Skip to main content
PLOS ONE logoLink to PLOS ONE
. 2014 Aug 29;9(8):e105242. doi: 10.1371/journal.pone.0105242

Global Genetic Determinants of Mitochondrial DNA Copy Number

Hengshan Zhang 1, Keshav K Singh 2,*
Editor: Nagendra Yadava3
PMCID: PMC4149433  PMID: 25170845

Abstract

Many human diseases including development of cancer is associated with depletion of mitochondrial DNA (mtDNA) content. These diseases are collectively described as mitochondrial DNA depletion syndrome (MDS). High similarity between yeast and human mitochondria allows genomic study of the budding yeast to be used to identify human disease genes. In this study, we systematically screened the pre-existing respiratory-deficient Saccharomyces cerevisiae yeast strains using fluorescent microscopy and identified 102 nuclear genes whose deletions result in a complete mtDNA loss, of which 52 are not reported previously. Strikingly, these genes mainly encode protein products involved in mitochondrial protein biosynthesis process (54.9%). The rest of these genes either encode protein products associated with nucleic acid metabolism (14.7%), oxidative phosphorylation (3.9%), or other protein products (13.7%) responsible for bud-site selection, mitochondrial intermembrane space protein import, assembly of cytochrome-c oxidase, vacuolar protein sorting, protein-nucleus import, calcium-mediated signaling, heme biosynthesis and iron homeostasis. Thirteen (12.7%) of the genes encode proteins of unknown function. We identified human orthologs of these genes, conducted the interaction between the gene products and linked them to human mitochondrial disorders and other pathologies. In addition, we screened for genes whose defects affect the nuclear genome integrity. Our data provide a systematic view of the nuclear genes involved in maintenance of mitochondrial DNA. Together, our studies i) provide a global view of the genes regulating mtDNA content; ii) provide compelling new evidence toward understanding novel mechanism involved in mitochondrial genome maintenance and iii) provide useful clues in understanding human diseases in which mitochondrial defect and in particular depletion of mitochondrial genome plays a critical role.

Introduction

Mitochondria are the sites of vital cellular functions such as the synthesis of the cellular energy by oxidative phosphorylation (OXPHOS), the tricarboxylic acid (TCA) cycle, amino acid, and heme biosynthesis [1]. Deleterious mitochondrial DNA (mtDNA) mutations have been reported to cause a broad spectrum of cellular and organismal responses including apoptosis, carcinogenesis, aging and neurological degeneration, and are an important cause of inherited disease. For example, mtDNA missense mutations have been associated with ophthalmological and neurological diseases known as Leber's Hereditary Optic Neuropathy (LHON), and Neurogenic muscle weakness, Ataxia and Retinitis Pigmentosa (NARP). Transfer RNA mutations are now known for Myoclonic Epilepsy and Ragged-Red Fiber Disease (MERRF); Mitochondrial Encephalomyopathy, Lactic Acidosis, and Strokelike Symptoms (MELAS); and Maternally Inherited Myopathy and Cardiomyopathy (MMC). Another frequently described pathology associated with reduced mtDNA content is mtDNA depletion syndromes (MDS), a group of severe diseases of childhood. The affected persons usually suffer from quantitative decrease in copy number of mtDNA with progressive pathophysiological disorders and subsequent death in their first year of life [2], [3]. To date, over 100 heritable disorders have been attributed to defects in mitochondrial function in humans, and new mitochondrial disease genes are still being identified [4].

Human mtDNA contains one single control region called the D-loop that controls mtDNA replication and transcription of mtDNA-encoded OXPHOS genes, Mutation in the D-loop region is a universal feature and has been reported in all tumors examined to date [5][7]. Mutations in the D-loop region result in altered binding affinities of the nuclear proteins involved in mtDNA replication and transcription leading to the depletion of mtDNA content [8]. Consistent with this notion, our laboratory recently reported a near absence of mtDNA-encoded cytchrome c-oxidase subunit II expression in more than 40% of breast and ovarian tumors [9]. Other laboratories measured mtDNA directly in paired normal and tumors and reported a decrease in mtDNA content in breast [10], [11], renal [12], hepatocellular [13], [14], gastric [15] and prostate tumors [16]. Reduced mtDNA is shown to decrease mtOXPHOS activity in renal tumors [17]. A study also demonstrated that decrease in mtDNA content correlates with tumor progression and prognosis in breast cancer patients [18]. Indeed our studies demonstrate that reduced mtDNA content leads to tumorigenic phenotype in vitro [19]. These studies suggest that mtDNA homeostasis plays an important role in tumorigenesis and may contribute to Warburg effect.

The maintenance of functional mitochondria in yeast and higher eukaryotic cells is governed by genes present in mitochondrial DNA and genes located in chromosomal DNA [20]. Human mtDNA encodes 13 polypeptide components of the respiratory-chain enzyme complexes (Complex I, III, IV and ATP synthase) and houses genes specifying 2 rRNA and 22 tRNA that are components of mitochondrial proteins synthesis system [21]. All of the remaining over 98% mitochondrial components are encoded by nuclear genes and targeted to the organelle by specific mitochondrial import systems. These include majority of OXPHOS proteins, the metabolic enzymes, the DNA and RNA polymerases, the ribosomal proteins, and the mtDNA regulatory factors [22]. Although mitochondria possess their own translational machinery, they largely depend on these proteins to fulfill their functions. In either mitochondria or cytoplasm, protein synthesis takes place on ribosomal subunits, where the genetic information transcribed into mRNA is translated into protein. Mitochondrial ribosomal RNAs which together with mitochondrial ribosomal proteins (MRPs) are components of ribosomal subunits. The genes for mitochondrial ribosomal proteins are mostly encoded in the nuclear genome [23][25]. The process of protein synthesis on the ribosome consists of three phases including initiation, elongation and termination.

So far, our knowledge concerning the genes that are involved in the maintenance of mitochondrial genome is incomplete [26], [27], and little is known about the nuclear genes and pathways whose inactivation lead to a loss or reduction of mtDNA [28][30]. The budding yeast Saccharomyces cerevisiae can grow and divide in the absence of respiration or mtDNA, and its mitochondrion is a highly functionally similar with human mitochondria, providing a particularly suitable model for identifying nuclear gene involvement in the maintenance of the mitochondrial genome. We screened respiratory-deficient S. cerevisiae strains, which belong to class III strains identified by Steinmetz and coworkers recently using the whole-genome pool of yeast deletion mutants [31]. Importantly, our analyses led to identification of a total number of 102 nuclear genes whose absence results in a complete loss of mtDNA, 52 of which are not reported previously. We also extended our effort to find human orthologs of the identified yeast genes and analyzed the possible roles of the orthologs in human diseases. Additionally, we performed CAN1 forward-mutation assay on the yeast mutants in an effort to screen for genes whose defect affect the integrity of nuclear genome in yeast.

