCA1-C1 under non-cadmium conditions may result from a depletion of essential metal ions caused by enhanced PCA1 expression. In S. cerevisiae, it has been shown that Pca1 exports cadmium, not copper [28]. However, a study by Adle et al. has also demonstrated that Pca1 affects copper balance by chelating copper ions in a manner analogous to metallothionine [29]. Thus, it is possible that the high expression of PCA1-C1 depletes copper or other unidentified vital metal ions by metal sequestration or by metal exportation.

In nature, S. paradoxus and S. cerevisiae were found to occasionally coexist in the same ecological niches [41]. We have shown that most S. cerevisiae strains have lost the ancestral cadmium-resistant phenotype probably due to its fitness cost. Why do S. paradoxus populations still maintain this phenotype? Using the aforementioned competitive fitness assay, we found that S. paradoxus cells carrying either wild-type or low-expression alleles of Sp-PCA1 exhibit similar fitness under Cd-free conditions (Figure S6). These data suggest that S. paradoxus has evolved other mechanisms to offset the fitness cost of high PCA1 expression.

Evolution of PCA1 in S. cerevisiae populations

In EC-C1 cells, the increase in the expression of PCA1-C1 was caused by three nucleotide substitutions in the promoter that were also shared by the S. paradoxus and S. mikatae PCA1 genes. Horizontal gene transfer between different species of yeast has been observed in previous studies [42], [43]. One possible explanation for the high Cd resistance of EC-C1 strains is that the ancestor of EC-C1 strains acquired a S. paradoxus PCA1 allele through a horizontal gene transfer event, and that the transferred Sp-PCA1 function was reinforced later on by natural selection in EC-C1 strains. If that was the case, we would expect to see that the sequence of PCA1-C1 is more similar to that of Sp-PCA1 than to sequences of PCA1 alleles from other S. cerevisiae strains. Phylogenetic analyses using the PCA1 coding or promoter sequences, however, showed that the distance between Sp-PCA1 and PCA1-C1 is farther than that between Sp-PCA1 and other S. cerevisiae PCA1 alleles, suggesting that PCA1-C1 was not derived from Sp-PCA1 (Figure 3 and Figure S7). Moreover, we can rule out the possibility that gene conversion of a small region between Sc-PCA1 and Sp-PCA1 has occurred in the ancestor of EC-C1 strains. At alignment of PCA1 promoter sequences, we found that even in the region containing the critical nucleotides several nucleotides (−99, −112, −115, −119, −124, and −137) were shared by all S. cerevisiae strains, but did not exist in S. paradoxus strains (Figure 3); it should be noted, however, that these sequences were also conserved in all 28 S. paradoxus strains.

We have shown that, unlike S. paradoxus and S. mikatae, most S. cerevisiae strains except for EC-C1 and two other strains (UWOPS87_2421 and UWOPS83_787_3) are highly sensitive to cadmium. Intriguingly, we found that sequences of the PCA1 promoter in Cd-sensitive strains showed high identity (Table S1A). When population data were analyzed, a dramatic decrease in the frequency of DNA polymorphisms was observed in this region, inconsistent with the phylogenetic relationship observed in both upstream and downstream regions (Figure 4A and Figure S2; Tajima's D = −1.94, p<0.05). This result suggests that the cadmium-sensitive phenotype did not evolve independently in different strains. Instead, it was caused by a selective sweep of a weak PCA1 promoter in S. cerevisiae populations. A selective sweep of nonfunctional aquaporin alleles in S. cerevisiae populations has been reported recently [44]. However, unlike the aquaporin case, the selective sweep of S. cerevisiae PCA1 is mainly caused by a single allele and covers a wider range of populations. In addition, the PCA1 allele involved in the sweep is still functional. In S. cerevisiae populations, only the PCA1 alleles from S288C and W303 have lost the function completely due to a mutation (R970G) in the catalytic domain [28], [29]. Expression of PCA1-SK1 is upregulated when cells sense environmental cadmium and deletion of PCA1 in other Cd-sensitive S. cerevisiae strains makes mutant cells at least 20-fold more sensitive to cadmium.

