Abstract
The cysteine-rich PLAC8 domain of unknown function occurs in proteins found in most Eukaryotes. PLAC8-proteins play important yet diverse roles in different organisms, such as control of cell proliferation in animals and plants or heavy metal resistance in plants and fungi. Mammalian Onzin can be either pro-proliferative or pro-apoptotic, depending on the cell type, whereas fungal FCR1 confers cadmium tolerance. Despite their different role in different organisms, we hypothesized common ancestral functions linked to the PLAC8 domain. To address this hypothesis, and to investigate the molecular function of the PLAC8 domain, murine Onzin and fungal FCR1 were expressed in the PLAC8-free yeast Saccharomyces cerevisiae. The two PLAC8-proteins localized in the nucleus and induced almost identical phenotypes and transcriptional changes when exposed to cadmium stress. Like FCR1, Onzin also reduced DNA damage and increased cadmium tolerance by a DUN1-dependent pathway. Both proteins activated transcription of ancient mitochondrial pathways such as leucine and Fe-S cluster biosynthesis, known to regulate cell proliferation and DNA repair in yeast. These results strongly suggest a common ancestral function of PLAC8 proteins and open new perspectives to understand the role of the PLAC8 domain in the cellular biology of Eukaryotes.
Subject terms: Iron, Mitochondria, Fungal genes, DNA mismatch repair, Transcriptomics
Introduction
The PLAC8 domain was described for the first time in the protein Onzin, the product of the human Placenta-Specific Gene 81. The same domain was later identified in many Eukaryotes, but its biological role remains elusive because PLAC8 proteins seem to play diverse roles in different organisms and cell types. The mammalian Onzin has been reported as a repressed target of the c-Myc oncoprotein2, with pro-proliferative anti-apoptotic effects in many cell types and a role in leukemia3, hepatic, pancreatic4,5 and colon cancer progression6,7, but also in adipocyte growth8. The same protein has pro-apoptotic activity in other cell types9, indicating that the final effect of Onzin is highly dependent on cell type. In plants, PLAC8 genes are also involved in cell proliferation because mutants are altered in organs size. The tomato Fruit Weight 2.2 (FW2.2) negatively influences fruit size and is downregulated in domesticated species10. Similar function has been reported for FW2.2-like genes in other plant species, both dicots11–14 and monocots15,16.
Another cellular role of PLAC8 proteins in plants and fungi is to increase resistance to heavy metals. First described in Arabidopsis thaliana, the Plant Cadmium Resistance (PCR) protein family includes proteins that confer resistance to cadmium or zinc. AtPCR1 was suggested to be - or to be part of- a cadmium transporter because of its localization on the plasma membrane in both A. thaliana and S. cerevisiae17, while AtPCR2 was associated to zinc transport18. Although PLAC8 domain containing genes have been annotated in many fungal genomes (see Mycocosm, https://genome.jgi.doe.gov/programs/fungi/index.jsf), the only PLAC8 genes characterized to date are two Fungal Cadmium Resistance (FCR) genes identified in a metal tolerant isolate of the mycorrhizal ascomycete Oidiodendron maius19,20, which increased cadmium resistance when expressed in S. cerevisiae. Unlike plant PCRs, OmFCR1 (hereafter FCR1) is not involved in membrane metal transport and was localized in the S. cerevisiae nucleus, where it physically interacts with Mlh3p, a key player in meiotic crossing-over and a subunit of the DNA mismatch repair (MMR) complex19.
According to Cabreira-Cagliari et al.21, genes containing the PLAC8-domain represent a unique gene family with three distinct subgroups: Type I genes are found in animals, plants and fungi, whereas Types II and III have only been found in plants. Thus, PLAC8 proteins have likely evolved from a common ancestral protein and an intriguing question is whether, despite their very different roles in different organisms and cell types, a molecular function common to all biological systems can be ascribed to the PLAC8 domain.
To address this question, we have used S. cerevisiae as a model organism to investigate two small, single-domain PLAC8 proteins from taxonomically distant organisms, the mammalian Onzin from Mus musculus and the fungal FCR1 from O. maius. S. cerevisiae is a good model system because it has been successfully used to test plant and fungal PLAC8 gene functions by heterologous expression17–20. In addition, although S. cerevisiae lacks genes coding for PLAC8 proteins, the PLAC8 domain can be found in the genome of some basal fungi and other members of Saccharomycotina (see Mycocosm website), thus suggesting that the PLAC8 domain appeared early in fungal evolution. Thus, although S. cerevisiae lacks genes coding for PLAC8 proteins, it likely features the PLAC8-interacting metabolic framework.
When expressed in cadmium-exposed S. cerevisiae, Onzin and FCR1 displayed very similar phenotypes, as they both conferred cadmium resistance and increased cell proliferation and vitality. Both proteins localized in the yeast nucleus, reduced the mutation frequency in homonucleotide runs and induced similar transcriptomic changes in cells exposed to cadmium. In particular, both PLAC8 proteins up-regulated ancient and conserved metabolic pathways that link mitochondrial functions related to leucine biosynthesis, Fe-S cluster biogenesis and maintenance of nuclear DNA integrity. Although the exact role of the PLAC8 domain remains unclear, our findings provide strong support to the hypothesis of a common Dun1p-dependent ancestral function for this protein domain.
Results and Discussion
Both PLAC8 proteins increase growth and survival of yeast cells exposed to cadmium
Onzin is a small protein highly conserved in all vertebrates and in particular in mammals, where mouse and human orthologous proteins are 83% identical (Fig. 1). By contrast, Onzin shared only 29 amino acids with the fungal PLAC8 protein FCR1, with an overall 25% sequence identity mainly confined to the signature cysteine-rich motif of the PLAC8 domain (Fig. 1).
A first set of experiments was aimed to compare the phenotype of Onzin expressing S. cerevisiae exposed to cadmium with the one previously described for FCR119. Spot dilution assays at two CdSO4 concentrations (Fig. 2a) showed that both Onzin and FCR1 confer cadmium tolerance to S. cerevisiae, when compared with the control strain transformed with the empty vector. At 25 μM CdSO4, Onzin-expressing yeast grew even better than the FCR1-expressing strain (Fig. 2a). A truncated Onzin lacking the conserved N-terminal region of the PLAC8 domain (OnzinΔ28–38) led to a partial loss-of-function phenotype (Fig. 2a), suggesting that this protein region is important for Onzin function. Evaluation of the cadmium half inhibitory concentration (IC50) on the same yeast strains grown in liquid culture yielded fully consistent results (Fig. S1).
Yeast growth and viability was also monitored for 24 h in liquid culture on control medium and on medium containing 25 μM CdSO4. On control medium, all yeasts strains showed identical growth curves, as measured by OD600, whereas Onzin and FCR1 expressing yeasts grew more than the control strain on cadmium-amended medium, starting from 6 h incubation (Fig. 2b). Cell survival in the same growth experiment was measured by colony forming units (CFUs) count and was similar for all yeast strains grown on control medium. By contrast, Onzin and FCR1 expression led to CFU numbers higher than the empty vector after 6 and 8 h of cadmium exposure (Fig. 2c). At later time points, cell survival on cadmium-amended medium was low for all yeast strains (Fig. 2c). Thus, Onzin expression conferred to yeast a cadmium-tolerant phenotype similar to FCR119. Both FCR1 and Onzin expression increased yeast growth exclusively on cadmium-containing medium, indicating a protein function only measurable during cadmium stress.
Both PLAC8 proteins localize to the yeast nucleus
Subcellular localization (Fig. 3) in yeast cells by C-terminal tagging with the Enhanced Green Fluorescent Protein (EGFP) showed that both Onzin and FCR1 co-localized with the Red Fluorescent Protein fused to the nuclear localization signal.