Materials and Methods

Yeast strains, media and reagents

The yeast strains used in this study were wild-type BY4741 (MATa his3Δ1 leu2Δ0 met15Δ0 ura3Δ0) and its 466 haploid deletion mutants with deficiencies in growth on non-fermentable substrates [31]. The strains were grown in standard media including yeast extract/peptone/dextrose (YPD) medium or synthetic complete medium (SC) lacking the appropriate amino acid.

Fluorescent microscopy

Patches of the wild-type and each individual deletion strain were made on YPD plates and incubated at 30°C for two days. Cells were picked up and spread across a clean glass slide after blended with 10 µl of H2O. Cells were then air-dried and fixed with methanol and acetic acid (3∶1) for 15 minutes at room temperature followed by washing twice in PBS. Cells were again air-dried and then stained with the VECTASHIFLD mounting media with DAPI (1.5 µg/ml, Vector Laboratories, CA.) for 15 minutes at room temperature. Cells were visualized using an optimized filter under Nikon microscope with FISHView system (Applied Spectral Imaging, Inc. Carlsbad, CA) and images were captured with a CCD camera.

Interaction analysis of identified genes

Yeast genes of interest were screened for interaction with the program Pathway Assist (version 3.0, Stratagene Corp. La Jolla, CA), and interactions among these genes were analyzed. Pathway Assist is a software tool for biological pathway analysis. It allows for the identification and visualization of pathways, gene regulation networks and protein interaction maps. The software program utilizes a natural language processor to extract information from databases such as Pub Med to provide direct associations.

Nuclear mutation spectra

The wild-type strain BY4741 and each individual deletion strain were grown in 96-well YPD plates at 30°C for 2 days. 5 µl aliquot of each of these cultures was then spoted on SC arginine-dropout plates containing 60 mg/liter canavanine and incubated for 4 days to detect the presence of canavanine-resistant mutants (Canr). Each spot was scored as follows: 0 for spots with 0–5 Canr colonies, similar to the wild-type strain; + for spots with 6–10 colonies; ++ for spots with 11–15 colonies; +++ for spots with >16 colonies or confluent. All mutants with a score of + or greater were further tested by performing the CAN1 forward mutation test by growing cells in 5 ml of YPD to saturation followed by plating an aliquot onto YPD and the SC arginine drop-out canavanine-containing plates after washing and diluting in sterilized water. The numbers of Canr colonies with respect to viable cells were determined after 4–5 days at 30°C. These experiments were performed by growing five independent cellular isolates for each strain. CAN1 gene of yeast encodes a transmembrane amino acid transporter that renders the cell sensitive to a lethal arginine anolog, canavanine. Any inactivating mutation in this gene results in a Canr phenotype. Thus, the frequency of Canr colonies measures spontaneous nuclear mutational events [32], [33].

Statistics Analysis

Statistical analysis for the mutations frequency was performed using Student's t-test assuming unequal variance. In all cases, statistical significance was determined at the 0.05 level.

Results

Genetics screen for mtDNA depletion

We performed a systematic screen of yeast mutants to identify genes whose deletions led to a complete loss of mtDNA. Among the respiratory defective strains screened, 102 were found to have no mtDNA, of which 52 were not reported previously. The screen was performed twice in a blind manner with regard to the identity of the deleted ORFs, and consistent results were obtained. The representative image profile of mtDNA depletion is shown in Figure 1.

Figure 1. Representative image showing depletion of mtDNA.

Figure 1

Cells were visualized after stained with DAPI (see Materials and Methods). Image on left and right panels show mitochondrial DNA profile in wild-type and mutant strain, respectively.

Defects in mitochondrial protein synthesis induce depletion of mtDNA

We found that 56 of the 102 yeast strains (54.9%) that lost their mtDNA were associated with deletions of genes which function in mitochondrial protein synthesis. It is shown in Table 1 that these genes encode 38 mitochondrial ribosomal proteins (37.3%), 9 aminoacyl-tRNA synthetases, amino acid activating enzymes (8.8%) and 7 protein products involved in mitochondrial ribosome recycling or assembly, mitochondrial translation elongation, peptide chain release, all of which are essential components for protein translation process. In addition, 1 of these genes encodes cytosolic 60S large subunit ribosomal protein.

Table 1. Genes involved in mitochondrial protein biosynthesis.

