Alu-mediated rearrangement of tumor suppressor genes occurs frequently during carcinogenesis. In breast cancer, this mechanism contributes to loss of the wild-type BRCA1 allele in inherited disease and to loss of heterozygosity in sporadic cancer. To identify genes required for suppression of Alu-mediated recombination we performed a genomewide screen of a collection of 4672 yeast gene deletion mutants using a direct repeat recombination assay. The primary screen and subsequent analysis identified 12 candidate genes including TSA, ELG1, and RRM3, which are known to play a significant role in maintaining genomic stability. Genetic analysis of the corresponding human homologs was performed in sporadic breast tumors and in inherited BRCA1-associated carcinomas. Sequencing of these genes in high risk breast cancer families revealed a potential role for the helicase PIF1 in cancer predisposition. PIF1 variant L319P was identified in three breast cancer families; importantly, this variant, which is predicted to be functionally damaging, was not identified in a large series of controls nor has it been reported in either dbSNP or the 1000 Genomes Project. In Schizosaccharomyces pombe, Pfh1 is required to maintain both mitochondrial and nuclear genomic integrity. Functional studies in yeast of human PIF1 L319P revealed that this variant cannot complement the essential functions of Pfh1 in either the nucleus or mitochondria. Our results provide a global view of nonessential genes involved in suppressing Alu-mediated recombination and implicate variation in PIF1 in breast cancer predisposition.
Citation: Chisholm KM, Aubert SD, Freese KP, Zakian VA, King M-C, et al. (2012) A Genomewide Screen for Suppressors of Alu-Mediated Rearrangements Reveals a Role for PIF1. PLoS ONE 7(2): e30748. doi:10.1371/journal.pone.0030748
Editor: Christian Schönbach, Kyushu Institute of Technology, Japan
Received: August 10, 2011; Accepted: December 23, 2011; Published: February 9, 2012
Copyright: © 2012 Chisholm et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This project was supported by grant number F30 ES13069 for K.M.C. from the National Institute of Environmental Health Sciences (NIEHS), National Institutes of Health (NIH). Other research support was by a Department of Defense Breast Cancer Research Program (BCRP) Idea Award BC010851 (M.-C.K. and P.L.W.). M.-C.K. is an American Cancer Society Research Professor. Other research support was by NIH grants GM43265 and GM26938 to V.A. Zakian and R01CA157744 and R01ES013160. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Alu elements account for more than 10% of the human genome  and consequently provide abundant opportunities for unequal homologous recombination both intrachromosomally, resulting in deletion or duplication of exons in a gene, and interchromosomally, causing more complex chromosomal abnormalities. Thus, it is not surprising that unequal homologous recombination between Alu repeats contributes to a significant proportion of human genetic disease .
Germline mutations in BRCA1 predispose to breast and ovarian cancer. The 84-kb BRCA1 locus is densely packed with repetitive elements including 138 individual Alu repeats that comprise 41.5% of the total sequence . While the majority of known BRCA1 mutations are small nucleotide sequence alterations (Breast Cancer Information Core database, http://research.nhgri.nih.gov/bic), mutations involving Alu sequences are common. To date, at least 81 large genomic rearrangements in BRCA1 have been identified in high-risk breast cancer families, the majority of which are deletions ranging in size from a few hundred base pairs, to tens of kilobases. Of these, 59 are due to Alu-mediated unequal homologous recombination . Of the remaining characterized deletions, 16 are the result of nonhomologous recombination events, eight of which involve one Alu repeat at either the 5′ or 3′ breakpoint, and five are the result of recombination between BRCA1 and the human BRCA1 pseudogene. Importantly, large genomic rearrangements account for up to 12% of all novel BRCA1 mutations identified in high-risk breast cancer families .
LOH at 17q has been detected in about 30%–60% of sporadic breast tumors and, in many instances, includes the BRCA1 locus –. Loss of heterozygosity at the BRCA1 locus has been reported in 20%–70% of sporadic breast and ovarian cases – and in breast cancers has been correlated with larger tumor size, higher grade, and negative hormone receptor negative status . Thus, it is possible that Alu-mediated recombination in may be responsible for a significant proportion of germline deletions and/or rearrangements in BRCA1 as well as contribute to allelic loss of BRCA1 in sporadic disease. However, the genes responsible for suppressing Alu-mediated genomic instability remain unknown.
Previously, our lab exploited a functional assay in yeast to search for mutations caused by deficiencies of the yeast homologs of human mismatch repair genes . These studies demonstrated that yeast is a model organism for examining mutation rates in known human tumor suppressor genes. We modified this approach to investigate the mechanisms underlying Alu-mediated unequal homologous recombination. Here we report the identification of yeast genetic backgrounds permissive for high frequency Alu-mediated rearrangement at the BRCA1 locus. Because many genes responsible for maintaining genomic stability are highly conserved evolutionarily across species including yeast and mammals , , we characterized variation in the human homologs of the yeast genes to determine whether mutation contributes to either inherited and/or sporadic breast tumorigenesis. Our global analysis of non-essential genes involved in suppressing Alu-mediated recombination has identified human genes not previously known to be involved in maintaining genomic stability. We present both genetic and functional data which suggests that PIF1 may function as a tumor suppressor.
Materials and Methods
Primer sequences used for cloning purposes are listed in Table S1. The BRCA1 intron 16 AluSp element (Genbank L78833; 58500–58798), was amplified from genomic DNA and cloned into plasmid pCR®2.1-TOPO® using the TOPO TA Cloning® protocol (Invitrogen). Primer design incorporated restriction enzyme target sequences for BamHI, AscI and NcoI to facilitate cloning into pRS415, a centromeric vector with a LEU2 marker. Following site-directed mutagenesis (GeneEditor™ in vitro Site-Directed Mutagenesis System; Promega) of an internal Nco1 site in the URA3 gene from plasmid pRS416, the gene was amplified with primers which incorporated flanking NcoI restriction enzymes sites. Construction of Alu-URA-Alu pRS415 proceeded as follows: the BamHI-flanked Alu element was ligated into pRS415, followed by the AscI-flanked Alu element, and lastly, the URA3 gene was cloned between the AluSp elements using the engineered NcoI restriction sites. Escherichia coli TOP10 One Shot® competent cells were used for initial bacterial transformations while SURE® (Stop Unwanted Rearrangement Events) competent cells were used for transformation and propagation of the final construct, pAlu-URA-Alu (pAUA), Figure 1, which was sequenced to confirm presence and orientation of inserts.
Figure 1. Alu-URA-Alu pRS415 (pAUA).