Although there is currently no information on PLAC8 protein localization in fungi (e.g. FCR1 in O. maius), PLAC8 proteins have been localized in plant and mammalian cells. In plants, PCR proteins have been found to associate to the plasma membrane, where they regulate metal transport17,18. More complex is the localization of PLAC8 proteins in mammalian cells, where Onzin in particular has been observed in the nucleus22, in the cytoplasm7,23, in the lysosomal compartment24 or associated to the plasma membrane4,25. Interestingly, Onzin could be dynamically redistributed between the nucleus, the cytoplasm and the plasma membrane depending on the growth conditions and the relative abundance of interacting proteins2. Thus, the nuclear localization of EGFP-tagged Onzin in yeast is not in contrast with observations in mammalian cells. Moreover, the nuclear localization of FCR1 and Onzin would exclude a direct role in metal detoxification based on membrane transport, a possibility already excluded for FCR1 in previous studies19. We therefore investigated possible functions of the two PLAC8 proteins correlated with their nuclear localization.
Both PLAC8 proteins physically interact with Mlh3p and reduce cadmium induced DNA mutations
Cadmium does not damage DNA directly but is mutagenic because it interferes with the cellular response to DNA damage26 and inhibits all major DNA repair pathways, including the mismatch repair (MMR) complex26–28. FCR1 was found to physically interact with Mlh3p, a component of the MMR complex19 and a yeast two hybrid assay confirmed its interaction with the C-terminal region of both the yeast and the O. maius Mlh3p (Supplementary Fig. S2). The same assay revealed a similar, albeit weaker, interaction of Onzin with the C-terminal region of the yeast and the mouse Mlh3 proteins (Supplementary Fig. S2).
Previous experiments using the forward mutation assay at the canavanine-resistance (CAN1) locus did not reveal an influence of FCR1 on the DNA mutation rate under cadmium stress19. However, the CAN1 assay could reveal only small differences between wild-type and a mlh3-defective yeast29. Here, we investigated the influence of FCR1 and Onzin expression on cadmium-induced mutagenicity with the more sensitive yeast lys2::insE-A14 reversion assay, based on the restoration of the open reading frame in a mononucleotide run of 10 adenines within the lys2::insE-A14 allele30. In cells defective of the MMR system, this assay could reveal 10- to 1,000-folds increase in mutations31. On control medium, yeast strains transformed with the empty vector or with the two PLAC8 genes showed no differences in DNA mutation rate (Table 1). As expected, cadmium exposure increased the DNA mutation rate, but expression of both FCR1 and Onzin reduced cadmium-induced DNA mutagenesis about three-folds, when compared with the empty vector (Table 1). FCR1 and Onzin physically interact with Mlh3p, and a mlh3 defective mutant was used to investigate whether reduction in the mutation rate required this protein. As expected28, the mlh3 strain transformed with the empty vector showed a higher background mutation rate both in control medium and in cadmium-amended medium, but expression of FCR1 and Onzin led to a five-fold reduction in the DNA mutation rate when this mutant was exposed to cadmium (Table 1). Thus, cells exposed to cadmium display a reduced DNA mutation rate when they express either FCR1 or Onzin, although the relationship between these two PLAC8 proteins and the MMR complex remains unclear.
Table 1.
Strain | Vector | Treatment | Reversion Rate × 10−5 (confidence intervals) | Fold decrease in mutation ratea | nb |
---|---|---|---|---|---|
WT | pFL61-EV | Control medium | 0,14 (0,30 ÷ 0,09) | 1 | 30 |
pFL61-FCR1 | 0,19 (0,21 ÷ 0,13) | 0,74 | 20 | ||
pFL61-Onzin | 0,18 (0,20 ÷ 0,16) | 0,74 | 20 | ||
WT | pFL61-EV | CdSO4 1 μM | 5,49 (6,10 ÷ 5,00) | 1 | 30 |
pFL61-FCR1 | 1,75 (1,88 ÷ 1,54) | 3,14 | 20 | ||
pFL61-Onzin | 1,92 (1,99 ÷ 1,70) | 2,85 | 20 | ||
mlh3 | pFL61-EV | Control medium | 1,55 (1,88 ÷ 1,03) | 1 | 25 |
pFL61-FCR1 | 1,63 (1,80 ÷ 1,20) | 0,95 | 25 | ||
pFL61-Onzin | 1,57 (1,68 ÷ 1,04) | 0,99 | 25 | ||
mlh3 | pFL61-EV | CdSO4 1 μM | 14,61 (15,11 ÷ 14,01) | 1 | 25 |
pFL61-FCR1 | 2,8 (3,01 ÷ 2,03) | 5,21 | 25 | ||
pFL61-Onzin | 2,55 (2,97 ÷ 2,12) | 5,72 | 25 |
Reversion to Lys+ phenotype was assessed in the wild-type (WT) and mlh3 yeast mutant strains expressing FCR1, Onzin or the empty vector (EV) on both control medium and cadmium-containing medium. ‘n’ column indicates the number of independent cultures tested from at least two independently constructed strains. Median mutation rates are presented as ×10−5 with 95% confidence intervals. Relative mutation rates are compared with the empty vector of the same genetic background strain. aEach median reversion rate was normalized to the empty vector median rate to calculate the fold decrease; bn = number of independent replicates.
Onzin and FCR1 induce similar transcriptomic changes in cadmium-exposed yeast
To identify the pathways transcriptionally regulated in yeast by the two PLAC8 proteins, an RNAseq experiment was performed after 8 h of exposure to 25 μM CdSO4. The diagram in Supplementary Fig. S3 reports the number of transcripts significantly regulated in yeast expressing either FCR1 or Onzin, as compared with the empty vector (log2 fold-change threshold >1 or <−1, adjusted p-value < 0.05). Genes up-regulated by both proteins, indicated as PLAC8 up-regulated genes, represented 68% and 70% of the total number of yeast genes up-regulated by FCR1 and Onzin, respectively. Genes down-regulated by both proteins, indicated as PLAC8 down-regulated genes, represented 59% and 72% of the total number of genes down-regulated by FCR1 and Onzin, respectively. A complete list of FCR1 and Onzin regulated genes is available in the Supplementary Table S1.
“Mitochondrion” and “mitochondrial parts” were the only enriched cellular compartments identified by Gene Ontology (GO) among PLAC8 up-regulated genes, together with biological processes related to the biosynthesis of branched-chain amino acids and molecular functions related to metal ion binding, in particular iron (Supplementary Table S2). Consistently with these GO data, PLAC8 up-regulated genes were involved in several mitochondrial pathways. “Plasma membrane” was the cellular compartment enriched in PLAC8 down-regulated genes, together with molecular functions such as ions, amino acids and sugars transport, and iron homeostasis (Supplementary Table S2).
Onzin and FCR1 do not activate antioxidant responses to cadmium
Although cadmium is unable to generate free radicals directly, cadmium exposure induces the production of reactive oxygen species (ROS). Activation of antioxidative enzymes and metabolites is therefore a common cell response that could reduce cadmium toxicity32. However, none of the PLAC8 up-regulated genes in our transcriptomic analysis (Supplementary Table S1) coded for proteins involved in ROS scavenging (e.g. superoxide dismutases or enzymes involved in glutathione metabolism). These data confirm previous experiments suggesting that FCR1 does not confer cadmium tolerance by increasing the antioxidative cell potential19.
The most PLAC8 up-regulated gene was ALD5, coding for a mitochondrial K+-activated aldehyde dehydrogenase (ALDH). In yeast, ALDHs have a distinct role in the antioxidant cell responses because they maintain redox balance by supplying reducing equivalents in the form of NADH and NADPH33. However, Ald5p seems to play only a minor role as ALDH, because an ald5 mutant retained 80% of K+-activated ALDH activity34. ALD4, the major K+-activated mitochondrial ALDH, as well as the cytosolic ALD6, were both PLAC8 down-regulated genes (Supplementary Table S1). Kurita & Nishida34 showed a more important role of mitochondrial Ald5p in the regulation or the biosynthesis of electron transport chain components. We therefore measured total cellular respiration in the yeast strain W303-1B transformed with Onzin, FCR1 or the empty vector. The results (Supplementary Fig. S4) indicate that the overall oxygen consumption was slightly increased (about 10%) in the PLAC8-expressing strains, irrespective of CdSO4 exposure. Overall, the transcriptomic data suggest that the two PLAC8 proteins did not reduce cadmium toxicity and mutagenicity simply by increasing the cell antioxidative response.