Gene deleted Human ortholog Wild-type function
RML2 LOC51069 Mitochondrial ribosomal protein L2 of the large subunit protein biosynthesis
RSM18 Component of the mitochondrial ribosomal small subunit, protein biosynthesis
FIL1 Mitochondrial ribosome recycling factor, protein biosynthesis
MSR1 Nuclear-encoded mitochondrial protein, arginyl-tRNA synthetase, protein biosynthesis
MRPL8 LOC63875 Mitochondrial ribosomal protein of the large subunit, protein biosynthesis, mitochondrial genome maintenance
MEF2 Mitochondrial elongation factor G-like protein, protein synthesis elongation
MRPL24 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL23 MRPL13 Mitochondrial ribosomal protein of the large subunit Protein biosynthesis
MSD1 FLJ10514 Mitochondrial aspartyl-tRNA synthetase, protein biosynthesis
MRP51 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MRPL40 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL16 Mitochondrail ribosomal protein of the large subunit, Protein biosynthesis
MRP21 Mitochondrial ribosomal protein, protein biosynthesis
MRPS5 MRPS5 Mitochondrial ribosomal protein S5, Protein biosynthesis
MRPL37 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis, mitochondrial
MRPL11 Mitochondrial ribosomal protein of the large subunit, protein biosynthesis
MRPL32 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
YDR115W MRPL34 Putative mitochondrial ribosomal protein of the large subunit, protein biosynthesis
MRPL7 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL35 PBP Mitochondrial ribosomal protein of the large subunit Protein biosynthesis
MRPS28 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MRP20 MRPL23 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
RPL1B RPL10A Cytosolic 60S large subunit ribosomal protein, protein biosynthesis
MRPL9 MRPL3 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL25 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL27 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
YCR024C FLJ23441 Mitochondrial asn-tRNA synthetase, Protein biosynthesis
MRPL17 C15orf4 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRP7 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MSE1 Nuclear-encoded mitochondrial protein, glutamyl-tRNA synthetase, protein biosynthesis
MRP2 MRPS14 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MSF1 LOC91893 Mitochondrial phenylahanine-tRNA ligase alpha chain, Protein biosynthesis
MRPL20 Mitochondrial ribosomal protein, protein biosynthesis
MRPL38 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
MRPL31 Mitochondrial ribosomal protein, Protein biosynthesis
MEF1 EFG Mitochondrial translation elongation factor G, Protein synthesis elongation
MRPL6 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
DIA4 FLJ20450 Probable mitochondrial seryl-tRNA synthetases, Pseudohyphal growth
TUF1 TUFM Mitochondrial translation elongation factor Tu
MSY1 LOC51067 Mitochondrial tyrosyl-tRNA synthetase
MSW1 Mitochondrial tryptophanyl-tRNA synthetase
MRF1 Mitochondrial peptide chain release factor, protein synthesis
ISM1 FLJ10326 Mitochondrial isoleucyl-tRNA synthetase
RSM23 Mitochondrial ribosomal protein of the small subunit
RSM22 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
RSM27 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
RSM7 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MSK1 KARS Mitochondrial lysine-tRNA synthetase
RSM19 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MTG1 Peripheral GTPase of the mitochondrial inner membrane, protein biosynthesis and ribosome assembly
MRPL51 Mitochondrial ribosomal protein of the large subunit, Protein biosynthesis
YNR036C MRPS12 Putative mitochondrial ribosomal protein of the small subunit, protein biosynthesis
MRPS8 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
MTG2 GTPBP5 Mitochondrial GTP binding protein required for mitochondrial translation
MRPS16 MRPS16 Mitochondrial ribosomal protein of the small subunit, Protein biosynthesis
YNL081C Putative mitochondrial ribosomal protein of the small subunit, Protein biosynthesis

Defects in nucleic acid metabolism induce depletion of mtDNA

Among 102 no-mtDNA yeast strains, 15 (14.7%) were found to have deletions of genes involved in nucleic acid metabolism such as DNA or RNA polymerase transcription, DNA binding, replication or repair, one-carbon compound metabolism (Table 2).

Table 2. Genes involved in nucleic acid metabolism.

Gene deleted Human ortholog Wild-type function
RPO41 DNA-directed RNA polymerase, transcription from mitochondrial promoter
MGM101 DNA binding, mitochondrial genome maintenance
ABF2 HMG4 DNA binding, mitochondrial genome maintenance
RNR4 RRM2 Ribonucleotide reductase small subunit, DNA replication
SSQ1 HSPA9B Mitochondrial heat shock protein 70, DNA dependent DNA replication
MSH1 MSH3 Mitochondrial DNA mismatch repair
MIP1 Mitochondrial DNA polymerase catalytic subunit, DNA- dependent DNA replication
FZO1 Mitochondrial integral membrane protein involved in mitochondrial fusion and maintenance of mitochondrial genome
MET7 FPGS Tetrahydrofolylpolyglutamate synthase, required for methionine synthesis and for maintenance of mitochondrial DNA, involved in one-carbon compound metabolism
PET56 FLJ22578 Ribose methyltransferase for mitochondrial 21 S rRNA
NAM2 KIAA0028 Mitochondrial leucyl-tRNA synthetase, mRNA binding
SUV3 SUPV3L1 Mitochondrial ATP-dependent RNA helicase, RNA catabolism
HMI1 Mitochondrial inner membrane localized DNA helicase, maintenance of the mitochondrial genome
AEP3 Peripheral mitochondrial inner membrane protein, mRNA metabolism
MRH4 U5-100K Mitochondrial RNA helicase, ribosome biogenesis

mtDNA depletion resulting due to defects in oxidative phosphorylation

We also found that among the 102 identified mutants, 4 (3.9%) have disruptions of nuclear genes responsible for mitochondrial oxidative phosphorylation. These genes normally encode a component in F1F0-ATPase complex or a protein involved in the synthesis/assembly of iron-sulfur centers (Table 3).

Table 3. Genes involved in Oxidative Phosphorylation.

Gene deleted Human ortholog Wild-type function
ATP5 ATP5O F1F0-ATPase complex, OSCP subunit, ATP synthesis coupled proton transport
ATP4 ATP5F1 F1F0-ATPase complex, F0 subunit B, ATP synthesis coupled proton transport
ATP14 F1F0-ATPase complex, subunit h, ATP synthesis coupled proton transport
GRX5 TXNL2 Mitochondrial matrix protein involved in the synthesis/assembly of iron-sulfur centers

mtDNA depletion due to other cellular defects

In addition, the complete depletion of mtDNA in 14 (13.7%) strains stems from a variety of other defects including bud-site selection, mitochondrial intermembrane space protein import, assembly of cytochrome-c oxidase, vacuolar protein sorting, protein-nucleus import, calcium-mediated signaling, heme biosynthesis or iron homeostasis (Table 4).

Table 4. Genes involved in other biological processes.

Gene deleted Human ortholog Wild-type function
BUD16 PDXK Involved in bud-site selection
AFG3 Component of the mitochondrial inner membrane m-AAA protease, mitochondrial intermembrane space protein import, assembly of mitochondrial enzyme complexes
PET100 Mitochondrial inner membrane chaperone that specifically facilitates the assembly of cytochrome-c oxidase
VPS45 VPS45B Vacuolar protein sorting-associated protein, Golgi to vacuole transport
KAP123 FLJ23338 Protein-nucleus import
MDJ1 TID1 Protein involved in folding of mitochondrially synthesized proteins in the mitochondrial matrix, member of the DnaJ family of molecular chaperones
LCB5 SPHK1 Sphingolipid long chain base kinase, sphingolipid metabolism, calcium-mediated signaling
YTA12 AFG3L2 Mitochondrial intermembrane space protein import, Protein complex assembly
EUG1 GRP58 Protein disulfide isomerase, protein folding
HEM14 PPOX Mitochondrial protoporphyrinogen oxidase, heme biosynthesis
Oct1 MIPEP Mitochondrial intermediate peptidase, cleaves N-terminal residues of a subset of proteins upon import, iron homeostasis
PPT2 Phosphopantetheine: protein transferase, activates mitochondrial acyl carrier protein, lipid transport
ISA2 Protein required for maturation of mitochondrial and cytosolic Fe/S proteins, localizes to the mitochondrial intermembrane space, iron transport
MTM1 LOC51629 Putative mitochondrial carrier protein, manganese ion transport

mtDNA depletion due to deletions of genes involved in unknown function

The remaining 13 yeast mutants (12.7%) identified lost their mtDNA completely due to the deletions of nuclear genes whose protein products are not yet established functionally (Table 5).