A construct containing a URA3 gene flanked by identical AluSp repetitive elements was inserted into the low-copy-number yeast plasmid pRS415.doi:10.1371/journal.pone.0030748.g001
Functional screen for suppressors of Alu-mediated recombination
The collection of haploid yeast deletion strains screened in this study has been previously described . All strains were propagated at 30°C. Deletion strains were transferred using a multipronged replica-plating device to 96-well plates containing 100 microliters of standard YPAD media supplemented with 10 mg/ml G418 and grown overnight. 30 microliters of each culture was transferred to a fresh plate containing 80 microliters of YPAD. After a five hour incubation period, yeast were transformed with 200 ng of pAUA plasmid DNA using the lithium acetate/PEG method –. Following transformation, each well was individually plated onto selective medium (SC –Leu/−Ura) and incubated at 30°C. After three days of growth, individual colonies from each transformation were picked with a sterile toothpick and diluted in 100 microliters dH2O. A total of 8 microliters of dilution culture was streaked onto SC –Leu/+5FOA plates. Deletion of the URA3 gene in pAUA is permissive for growth on 5FOA. Following a 3-day incubation, 5-FOAR was scored as follows: 0 colonies = 0; 1–5 colonies = 1; 6–10 colonies = 2; 11–15 colonies = 3; 16–34 colonies = 4; ≥35 colonies = 5 (Figure S1). This screen was repeated and duplicate scores were added together to generate an overall score for each deletion strain of 0–10. Naïve strains with scores of 7–10 were retransformed and re-screened. Suppressors of Alu-mediated recombination identified in the BY4742 background were re-verified by analyzing their counterparts in the BY4741 background. Identifying tag sequences for stains were determined and compared to the tag lists on http://www-sequence.stanford.edu/group/yeast_deletion_project/strain_alpha_mating_type.txt or http://www-sequence.stanford.edu/group/yeast_deletion_project/strain_a_mating_type.txt. We acknowledge that this screen would fail to reveal human genes involved in suppressing Alu-mediated rearrangements for which there are no homologs in budding yeast.
The Alu-mediated recombination rate for individual yeast deletion strains was determined by fluctuation analysis using the method of the median  as previously described , . In brief, yeast successfully transformed with plasmid pAUA were selected on SC –Ura/−Leu plates. For each fluctuation analysis, ten individual colonies from each strain were each resuspended in water and dilutions were plated on −Leu/+5FOA plates (to measure 5-FOAR) and −Leu plates (to monitor viable cells). The number of colonies on each plate was counted after three days of growth at 30°C. Mutation rates represent 5-FOAR events/cell division. For each strain, fluctuation analysis was performed independently three to four times with final mutation rates determined by averaging individual results. Student's t-test was used to calculate p-values.
Human homolog identification
The entire yeast amino acid sequence for each gene was evaluated using BLASTp (http://www.ncbi.nlm.nih.gov/BLAST/). To be considered the human homolog of the respective yeast gene, human genes had to have an e value greater than e-28. Genomic sequences of human homologs were obtained using the University of Santa Cruz Genome Database (http://www.genome.ucsc.edu).
Patients and control samples
Human DNA samples evaluated in this study were from (a) a cohort of 44 Ashkenazi Jewish probands from families with at least four cases of breast cancer and no known mutations in the high risk breast cancer genes BRCA1, BRCA2, and CHEK2 , (b) a cohort of 94 women with known BRCA1 mutations who developed breast cancer at or before the age of 39 and/or ovarian cancer at or before the age of 64 , (c) a series of 196 Ashkenazi Jewish controls, (d) a series of 200 Caucasian controls, (e) a series of an additional 900 Ashkenazi Jewish breast cancer cases , and (f) a series of 400 additional high risk breast cancer probands . All cancer diagnoses were verified by pathology reports and/or hospital records. The study was approved by the University of Washington Human Subjects Division (IRB protocol 34173). All participants provided informed consent.
Loss of heterozygosity of candidate genes in sporadic breast cancers
Tumor specimens were obtained from the Cooperative Human Tissue Network. Microsatellite markers flanking each human homolog were chosen using the University of Santa Cruz Genome Database (http://www.genome.ucsc.edu). Table S2 lists the microsatellite markers used to evaluate loss of heterozygosity in a series of 25 sporadic grade III breast tumors. Haematoxylin and eosin stained sections from formalin-fixed paraffin-embedded tissues were reviewed prior to DNA extractions. Tumor DNA from regions displaying greater than 70% neoplasticity and normal DNA was extracted using the PicoPure™ DNA Extraction Kit (Arcturus Bioscience). PCR reactions included 500 microCi [alpha-32P] dCTP. PCR products were separated by capillary electrophoresis using 6% polyacrylamide gels. The gels were dried under vacuum and exposed to x-ray film. For all heterozygous alleles, LOH was defined as loss of ≥50% radioactive intensity in tumor DNA compared to normal.
Sequencing primers were designed using the MacVector software (version 7.2) so that all exonic and at least 20 base pairs of flanking intronic sequence were evaluated. Primer sequences are available upon request. Total genomic DNA was extracted from Epstein-Barr virus-immortalized lymphoblast cell lines using the Puregene DNA extraction system (Gentra). PCR reactions consisted of 100 ng of genomic DNA, 10 pmole of each primer, 200 microM of dATP, dTTP, and dGTP, dCTP, 1X PCR Buffer (Invitrogen), 1.5 mM MgCl2, and 1 unit Taq polymerase (Invitrogen). PCR products were purified and then bidirectionally sequenced on either an ABI 3100 or ABI 3730 DNA Analyzer. Resulting DNA sequence was analyzed using either Sequencing Analysis (version 3.3) or Sequencher™ (version 4.2).
Substitution tolerance and protein structure prediction
Amino acid substitutions were characterized with two computer resources to predict if they were deleterious: SIFT (Sorting Intolerant from Tolerant) (http://blocks.fhcrc.org/sift/SIFT.html or http://sift.jcvi.org/sift-bin) and PolyPhen (Polymorphism Phenotyping) (http://genetics.bwh.harvard.edu/pph/). Secondary structure elements were predicted using PSIPRED (http://bioinf.cs.ucl.ac.uk/psipred/) and PredictProtein (http://www.predictprotein.org/) programs.
Cross complementation assays in Schizosaccharomyces pombe
Strain genotypes are listed in Table S3. Schizosaccharomyces pombe (S. pombe) cells were cultured in supplemented yeast extract (YES, Difco) or supplemented Edinburgh minimal medium  at 32°C, unless otherwise noted. Leucine 430 (codon TTA) was mutated to proline (codon CCG) by site-directed mutagenesis (Stratagene) on a vector carrying a leu+ marker. Using a rapid transformation method , pfh1-L430P was integrated at the leu1-32 locus of a strain containing loxP pfh1+ kanMX6 loxP at the endogenous pfh1 locus. Strains were grown to log phase in supplemented liquid Edinburgh minimal medium. A rapid transformation protocol  was used to introduce either pREP82 cre (cre+) or pREP82 cre (Y324F) (cre−) . The Y324F point mutation abolishes catalytic activity of Cre recombinase which promotes recombination at loxP sites. Transformation plates were typically incubated at 32°C for 4 days except plates with pfh1-mt* which were incubated at 18°C for 6 days and 30°C for 3 days. For western blot analysis, pfh1-L430P was integrated at the leu1-32 locus of a strain containing nmt 81 pfh1+ GFP at the endogenous pfh1 locus. Pfh1-GFP was depleted by the addition of 30 µM thiamine over 24 hours. Whole cell extracts were prepared by glass bead lysis in HB buffer , containing a protease inhibitor cocktail (Roche). Protein concentration was determined by BCA protein assay kit (Pierce) and 200 µg of total protein was loaded onto a 7.8% SDS-PAGE. Blots were probed with rabbit anti-Pfh1 polyclonal serum  and HRP-conjugated goat anti-rabbit IgG polyclonal serum (BioRad).