The reduced cadmium resistance in most S. cerevisiae strains is probably a result of regulatory fine-tuning that allows cells to maintain a certain level of cadmium efflux activity, without compromising their fitness, under normal conditions. Such an ‘optimized’ PCA1 might explain why this weak allele spread so efficiently to different S. cerevisae populations. On the other hand, the EC-C1 strains maintained and even reinforced the ancestral Pca1 activity, probably due to constant selection in their living environments. We measured the soil cadmium concentrations at the collection sites of Evolution Canyon using inductively coupled plasma-atomic emission spectroscopy (see Materials and Methods) and found that they ranged from 2.5 to 4.2 ppm, which is about 17–28-fold higher the median soil cadmium concentration in Europe [45]. It is intriguing that some cadmium-sensitive strains (EC-C2 and EC-C3) were isolated from the same areas as the EC-C1 strains. We found that the PCA1 sequences of EC-C2 and EC-C3 strains are more closely related to those in the European isolates than to those in EC-C1 strains (Figure 4A and Figure S2). One possible explanation is that these cadmium-sensitive strains arrived in Evolution Canyon more recently and have not yet adapted to the environment. An in-depth study combining genomics and population distribution of the EC strains will help us address this issue.

Phenotypic studies in budding yeast have suggested that resistance to various metal ions in different yeast strains is quite diverse [16], [37], [46]. A recent genomic analysis of both promoter and coding regions of three S. cerevisiae strains also indicates that metal ion transporter genes are significantly enriched in the gene group showing signatures of positive selection [47]. Our data with PCA1 provide a clear example how a metal transporter gene evolves after experiencing various types of selection that occurred at both inter- and intra-species levels.

In the present study, we found that mutations in the regulatory and coding regions both contribute to the adaptive phenotype. However, the mutations in the regulatory region have a more profound effect as compared to those in the coding region. Recent studies in a variety of organisms have suggested that regulatory changes are critical for adaptive evolution [46], [48][53]. It is possible that the promoter is more flexible to accommodate functional changes since it has less structural constraints than the coding region [54]. Our results showed that, by fine-tuning the PCA1 gene expression, Cd tolerance and cell growth could be dramatically affected in natural yeast isolates, further emphasizing the importance of regulatory changes in evolution.

Materials and Methods

Strains and genetic procedures

EC diploid strains consist of S. cerevisiae collected from an east-west-oriented canyon (Evolution Canyon) at Lower Nahal Oren, Israel [32], [55]. Our strain numbers are the same as the numbers shown in Figure 2 of reference 26. In brief, EC3, 5, 23, 33, 34, 35 and 36 were isolated from the south-facing slope (SFS), EC7, 9, 10, 39, 40, 45 and 48 were isolated from the valley bottom (VB), and EC13, 14, 57, 58, 59, 60 and 63 were isolated from the north-facing slope (NFS). S paradoxus, S. mikatae and other S. cerevisiae strains were obtained from the collections of Dr. Duncan Greig (University College London, UK) and Dr. Edward Louis (University of Nottingham) [37]. Substitutive and integrative transformations were carried out by the lithium acetate procedure [56]. Media, microbial, and genetic techniques were as described [57].

Karyotyping of EC strains

A total amount of ∼2×108 yeast cells was used for plug preparation. Cells were washed with 1 ml EDTA/Tris (50 mM EDTA, 10 mM Tris-HCl, pH 7.5) and transferred into EDTA/Tris containing 0.13 mg/ml zymolyase (Seikagaku America Inc., St. Petersburg, FL). The cell mixtures were incubated for 30 s at 42°C and then embedded in low melting point agarose (Sigma-Aldrich, St. Louis, MO). The agarose plugs were then incubated at 37°C overnight for zymolyase digestion. After digestion, the agarose plugs were placed in LET solution (0.5 M EDTA, 10 mM Tris-HCl (pH 7.5), 2 mg/ml protease K, and 1% N-lauroylsarcosine) at 50°C overnight. This step was repeated three times. The plugs were transferred to EDTA/Tris solution and dialyzed four times for 1 h at 37°C. Yeast chromosomes were separated in 0.7% agarose gels by pulsed-field gel electrophoresis (PFGE) using a Rotaphor Type V apparatus (Biometra, Göttingen, Germany). Electrophoresis was performed for 48 h at 13°C in 0.5× TBE buffer at a fixed voltage of 120 V and an angle of 115°, with pulse time intervals of 30 s.