Both PLAC8 proteins induce iron-dependent pathways for leucine and iron-sulfur cluster biosynthesis
The PLAC8 up-regulated genes included key genes involved in amino acid biosynthesis, such as arginine, histidine, methionine and threonine (Supplementary Table S1), but one of the most represented pathways was the super-pathway of leucine, isoleucine, and valine biosynthesis (Supplementary Table S2, Fig. 4). PLAC8 up-regulated genes included ILV2, ILV3, ILV5 and BAT1, involved in common reactions of branched-chain amino acids (BCAAs) biosynthesis, and genes specific for the leucine pathway (LEU1, LEU2, LEU4, LEU9 and OAC1). Oac1p, a mitochondrial oxaloacetate transporter, catalyzes the export to the cytoplasm of α-isopropylmalate, an intermediate of leucine biosynthesis produced inside the mitochondrion35. Together with GDH1, encoding a major enzyme for ammonia assimilation in S. cerevisiae, all these PLAC8 up-regulated genes are established or potential members of the Leu3p regulon36, which is transcriptionally regulated by Leu3p. Leucine is one of the most conserved and potent TORC1 (target of rapamycin complex 1) activating growth signals (Fig. 4). TORC1 is a protein complex, conserved throughout Eukaryotes, that functions as a master regulator of cell proliferation, survival and growth37.
Two PLAC8 up-regulated genes of the Leu3p regulon, the acetohydroxyacid reductoisomerase ILV5 and the BCAA aminotransferase BAT1 have an additional transcriptional control by Tpk1p, a subunit of yeast protein kinase A, thought to have a role in controlling mitochondrial iron homeostasis38.
The mitochondrion plays a focal role in iron metabolism because is a major generator of heme and Iron-Sulfur Cluster (ISC) cofactors39. ISC are among the most ancient and versatile cofactors of proteins involved in many cellular processes such as respiration, DNA synthesis and repair, metabolite biosynthesis, and oxygen transport catalysis40–43. Biogenesis of the ISC in Eukaryotes is a highly conserved process that involves the mitochondrial ISC assembly machinery (IAM in Fig. 4), an export system from the mitochondrion and the cytosolic ISC assembly (CIA) machinery, required for cytoplasmic and nuclear ISC-containing enzymes42. PLAC8 up-regulated genes included ISU244 and DRE245, coding for essential proteins in the mitochondrial and the cytosolic ISC assembly machineries, respectively (Supplementary Table S1, Fig. 4).
Notably, mitochondrial ISC synthesis in yeast is tightly regulated by the leucine biosynthetic pathway46. Leu1p in particular is an abundant cytoplasmic ISC-containing enzyme46 and a key regulator of the mitochondrial-cytoplasmic ISC balance47. Leu1p activity is also used as a marker of ISC enzyme biogenesis48. Leu1p shares high homology to the iron regulatory protein Irp1 in mammalian cells, suggesting an influence on iron metabolism within the cell49. Iron deficiency is thought to influence the pathway of leucine biosynthesis by reducing the activities of multiple ISC-containing enzymes, including Leu1p and Ilv3p50.
Overall, the transcriptomic data clearly showed that cadmium-exposed yeast cells expressing PLAC8 proteins up-regulated leucine and ISC biosynthesis, two iron-dependent pathways that involve the mitochondrion.
Expression of both PLAC8 proteins in yeast does not modify intracellular iron content
A correlation between iron homeostasis and cadmium response has been demonstrated by genome-wide screening of S. cerevisiae deletion mutant collections because many cadmium-sensitive mutants were affected in genes related to iron homeostasis51,52. Cadmium interferes with iron homeostasis by reducing iron uptake, and iron addition can rescue cadmium-sensitivity of yeast mutants51 and increase cadmium tolerance of S. cerevisiae53. Moreover, cadmium exposure was found to stimulate the expression of several yeast genes related to iron uptake54.
The “iron regulon” comprises ca. 30 genes mostly involved in iron acquisition, activated upon iron deficiency by the iron-sensing transcription factors Aft1p and Aft2p50. Several PLAC8 down-regulated genes (Supplementary Table S1) are known members of the yeast iron regulon, like the high affinity iron uptake system (FET3 and FTR1), components of the siderophore transport system (FIT2 and FIT3, SIT1, alias ARN3), and the mRNA-binding protein TIS11 (alias CTH2). Cadmium-exposed yeast cells transformed with the empty vector up-regulated all these genes, thus suggesting that they experience a condition of iron depletion, as compared with PLAC8-expressing yeasts. To verify whether FCR1 and Onzin conferred cadmium tolerance by increasing the amount of intracellular iron, we measured total iron content in yeast cells exposed to cadmium for 8 h to 25 μM CdSO4, the same conditions used for the transcriptomic experiment. Irrespective of the intracellular Cd-concentration, we found no statistical differences in total iron content of yeast cells expressing FCR1, Onzin or the empty vector (Supplementary Table S3). Although it is still possible that different cell compartments may experience different iron concentrations, these results indicate that down-regulation of the iron regulon in the PLAC8-expressing yeasts does not simply reflect increased iron content. Down-regulation of the iron regulon is a consequence of dissociation from target DNA of the transcriptional activator Aft1p55. Interestingly, ISC have been involved in the dissociation of Aft1p from its target promoters under iron sufficiency in S. cerevisiae55. Chen and colleagues56 also demonstrated that inhibition of ISC biosynthesis induced the iron regulon in spite of high cytosolic iron levels. Thus, we may speculate that the up-regulated expression of ISC biosynthetic genes in the two PLAC8-expressing yeast strains may down-regulate transcription of the iron regulon.
The cadmium tolerant PLAC8 phenotype requires Dun1p
Although the phenotype of Onzin and FCR1-expressing yeast exposed to cadmium included increased growth (Fig. 2) and reduced DNA mutation rate (Table 1), no genes specifically related to cell cycle control or DNA damage repair could be identified among the PLAC8-regulated transcripts. Of course, we cannot exclude a post-transcriptional regulation of these pathways, but our transcriptomic data suggest other possible scenarios.
Several proteins involved in DNA synthesis and repair contain ISC cofactors, including replicative DNA polymerases and primase, DNA helicases, nucleases, glycoylases and demethylases57,58. An interesting mechanism proposed by Arnold and colleagues59, named DNA charge transport, suggests that DNA processing enzymes containing the ISC cofactor may use electrons released from redox active iron to rapidly and efficiently scan DNA over long molecular distances for mismatches and damages. It is therefore not surprising that impairments in the mitochondrial or the cytosolic ISC assembly machineries are connected with nuclear genomic instability60,61. We could speculate that yeast cells expressing PLAC8 proteins may increase their survival because, by up-regulating the ISC biosynthetic machinery, they provide enzymes involved in DNA damage repair with essential cofactors. These active enzymes would more effectively reduce the high DNA mutation rate caused by cadmium (Table 1). Interestingly, Mms19, a late-acting CIA component likely implicated in the delivery of ISC into nuclear and cytosolic apoproteins58, was found to be necessary to Schizosaccharomyces pombe to grow on cadmium62.
Experimental evidence supports specific relationships between ISC biosynthesis and DNA damage repair. Nuclear DNA damage activates at least two different signalling pathways that converge at Dun1p, a protein kinase that controls the DNA damage response in yeast63. Dun1p then activates ribonucleotide reductases at multiple levels58, thus leading to increased biosynthesis of dNTPs, needed for DNA repair64. Dysfunctions in ISC-targeting factors, which are not required for the biogenesis of ISC but act specifically for transferring ISC to mitochondrial target apoproteins, activate a DNA damage checkpoint mediated by the Mec1p–Chk1p–Dun1p signalling transduction pathway65. By contrast, dysfunctions of the core mitochondrial ISC assembly machinery induce a second pathway involving a Mec1p-independent activation of Dun1p64,65.
Thus, Dun1p (but not Mec1p) is a central actor in the activation of the DNA damage checkpoint induced by dysfunctions of the ISC assembly machinery65. Abbà and colleagues19 previously demonstrated that Dun1p is necessary for the cadmium tolerant phenotype of FCR1 in a Mec1p-independent pathway. In this study, we found that Dun1p was also required for the cadmium tolerant phenotype of Onzin-expressing yeast (Fig. 5). Thus, in the presence of nuclear DNA damage caused by cadmium, both PLAC8 proteins seems to activate a Dun1p-dependent DNA damage checkpoint pathway similar to the one described by Pijuan et al.65 and Sanvisens et al.64.