A genome-wide screen in S. cerevisiae for suppressors of Alu-mediated rearrangements
There are 11 subfamilies of Alu elements in the BRCA1 gene that differ in sequence and in length . The pAUA construct was created using a BRCA1 AluSp sequence (Genbank L78833 58500–58798) as this subfamily has been shown to be frequently involved in BRCA1 genomic rearrangements. The URA3 gene was inserted between these Alu elements to allow for selection. The resulting plasmid (pAUA, Figure 1) was transformed into the complete set of tagged deletion strains from the Saccharomyces cerevisiae Genome Project. A direct repeat recombination assay marked by loss of URA3 expression was performed with URA3 deficient strains identified by their ability to grow on plates containing the drug 5-FOA. Resistance to this drug (5-FOAR) was scored as described in Materials and Methods (Figure S1). The total collection contains 4672 deleted strains in the BY4742 background of which 4634 (99.2%) were successfully screened using this approach. Results of this screen are summarized in Table S4. Overall, 548 strains (11.8%) had a score of 8 or greater. Naïve yeast from these 548 deletion strains were retransformed with pAUA and 5-FOAR colonies scored. Mutation rates for the 66 deletion stains with scores of 7 or higher were determined by fluctuation analyses and compared to the parental strain mutation rate. Table 1 lists the 12 yeast deletion strains with Alu-mediated rearrangement rates of greater than 1.5 fold over that of wild-type. Mutation rates ranged from 1.5 to 10.6 fold higher than that of the wild-type mutation rate. Deletion cassette tags for these strains were sequenced to confirm strain assignment.
Table 1. Alu-mediated recombination rates and genetic analyses of candidate suppressors of Alu mediated recombination.doi:10.1371/journal.pone.0030748.t001
To determine whether loss of URA3 expression was the result of Alu-mediated recombination between direct repeats as opposed to other mechanisms (e.g. point mutation), pAUA plasmids were rescued from 5-FOAR colonies from strains with mutation rates greater than 1.5 fold that of wild-type. In all 12 strains, sequencing of rescued plasmids revealed constructs that retained only one Alu element, confirming that the mechanism responsible for loss of URA3 expression was deletion of genomic sequence via Alu-mediated rearrangement.
To validate initial observations, the corresponding gene deletion strains of the twelve potential mutator genes in the BY4741 background were transformed with the reporter plasmid and fluctuation analyses performed. Mutation rates were calculated and compared to wild-type BY4741. Mutation rates for strains YJL088W (arg3), YHR031C (rrm3), YML028W (tsa1), and YKR087C (oma1) were greater than 1.5 fold that of wild-type (Table S5).
Identification of human homologs for yeast genes that suppress Alu-mediated unequal homologous recombination
In order to identify potential human homologs of yeast genes, amino acid sequences corresponding to the deleted yeast genes were compared using BLASTp to all Homo sapiens proteins. Table 1 lists the potential human homologs, and Table S6 provides their BLASTp e-values, human chromosomal locations, and a brief description of function for each protein. Note that yeast Tsa1 has four potential human homologous: PRDX1, PRDX2, PRDX3, and PRDX4. As expected, some yeast genes did not have an identifiable human homolog. Human homologs corresponding to yeast genes with mutation rates above 1.8 fold in BY4742 deletion strains were used in subsequent studies. These human genes were: OTC, PRDX1, PRDX2, PRDX3, PRDX4, PIF1, OMA1, and FANCM.
Novel variants in suppressors of Alu-mediated recombination do not modify BRCA1-associated cancer risk
Among carriers of BRCA1 mutations, there is significant variability in the age of onset of cancer –. Studies of high-risk families quantifying the extent of risk variation have suggested that other genetic factors may modify the risk of breast cancer associated with BRCA1 mutations –. Importantly, it is likely that initiation of a significant proportion of neoplastic transformation in mutation carriers is the result of Alu-mediated aberrant homologous recombination events resulting in somatic loss of the wild-type allele. In order to determine if variation in candidate genes modifies the effect of germline mutation in BRCA1, women with inherited mutations in BRCA1 who developed breast cancer at or before the age of 39 and/or ovarian cancer at or before the age of 64 were identified from a large series of BRCA1 mutation carriers. Genomic sequence for the eight candidate genes was determined using DNA from the selected 94 BRCA1 mutation carriers. Polymorphisms listed on the UCSC Genome Browser as known SNPs or reported in the 1000 Genomes Project were not considered further. Eleven novel heterozygous variants in these human homologs were identified (Table 1 and Table S7): one in PRDX3, one in PRDX4, two in PIF1, one in OMA1, and six in FANCM. No novel variants were identified in OTC, PRDX1, or PRDX2. The novel protein variants in PRDX3 and OMA1 were predicted to be benign by Polyphen and SIFT, computational tools used to predict if amino acid substitutions are deleterious. All six novel variants in FANCM were also predicted to be benign by SIFT and PolyPhen; in addition two of these mutations were identified in controls. The V21L mutation in PIF1 was also predicted by PolyPhen and SIFT to be benign. The P109S mutation in PIF1 was predicted to be probably damaging but was identified in control populations. We also determined whether, in a family in which a respective variant was found, whether all BRCA1 mutation carriers in a family also carried the respective variant allele. However, no variants segregated with BRCA1 carrier status in a given family. Thus, we conclude that these variants did not modify risk of breast and/or ovarian cancer in BRCA1 mutation carrier.
Genomic analysis of suppressors of Alu-mediated recombination in sporadic breast tumors
Tumor suppressor genes often show evidence of heterozygous gene loss in cancers. For example, loss of heterozygosity (LOH) at BRCA1 is common in both inherited and sporadic breast cancer. In order to determine if any of the genes identified in this screen are candidate breast cancer tumor suppressor genes, twenty-five sporadic breast tumors were analyzed for LOH at the respective candidate gene loci. Two microsatellite markers for each gene (Table S2) were amplified using tumor and corresponding normal DNA. Results are listed in Table 1 (and shown in Figure S2). Of the loci evaluated for LOH in breast tumors, the Arg3 homolog, OTC, displayed LOH in 30% of breast tumors, while the Tsa1 homolog, PRDX1, was lost in 26% of tumors. For each tumor that displayed LOH, the gene of interest was sequenced in order to identify inactivating mutations on the retained allele. However, no inactivating somatic mutations were identified, suggesting that PRDX1 and OTC do not play a role in sporadic breast tumorigenesis.