Genomic DNA library screening

To construct an EC9 genomic DNA library, yeast genomic DNA was extracted using the Qiagen Genomic-Tip 100/G kit (Qiagen, Valencia, CA), digested with restriction enzymes, and ligated into a yeast vector pRS416 as described [57]. To screen for Cd-resistant genes, a Cd-sensitive lab strain (S288C) was transformed with the EC9 genomic DNA library and plated on cadmium-containing plates (0.4 mM CdCl2). Plasmids isolated from the Cd-resistant colonies were sequenced to identify the insert-containing genes.

Functional assay

To measure the intracellular cadmium concentration, log-phase cells carrying different alleles of PCA1 were pretreated with 0.4 mM CdCl2 for 1 h, washed with PBS containing 10 mM EDTA, resuspended in rich medium without cadmium, and then collected at indicated time points. Collected cells were immediately washed with PBS containing 10 mM EDTA. Total intracellular cadmium levels were measured by inductively coupled plasma-atomic emission spectroscopy (ICP-AES).

Quantitative PCR

After cadmium treatment (0.1 mM CdCl2) for 2 h at 28°C, total RNA was isolated from cells using the Qiagen RNeasy Midi Kit (Qiagen, Valencia, CA). First-strand cDNA was synthesized for 2 h at 37°C using the High Capacity cDNA Reverse Transcriptase Kit (Applied Biosystems, Foster City, CA). A 20-fold dilution of the reaction products was then subjected to real-time quantitative PCR using gene-specific primers, the SYBR Green PCR master mix, and an ABI-7000 sequence detection system (Applied Biosystems). Data were analyzed using the built-in analysis program.

Reporter assay

To construct the luciferase reporter plasmids, different promoter regions (up to 668 bp upstream of the start codon) of PCA1-C1 and PCA1-SK1 were amplified by PCR. The luciferase coding region (from Renilla reniforms) was also amplified by PCR. The PCR fragments were co-transformed with pRS416 digested with XhoI and SacI into the lab strain S288C. The genomic DNA of Ura+ colonies was isolated and transformed into component E. coli cells. The plasmids from ampicillin-resistant clones were isolated and sequenced. The constructed luciferase reporter plasmids were transformed into an EC9 pca1Δ mutant.

Yeast cells carrying different luciferase reporter plasmids were treated with 0.1 mM of CdCl2 for 2 h. After the treatment, 0.5×107 cells were harvested for detection of the luciferase activity on a luminometer (PE Victor3 luminometer plus autojector, Perkin Elmer, Waltham, MA). To the test samples, 100 µl of 1 µM substrate (coelenterazine) was added. Following a 5 second equilibration time, luminescence was measured with a 10 second integration time.

Competitive relative fitness assay

We measured the fitness of the testing strains by competing them against a reference strain expressing PGK1::GFP in CSM-URA media at 28°C. The testing cells and reference cells were inoculated in the CSM-URA medium individually and acclimated for 24 h. The cells were subsequently diluted and refreshed in new media for another 4 h. The reference and testing cells were then mixed at a 1∶1 ratio, diluted into fresh medium at a final cell concentration of 5×103 cells/ml, and allowed to compete for 21 h, which represents about 12 generations of growth. The ratio of the two competitors was quantified at the initial and final time points using a fluorescence activated cell sorter (FACSCalibur, Becton Dickinson, Franklin Lakes, NJ). Five independent replicates for each fitness measurement were performed.