Ancestral functions of PLAC8-containing proteins?
PLAC8 domain containing genes represent a unique gene family21 widely distributed in Eukaryotes. The PLAC8 proteins characterized so far are assigned two alternative functions, either in heavy metal resistance or as cell growth regulators. In this work, we showed that Onzin, the reference protein for PLAC8 cell growth regulators2, could induce cadmium resistance in S. cerevisiae, demonstrating that these two functions are not mutually exclusive. Both functions were also found for the rice OsPCR1 that, with different acronyms, was reported as cell growth regulator and able to confer cadmium-resistance16,66.
S. cerevisiae is a simple eukaryotic system where we could likely unravel ancestral functions of PLAC8 proteins. Indeed, the expression of FCR1 and Onzin induced ancient and conserved pathways that play a central role in maintaining DNA integrity and cell growth, the two phenotypes observed in yeast cells exposed to cadmium. In particular, components of the mitochondrial ISC biosynthetic machinery are highly conserved from yeast to humans, and most of them were inherited from prokaryotes67.
In the evolution of multicellular organisms, PLAC8 proteins were likely involved in more intricate interacting networks, thus leading to complex organism, tissue, cell and physiological context-dependent phenotypes, such as those observed in mammals. We don’t know how these PLAC8-interacting networks originated and how they evolved. In addition to iron homeostasis, components of the leucine biosynthetic pathway are involved in regulatory functions related to general cell growth and metabolism, and the mitochondrial BCAA transaminase Bat1p is particularly interesting because it shows striking sequence similarity to the mammalian protein Eca39, a known target for c-Myc regulation68,69. Myc proteins are involved in cell proliferation and differentiation in vertebrates70 but they likely evolved before animal divergence71. Although Myc proteins have not been found in yeast, a shortened G1 stage was observed in bat1 yeast mutants72. Thus, in addition to a role in BCAA biosynthesis and ISC translocation, Bat1p is also involved in cell cycle regulation. It is intriguing that Onzin, another known target of c-Myc activity in mammals2,25, increased cell survival and growth in the presence of cadmium by modulating the same conserved biosynthetic pathways.
In conclusion, our data clearly demonstrate that two PLAC8 proteins with different described functions in taxonomically distant organisms induced the same phenotype when expressed in S. cerevisiae, suggesting a common ancestral function. Having identified some processes and pathways regulated by both PLAC8 proteins, the two main functions ascribed to these proteins (i.e. increased cadmium tolerance and regulation of cell proliferation) appear more related, as they could be both linked to leucine and ISC biosynthesis. Although this hypothesis requires further investigations, our results open new perspectives on the role of the PLAC8 protein domain in Eukaryotes and provide guidelines to explore in more details the exact role of the PLAC8 domain in the activation of important biological processes that ensure nuclear DNA integrity during cell division and metal stress responses.
Methods
Yeast strains and growth conditions
All yeast strains used in this work are listed in the Supplementary Table S4. EAY1269 wild type strain was kindly provided by Prof. Eric Alani (Cornell University, Ithaca, NY, USA). Yeast strains were grown at 30 °C on Yeast Extract Peptone medium (YP) supplemented with 2% (W/v) glucose (YPD). Yeasts transformed with episomal plasmids were grown at 30 °C on Yeast Nitrogen Base (YNB) medium supplemented with essential amino acids and either 2% (W/v) glucose (YNB-D) or 2% (W/v) galactose (YNB-Gal). All reagents were purchased from Sigma-Aldrich. Yeasts were transformed according to Gietz & Woods73. Transformation was confirmed by colony-PCR as described by Sambrook & Russell74 with FL1 and FL2 primers (Supplementary Table S5). Strains transformed with pFL61-derived vectors were grown in medium lacking uracil. Yeasts co-transformed with pMS207 vector were grown in medium lacking leucine also. Media and growth conditions for Yeast Two Hybrid were prepared as previously described19.
Protein sequences alignment
The protein alignment was performed using the Phylogeny.fr platform75. Sequences were aligned with MUSCLE (v3.8.31) configured for highest accuracy (MUSCLE with default settings).
Spot dilution assay
Spot dilution assays were used to monitor cell growth at various cadmium concentrations and were conducted as previously described19, with the following modifications: for all conditions, overnight yeast cultures were diluted to OD600 = 0.1 and cultured at 30 °C until OD600 = 0.2. Subsequently, 4 μl of serial dilutions (ranging from 5 × 107 to 5 × 102 cells/ml) of each strain were spotted onto control or cadmium-amended YNB-D medium and incubated at 30 °C for 4 days.
Determination of cadmium half inhibitory concentration (IC50)
One clone of each EAY1269 yeast strain (transformed with the empty vector or expressing FCR1 or Onzin or OnzinΔ28–38) was inoculated in 5 ml YNB-D medium and incubated at 30 °C overnight. The following morning, each pre-inoculum was diluted in fresh YNB-D medium at optical density OD600 = 0.1, and poured in 96-well plates. The cultures were amended with increasing concentrations CdSO4 (from 0 to 400 µM), incubated at 30 °C and 150 rpm, and the OD600 was measured by using a microplate reader (TECAN) after 24 hours. The experiment was independently replicated 3 times, with 5 technical replicates per concentration and per clone (n = 15). IC50 values, representing the Cd concentration causing a 50% of inhibition of the yeast growth, were calculated using the ED50 Plus v1.0 available on line, and previously utilized and validated76. Supplementary Fig. S1 shows the distribution of the data from the three experiments, with standard deviation. Different letters indicate statistically different results (p < 0.05). Single data from the three experiments, Shapiro Wilk test for normal distribution, p-values calculated by applying the ANOVA with Tukey as post-hoc test are available in the Supplementary Data S1. All the statistics were performed using PAST77.
Growth curve and cell viability assay
For the growth curve assay, three clones of each EAY1269 yeast strain (transformed with the empty vector or expressing FCR1 or Onzin) were inoculated in 5 ml YNB-D medium and incubated at 30 °C overnight. The following morning, each pre-inoculum was diluted to 50 mL in fresh YNB-D medium at optical density OD600 = 0.1, and split into two sterile flasks, one amended with 25 µM cadmium sulphate and the other left unamended. The optical density of cadmium-treated and control cultures was measured after 2, 4, 6, 8, 10, and 24 h of incubation at 30 °C. The data were tested for normal distribution with the Shapiro Wilk test (p-value > 0.05) and the ANOVA was applied with Tukey as post-hoc test. Single data and the calculated p-value for data at 6 and 8 hours are shown in the Supplementary Data S2. Figure 2b shows the result of a single experiment (n = 3) that is representative of three independently repeated experiments, each one based on n = 3 or n = 5 biological replicates, and the raw data obtained after 8 h of incubation from the three experiments are reported in the Supplementary Data S3.
To evaluate the number of viable yeast cells during growth in liquid culture, the number of Colony Forming Units (CFU) was measured by plating 100 μL of the appropriate dilutions (based on the initial OD600) onto standard YNB-D medium after 6, 8, 10 and 24 h of growth in control or cadmium-amended liquid YNB-D. Figure 2c reports the distribution of n = 6 biological replicates for the time-points 6, 10 and 24 h and n = 3 biological replicates for the 8 h time-point, obtained in two independent experimental repetitions. Single data, Shapiro Wilk test for normal distribution, p-values calculated by applying the ANOVA with Tukey as post-hoc test are reported in the Supplementary Data S4.