Analysis of suppressors of Alu-mediated recombination in probands from high-risk breast cancer families
In order to determine if any of the genes revealed in our screen contributed to increased risk in unexplained high-risk breast cancer families, defined as families with 4 or more cases of breast or ovarian cancer, we chose to study a population where genetic heterogeneity is reduced. Genomic DNA from probands of 44 Ashkenazi Jewish high-risk breast cancer families (wild-type for BRCA1, BRCA2 and CHEK2) was sequenced. Polymorphisms listed on the UCSC Genome Browser, dbSNP, or 1000 Genomes were not considered to be new mutations. Three previously unreported substitutions were identified, two in the FANCM gene, and one in the PIF1 gene (Table 1 and Table S8). The mutations in FANCM were identified in the control series and thus were not considered to contribute to elevated breast cancer risk. However, the heterozygous PIF1 variant L319P was not found in a series of 184 Ashkenazi Jewish controls or in 184 Caucasian controls. Both SIFT and PolyPhen indicated that this substitution was likely to be deleterious. This variant was identified in a family in which the proband had breast cancer at the age of 37. The substitution was inherited from the proband's father who was diagnosed with prostate cancer at 60. The proband's paternal grandmother also carried the variant and was diagnosed with breast cancer at 63. Interestingly, her paternal aunt who also carried the variant was diagnosed with extramammary Paget's disease in the genital area. This condition is an exceedingly rare intraepithelial adenocarcinoma and is often associated with neoplasms arising in the bladder, urethra, or prostate (reviewed in ).
Because this family is of Ashkenazi Jewish ancestry, we screened normal DNA from an additional 844 Ashkenazi Jewish breast cancer cases for PIF1 L319P and identified two probands who carried this allele. Of note, PIF1 L319P was not detected in almost 10,000 chromosomes evaluated in the Exome Variant series (http://evs.gs.washington.edu/EVS). We also determined the sequence of the entire PIF1 coding sequence and 20 bp of flanking intronic sequence in normal DNA from 400 additional high-risk breast cancer probands from of European ancestry. For all probands, BRCA1 and BRCA2 had been determined to be wildtype on the basis of commercial sequencing and BART analysis by Myriad Genetics . Although PIF1 variant L319P was not observed in this series, four novel heterozygous variants were identified (Table 2). All PIF1 variants identified to date are listed in Table 2. Of the additional variants, only the S223T and R592C substitutions were predicted to be intolerable by both SIFT and PolyPhen.
Table 2. PIF1 variants.doi:10.1371/journal.pone.0030748.t002
Bioinformatic analysis of human PIF1 variant L319P
Protein alignment with PIF1 homologs places PIF1 L319 between conserved helicase motifs II and III . Amino acid L319 is 93% conserved with only one noted conservative substitution in Chlamydia muridarum. To determine if the PIF1 L319P variant impacts protein structure, bioinformatic resources were used to evaluate conservation of the amino acid in which the substitution occurred. The PSIPRED protein secondary structure prediction program predicted with a high confidence level that amino acid L319 is in the middle of a helix.
Functional analysis of human PIF1 variant L319P in yeast
S. pombe Pfh1 is required to maintain both mitochondrial and nuclear genome integrity . The S. pombe Pfh1 allele L430P corresponds to the H. sapiens L319P allele. To determine if a pfh1-L430P allele could provide the essential function of pfh1+ in S. pombe, three different strains were constructed (Table S3). All three strains had a wild-type (WT) pfh1+ flanked by loxP sites at its endogenous locus. When WT Cre recombinase was introduced into these strains, it stimulated recombination between the two loxP sites flanking pfh1+, resulting in a pfh1 cell. The strains also carried either pfh1-L430P, wild-type pfh1+, or an empty vector integrated at the leu1-32 locus. The ectopic copies of mutant or WT pfh1 were expressed from the pfh1+ promoter. Cre recombinase was introduced into the three strains by introducing a plasmid containing cre+ and ura4+. In addition, the three strains were independently transformed with a plasmid containing ura4+ and a catalytically inactive Cre recombinase (cre−), which served as a control for transformation efficiency .
Strains expressing pfh1-L430P produced very few Ura+ colonies when transformed with cre+ (Figure 2A, top row left). However, a large number of Ura+ transformants were observed with the catalytically inactive cre− control (Figure 2A, second row left). Similar results were seen with the negative control strain in which very few Ura+ transformants were seen with an empty vector at the leu1-32 locus, and very few Ura+ colonies were obtained with the cre+ plasmid and many Ura+ cells with the cre− control (Figure 2A first and second rows right). In contrast, in the positive control strain having pfh1+ at leu1-32, large numbers of Ura+ transformants were observed after transformation with either cre+ or cre− recombinase plasmids (Figure 2A first and second rows middle). Further analysis of the resulting colonies from the cre+ transformation of the pfh1-L430P and empty vector revealed that they were kanamycin resistant, indicating that wild-type Pfh1 was expressed in these transformants due to lack of recombination at the loxP sites.
Figure 2. pfh1-L430P does not complement wild-type pfh1+ function.
(A) Complementation assay in pfh1::loxP pfh1+ kanMX6 loxP strain with either the L430P mutation (leu::pfh1-L430P), Pfh1 (leu::pfh1+), or an empty vector (leu::leu+) strain after transformation with a plasmid expressing Cre (cre+) or Cre-Y324F (cre−). The transformation plates are contrast-inverted pictures. (B) Anti-Pfh1 western blot of wild-type Pfh1GFP (WT) and three independent clones (1–3) expressing Pfh1-L430P. S. pombe cells were grown in the absence (−) or presence (+) of thiamine. 0, 12, and 24 hours indicates the amount of time cells were grown in the presence of thiamine. The loading control (LC) is a non-specific background band. (C) Heterologous expression constructs of pfh1-nuc or pfh1-mt* are indicated in the presence of pfh1::loxP pfh1+ kanMX6 loxP and leu::pfh1-L430P. Contrast-inverted pictures of transformation plates with cre+ on the top and cre− on the bottom.doi:10.1371/journal.pone.0030748.g002
The pfh1-L430P allele could fail to support viability either because the mutant protein is non-functional or because it is not stably maintained. To distinguish between these possibilities, strains expressing GFP-tagged Pfh1 at its endogenous locus and Pfh1-L430P at the leu1-32 locus were employed (Table S3). Since degradation products from Pfh1-GFP overlapped with the Pfh1-L430P bands on a western blot, Pfh1-GFP from an nmt+ repressible promoter system was used so that its expression could be turned off by addition of thiamine. The western blot revealed that Pfh1-GFP was not expressed in the presence of thiamine (WT, Figure 2B), whereas Pfh1-L430P expression was seen in three of three independent clones (1–3, Figure 2B).
Separation of function alleles pfh1-nuc and pfh1-mt* produce protein that localizes to the nucleus and mitochondria, respectively . To determine whether pfh1-L430P can complement either the nuclear or the mitochondrial helicase function, strains with pfh1-nuc or pfh1-mt* allele were used for a second complementation experiment (Table S3). Similar to the experiment in Figure 2A, pfh1-nuc or pfh1-mt* strains contained WT pfh1+ flanked by loxP sites and pfh1-L430P expressed under its endogenous promoter at the leu1-32 locus. After the transformation of Cre recombinase, few Ura+ transformants were observed (Figure 2C, top row). In contrast, the transformation control (cre−) yielded many Ura+ colonies (Figure 2C, bottom row). From this data, it can be concluded that the point mutation pfh1-L430P cannot complement the essential function of Pfh1 in either the nucleus or the mitochondria.