Phylogenetic tree construction

The evolutionary history of the PCA1 ORF (3651 bps), SUL1 ORF (2580 bps), PCA1 promoter (213 bps) and PCA1-SUL1 intergenic region (820 bps) was inferred using the Neighbor-Joining method [58]. Sequences were obtained from previously released data [37]. The percentage of replicate trees in which the associated taxa were clustered together in the bootstrap test (500 replicates) is shown next to the branches, analogous to a previous study [59]. The tree was drawn to scale, with branch lengths in the same units as those of the evolutionary distances used to infer the phylogenetic tree. The evolutionary distances were computed using the Maximum Composite Likelihood method [60] and are expressed as number of base substitutions per site. All positions containing gaps and missing data were eliminated from the dataset (Complete deletion option). Phylogenetic analyses were conducted in MEGA4 [61]. Tajima's D of the PCA1 promoter (213 bp) was calculated by DnaSP V5 [62].

Measurement of soil cadmium concentrations

Soil samples were collected at 7 locations of Evolution Canyon corresponding to the collection sites of the EC yeast strains (3 at the SFS, one at the VB, and 3 at the NFS). Soil cadmium levels were measured by inductively coupled plasma-atomic emission spectroscopy (ICP-AES) using at least 200 g of individual samples.

Supporting Information

Attachment 1

Attachment 2

Attachment 3

Attachment 4

Attachment 5

Attachment 6

Attachment 7

Attachment 8


1. NilssonAIZorzetAKanthADahlstromSBergOG


Reducing the fitness cost of antibiotic resistance by

amplification of initiator tRNA genes.

Proc Natl Acad Sci U S A




2. TodescoMBalasubramanianSHuTTTrawMBHortonM


Natural allelic variation underlying a major fitness trade-off in

Arabidopsis thaliana.





3. CowenLESanglardDCalabreseDSirjusinghCAndersonJB


Evolution of drug resistance in experimental populations of

Candida albicans.

J Bacteriol




4. SegreAVMurrayAWLeuJY


High-resolution mutation mapping reveals parallel experimental

evolution in yeast.

PLoS Biol




5. BeaumontHJGallieJKostCFergusonGCRaineyPB


Experimental evolution of bet hedging.





6. BarrickJEYuDSYoonSHJeongHOhTK


Genome evolution and adaptation in a long-term experiment with

Escherichia coli.





7. CooperTFRozenDELenskiRE


Parallel changes in gene expression after 20,000 generations of

evolution in Escherichiacoli.

Proc Natl Acad Sci U S A




8. ChouHHBerthetJMarxCJ


Fast growth increases the selective advantage of a mutation

arising recurrently during evolution under metal limitation.

PLoS Genet




9. VelicerGJYuYT


Evolution of novel cooperative swarming in the bacterium

Myxococcus xanthus.





10. GuptaAMatsuiKLoJFSilverS


Molecular basis for resistance to silver cations in


Nat Med




11. AndersonJB


Evolution of antifungal-drug resistance: mechanisms and pathogen


Nat Rev Microbiol




12. HaferburgGKotheE


Microbes and metals: interactions in the


J Basic Microbiol




13. DeutschbauerAMDavisRW


Quantitative trait loci mapped to single-nucleotide resolution in


Nat Genet




14. FidalgoMBarralesRRIbeasJIJimenezJ


Adaptive evolution by mutations in the FLO11


Proc Natl Acad Sci U S A




15. SteinmetzLMSinhaHRichardsDRSpiegelmanJIOefnerPJ


Dissecting the architecture of a quantitative trait locus in






16. FayJCMcCulloughHLSniegowskiPDEisenMB


Population genetic variation in gene expression is associated

with phenotypic variation in Saccharomyces cerevisiae.

Genome Biol



17. Perez-OrtinJEQuerolAPuigSBarrioE


Molecular characterization of a chromosomal rearrangement

involved in the adaptive evolution of yeast strains.

Genome Res




18. GerkeJLorenzKCohenB


Genetic interactions between transcription factors cause natural

variation in yeast.





19. WilsonCJApiyoDWittung-StafshedeP


Role of cofactors in metalloprotein folding.

Q Rev Biophys




20. PierrelFCobinePAWingeDR


Metal Ion availability in mitochondria.





21. LiangQZhouB


Copper and manganese induce yeast apoptosis via different


Mol Biol Cell




22. BruinsMRKapilSOehmeFW


Microbial resistance to metals in the


Ecotoxicol Environ Saf




23. ValkoMMorrisHCroninMT


Metals, toxicity and oxidative stress.