Table 5. Genes involved in unknown biological processes.

Gene deleted Human ortholog Wild-type function
YGR102C Mitochondrial, biological process unknown
YGR150C Mitochondrial, biological process unknown
YPR116W Mitochondrial, biological process unknown
YOR305W Mitochondrial, biological process unknown
YLR091W Mitochondrial hypothetical protein, biological process unknown
QRI5 Mitochondrial protein of unknown function
YOR199W Biological process unknown
YOR205C Hypothetical protein, Biological process unknown
QRI7 LOC64172 Mitochondrial, biological process unknown
YDR065W Mitochondrial hypothetical protein, biological process unknown
YDR114C Biological process unknown
CAF17 LOC200205 Mitochondrial protein, biological function unknown
SOV1 Hypothetical protein, protein function unknown

Genes involved in synthetic lethal without mtDNA

In an attempt to identify the genes whose inactivation leads to cell death when mtDNA was depleted we screened for 466 mutants strains for viability on YPD. Among the strains we screened we identified two novel genes encoding Atp11p and Atp12p, which are clearly required for growth of the strains devoid of mtDNA. Atp11p and Atp12p are both molecular chaperones required for the assembly of β and α subunits into the F1 sector of mitochondrial F1F0 ATP synthase, respectively [34], [35]. Human homologs of these proteins were also identified recently and they act in a manner analogous to their yeast counterpart. Moreover, human ATP12 cDNA complements yeast ATP12Δ disruption mutant. Both the ATP11 and ATP12 genes are broadly conserved in eukaryotes and are expressed in a wide range of tissues [35], [36]]. More recently, a human respiratory chain complex V deficiency was attributed to a mutation in the assembly gene ATP12 [37]. In addition, the viability of vps36Δ mutant was also found to be dependent on mtDNA as shown in ( Figure 2 ). However, depletion of mtDNA in vps36A background led to only reduced growth and not the complete lack of growth as found in case of Atp11 and 12 mutants. VPS36 gene encodes a component of the ESCRT-II complex, which is involved in ubiquitin-dependent sorting of proteins into the endosome. We identified four other genes whose inactivation leads to synthetic lethality in strains devoid of mtDNA. These include CDC73, NTA1, BZZ1 and TIM18. CDC73 is described to be a component of the Paf1p complex, binds to and modulates the activity of RNA polymerases I and II and is involved in modification of some histones, and telomere maintenance. NTA1 is an amidase which removes the amide group from asparagine and glutamine residues to generate proteins with N-terminal aspartate and glutamate residues. These proteins are described to be targets of ubiquitin-mediated degradation. BZZ1p regulates actin polymerization. TIM18p is a subunit of the mitochondrial TIM22 complex which mediates the assembly and stability of the complex.

Figure 2. Interactions between the genes identified in this study and others using Pathway Assist.

Figure 2

The genes loaded from the current study are shown as light green ovals with pink centers, and those shown as pink or green ovals are genes or small molecule considered as common regulators derived from the database. (A) Direct binding relationship among 53 loaded genes is shown, and lines depict direct binding relationships. Of the 53 such genes, 34 were the components of the mitochondrial large or small ribosomal protein constituents. (B) Common regulation relationship among 24 loaded genes and 11 molecules, common regulators found in the database, is displayed. Arrows depict the genes regulated by the regulators.

Human orthologs of yeast genes and their involvement in mitochondrial diseases

When we extended our screen to humans, we found 49 human orthologs of the identified 102 yeast genes whose absence led to a complete loss of mtDNA. Of these, 7 were genes known to be involved in mitochondrial related diseases. They are the genes encoding MutS, E. coli homolog associated with deficiency of Endometrial carcinoma; DNA Polγ involved in deficiency of progressive external ophthalmoplegia and male infertility; protoporphyrinogen oxidase associated with deficiency of porphyria variegate; ATPase family gene 3-like 2 associated with deficiency of hereditary spastic paraplegia; and three mitochondrial ribosomal proteins, L3, S12 and S14, which are linked to moebius syndrome 2, and deafness, autosomal dominant nosyndromic sensorineural 4 and 7, respectively (Table 6) [38][41]

Table 6. Genes involved in human mitochondrial disorders.

Yeast gene Human gene Disorder
Symbol Location MIM Title
MRPL9 MRPL3 3q21-q23 607118 Mitochondrial ribosomal protein L3 Moebius syndrome 2
YNR036C MRPS12 19q13.1-q13.2 603021 Mitochondrial ribosomal protein S12 DFNA4a
MRP2 MRPS14 1q23-1q25 601412 Mitochondrial ribosomal protein S14 DFNA7b
MRPS16 MRPS16 10q22.1 609204 Mitochondrial ribosomal protein S16 NLAACCFMc
MSH1 MSH3 5q11-q12 600887 MutS, E. coli, homolog of Endometrial carcinoma
MIP1 POLG 15q25 174763 Polymerase, DNA, gamma PEOd and MIe
HEM14 PPOX 1q22 600923 Protoporphyrinogen oxidase Porphyria variegata
YTA12 AFG3L2 18p11 604581 ATPase family gene 3-like 2 HSPf
a,b

Deafness, autosomal dominant nosyndromic sensorineural 4 and 7, respectively.

c

Neonatal lactic acidosis, agenesis of the corpus collosum and facial malformation.

d

Progressive external ophthalmoplegia.

e

Male infertility.

f

Hereditary spastic paraplegia.