BRCA1 is a classic tumor suppressor gene in that loss of the wild-type allele (loss of heterozygosity, LOH) is required for tumorigenesis in germline mutation carriers. In sporadic breast tumors, allelic loss of BRCA1 is common –. Knudson's model would have predicted that in at least a proportion of these cases, BRCA1 is inactivated by a somatically acquired mutation. Contradicting this hypothesis is the observation that somatic BRCA1 mutations are exceedingly rare in sporadic carcinomas. However, BRCA1 message and protein are often decreased in sporadic breast and ovarian cancers , , , . In some cases, BRCA1 is down-regulated by aberrant methylation. Methylation of the BRCA1 promoter occurs in 11–14% – of sporadic breast cancers and in 5–31% , – of ovarian cancers and is often associated with LOH , . However, other mechanisms responsible for loss of BRCA1 in sporadic disease remain to be determined.
Alu-mediated aberrant homologous recombination contributes to loss of BRCA1 in a significant proportion of inherited disease. Importantly, this mechanism may explain some of the allelic loss of BRCA1 observed in sporadic disease. Thus we have taken a genomewide approach to identify genes that suppress Alu-mediated recombination in yeast with the knowledge that this screen would fail to reveal any human genes involved in suppressing Alu-mediated recombination for which no human homologs are present in yeast. A functional screen of the complete set of yeast deletion strains in the BY4742 background identified twelve strains with Alu-mediated recombination rates greater than 1.5 fold that of the wild-type strain (Table 1). To confirm that the 5-FOAR phenotype of the newly identified suppressors of Alu-mediated recombination was the result of deletion of the given open reading frames (ORFs), their counterparts in the BY4741 background were analyzed. Only 4 of the 12 strains were validated in BY4741, raising the possibility that the increased rate of Alu-mediated recombination in the other 8 strains was not related to deletion of the indicated gene. Of the 4 validated strains, mutation rates for arg3, tsa1, and rrm3 were significant when compared to the respective wild-type rate. While the mutation rate between oma1 in BY4741 and BY4742 was consistent, suggesting that this gene has a role in suppressing Alu-mediated recombination, the corresponding p-values were not significant when compared to the respective wild-type strain.
Deletion of TSA1, a thioredoxin peroxidase, has been shown to increase the rate of both spontaneous mutation as well as gross chromosomal rearrangement (GCR) , . The relative rate of tsa1-permissive GCR is similar to that for Alu-mediated recombination (7 and 3.34 , and this study, respectively). Together these results indicate the importance of this gene in preventing a broad spectrum of types of genomic instability. The human homologs of TSA1 are the four member of the peroxiredoxin (PRDX) family of antioxidant enzymes which reduce hydrogen peroxide and alkyl hydroperoxides. Homozygote Prdx1−/− mice knockouts develop hemolytic anemia and several malignant cancers including epithelial and mesenchymal tumors such as hepatocellular carcinoma, fibrosarcoma, osteosarcoma, islet cell adenomas, and adenocarcinomas of the lung and breast . Heterozygote Prdx1+/− mice also show increased frequency of hemolytic anemia and malignant cancer.
In contrast, ARG3, an ornithine carbamoyltransferase involved in the biosynthesis of arginine  and its human homolog OTC (ornithine transcarbamylase) have not been priorly identified as having a role in maintaining genomic stability. In addition, this protein has not been associated with cancer.
The final human homolog validated in this screen, RRM3, was first identified as a suppressor of recombination in ribosomal DNA (rDNA) . S. cerevisiae RRM3 and its paralog, PIF1, belong to the super family IB of 5′-to-3′ directed DNA helicases. The Pif1 family helicases are defined by seven highly conserved helicase signature motifs, three motifs that are shared with E. coli RecD and in eukaryotes, and a highly conserved 21-residue Pif1 family signature sequence located between motifs II and III . Mouse and human PIF1 proteins immuno-precipitate with telomerase activity and TERT, the catalytic subunit of telomerase . There is also some data suggesting that, like yeast Pif1, human PIF1 may inhibit telomerase activity in vivo and in vitro .
To determine whether variation in the human homologs of yeast genes that suppress Alu-mediated recombination modify the effect of BRCA1 in mutation carriers, we determined the sequence of these genes in a series of BRCA1 mutation carriers who had breast cancer and/or ovarian cancer at particularly early ages. Of the eleven variants identified in BRCA1 mutation carriers, two were identified in controls, and eight of the remaining mutations were not predicted to be damaging by internal alignment programs. Thus, the variants identified in these candidate genes do not appear to contribute to particularly early onset of disease in BRCA1 mutations carriers.
Numerous genomewide studies have been conducted analyzing LOH in sporadic breast cancers to reveal foci of potential tumor suppressor genes. Recent studies have employed higher resolution array-based CGH (aCGH) showing the enormous complexity of breast cancer genomes. These studies have consistently reported the same large regions of loss (8p, 9p, 13q, 16q) –; the number and identity of tumor suppressor genes that contribute to sporadic breast cancer remains largely unknown. Interestingly, high resolution mapping of regions of losses with frequencies of >30% included 1p32.1-p31.1, which contains OMA1, 1p36.33-p34.2, which is very close to PRDX1, 10q25.3-qtel, which contains PRDX3, 15q21.3-q24.3, which contains PIF1, and 11q14.3-qtel, which includes ATM . In the present study, LOH analysis of the human homolog suppressors of Alu-mediated recombination in 25 grade 3 invasive ductal carcinomas revealed LOH at 26 of 181 loci (14%), among informative cases. LOH frequencies among the chromosomal regions varied from 0% to 30% (Table 1 and Figure S2). For all genes displaying LOH, the retained allele was sequenced to identify inactivating mutations; however, none were identified in this series.
A significant proportion of high-risk breast cancer families are not explained by mutations in known genes, indicating that still unidentified genes may explain cancer risk in these families. To determine if variation in the human homologs of the yeast mutator candidate genes contributes to increased breast cancer risk in high-risk families, a cohort of Ashkenazi Jewish probands was sequenced for each of the human homologs. Three unreported variants in candidate genes were identified in this population (Table 1 and Table S8). Of these, only variant L319P in PIF1 was reported to be damaging by PolyPhen and not tolerated by SIFT. While this variant was not observed in 368 controls nor has it been reported in dbSNP or the 1000 Genomes Project, we identified it in 2 out of 844 breast cancer cases of Ashkenazi Jewish ancestry. The leucine at amino acid 319 is completely conserved within the PIF1 family of DNA helicases and is located within the putative Pif1family signature motif located between motifs II and III . Given that it is predicted to be within a helical domain (PredictProtein and PSIPRED), substitution of the five-membered chemical ring of proline from a linearly structured leucine likely disrupts protein structure. However, given the number of Ashkenazi Jewish controls evaluated for L319P we cannot exclude the possibility that this allele may be a rare PIF1 allele limited to this population.