Curr Med Chem




24. ThorsenMPerroneGGKristianssonETrainiMYeT


Genetic basis of arsenite and cadmium tolerance in Saccharomyces


BMC Genomics



25. ShiHShiXLiuKJ


Oxidative mechanism of arsenic toxicity and


Mol Cell Biochem




26. RosenBP


Transport and detoxification systems for transition metals, heavy

metals and metalloids in eukaryotic and prokaryotic


Comp Biochem Physiol A Mol Integr Physiol




27. SilverSPhung leT


A bacterial view of the periodic table: genes and proteins for

toxic inorganic ions.

J Ind Microbiol Biotechnol




28. ShiraishiEInouheMJohoMTohoyamaH


The cadmium-resistant gene, CAD2, which is a mutated putative

copper-transporter gene (PCA1), controls the intracellular cadmium-level in

the yeast S. cerevisiae.

Curr Genet




29. AdleDJSinaniDKimHLeeJ


A cadmium-transporting P1B-type ATPase in yeast Saccharomyces


J Biol Chem




30. NevoE


Asian, African and European Biota Meet at Evolution-Canyon Israel

- Local Tests of Global Biodiversity and Genetic Diversity


Proceedings of the Royal Society of London Series B-Biological





31. GrishkanINevoEWasserSPBeharavA


Adaptive spatiotemporal distribution of soil microfungi in

‘Evolution canyon’ II, Lower Nahal Keziv, western Upper Galilee,


Biological Journal of the Linnean Society




32. EzovTKBoger-NadjarEFrenkelZKatsperovskiIKemenyS


Molecular-genetic biodiversity in a natural population of the

yeast Saccharomyces cerevisiae from “Evolution Canyon”:

microsatellite polymorphism, ploidy and controversial sexual






33. Katz EzovTChangSLFrenkelZSegreAVBahalulM


Heterothallism in Saccharomyces cerevisiae isolates from nature:

effect of HO locus on the mode of reproduction.

Mol Ecol




34. DunhamMJBadraneHFereaTAdamsJBrownPO


Characteristic genome rearrangements in experimental evolution of

Saccharomyces cerevisiae.

Proc Natl Acad Sci U S A




35. InfanteJJDombekKMRebordinosLCantoralJMYoungET


Genome-wide amplifications caused by chromosomal rearrangements

play a major role in the adaptive evolution of natural






36. AdleDJLeeJ


Expressional control of a cadmium-transporting P1B-type ATPase by

a metal sensing degradation signal.

J Biol Chem




37. LitiGCarterDMMosesAMWarringerJPartsL


Population genomics of domestic and wild yeasts.





38. RadMRKirchrathLHollenbergCP


A putative P-type Cu(2+)-transporting ATPase gene on

chromosome II of Saccharomyces cerevisiae.





39. WilliamsLEMillsRF


P(1B)-ATPases–an ancient family of transition metal pumps

with diverse functions in plants.

Trends Plant Sci




40. ArguelloJMErenEGonzalez-GuerreroM


The structure and function of heavy metal transport






41. SniegowskiPDDombrowskiPGFingermanE


Saccharomyces cerevisiae and Saccharomyces paradoxus coexist in a

natural woodland site in North America and display different levels of

reproductive isolation from European conspecifics.

FEMS Yeast Res




42. LitiGPeruffoAJamesSARobertsINLouisEJ


Inferences of evolutionary relationships from a population survey

of LTR-retrotransposons and telomeric-associated sequences in the

Saccharomyces sensu stricto complex.





43. NovoMBigeyFBeyneEGaleoteVGavoryF


Eukaryote-to-eukaryote gene transfer events revealed by the

genome sequence of the wine yeast Saccharomyces cerevisiae


Proc Natl Acad Sci U S A




44. WillJLKimHSClarkeJPainterJCFayJC


Incipient balancing selection through adaptive loss of aquaporins

in natural Saccharomyces cerevisiae populations.