Genetic interaction among the identified nuclear mtDNA depletor genes

All 102 identified genes were loaded into Pathway Assist. Of those genes, 77 were recognized by the program (Figure 3), and were thus subjected to subsequent analysis. The ‘Find Only Direct Interaction’, ‘Find Common Regulators’ and ‘Find Common Targets’ features of the software were used to build a network of connections starting with the 77 genes. As a result, 53 genes were shown to have direct and multiple binding relationships, including 34 genes to encode mitochondrial large or small subunit ribosomal proteins and 19 genes encoding protein products involved in mitochondrial aminoacyl-tRNA synthetase, intermembrane space protein import, assembly of iron-sulfur centers or nucleic acid metabolism. The remaining 24 genes recognized by the program were found to be regulated by 11 common regulators including the genes ABF1, REB1, RTG3, LEU3, DAL81, FKH2, SMP1, SUM1, SIP4, HAP4 and a small molecule ATP. Each common regulator was found in the database and regulates 2 or more loaded genes. These common regulators function as transcription factors to regulate expression of the handful of yeast genes. It should be pointed out that we found 2 human orthologs, FCMD and KLF8, of the common regulators LEU3 and SUM1 respectively, associated with human disorders. The protein encoded by FCMD gene regulates the migration and assembly of neurons during cortical histogenesis, and mutations in this gene may lead to Fukuyama congenital muscular dystrophy [42]. Abnormal expression of the KLF8 has been implicated in mental retardation [43].

Figure 3. Mitochondrial DNA dependence of yeast strain viability.

Figure 3

atp11Δ, atp12Δ, vps36, BY4741(wt) and tim18Δ (positive control) (DUNN and JENSEN 2003) strains were streaked out onto YPD plates containing 25 µg/ml ethidium bromide and allowed to grow for 3 days at 30°C to induce loss of mtDNA. To identify strains killed by the EtBr treatment, cells from YPD-EtBr plates were streaked to YPD plates lacking EtBr, and allowed to grow at 30°C for 3 days.

Increased frequency of nuclear genome mutation in strains defective in mitochondrial function

Our previous studies suggest that disruption of OXPHOS function due to depletion of mtDNA leads to mutation in nuclear genome. We therefore determined the frequency of mutation in all 466 mutants. Our studies reveal that higher frequency of nuclear mutation with respect to the wild-type was observed in 18 out of 466 mutant strains screened, suggesting that these genes play a role in the maintenance of normal nuclear genome integrity (Table 7). Together, these studies identify key mitochondrial metabolic pathways which play important roles in protecting the integrity of nuclear genome.

Table 7. Frequency of cananvinine gene mutation in yeast deletion strains with mitochondrial dysfunction.

Gene deleted Canr frequency (×10−8) (mean ± SEM) Wild-type function
BY4741 (WT) 122.0±10.4*
MHR1 2644.9±245.7* Protein involved in mitochondrial homologous DNA recombination and in transcription regulation
YNL136W 3901.9±957.9* Subunit of the NuA4 histone acetyltransferase complex molecular function unknown
MLH1 8095.8±650.0* Required for mismatch repair in mitosis and meiosis
MSU1 4099.9±556.5* Mitochondrial 3′-5′ exonuclease for RNA 3′ ss-tail
MRPS28 565.5±98.2* Mitochondrial ribosomal protein of the small subunit, protein biosynthesis
YOR022C 307.4±61.4* Mitochondrial, biological process unknown
FZO1 364.5±54.1* Mitochondrial integral membrane protein involved in mitochondrial fusion and maintenance of the mitochondrial genome
COX20 472.1±89.7* Mitochondrial inner membrane protein, required for proteolytic processing of Cox2p and its assembly into cytochrome c oxidase
YDR512C 640.1±57.3* Molecular function unknown
VMA21 2396.6±394.4* Vacuolar acidification
PET309 428.1±67.4* Required for stability and translation of COX1 mRNA
MEF1 315.4±22.1* Mitochondrial elongation factor G-like protein
YLR091W 398.5±54.6* Molecular function unknown
RSM22 714.4±108.1* Mitochondrial ribosomal protein of the small subunit
PIF1 1345.8±55.7* DNA helicase involved in mitochondrial DNA repair and telomere/DNA recombination
ABF2 1478.6±161.0* Mitochondrial DNA-binding protein involved in mitochondrial DNA replication and recombination
YER087W 435.7±88.6* Proline-tRNA ligase activity

* p<0.05.

Discussion

To gain insights into the genetic contribution of nuclear genes to maintaining mitochondrial genome stability, we have taken a systematic approach to the identification of nuclear genes by screening a set of yeast deletion strains demonstrating a complete loss of mtDNA. Our screen led to the identification of 102 such genes, which may be classified into the following five categories. The first category includes 56 genes involved in the mitochondrial protein synthesis. The second category consists of 15 genes related to nucleic acid metabolism. The third category is composed of 4 genes required for mitochondrial OXPHOS. The fourth category is 14 genes required for various other biological processes such as bud-site selection, mitochondrial intermembrane space protein import, assembly of cytochrome-c oxidase, vacuolar protein sorting, protein-nucleus import, calcium-mediated signaling, heme biosynthesis or iron homeostasis. The final category includes 13 genes that have not been well defined for the mechanism by which they affect mtDNA maintenance. Of the 102 genes identified, 52 were not reported previously. Our work therefore provides a new set of nuclear genes tightly controlling mtDNA copy number in yeast cells.