Snow et al., reported that Pif1 (−/−) mice are viable at expected frequencies and displayed no visible abnormalities or increases tumor burden. These results seem to contradict those present here suggesting that loss of PIF1 function may contribute to breast carcinogenesis. However, for many genes it is well known that findings in mouse mutants cannot necessarily be extrapolated to humans. For example, early attempts to develop mouse models of BRCA1-linked breast cancer were unsuccessful (reviewed in ). Early embryonic lethality precluded tumor development in Brca1 (−/−) mice. Surprisingly, conventional null or hypomorphic Brca1 alleles revealed lack of tumor formation in heterozygous mice. However, homozygous mice with certain hypomorphic Brca1 alleles can survive to adulthood and display an increased susceptibility to a range of tumors, including mammary carcinomas . Tumors can also be induced by conditional inactivation of Brca1 in breast epithelial cells through cre/loxP-mediated recombination . Inactivation of Brca1 alone in murine ovarian surface epithelium resulted in an increased accumulation of premalignant changes, but no tumor formation . Importantly, somatic loss of both Brca1 and p53 resulted in the rapid and efficient formation of highly proliferative, poorly differentiated estrogen receptor-negative mammary tumors that closely mimic human BRCA-mutated breast cancers with basal-like phenotypes  suggesting that other genetic events contribute to tumorigenesis. Approximately 50% of familial breast cancer remains unresolved- that is disease cannot be explained by loss of function mutations in known breast cancer genes. Thus other genes are worthy of in-depth genomic analysis in unresolved families regardless of their associated mouse phenotype.
To determine if additional PIF1 variants impact breast cancer risk, we determined the complete PIF1 coding sequence in a series of 400 additional high risk breast cancer probands largely of European ancestry. Of the variants identified in this series, S223T, P357L, and R592C are potentially deleterious (Tables 1 and 2). In S. cerevisiae Rrm3, threonine occupies the position corresponding to human S233 thus it is unlikely that this variant impacts human PIF1 function; however, the amino acid is immediately adjacent to conserved helicase motif I (a nucleotide binding motif also known as “the Walker A box”) and as such could affect ATPase activity. The human proline at position 357 is adjacent to motif III and completely conserved within the family. Thus it is possible the nonconservative amino acid change P357L contributes to protein destabilization. R592C is a relatively conserved amino acid position (R or Q in humans, mice, both yeast Pif helicases, and E. coli RecD). While this substitution results in an amino acid with a smaller side chain, it is conservative in terms of hydrophilicity. However, in yeast, mutations in this region tend to disrupt helicase activity but not ATP binding or hydrolysis thereby impairing the ability of the protein to couple conformational changes caused by ATPase activity to DNA unwinding . Finally, PIF1 variant P109L, which was found in a BRCA1 mutation carrier with particularly early onset breast cancer as well as in 1 of 198 controls, is predicted to be deleterious. Although this proline resides over 100 residues upstream of motif I, it is completely conserved from yeast to humans.
The Pif1 family of 5′ to 3′ DNA helicases is conserved from yeasts to humans. While the Pif1 helicase function is dispensable in S. cerevisiae and mouse, the S. pombe Pfh1 is essential in both mitochondria and nuclei . The results shown here demonstrate that the pfh1-L430P allele does not provide the essential activity of Pfh1 (Figure 2A). Since Pfh1-L430P is expressed, its failure to complement is not due to misfolding and degradation of the mutant protein (Figure 2B). Pfh1-L430P does not complement Pfh1 helicase activity in either the nucleus or the mitochondrial (Figure 2C). Therefore, we conclude the lethality of cells expressing Pfh1-L430P is due to loss of helicase function in both the nucleus and mitochondria.
Here we report the systematic analysis of the complete set of yeast gene deletion mutants to identify genes required for preventing Alu-mediated aberrant homologous recombination events, providing a global view of these nonessential genes in maintaining genome stability. We identified both previously known suppressors of chromosomal rearrangements as well as a number of novel genes. We provide genetic and functional evidence that a rare, loss of function variant in the helicase PIF1 may elevate breast cancer risk. Finally, although the primary aim of this research was to identify novel genes involved in genomic rearrangement at the BRCA1 locus, the genes identified in this screen may also contribute to chromosomal rearrangement at other loci. As such, they should be considered as candidate genes capable of facilitating cancer-inducing deletions, duplications, translocations, and splice variations in other tumor types.
Scoring of −Leu/+5FOA plates with cells transformed with pAUA. Four rows (48 wells) from each yeast deletion transformation plate were streaked onto −Leu/+5FOA media. This plate is an example. 5-FOAR scoring is noted to illustrate scores of 0 (0 colonies), 1 (1–5 colonies), 2 (6–10 colonies), 3 (11–15 colonies), 4 (16–34 colonies), and 5 (≥35 colonies). The wild-type strain had a score of 1.
LOH in sporadic breast tumors. Twenty-five sporadic breast tumors and matched normal DNA were tested for loss of heterozygosity (LOH). Two markers closely flanking each gene were tested and loss of heterozygosity at either marker indicated LOH at the gene. The percentage of LOH at each gene is indicated below the dot plot.
Oligonucleotides used in the process of creating and sequencing pAUA.
Microsatellite markers used for LOH analysis in sporadic breast tumors.
S. pombe strains.
Results of yeast deletion strain 5FOA screen with plasmid pAUA.
Alu -mediated recombination rate for yeast deletion strains (BY4741) transformed with pAUA.
Human Homologs of Candidate Suppressors of Alu -mediated recombination.
Novel variants in candidate suppressors of Alu -mediated recombination in BRCA1 mutation carriers presenting with exceptionally early breast and/or ovarian cancer.
Novel variants in candidate suppressors of Alu -mediated recombination in high risk Ashkenazi Jewish breast cancer families.
We thank the Dan Lockshon/Brian Kennedy labs, University of Washington, for the use of their yeast strains, and the Stan Fields lab, University of Washington, for the use of vectors and yeast strains. We thank Maureen Waite for her initial work on the project.
Conceived and designed the experiments: PLW KMC SDA KPF. Performed the experiments: PLW KMC SDA KPF. Analyzed the data: PLW KMC SDA KPF M-CK VAZ. Contributed reagents/materials/analysis tools: PLW KMC SDA KPF. Wrote the paper: PLW KMC M-CK.
- 1. Lander ES, Linton LM, Birren B, Nusbaum C, Zody MC, et al. (2001) Initial sequencing and analysis of the human genome. Nature 409: 860–921.
- 2. Deininger PL, Batzer MA (1999) Alu repeats and human disease. Mol Genet Metab 67: 183–193.
- 3. Smith TM, Lee MK, Szabo CI, Jerome N, McEuen M, et al. (1996) Complete genomic sequence and analysis of 117 kb of human DNA containing the gene BRCA1. Genome Res 6: 1029–1049.