Onzin coding sequence isolation and expression in yeast
All oligonucleotide sequences are listed in Supplementary Table S5. cDNA corresponding to Mus musculus Onzin CDS was synthesized with Qiagen OneStep RT-PCR Kit (Qiagen, Venlo, Netherlands) using total RNA from mouse blood and Not_Onzin1f/Not_Onzin2r primers which carry NotI restriction site at the 5′ end. PCR program was as follows: 60 s at 98 °C for 1 cycle; 10 s at 94 °C, 30 s at 60 °C, 40 s at 72 °C for 35 cycles; 10 min at 72 °C for 1 cycle. Amplified DNA was digested with NotI restriction enzyme and cloned into the pFL61 Vector. Sequence as well as direction of the inserted gene were assessed by PCR and sequencing using primers FL1 and Not_Onzin2r. This vector was named pFL61-Onzin. The mutant allele OnzinΔ28−38 was obtained using a two-round mutagenesis PCR. In the first round, the 5′ end of the sequence was amplified with primers Not_Onzin1f/Onzindel_r while the 3′ end was amplified using primers Onzindel_f/Not_Onzin2r using Thermo Phusion High Fidelity DNA Polymerase (Thermo, Waltham, MA, USA). PCR program was as follows: 30 s at 98 °C for 1 cycle; 10 s at 98 °C, 30 s at 62 °C, 20 s at 72 °C for 35 cycles; 10 min at 72 °C for 1 cycle. In the second round of PCR, the two purified products from the first amplification where used as template for a fusion−PCR using primers Not_Onzin1f /Not_Onzin2r and the same enzyme used before. PCR conditions were as follows: 30 s at 98 °C for 1 cycle; 10 s at 98 °C, 40 s at 62 °C, 20 s at 72 °C for 35 cycles; 10 min at 72 °C. The PCR product was then digested with the restriction enzyme NotI, ligated into the plasmid pFL61 previously digested with the same enzyme and cloned into E. coli. Transformed colonies were screened by colony PCR with primers FL1/Not_Onzin2r and positive plasmids were sequenced with primers FL1 and FL2 to confirm the construct sequence. The pFL61-FCR1 construct has been obtained in a previous work19.
Synthesis of EGFP-tagged Onzin construct and microscopy observations
Construction of C-terminal Enhanced Green Fluorescent Protein (EGFP) tag of Onzin was performed by amplifying the Onzin cDNA with primers HindIII_Onzin_f/XmaI_Onzin_r, carrying HindIII and XmaI restriction sites and by removing the CDS stop codon. The DNA obtained was then digested and directionally ligated in a previously digested (with the same enzymes) pEGFP-N1 vector and cloned into E. coli. Colony PCR with primers HindIII_Onzin_f/Not_EGFP_r was used to identify and purify the right construct which was then confirmed by sequencing with the same primers. To express Onzin-EGFP gene in yeast cells, the purified construct was used as template for a second PCR with primers Not_Onzin1f/Not_EGFP_r and the PCR product was digested with NotI enzyme, ligated in pFL61 plasmid previously digested with the same enzyme and cloned in E. coli. Colony PCR using primers Not_Onzin1f/FL2 was used to confirm size and 5′-3′ orientation of the construct. This vector was called pFL61-Onzin-EGFP. The pFL61-FCR1-EGFP construct has been obtained in a previous work19.
Yeast cells expressing an inducible tomato protein carrying a nuclear localization signal (NLS)-RFP (plasmid pMS207, courtesy of prof. Maya Schouldiner, Weizmann Institute, Rehovot, Israel) were transformed either with the plasmid carrying the constitutive Onzin-EGFP tagged construct (pFL61-Onzin-EGFP) or with the plasmid carrying the FCR1-EGFP tagged construct. Double transformants were grown overnight with galactose as the sole carbon source (YNB-Gal). The localization of EGFP-tagged and RFP-tagged proteins was observed on a Leica TCS SP2 confocal microscope, using a long-distance 40X water-immersion objective (HCX Apo 0.80). For EGFP visualization, an Argon laser band of 488 nm was used for excitation and the emission window was recorded between 500 and 525 nm, while for the RFP-tagged protein a laser light of 554 nm was used, and an emission window of 581 nm.
Yeast-Two-Hybrid
The yeast two-hybrid assay was performed using the DupLEX-A yeast system (Origene Technologies, Rockville, MD, USA) as described in previous work19. The MmOnzin coding sequence was cloned in frame with the DNA binding domain of LexA into the pEG202 vector using primers Eco_MmOnzin_f/Not_Onzin2r. The C-terminal region of MLH3 from Mus musculus was isolated with Qiagen OneStep RT-PCR Kit (Qiagen, Venlo, The Netherlands) using total RNA from mouse blood and primers Eco_MmMLH3_f/Eco_MmMLH3_r, then cloned downstream in frame with the activator domain of B42 into the pEG202 vector. Sequence and orientation were confirmed by colony-PCR and Sanger sequencing. All the other vectors and strains used in the yeast-two-hybrid assay were generated in previous work19.
Lys+ reversion assay
EAY1269 strains (transformed with the empty vector or expressing FCR1 or Onzin) were analyzed for reversion to the Lys+ phenotype according to Tran et al.30. Cells were cultured in YNB-D for 24 hrs at 30 °C and 150 rpm shaking with or without 1 μM CdSO4, a concentration that did not influence cell growth in 24 hrs. At the end of the incubation, 100 μl of the appropriate dilution were plated on normal and Lys− dropout medium. Colonies were counted after four days. At least n = 20 independent biological replicates for each strain and condition were analyzed (reported in Table 1). Reversion rates were determined as previously described78. Confidence intervals of 95% were determined as described by Dixon & Massey79. Each median reversion rate was normalized to the empty vector median rate to calculate the fold increase in mutation rate.
RNAseq analysis
EAY1269 cells expressing Onzin, FCR1 or transformed with the empty vector (pFL61) were grown in three biological replicates (n = 3), as described for the growth curve, on YNB-D with 25 μM CdSO4. After 8hrs, cells were harvested by centrifugation, washed with sterile water and frozen in liquid nitrogen. Total RNA was extracted in a CTAB-based extraction buffer (2% CTAB, 2% PVP, 100 mM Tris-HCl pH 8, 25 mM EDTA, 2 M NaCl, 2% β-mercaptoethanol, 1% (W/v) PVPP). The homogenates were incubated 5 min at 65 °C, extracted twice in chloroform:isoamyl alcohol 24:1 (v/v), precipitated with an equal volume of LiCl 10 M (on-ice over-night precipitation), resuspended in an SSTE buffer (1 M NaCl, 0.5% (W/v) SDS, 10 mM Tris-HCl pH 8, 1 mM EDTA), extracted with phenol:chloroform:isoamyl alcohol 25:24:1 (v/v/v), extracted in chloroform:isoamyl alcohol 24:1 (v/v), precipitated with 100% ethanol (2 hrs, −20 °C), washed in 80% ethanol and resuspended in DEPC-treated water. The quantity and quality of the extracted RNA was evaluated with a 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA). The mRNA was sequenced by Illumina technology with Hiseq. 2000, raw reads of 50 NTs were firstly assessed for their quality using FastQC and then mapped on S. cerevisiae S288C genome with Burrows-Wheeler Aligner80. Resulting BAM files were processed using SAMtools81. Only reads with phred score greater than 15 were considered in the analysis. The genome sequence and annotation files were obtained from SGD database (http://www.yeastgenome.org). The differential gene expression was assessed with DESeq package82, retaining only genes with FDR- corrected p-value < 0.1. Genes with read counts equal to zero in all replicates of at least one experimental condition were excluded from the analysis. The fold change was calculated with respect to the empty-vector expressing strain and genes with log2 fold-change >1 or <−1 and with adjusted p-value < 0.05 were considered respectively up- or down-regulated by the PLAC8 proteins. Gene Ontology and pathway enrichment were evaluated using DAVID Bioinformatics Resources 6.8 and Saccharomyces Genome Database83,84.
Respiratory activity
Yeast cells were cultured over night at 28 °C in YNB medium supplemented with 0.6% glucose, then cells were treated for 4 hrs with up to 200 µM CdSO4. Oxygen consumption rate was measured at 30 °C using a Clark-type oxygen electrode (Oxygraph System Hansatech Instruments England) with 1 mL of air-saturated respiration buffer (0.1 M phthalate–KOH, pH 5.0), 0.5% glucose. The experiment was independently performed twice (n = 2), with one biological replicate per sample.