It is striking that over 50% of the identified mutants completely lost their mtDNA due to a defect in mitochondrial protein synthesis. The phenotype suggests that the wild-type genes of these nuclear mutants play crucial roles in the mtDNA maintenance by governing mitochondrial protein translation system. Consistent with this observation, an earlier study showed that yeast mutant strains, totally blocked in mitochondrial protein synthesis due to a disruption of genes coding for either mitochondrial aminoacy-tRNA synthestases, an elongation factor, or a putative protein of mitochondrial ribosomes, undergo a rapid quantitative conversion to rho derivatives [44]. Another study also found that growth of yeast in the presence of inhibitors of mitochondrial protein synthesis induces a high frequency of rho [45]. Our study thus provides strong support for the notion that mitochondrial translation is required for the maintenance of mitochondrial genome stability. A dysfunction in the synthesis of mitochondrial ribosomal protein components appears to be a primary cause leading to the observed loss of mtDNA. In our observations, 38 out of the 56 protein synthesis-deficient strains with a disappearance of mtDNA (67.9%) are dysfunctional in synthesizing the mitochondrial large or small ribosomal subunit proteins. This is conceivable considering that the ribosome, consisting of rRNA species and MRPs, plays a central role in protein translation process. In yeast, mitochondrial ribosome contains at least 90 proteins encoded by the nuclear genome [46]. They are normally synthesized in cytoplasm and transported into the mitochondria, where they are assembled into large or small ribosomal subunit, coordinately providing a place for mitochondrial protein synthesis [47]. The close interactions between ribosomal protein constituents are also revealed by the PathwayAssist analysis data. The fact that direct binding relationship exists among the 53 ribosomal protein encoding genes indicates that protein products of these genes interact actively. Alternatively, the observed loss of mtDNA in protein synthesis-deficient strains may be a secondary effect caused by the absence of a specific aminoacyl-tRNA synthetase responsible for activating an amino acid to be incorporated into a protein chain, or some other proteins products involved in mitochondrial ribosome recycling or assembly, mitochondrial translation elongation, peptide chain release and translation-required GTPase or GTP binding protein. Altogether, these results indicate that defects of nuclear genes involved in the mtDNA translational process are a major cause leading to the disappearance of mtDNA in yeast, opening new avenues of investigation toward understanding the role of mitochondrial dysfunction in human disease and calling for more attention and studies in this area.

A set of complete mtDNA loss in a handful of yeast mutants was caused by other defects than mitochondrial protein translation process as shown in Table 24. This include 15 mutants (14.7%) defective in nucleic acid metabolism such as RNA polymerase synthesis, DNA binding, DNA replication, one-carbon compound metabolism and RNA or DNA helicase. Expectedly, one of these strains is the MIP1 mutant. This gene encodes a 140-kDa polypeptide with both polymerization and 3′→5′ exonuclease proofreading activities, playing an essential role for the replication of mtDNA. In agreement with our observation, a few prior studies showed that disruption of MIP1 gene might reduce the mtDNA copy number in cells [48], [49]. Besides, 4 (3.9%) mutants were defective in mitochondrial oxidative phosphorylation such as ATP synthesis and iron-sulfur center assembly; 14 (13.7%) mutants defective in the processes like bud-site selection, mitochondrial protein import, assembly of cytochrome-c oxidase, protein sorting, sphingolipid metabolism, protein folding and small molecule metabolism. Additionally, 13 mutants (12.7%) have deletions of genes whose functions are still unknown so far. These striking multiple causes resulting in a complete loss of mtDNA suggest that apart from the mitochondrial protein synthesis process, many other nuclear-encoded factors are also involved in the mtDNA maintenance.

When we extended our screen to humans, we found 47 human orthologs of the 102 identified yeast genes whose deletions led to the complete loss of mtDNA. Of these orthologs, 8 were already found to be involved in human mitochondrial diseases. These include genes encoding four mitochondrial ribosomal proteins, Pol γ, protoporphyrinogen oxidase, ATPase and a protein associated with DNA mismatch repair (Table 6). The corresponding diseases are Moebius syndrome 2; deafness, autosomal dominant nosyndromic sensorineural 4 and 7, respectively; neonatal lactic acidosis, agenesis of the corpus collosum and facial malformation; progressive external ophthalmoplegia and male infertility; porphyria variegata and hereditary spastic paraplegia endometrial carcinoma. In light of the high similarity between yeast and human mitochondria, although other 39 orthologs were not suggested to have association with human disease yet, but it is possible that a link might be found in the future between these human genes and a disease since many human disease genes are associated with wide spectrum of yeast deletion phenotypes [50]. Especially, 8 of the 39 orthologs encode human mitochondrial ribosomal proteins. The implication of this finding is that these proteins are responsible for translating the 13 mRNAs for essential proteins of the OXPHOS, and therefore are candidates for involvement in human genetic diseases. Recently, a new group of mitochondrial ribosomal genes has been proposed as candidates genes for human mitochondrial disorders such as Leigh Syndrome, multiple mitochondrial dysfunctions and non-syndromic hearing loss [51]. In addition, this study showed that 2 of the 11 common regulators displayed by Pathway Assist program, LEU3 and SUM1, have their human orthologs, FCMD and KLF8, which are associated with human disorders [52], [53], providing new facet of nuclear gene involvement in mitochondrial related human disorders.

To study the effect of different gene deletions on nuclear genome integrity, we measured the frequency of nuclear point mutations using the CAN1-forward mutation. Canavanine is lethal to yeast cells and enters the cell via the arginine permease, encoded by the CAN1 gene. Cells that can synthesize arginine and acquire a mutation in CAN1 gene are therefore able to grown on medium lacking arginine and containing canavanine. We found that the deletion of each of seventeen nuclear genes resulted in higher frequency of the mutations with respect to the wild-type, suggesting that these genes are important to maintain nuclear genome stability.

In conclusion, we have identified a set of nuclear genes whose absence lead to a loss of mtDNA, and provide new convincible evidence in elucidating how mtDNA content is maintained by nuclear genes. An increased understanding of orthologous human genes will help to determine the pathological consequences resulting from changes in mtDNA content.

Data Availability

The authors confirm that all data underlying the findings are fully available without restriction. All data are included within the manuscript.

Funding Statement

Studies reported in this manuscript were supported in part by Veterans Administration grant 1I01BX001716 and National Institutes of Health (NIH) R01CA121904 (to KKS). Funding agencies has no role in design or data collection.