PLoS Genet




45. PanJPlantJAVoulvoulisNOatesCJIhlenfeldC


Cadmium levels in Europe: implications for human


Environ Geochem Health




46. KvitekDJWillJLGaschAP


Variations in stress sensitivity and genomic expression in

diverse S. cerevisiae isolates.

PLoS Genet




47. LiYDLiangHGuZLinZGuanW


Detecting positive selection in the budding yeast


J Evol Biol




48. FraserHBMosesAMSchadtEE


Evidence for widespread adaptive evolution of gene expression in

budding yeast.

Proc Natl Acad Sci U S A




49. FayJCWittkoppPJ


Evaluating the role of natural selection in the evolution of gene






50. WrayGA


The evolutionary significance of cis-regulatory


Nat Rev Genet




51. ChanYFMarksMEJonesFCVillarrealGJrShapiroMD


Adaptive evolution of pelvic reduction in sticklebacks by

recurrent deletion of a Pitx1 enhancer.





52. GompelNPrud'hommeBWittkoppPJKassnerVACarrollSB


Chance caught on the wing: cis-regulatory evolution and the

origin of pigment patterns in Drosophila.





53. TurnerTLBourneECVon WettbergEJHuTTNuzhdinSV


Population resequencing reveals local adaptation of Arabidopsis

lyrata to serpentine soils.

Nat Genet




54. TiroshIBarkaiNVerstrepenKJ


Promoter architecture and the evolvability of gene


J Biol



55. NagornayaSSBabichTVPodgorskyVSBeharavANevoE


Yeast interslope divergence in soils and plants of

“Evolution canyon”, Lower Nahal Oren, Mount Carmel,


Israel Journal of Plant Sciences




56. ItoHFukudaYMurataKKimuraA


Transformation of intact yeast cells treated with alkali


J Bacteriol




57. GuthrieCFinkG


Guide to yeast genetics and molecular and cell biology

San Diego

Elsevier Academic Press

58. SaitouNNeiM


The neighbor-joining method: a new method for reconstructing

phylogenetic trees.

Mol Biol Evol




59. FelsensteinJ


Confidence-Limits on Phylogenies - an Approach Using the






60. TamuraKNeiMKumarS


Prospects for inferring very large phylogenies by using the

neighbor-joining method.

Proc Natl Acad Sci U S A




61. TamuraKDudleyJNeiMKumarS


MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software

version 4.0.

Mol Biol Evol




62. LibradoPRozasJ


DnaSP v5: a software for comprehensive analysis of DNA

polymorphism data.





Genetika Reprodukční medicína

Článek vyšel v časopise

PLOS Genetics

2011 Číslo 3

Nejčtenější v tomto čísle

Tomuto tématu se dále věnují…


Zvyšte si kvalifikaci online z pohodlí domova

Příběh jedlé sody
nový kurz
Autoři: MUDr. Ladislav Korábek, CSc., MBA

Krvácení v důsledku portální hypertenze při jaterní cirhóze – od pohledu záchranné služby až po závěrečný hepato-gastroenterologický pohled
Autoři: PhDr. Petr Jaššo, MBA, MUDr. Hynek Fiala, Ph.D., prof. MUDr. Radan Brůha, CSc., MUDr. Tomáš Fejfar, Ph.D., MUDr. David Astapenko, Ph.D., prof. MUDr. Vladimír Černý, Ph.D.

Rozšíření možností lokální terapie atopické dermatitidy v ordinaci praktického lékaře či alergologa
Autoři: MUDr. Nina Benáková, Ph.D.

Léčba bolesti v ordinaci praktického lékaře
Autoři: MUDr. PhDr. Zdeňka Nováková, Ph.D.

Revmatoidní artritida: včas a k cíli
Autoři: MUDr. Heřman Mann

Všechny kurzy
Kurzy Doporučená témata Časopisy
Zapomenuté heslo

Nemáte účet?  Registrujte se

Zapomenuté heslo

Zadejte e-mailovou adresu se kterou jste vytvářel(a) účet, budou Vám na ni zaslány informace k nastavení nového hesla.


Nemáte účet?  Registrujte se