Metal content analysis
The EAY1269 yeast strains, transformed with the empty vector or expressing either FCR1 or Onzin, were inoculated in 5 ml YNB-D medium and incubated at 30 °C overnight. The following morning, each pre-inoculum was diluted to 50 mL of the control YNB-D medium, or in the same medium supplemented with 25 μM CdSO4. Five different clones were used for each transformant, per each experimental condition (n = 5). Yeast cultures were harvested after 8 h and centrifuged at 4000 rpm for 5 min. Cells were washed three times with 10 mM EDTA in 50 mM Tris–HCl buffer (pH 6.5), and with milli-Q water. Finally, samples were dried at 60 °C for 2 days, and subsequently mineralized with 1 ml HNO3 6 M in a bath at 90 °C for 1 h. After dilution to a final concentration of 1 M HNO3, the metal content was determined using Induced Coupled Plasma (ICP-OES Optima 7000 DV, Perkin Elmer). Controls made up of milli-Q water and nitric acid 1 M. Different letters indicate significant differences between samples (p < 0.05). The raw data and exact p-values are reported in the Supplementary Data S5. Normality of data was assessed by Shapiro Wilk test and pairwise differences have been calculated by the ANOVA with Tukey as post-hoc test. When normal distribution was not confirmed, the Mann-Whitney test for differences in the medians was used instead of the ANOVA.
Supplementary information
Acknowledgements
We thank Simona Abbà (Institute for Sustainable Plant Protection of the National Research Council of Italy, IPSP-CNR, Turin, Italy) for Onzin gene isolation and support through the project, Eric Alani (Cornell University, Ithaca, NY, USA) for providing the EAY1269 strain and technical support with the Lys2+ reversion assay, and Maya Schuldiner (Weizmann Institute of Sciences, Rehovot, Israel) for the pMS207 vector and technical support in the FCR1 and Onzin cellular localization.
Author Contributions
The project was initially conceived by L.D.V. and S.P. Yeast growth, spot assay, microscopy observations and RNA extractions have been performed by L.D.V. and S.D. Yeast-two-hybrid and DNA mutation experiments were carried out by L.D.V. Experiments on mitochondrial functions were carried out by C.D. and T.L. Transcriptomic data were processed by L.P., L.D.V. and S.D. IC50 assay and ICP measurement of iron content were carried out by S.D. and E.M. The manuscript was largely written by S.P., L.D.V. and S.D. with contributions made by all the other authors.
Data Availability
All relevant data are within the manuscript and its Supporting Information files. The RNAseq data from this publication have been deposited to the SRA database, have been assigned the identifier SRP145576 (BioProject PRJNA471239) and will be available after acceptance.
Competing Interests
The authors declare no competing interests.
Footnotes
Publisher’s note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Stefania Daghino and Luigi Di Vietro contributed equally.
Supplementary information
Supplementary information accompanies this paper at 10.1038/s41598-019-43136-3.
References
- 1.Galaviz-Hernandez C, et al. Plac8 and Plac9, novel placental-enriched genes identified through microarray analysis. Gene. 2003;309(2):81–89. doi: 10.1016/S0378-1119(03)00508-0. [DOI] [PubMed] [Google Scholar]
- 2.Rogulski K, et al. Onzin, a c-Myc-repressed target, promotes survival and transformation by modulating the Akt-Mdm2-p53 pathway. Oncogene. 2005;24(51):7524–7541. doi: 10.1038/sj.onc.1208897. [DOI] [PubMed] [Google Scholar]
- 3.Wu SF, et al. The downregulation of onzin expression by PKC epsilon-ERK2 signaling and its potential role in AML cell differentiation. Leukemia. 2010;24(3):544–551. doi: 10.1038/leu.2009.280. [DOI] [PubMed] [Google Scholar]
- 4.Kaistha BP, et al. PLAC8 localizes to the inner plasma membrane of pancreatic cancer cells and regulates cell growth and disease progression through critical cell-cycle regulatory pathways. Cancer Res. 2016;76(1):96–107. doi: 10.1158/0008-5472.CAN-15-0216. [DOI] [PubMed] [Google Scholar]
- 5.Zou L, et al. Down-regulated PLAC8 promotes hepatocellular carcinoma cell proliferation by enhancing PI3K/Akt/GSK3β/Wnt/β-catenin signaling. Biomed Pharmacother. 2016;84:139–146. doi: 10.1016/j.biopha.2016.09.015. [DOI] [PubMed] [Google Scholar]
- 6.Lee CL, et al. Discovery of genes from feces correlated with colorectal cancer progression. Oncology Lett. 2016;12(5):3378–3384. doi: 10.3892/ol.2016.5069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Li C, et al. Excess PLAC8 promotes an unconventional ERK2-dependent EMT in colon cancer. J Clin Invest. 2014;124(5):2172–2187. doi: 10.1172/JCI71103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Jimenez-Preitner M, Berney X, Thorens B. Plac8 is required for white adipocyte differentiation in vitro and cell number control in vivo. PLoS One. 2012;7(11):e48767. doi: 10.1371/journal.pone.0048767. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Mourtada-Maarabouni M, Watson D, Munir M, Farzaneh F, Williams GT. Apoptosis suppression by candidate oncogene PLAC8 is reversed in other cell types. Curr Cancer Drug Targets. 2013;13(1):80–91. doi: 10.2174/156800913804486584. [DOI] [PubMed] [Google Scholar]
- 10.Cong B, Tanksley SD. FW2.2 and cell cycle control in developing tomato fruit: a possible example of gene co-option in the evolution of a novel organ. Plant Mol Biol. 2006;62(6):867–880. doi: 10.1007/s11103-006-9062-6. [DOI] [PubMed] [Google Scholar]
- 11.Dahan Y, Rosenfeld R, Zadiranov V, Irihimovitch V. A proposed conserved role for an avocado FW2.2-like gene as a negative regulator of fruit cell division. Planta. 2010;232(3):663–676. doi: 10.1007/s00425-010-1200-3. [DOI] [PubMed] [Google Scholar]
- 12.De Franceschi P, et al. Cell number regulator genes in Prunus provide candidate genes for the control of fruit size in sweet and sour cherry. Mol Breed. 2013;32(2):311–326. doi: 10.1007/s11032-013-9872-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Li Z, He C. Physalis floridana Cell Number Regulator1 encodes a cell membrane-anchored modulator of cell cycle and negatively controls fruit size. J Exp Bot. 2015;66(1):257–270. doi: 10.1093/jxb/eru415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Tian J, et al. Cloning, localization and expression analysis of two fw2.2-like genes in small- and large-fruited pear species. J Integr Agric. 2016;15(2):282–294. doi: 10.1016/S2095-3119(15)61075-9. [DOI] [Google Scholar]
- 15.Guo M, et al. Cell Number Regulator1 affects plant and organ size in maize: implications for crop yield enhancement and heterosis. Plant Cell. 2010;22(4):1057–1073. doi: 10.1105/tpc.109.073676. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Xu J, et al. Molecular characterization and functional analysis of “fruit-weight 2.2-like“ gene family in rice. Planta. 2013;238(4):643–655. doi: 10.1007/s00425-013-1916-y. [DOI] [PubMed] [Google Scholar]
- 17.Song WY, et al. A novel family of cys-rich membrane proteins mediates cadmium resistance in Arabidopsis. Plant Physiol. 2004;135(2):1027–1039. doi: 10.1104/pp.103.037739. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Song WY, et al. Arabidopsis PCR2 is a zinc exporter involved in both zinc extrusion and long-distance zinc transport. Plant Cell. 2010;22(7):2237–2252. doi: 10.1105/tpc.109.070185. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Abbà S, et al. A PLAC8-containing protein from an endomycorrhizal fungus confers cadmium resistance to yeast cells by interacting with Mlh3p. Nucleic Acids Res. 2011;39(17):7548–7563. doi: 10.1093/nar/gkr336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Di Vietro L, Daghino S, Abbà S, Perotto S. Gene expression and role in cadmium tolerance of two PLAC8-containing proteins identified in the ericoid mycorrhizal fungus Oidiodendron maius. Fungal Biol. 2014;118(8):695–703. doi: 10.1016/j.funbio.2014.04.011. [DOI] [PubMed] [Google Scholar]