References

  • 1. Clayton DA (1991) Replication and transcription of vertebrate mitochondrial DNA. Annual Review of Cell Biology 7: 453–478. [DOI] [PubMed] [Google Scholar]
  • 2. Saada A, Shaag A, Mandel H, Nevo Y, Eriksson S, et al. (2001) Mutant mitochondrial thymidine kinase in mitochondrial DNA depletion myopathy. Nature Genetics 29: 342–344. [DOI] [PubMed] [Google Scholar]
  • 3. Mancuso M, Salviati L, Sacconi S, Otaegui D, Camaño P, et al. (2002) Mitochondrial DNA depletion: mutations in thymidine kinase gene with myopathy and SMA. Neurology 59: 1197–1202. [DOI] [PubMed] [Google Scholar]
  • 4. Corti O, Lesage S, Brice A (2011) What genetics tells us about the causes and mechanisms of Parkinson's disease. Physiological Reviews 91: 1161–1218. [DOI] [PubMed] [Google Scholar]
  • 5. Modica-Napolitano JS, Singh KK (2002) Mitochondria as targets for detection and treatment of cancer. Expert Reviews in Molecular Medicine 4: 1–19. [DOI] [PubMed] [Google Scholar]
  • 6. Modica-Napolitano JS, Singh KK (2004) Mitochondrial dysfunction in cancer. Mitochondrion 4: 755–762. [DOI] [PubMed] [Google Scholar]
  • 7. Modica-Napolitano JS, Kulawiec M, Singh KK (2007) Mitochondria and human cancer. Current Molecular Medicine 7: 121–123. [DOI] [PubMed] [Google Scholar]
  • 8. Parisi MA, Clayton DA (1991) Similarity of human mitochondrial transcription factor 1 to high mobility group proteins. Science 252: 965–969. [DOI] [PubMed] [Google Scholar]
  • 9. Desouki MM, Kulawiec M, Bansal S, Das GM, Singh KK (2005) Cross talk between mitochondria and superoxide generating NADPH oxidase in breast and ovarian tumors. Cancer Biology & Therapy 4: 1367–1373. [DOI] [PubMed] [Google Scholar]
  • 10. Wu CW, Yin PH, Hung WY, Li AF, Li SH, et al. (2005) Mitochondrial DNA mutations and mitochondrial DNA depletion in gastric cancer. Genes Chromosomes Cancer 44: 19–28. [DOI] [PubMed] [Google Scholar]
  • 11. Tseng LH, Lee CW, Pan MH, Tsai SS, Li MH, et al. (2006) Postnatal exposure of the male mouse to 2,2',3,3',4,4',5,5',6,6'-decabrominated diphenyl ether: decreased epididymal sperm functions without alterations in DNA content and histology in testis. Toxicology 224: 33–43. [DOI] [PubMed] [Google Scholar]
  • 12. Selvanayagam P, Rajaraman S (1996) Detection of mitochondrial genome depletion by a novel cDNA in renal cell carcinoma. Laboratory Investigation 74: 592–599. [PubMed] [Google Scholar]
  • 13. Lee JW, Soung YH, Young Kim S, Woo Nam S, Sang Park W, et al. (2006) Mutational analysis of proapoptotic ARTS P-loop domain in common human cancers. Pathology, Research and Practice 202: 67–70. [DOI] [PubMed] [Google Scholar]
  • 14. Yin PH, Lee HC, Chau GY, Wu YT, Li SH, et al. (2004) Alteration of the copy number and deletion of mitochondrial DNA in human hepatocellular carcinoma. British Journal of Cancer 90: 2390–2396. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Wu K, Li GC, Zhao Y, Zhang XH (2005) Roles of mitochondria in vitamin E succinate-induced apoptosis in human gastric cancer SGC-7901 cells. Journal of Hygiene Research 34: 58–60. [PubMed] [Google Scholar]
  • 16. de Bari L, Moro L, Passarella S (2013) Prostate cancer cells metabolize d-lactate inside mitochondria via a D-lactate dehydrogenase which is more active and highly expressed than in normal cells. FEBS Letters 587: 467–473. [DOI] [PubMed] [Google Scholar]
  • 17. Simonnet H, Alazard N, Pfeiffer K, Gallou C, Béroud C, et al. (2002) Low mitochondrial respiratory chain content correlates with tumor aggressiveness in renal cell carcinoma. Carcinogenesis 23: 759–768. [DOI] [PubMed] [Google Scholar]
  • 18. Yu M, Zhou Y, Shi Y, Ning L, Yang Y, et al. (2007) Reduced mitochondrial DNA copy number is correlated with tumor progression and prognosis in Chinese breast cancer patients. IUBMB Life 59: 450–457. [DOI] [PubMed] [Google Scholar]
  • 19. Kulawiec M, Safina A, Desouki MM, Still I, Matsui S, et al. (2008) Tumorigenic transformation of human breast epithelial cells induced by mitochondrial DNA depletion. Cancer Biology &Therapy 7: 1732–1743. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Barrientos A (2003) Yeast models of human mitochondrial diseases. IUBMB Life 55: 83–95. [DOI] [PubMed] [Google Scholar]
  • 21. Singh KK, Russell J, Sigala B, Zhang Y, Williams J, et al. (1999) Mitochondrial DNA determines the cellular response to cancer therapeutic agents. Oncogene 18: 6641–6646. [DOI] [PubMed] [Google Scholar]
  • 22. Endo T, Yamano K, Kawano S (2011) Structural insight into the mitochondrial protein import system. Biochimca et Biophysca Acta 1808: 955–970. [DOI] [PubMed] [Google Scholar]
  • 23. Graack HR (1998) Wittmann-Leibold (1998) Mitochondrial ribosomal proteins (MRPs) of yeast. The Biochemical Journal 329: 433–448. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Mears JA, Sharma MR, Gutell RR, McCook AS, Richardson PE, et al. (2006) A structural model for the large subunit of the mammalian mitochondrial ribosome. Journal of Molecular Biology 21 358: 193–212. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Koc EC, Burkhart W, Blackburn K, Moyer MB, Schlatzer DM, et al. (2001) The large subunit of the mammalian mitochondrial ribosome. Analysis of the complement of ribosomal proteins present. The Journal of Biological Chemistry 276: 43958–43969. [DOI] [PubMed] [Google Scholar]
  • 26. Vidoni S, Zanna C, Rugolo M, Sarzi E, Lenaers G (2013) Why mitochondria must fuse to maintain their genome integrity. Antioxidants & Redox Signaling 19: 379–388. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Lipinski KA, Kaniak-Golik A, Golik P (2010) Maintenance and expression of the S. cerevisiae mitochondrial genome–from genetics to evolution and systems biology. Biochimica Biophysica Acta 1797: 1086–1098. [DOI] [PubMed] [Google Scholar]
  • 28. Moraes CT (2001) What regulates mitochondrial DNA copy number in animals cells? TRENDS in Genetics 17: 199–205. [DOI] [PubMed] [Google Scholar]
  • 29. Dahl HHM, Thorbum DR (2001) Mitochodrial diseases: Beyond the magic circle. American Journal of Medical Genetic 106: 1–3. [DOI] [PubMed] [Google Scholar]