- 4. Sluiter MD, van Rensburg EJ (2010) Large genomic rearrangements of the BRCA1 and BRCA2 genes: review of the literature and report of a novel BRCA1 mutation. Breast Cancer Res Treat Online First™.
- 5. Walsh T, Casadei S, Coats KH, Swisher E, Stray SM, et al. (2006) Spectrum of mutations in BRCA1, BRCA2, CHEK2, and TP53 in families at high risk of breast cancer. Jama 295: 1379–1388.
- 6. Futreal PA, Soderkvist P, Marks JR, Iglehart JD, Cochran C, et al. (1992) Detection of frequent allelic loss on proximal chromosome 17q in sporadic breast carcinoma using microsatellite length polymorphisms. Cancer Res 52: 2624–2627.
- 7. Borg A, Zhang QX, Johannsson O, Olsson H (1994) High frequency of allelic imbalance at the BRCA1 region on chromosome 17q in both familial and sporadic ductal breast carcinomas. J Natl Cancer Inst 86: 792–794.
- 8. Cropp CS, Nevanlinna HA, Pyrhonen S, Stenman UH, Salmikangas P, et al. (1994) Evidence for involvement of BRCA1 in sporadic breast carcinomas. Cancer Res 54: 2548–2551.
- 9. Devilee P, Schuuring E, van de Vijver MJ, Cornelisse CJ (1994) Recent developments in the molecular genetic understanding of breast cancer. Crit Rev Oncog 5: 247–270.
- 10. Futreal PA, Liu Q, Shattuck-Eidens D, Cochran C, Harshman K, et al. (1994) BRCA1 mutations in primary breast and ovarian carcinomas. Science 266: 120–122.
- 11. Rio PG, Pernin D, Bay JO, Albuisson E, Kwiatkowski F, et al. (1998) Loss of heterozygosity of BRCA1, BRCA2 and ATM genes in sporadic invasive ductal breast carcinoma. Int J Oncol 13: 849–853.
- 12. Tong D, Kucera E, Schuster E, Schmutzler RK, Swoboda H, et al. (2000) Loss of heterozygosity (LOH) at p53 is correlated with LOH at BRCA1 and BRCA2 in various human malignant tumors. Int J Cancer 88: 319–322.
- 13. Mueller CR, Roskelley CD (2003) Regulation of BRCA1 expression and its relationship to sporadic breast cancer. Breast Cancer Res 5: 45–52.
- 14. Russell PA, Pharoah PD, De Foy K, Ramus SJ, Symmonds I, et al. (2000) Frequent loss of BRCA1 mRNA and protein expression in sporadic ovarian cancers. Int J Cancer 87: 317–321.
- 15. Beckmann MW, Picard F, An HX, van Roeyen CR, Dominik SI, et al. (1996) Clinical impact of detection of loss of heterozygosity of BRCA1 and BRCA2 markers in sporadic breast cancer. Br J Cancer 73: 1220–1226.
- 16. Ji HP, King MC (2001) A functional assay for mutations in tumor suppressor genes caused by mismatch repair deficiency. Hum Mol Genet 10: 2737–2743.
- 17. Kolodner R (1996) Biochemistry and genetics of eukaryotic mismatch repair. Genes Dev 10: 1433–1442.
- 18. Modrich P, Lahue R (1996) Mismatch repair in replication fidelity, genetic recombination, and cancer biology. Annu Rev Biochem 65: 101–133.
- 19. Winzeler EA, Shoemaker DD, Astromoff A, Liang H, Anderson K, et al. (1999) Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis. Science 285: 901–906.
- 20. Schiestl RH, Gietz RD (1989) High efficiency transformation of intact yeast cells using single stranded nucleic acids as a carrier. Curr Genet 16: 339–346.
- 21. Woods RA, Gietz RD (2001) High-efficiency transformation of plasmid DNA into yeast. Methods Mol Biol 177: 85–97.
- 22. Gietz RD, Woods RA (2002) Transformation of yeast by lithium acetate/single-stranded carrier DNA/polyethylene glycol method. Methods Enzymol 350: 87–96.
- 23. Lea DAaC, C.A. (1949) The distribution of the numbers of mutants in bacterial populations. J Genet 49: 264–285.
- 24. Marsischky GT, Filosi N, Kane MF, Kolodner R (1996) Redundancy of Saccharomyces cerevisiae MSH3 and MSH6 in MSH2-dependent mismatch repair. Genes Dev 10: 407–420.
- 25. Huang J, Papadopoulos N, McKinley AJ, Farrington SM, Curtis LJ, et al. (1996) APC mutations in colorectal tumors with mismatch repair deficiency. Proc Natl Acad Sci U S A 93: 9049–9054.
- 26. Moreno S, Klar A, Nurse P (1991) Molecular Genetic-Analysis of Fission Yeast Schizosaccharomyces-Pombe. Methods in Enzymology 194: 795–823.
- 27. Kanter-Smoler G, Dahlkvist A, Sunnerhagen P (1994) Improved method for rapid transformation of intact Schizosaccharomyces pombe cells. Biotechniques 16: 798–800.
- 28. Werler PJH, Hartsuiker E, Carr AM (2003) A simple Cre-loxP method for chromosomal N-terminal tagging of essential and non-essential Schizosaccharomyces pombe genes. Gene 304: 133–141.
- 29. Zhou JQ, Qi HY, Schulz VP, Mateyak MK, Monson EK, et al. (2002) Schizosaccharomyces pombe pfh1(+) encodes an essential 5′ to 3′ DNA helicase that is a member of the PIF1 subfamily of DNA helicases. Molecular Biology of the Cell 13: 2180–2191.
- 30. Antoniou A, Pharoah PD, Narod S, Risch HA, Eyfjord JE, et al. (2003) Average risks of breast and ovarian cancer associated with BRCA1 or BRCA2 mutations detected in case Series unselected for family history: a combined analysis of 22 studies. Am J Hum Genet 72: 1117–1130.
- 31. Simchoni S, Friedman E, Kaufman B, Gershoni-Baruch R, Orr-Urtreger A, et al. (2006) Familial clustering of site-specific cancer risks associated with BRCA1 and BRCA2 mutations in the Ashkenazi Jewish population. Proc Natl Acad Sci U S A 103: 3770–3774.
- 32. Rebbeck TR (2002) Inherited predisposition and breast cancer: modifiers of BRCA1/2-associated breast cancer risk. Environ Mol Mutagen 39: 228–234.
- 33. Antoniou AC, Pharoah PD, McMullan G, Day NE, Stratton MR, et al. (2002) A comprehensive model for familial breast cancer incorporating BRCA1, BRCA2 and other genes. Br J Cancer 86: 76–83.
- 34. Begg CB, Haile RW, Borg A, Malone KE, Concannon P, et al. (2008) Variation of breast cancer risk among BRCA1/2 carriers. Jama 299: 194–201.
- 35. Antoniou AC, Cunningham AP, Peto J, Evans DG, Lalloo F, et al. (2008) The BOADICEA model of genetic susceptibility to breast and ovarian cancers: updates and extensions. Br J Cancer 98: 1457–1466.