- 21.Cabreira-Cagliari C, et al. Revising the PLAC8 gene family: from a central role in differentiation, proliferation, and apoptosis in mammals to a multifunctional role in plants. Genome. 2018;61(12):857–865. doi: 10.1139/gen-2018-0035. [DOI] [PubMed] [Google Scholar]
- 22.Jimenez-Preitner M, et al. Plac8 is an inducer of C/EBPβ required for brown fat differentiation, thermoregulation, and control of body weight. Cell Metab. 2011;14(5):658–70. doi: 10.1016/j.cmet.2011.08.008. [DOI] [PubMed] [Google Scholar]
- 23.Min L, et al. Expression of placenta-specific 8 in human oocytes, embryos, and models of in vitro implantation. Fertility and Sterility. 2016;106:781–789. doi: 10.1016/j.fertnstert.2016.05.018. [DOI] [PubMed] [Google Scholar]
- 24.Kinsey C, et al. Plac8 links oncogenic mutations to regulation of autophagy and is critical to pancreatic cancer progression. Cell Reports. 2014;7:1143–1155. doi: 10.1016/j.celrep.2014.03.061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Li Y, Rogulski K, Zhou Q, Sims PJ, Prochownik EV. The negative c-Myc target onzin affects proliferation and apoptosis via its obligate interaction with phospholipid scramblase. Mol Cell Biol. 2006;26(9):3401–3413. doi: 10.1128/MCB.26.9.3401-3413.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Hartwig A. Mechanisms in cadmium-induced carcinogenicity: recent insights. Biometals. 2010;23(5):951–960. doi: 10.1007/s10534-010-9330-4. [DOI] [PubMed] [Google Scholar]
- 27.Jin YH, et al. Cadmium is a mutagen that acts by inhibiting mismatch repair. Nat Genet. 2003;34(3):326–329. doi: 10.1038/ng1172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Giaginis C, Gatzidou E, Theocharis S. DNA repair systems as targets of cadmium toxicity. Toxicol Appl Pharmacol. 2006;213(3):282–290. doi: 10.1016/j.taap.2006.03.008. [DOI] [PubMed] [Google Scholar]
- 29.Flores-Rozas H, Kolodner RD. The Saccharomyces cerevisiae MLH3 gene functions in MSH3-dependent suppression of frameshift mutations. Proc Natl Acad Sci USA. 1998;95(21):12404–12409. doi: 10.1073/pnas.95.21.12404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Tran HT, Keen JD, Kricker M, Resnick MA, Gordenin DA. Hypermutability of homonucleotide runs in mismatch repair and DNA polymerase proofreading yeast mutants. Mol Cell Biol. 1997;17(5):2859–2865. doi: 10.1128/MCB.17.5.2859. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Greene CN, Jinks-Robertson S. Frameshift intermediates in homopolymer runs are removed efficiently by yeast mismatch repair proteins. Mol Cell Biol. 1997;17(5):2844–2850. doi: 10.1128/MCB.17.5.2844. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Cuypers A, et al. Cadmium stress: an oxidative challenge. Biometals. 2010;23(5):927–940. doi: 10.1007/s10534-010-9329-x. [DOI] [PubMed] [Google Scholar]
- 33.Singh S, et al. Aldehyde dehydrogenases in cellular responses to oxidative/electrophilic stress. Free Radic Biol Med. 2013;56:89–101. doi: 10.1016/j.freeradbiomed.2012.11.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Kurita O, Nishida Y. Involvement of mitochondrial aldehyde dehydrogenase ALD5 in maintenance of the mitochondrial electron transport chain in Saccharomyces cerevisiae. FEMS Microbiol Lett. 1999;181(2):281–287. doi: 10.1111/j.1574-6968.1999.tb08856.x. [DOI] [PubMed] [Google Scholar]
- 35.Marobbio CM, Giannuzzi G, Paradies E, Pierri CL, Palmieri F. alpha-Isopropylmalate, a leucine biosynthesis intermediate in yeast, is transported by the mitochondrial oxalacetate carrier. J Biol Chem. 2008;283(42):28445–28453. doi: 10.1074/jbc.M804637200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kohlhaw GB. Leucine biosynthesis in fungi: entering metabolism through the back door. Microbiol Mol Biol Rev. 2003;67(1):1–15. doi: 10.1128/MMBR.67.1.1-15.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Bar-Peled L, Sabatini DM. Regulation of mTORC1 by amino acids. Trends Cell Biol. 2014;24:400–406. doi: 10.1016/j.tcb.2014.03.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Robertson LS, Causton HC, Young RA, Fink GR. The yeast A kinases differentially regulate iron uptake and respiratory function. Proc Natl Acad Sci USA. 2000;97:5984–5988. doi: 10.1073/pnas.100113397. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Richardson DR, et al. Mitochondrial iron trafficking and the integration of iron metabolism between the mitochondrion and cytosol. Proc Natl Acad Sci USA. 2010;107(24):10775–10782. doi: 10.1073/pnas.0912925107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Lill R, Mühlenhoff U. Maturation of iron-sulfur proteins in eukaryotes: mechanisms, connected processes, and diseases. Annu Rev Biochem. 2008;77:669–700. doi: 10.1146/annurev.biochem.76.052705.162653. [DOI] [PubMed] [Google Scholar]
- 41.Lill R. Function and biogenesis of iron-sulphur proteins. Nature. 2009;460:831–838. doi: 10.1038/nature08301. [DOI] [PubMed] [Google Scholar]
- 42.Stehling O, Lill R. The role of mitochondria in cellular iron-sulfur protein biogenesis: mechanisms, connected processes, and diseases. Cold Spring Harb Perspect Biol. 2013;5(8):a011312. doi: 10.1101/cshperspect.a011312. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Maio N, Rouault TA. Iron–sulfur cluster biogenesis in mammalian cells: new insights into the molecular mechanisms of cluster delivery. Biochim Biophys Acta. 2015;1853(6):1493–1512. doi: 10.1016/j.bbamcr.2014.09.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Gerber J, Neumann K, Prohl C, Mühlenhoff U, Lill R. The yeast scaffold proteins Isu1p and Isu2p are required inside mitochondria for maturation of cytosolic Fe/S proteins. Mol Cell Biol. 2004;24(11):4848–4857. doi: 10.1128/MCB.24.11.4848-4857.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Zhang Y, et al. Dre2, a conserved eukaryotic Fe/S cluster protein, functions in cytosolic Fe/S protein biogenesis. Mol Cell Biol. 2008;28(18):5569–5582. doi: 10.1128/MCB.00642-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Bedekovics T, Li H, Gajdos GB, Isaya G. Leucine biosynthesis regulates cytoplasmic iron-sulfur enzyme biogenesis in an Atm1p-independent manner. J Biol Chem. 2011;286(47):40878–40888. doi: 10.1074/jbc.M111.270082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Ihrig J, et al. Iron regulation through the back door: iron-dependent metabolite levels contribute to transcriptional adaptation to iron deprivation in Saccharomyces cerevisiae. Eukaryot Cell. 2010;9:460–471. doi: 10.1128/EC.00213-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Kispal G, Csere P, Guiard B, Lill R. The ABC transporter Atm1p is required for mitochondrial iron homeostasis. FEBS Lett. 1997;418:346–350. doi: 10.1016/S0014-5793(97)01414-2. [DOI] [PubMed] [Google Scholar]
- 49.Rouault TA. The role of iron regulatory proteins in mammalian iron homeostasis and disease. Nat Chem Biol. 2006;2:406–414. doi: 10.1038/nchembio807. [DOI] [PubMed] [Google Scholar]