  • 30. Taylor RW, Tumbull DM (2005) Mitochodrioal DNA mutations in human disease. Nature Reviews, Genetics 6: 389–402. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Steinmetz LM, Scharfe C, Deutschbauer AM, Mokranjac D, Herman ZS, et al. (2002) Systematic screen for human disease genes in yeast. Nature Genetics 31: 400–404. [DOI] [PubMed] [Google Scholar]
  • 32. Huang ME, Rio AG, Nicolas A, Kolodner RD (2003) A genomewide screen in Saccharomyces cerevisiae for genes that suppress the accumulation of mutations. Proceedings of the National Academy Sciences of the United States of America 100: 11529–11534. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33. Rasmussen AK, Chatterjee A, Rasmussen LJ, Singh KK (2003) Mitochondria-mediated nuclear mutator phenotype in Saccharomyces cerevisiae. Nucleic Acids Research 31: 3909–3917. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Ackeman SH, Tzagoloff A (1999) Identification of two nuclear genes (ATP11, ATP12) required for assembly of the yeast F1-ATPase. Proceedings of the National Academy Sciences of the United States of America 87: 4986–4990. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Wang ZG, White PS, Ackeman SH (2001) Atp11p and Atp12p are assembly factors for the F1-ATPase in human mitochondria. The Journal of Biological Chemistry 276: ; 30773–30778. [DOI] [PubMed] [Google Scholar]
  • 36. Picková A, Paul J, Petruzzella V, Houstek J (2003) Differential expression of ATPAF1 and ATPAF2 genes encoding F1-ATPase assembly proteins in mouse tissues. FEBS Letters 551: 42–46. [DOI] [PubMed] [Google Scholar]
  • 37. De Meirleir L, Seneca S, Lissens W, De Clercq I, Eyskens F, et al. (2004) Respiratory chain complex V deficiency due to a mutation in the assembly gene ATP12 . Journal of Medical Genetics 41: 120–124. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Steinmetz LM, Scharfe C, Deutschhauer AM, Mokranjac D, Herman ZS, et al. (2002) systematic screen for human disease genes in yeast. Nature Genetics 31: 400–404. [DOI] [PubMed] [Google Scholar]
  • 39. Banfi S, Bassi MT, Andolfi G, Marchitiello A, Zanotta S, et al. (1999) Identification and characterization of AFG3L2, a novel paraplegin-related gene. Genomics 59: 51–58. [DOI] [PubMed] [Google Scholar]
  • 40. Menmochi N, Suzuki T, Uechi T, Magoori M, Kuniba M, et al. (2001) The human mitochondrial ribosomal protein genes: mapping of 54 genes to the chromosomes and implications for human disorders. Genomics 77: 65–70. [DOI] [PubMed] [Google Scholar]
  • 41. Miller C, Saada A, Shaul N, Shabtai N, Ben-Shalom E, et al. (2004) Defective mitochondrial translation caused by a ribosomal protein (MRPS16) mutation. Annals of Neurology 56: 734–8. [DOI] [PubMed] [Google Scholar]
  • 42. Ismail S, Schaffer AE, Rosti RO, Gleeson JG Zaki MS (2014) Novel mutation in the fukutin gene in an Egyptian family with Fukuyama congenital muscular dystrophy and microcephaly. Gene 539: 279–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43. Lossi AM, Laugier-Anfossi F, Depetris D, Gecz J, Gedeon A, et al. (2002) Abnormal expression of the KLF8 (ZNF741) gene in a female patient with an X; autosome translocation t(X;21)(p11.2; q22.3) and non-syndromic mental retardation. Journal of Medical Genetics 39: 113–117. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44. Myers AM, Pape LK, Tzagoloff A (1985) Mitochondrial protein synthesis is required for maintenance of intact mitochondrial genomes in Saccharomyces cerevisiae . The EMBO Journal 4 2087–2092. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45. Williamson DH, Maroudas NG, Wilkie D (1971) Induction of the cytoplasmic petite mutation in Saccharomyces cerevisiae by the antibacterial antibiotics erythromycin and chloramphenicol. Molecular & General Genetics 111 209–223. [DOI] [PubMed] [Google Scholar]
  • 46. Graack HR, Wittmann-Liebold B (1998) Mitochondrial ribosomal proteins (MRPs) of yeast. The Biochemical Journal 329 433–448. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47. Greber BJ, Boehringer D, Leitner A, Bieri P, Voigts-Hoffmann F, et al. (2014) Architecture of the large subunit of the mammalian mitochondrial ribosome. Nature 505: 515–519. [DOI] [PubMed] [Google Scholar]
  • 48. Spelbrink JN, Toivonen JM, Hakkaart GA, Kurkela JM, Cooper HM, et al. (2000) In Vivo functional analysis of the human mitochondrial DNA polymerase POLG expressed in cultured human cells. The Journal of Biological Chemistry 275 24818–24828. [DOI] [PubMed] [Google Scholar]
  • 49. Jazayeri M, Andreyev A, Will Y, Ward M, Anderson CM, et al. (2003) Inducible expression of a dominant negative DNA polymerase-γ depletes mitochondrial DNA and Produces a ρ0 phenotype. The Journal of Biological Chemistry 278 9823–9830. [DOI] [PubMed] [Google Scholar]
  • 50. de Clare M, Oliver SG (2013) Copy-number variation of cancer-gene orthologs is sufficient to induce cancer-like symptoms in Saccharomyces cerevisiae. BMC Biology 2511: 24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51. O'Brien TW, O'Brien BJ, Norman RA (2005) Nuclear MRP genes and mitochondrial disease. Gene 354: 147–151. [DOI] [PubMed] [Google Scholar]
  • 52. Yis U, Uyanik G, Heck PB, Smitka M, Nobel H, et al. (2011) Fukutin mutations in non-Japanese patients with congenital muscular dystrophy: less severe mutations predominate in patients with a non-Walker-Warburg phenotype. Neuromuscular Disorders 21: 20–30. [DOI] [PubMed] [Google Scholar]
  • 53. Wang WF, Li J, Du LT, Wang LL, Yang YM, et al. (2013) Krüppel-like factor 8 overexpression is correlated with angiogenesis and poor prognosis in gastric cancer. World Journal of Gastroenterology 19: 4309–4315. [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.

Data Availability Statement

The authors confirm that all data underlying the findings are fully available without restriction. All data are included within the manuscript.


Articles from PLoS ONE are provided here courtesy of PLOS

RESOURCES