- 36. Lloyd J, Flanagan AM (2000) Mammary and extramammary Paget's disease. J Clin Pathol 53: 742–749.
- 37. Frank TS, Deffenbaugh AM, Reid JE, Hulick M, Ward BE, et al. (2002) Clinical characteristics of individuals with germline mutations in BRCA1 and BRCA2: analysis of 10,000 individuals. J Clin Oncol 20: 1480–1490.
- 38. Zhang DH, Zhou B, Huang Y, Xu LX, Zhou JQ (2006) The human Pif1 helicase, a potential Escherichia coli RecD homologue, inhibits telomerase activity. Nucleic Acids Res 34: 1393–1404.
- 39. Pinter SF, Aubert SD, Zakian VA (2008) The Schizosaccharomyces pombe Pfh1p DNA helicase is essential for the maintenance of nuclear and mitochondrial DNA. Mol Cell Biol 28: 6594–6608.
- 40. Thompson ME, Jensen RA, Obermiller PS, Page DL, Holt JT (1995) Decreased expression of BRCA1 accelerates growth and is often present during sporadic breast cancer progression. Nat Genet 9: 444–450.
- 41. Wilson CA, Ramos L, Villasenor MR, Anders KH, Press MF, et al. (1999) Localization of human BRCA1 and its loss in high-grade, non-inherited breast carcinomas. Nat Genet 21: 236–240.
- 42. Esteller M, Silva JM, Dominguez G, Bonilla F, Matias-Guiu X, et al. (2000) Promoter hypermethylation and BRCA1 inactivation in sporadic breast and ovarian tumors. J Natl Cancer Inst 92: 564–569.
- 43. Rice JC, Ozcelik H, Maxeiner P, Andrulis I, Futscher BW (2000) Methylation of the BRCA1 promoter is associated with decreased BRCA1 mRNA levels in clinical breast cancer specimens. Carcinogenesis 21: 1761–1765.
- 44. Catteau A, Harris WH, Xu CF, Solomon E (1999) Methylation of the BRCA1 promoter region in sporadic breast and ovarian cancer: correlation with disease characteristics. Oncogene 18: 1957–1965.
- 45. Geisler JP, Hatterman-Zogg MA, Rathe JA, Buller RE (2002) Frequency of BRCA1 dysfunction in ovarian cancer. J Natl Cancer Inst 94: 61–67.
- 46. Baldwin RL, Nemeth E, Tran H, Shvartsman H, Cass I, et al. (2000) BRCA1 promoter region hypermethylation in ovarian carcinoma: a population-based study. Cancer Res 60: 5329–5333.
- 47. Staff S, Isola J, Tanner M (2003) Haplo-insufficiency of BRCA1 in sporadic breast cancer. Cancer Res 63: 4978–4983.
- 48. Huang ME, Rio AG, Nicolas A, Kolodner RD (2003) A genomewide screen in Saccharomyces cerevisiae for genes that suppress the accumulation of mutations. Proc Natl Acad Sci U S A 100: 11529–11534.
- 49. Smith S, Hwang JY, Banerjee S, Majeed A, Gupta A, et al. (2004) Mutator genes for suppression of gross chromosomal rearrangements identified by a genome-wide screening in Saccharomyces cerevisiae. Proc Natl Acad Sci U S A 101: 9039–9044.
- 50. Neumann CA, Krause DS, Carman CV, Das S, Dubey DP, et al. (2003) Essential role for the peroxiredoxin Prdx1 in erythrocyte antioxidant defence and tumour suppression. Nature 424: 561–565.
- 51. Jauniaux JC, Urrestarazu LA, Wiame JM (1978) Arginine metabolism in Saccharomyces cerevisiae: subcellular localization of the enzymes. J Bacteriol 133: 1096–1107.
- 52. Miller BJ, Wang D, Krahe R, Wright FA (2003) Pooled analysis of loss of heterozygosity in breast cancer: a genome scan provides comparative evidence for multiple tumor suppressors and identifies novel candidate regions. Am J Hum Genet 73: 748–767.
- 53. Bochman ML, Sabouri N, Zakian VA (2010) Unwinding the functions of the Pif1 family helicases. DNA Repair (Amst) 9: 237–249.
- 54. Snow BE, Mateyak M, Paderova J, Wakeham A, Iorio C, et al. (2007) Murine Pif1 interacts with telomerase and is dispensable for telomere function in vivo. Mol Cell Biol 27: 1017–1026.
- 55. Rennstam K, Ahlstedt-Soini M, Baldetorp B, Bendahl PO, Borg A, et al. (2003) Patterns of chromosomal imbalances defines subgroups of breast cancer with distinct clinical features and prognosis. A study of 305 tumors by comparative genomic hybridization. Cancer Res 63: 8861–8868.
- 56. Loo LW, Grove DI, Williams EM, Neal CL, Cousens LA, et al. (2004) Array comparative genomic hybridization analysis of genomic alterations in breast cancer subtypes. Cancer Res 64: 8541–8549.
- 57. Naylor TL, Greshock J, Wang Y, Colligon T, Yu QC, et al. (2005) High resolution genomic analysis of sporadic breast cancer using array-based comparative genomic hybridization. Breast Cancer Res 7: R1186–1198.
- 58. Nessling M, Richter K, Schwaenen C, Roerig P, Wrobel G, et al. (2005) Candidate genes in breast cancer revealed by microarray-based comparative genomic hybridization of archived tissue. Cancer Res 65: 439–447.
- 59. Pierga JY, Reis-Filho JS, Cleator SJ, Dexter T, Mackay A, et al. (2007) Microarray-based comparative genomic hybridisation of breast cancer patients receiving neoadjuvant chemotherapy. Br J Cancer 96: 341–351.
- 60. Evers B, Jonkers J (2006) Mouse models of BRCA1 and BRCA2 deficiency: past lessons, current understanding and future prospects. Oncogene 25: 5885–5897.
- 61. Ludwig T, Fisher P, Ganesan S, Efstratiadis A (2001) Tumorigenesis in mice carrying a truncating Brca1 mutation. Genes Dev 15: 1188–1193.
- 62. Xu X, Wagner KU, Larson D, Weaver Z, Li C, et al. (1999) Conditional mutation of Brca1 in mammary epithelial cells results in blunted ductal morphogenesis and tumour formation. Nat Genet 22: 37–43.
- 63. Clark-Knowles KV, Garson K, Jonkers J, Vanderhyden BC (2007) Conditional inactivation of Brca1 in the mouse ovarian surface epithelium results in an increase in preneoplastic changes. Exp Cell Res 313: 133–145.
- 64. Liu X, Holstege H, van der Gulden H, Treur-Mulder M, Zevenhoven J, et al. (2007) Somatic loss of BRCA1 and p53 in mice induces mammary tumors with features of human BRCA1-mutated basal-like breast cancer. Proc Natl Acad Sci U S A 104: 12111–12116.
- 65. Hall MC, Matson SW (1999) Helicase motifs: the engine that powers DNA unwinding. Mol Microbiol 34: 867–877.