- 50.Philpott CC, Leidgens S, Frey AG. Metabolic remodeling in iron-deficient fungi. Biochim Biophys Acta. 2012;1823(9):1509–1520. doi: 10.1016/j.bbamcr.2012.01.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Ruotolo R, Marchini G, Ottonello S. Membrane transporters and protein traffic networks differentially affecting metal tolerance: a genomic phenotyping study in yeast. Genome Biol. 2008;9(4):R67. doi: 10.1186/gb-2008-9-4-r67. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Thorsen M, et al. Genetic basis of arsenite and cadmium tolerance in Saccharomyces cerevisiae. BMC Genomics. 2009;10:105. doi: 10.1186/1471-2164-10-105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Lesuisse E, Labbe P. Effects of cadmium and of YAP1 and CAD1/YAP2 genes on iron metabolism in the yeast Saccharomyces cerevisiae. Microbiology. 1995;141:2937–2943. doi: 10.1099/13500872-141-11-2937. [DOI] [PubMed] [Google Scholar]
- 54.Momose Y, Iwahashi H. Bioassay of cadmium using a DNA microarray: genome-wide expression patterns of Saccharomyces cerevisiae response to cadmium. Environ Toxicol Chem. 2001;20(10):2353–2360. doi: 10.1002/etc.5620201030. [DOI] [PubMed] [Google Scholar]
- 55.Ueta R, Fujiwara N, Iwai K, Yamaguchi-Iwai Y. Iron-induced dissociation of the Aft1p transcriptional regulator from target gene promoters is an initial event in iron-dependent gene suppression. Mol Cell Biol. 2012;32:4998–5008. doi: 10.1128/MCB.00726-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Chen OS, et al. Transcription of the yeast iron regulon does not respond directly to iron but rather to iron-sulfur cluster biosynthesis. J Biol Chem. 2004;279:29513–29518. doi: 10.1074/jbc.M403209200. [DOI] [PubMed] [Google Scholar]
- 57.White MF, Dillingham MS. Iron-sulphur clusters in nucleic acid processing enzymes. Curr Opin Struct Biol. 2012;22:94–100. doi: 10.1016/j.sbi.2011.11.004. [DOI] [PubMed] [Google Scholar]
- 58.Puig S, Ramos-Alonso L, Romero AM, Martınez-Pastor MT. The elemental role of iron in DNA synthesis and repair. Metallomics. 2017;9:1483–1500. doi: 10.1039/C7MT00116A. [DOI] [PubMed] [Google Scholar]
- 59.Arnold AR, Grodick MA, Barton JK. DNA Charge Transport: from chemical principles to the cell. Cell Chem Biol. 2016;23(1):183–197. doi: 10.1016/j.chembiol.2015.11.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Zhang C. Essential functions of iron-requiring proteins in DNA replication, repair and cell cycle control. Protein Cell. 2014;5(10):750–760. doi: 10.1007/s13238-014-0083-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Paul VD, Lill R. Biogenesis of cytosolic and nuclear iron–sulfur proteins and their role in genome stability. Biochim Biophys Acta. 2015;1853:1528–1539. doi: 10.1016/j.bbamcr.2014.12.018. [DOI] [PubMed] [Google Scholar]
- 62.Guo L, et al. Global fitness profiling identifies arsenic and cadmium tolerance mechanisms in fission yeast. G3. 2016;6(10):3317–3333. doi: 10.1534/g3.116.033829. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Zhou Z, Elledge SJ. DUN1 encodes a protein kinase that controls the DNA damage response in yeast. Cell. 1993;75(6):1119–1127. doi: 10.1016/0092-8674(93)90321-G. [DOI] [PubMed] [Google Scholar]
- 64.Sanvisens N, et al. Yeast Dun1 kinase regulates ribonucleotide reductase small subunit localization in response to iron deficiency. J Biol Chem. 2014;291(18):9807–9817. doi: 10.1074/jbc.M116.720862. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Pijuan J, María C, Herrero E, Bellí G. Impaired mitochondrial Fe-S cluster biogenesis activates the DNA damage response through different signaling mediators. J Cell Sci. 2015;128(24):4653–4665. doi: 10.1242/jcs.178046. [DOI] [PubMed] [Google Scholar]
- 66.Wang FJ, et al. Different responses of low grain-Cd-accumulating and high grain-Cd-accumulating rice cultivars to Cd stress. Plant Physiol Bioch. 2015;96:261–269. doi: 10.1016/j.plaphy.2015.08.001. [DOI] [PubMed] [Google Scholar]
- 67.Fontecave M, Ollagnier-de-Choudens S. Iron-sulfur cluster biosynthesis in bacteria: Mechanisms of cluster assembly and transfer. Arch Biochem Biophys. 2008;474:226–237. doi: 10.1016/j.abb.2007.12.014. [DOI] [PubMed] [Google Scholar]
- 68.Kispal G, Steiner H, Court DA, Rolinski B, Lill R. Mitochondrial and cytosolic branched-chain amino acid transaminases from yeast, homologs of the myc oncogene-regulated Eca39 protein. J Biol Chem. 1996;271(40):24458–24464. doi: 10.1074/jbc.271.40.24458. [DOI] [PubMed] [Google Scholar]
- 69.Eden A, Simchen G, Benvenisty N. Two yeast homologs of ECA39, a target for c-Myc regulation, code for cytosolic and mitochondrial branched-chain amino acid aminotransferases. J Biol Chem. 1996;271:20242–20245. doi: 10.1074/jbc.271.34.20242. [DOI] [PubMed] [Google Scholar]
- 70.Eilers M, Eisenman RN. Myc's broad reach. Genes Dev. 2008;22(20):2755–2766. doi: 10.1101/gad.1712408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Conacci-Sorrell M, McFerrin L, Eisenman RN. An overview of MYC and its interactome. Cold Spring Harb Perspect Med. 2014;4(1):a014357. doi: 10.1101/cshperspect.a014357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Schuldiner O, et al. ECA39, a conserved gene regulated by c-Myc in mice, is involved in G1/S cell cycle regulation in yeast. Proc Natl Acad Sci USA. 1996;93(14):7143–7148. doi: 10.1073/pnas.93.14.7143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Gietz RD, Woods RA. Yeast transformation by the LiAc/SS carrier DNA/PEG method. Methods Mol Biol. 2006;313:107–120. doi: 10.1385/1-59259-958-3:107. [DOI] [PubMed] [Google Scholar]
- 74.Sambrook, J. & Russell, D. W. Analyzing yeast colonies by PCR. CSH Protoc. 1, 10.1101/pdb.prot4015 (2006). [DOI] [PubMed]
- 75.Dereeper A, et al. Phylogeny.fr: robust phylogenetic analysis for the non-specialist. Nucleic Acids Res. 2008;36:W465–469. doi: 10.1093/nar/gkn180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Offman MN, et al. Rational engineering of L-asparaginase reveals importance of dual activity for cancer cell toxicity. Blood. 2001;117:1614–1621. doi: 10.1182/blood-2010-07-298422. [DOI] [PubMed] [Google Scholar]
- 77.Hammer Ø, Harper DAT, Ryan PD. PAST: Paleontological statistics software package for education and data analysis. Palaeontologia Electronica. 2001;4(1):9. [Google Scholar]
- 78.Heck JA, Gresham D, Botstein D, Alani E. Accumulation of recessive lethal mutations in Saccharomyces cerevisiae mlh1 mismatch repair mutants is not associated with gross chromosomal rearrangements. Genetics. 2006;174(1):519–523. doi: 10.1534/genetics.106.059311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Dixon, W. J. & Massey, F. J. Jr. Introduction to Statistical Analysis. 3rd ed. (McGraw-Hill, 1969).
- 80.Li H, Durbin R. Fast and accurate long-read alignment with Burrows-Wheeler transform. Bioinformatics. 2010;26(5):589–595. doi: 10.1093/bioinformatics/btp698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Li H, et al. 1000 Genome project data processing subgroup. The Sequence Alignment/Map format and SAMtools. Bioinformatics. 2009;25(16):2078–2079. doi: 10.1093/bioinformatics/btp352. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Anders S, Huber W. Differential expression analysis for sequence count data. Genome Biol. 2010;11:R106. doi: 10.1186/gb-2010-11-10-r106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Sherman BT, et al. DAVID Knowledgebase: a gene-centered database integrating heterogeneous gene annotation resources to facilitate high-throughput gene functional analysis. BMC Bioinformatics. 2007;8(1):426. doi: 10.1186/1471-2105-8-426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Cherry JM, et al. Saccharomyces Genome Database: the genomics resource of budding yeast. Nucleic Acids Res. 2012;40:D700–D705. doi: 10.1093/nar/gkr1029. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the manuscript and its Supporting Information files. The RNAseq data from this publication have been deposited to the SRA database, have been assigned the identifier SRP145576 (BioProject PRJNA471239) and will be available after acceptance.