Abstract
Microhomology (MH) flanking a DNA double-strand break (DSB) drives chromosomal rearrangements but its role in mutagenesis has not yet been analyzed. Here we determined the mutation frequency of a URA3 reporter gene placed at multiple locations distal to a DSB, which is flanked by different sizes (15-, 18-, or 203-bp) of direct repeat sequences for efficient repair in budding yeast. Induction of a DSB accumulates mutations in the reporter gene situated up to 14-kb distal to the 15-bp MH, but more modestly to those carrying 18- and 203-bp or no homology. Increased mutagenesis in MH-mediated end joining (MMEJ) appears coupled to its slower repair kinetics and the extensive resection occurring at flanking DNA. Chromosomal translocations via MMEJ also elevate mutagenesis of the flanking DNA sequences 7.1 kb distal to the breakpoint junction as compared to those without MH. The results suggest that MMEJ could destabilize genomes by triggering structural alterations and increasing mutation burden.
Author summary
Recurrent chromosome translocations juxtapose chromosomal fragments and alter expression of tumor suppressors or oncogenes at or near breakpoint junctions to develop distinct types of leukemias and childhood sarcomas. The prevalence of 2–20 bp of imperfect overlapping sequences (a.k.a. microhomology [MH]) at the breakpoint junctions suggests the type of repair events joining two chromosomal fragments and the formation of oncogenic chromosomal translocations. In this study, we discovered that MH-mediated end joining (MMEJ) operates with kinetics markedly slower than other repair options. The slower kinetics leads to extensive resection and drives hypermutagenesis at sequences flanking the break site. We also found that MH-mediated chromosomal translocations accumulate mutations at sequences up to several kilobases distal to the breakpoint junction as compared to those without MH. Our results revealed that MH contributes to genetic instability by facilitating chromosomal translocations and increasing mutational load at the sequences flanking the breakpoints.
Introduction
The presence of short stretches of overlapping sequence (microhomology, MH) is a frequent feature of pathogenic chromosomal translocation breakpoints in human cells and has been implicated in juxtaposing two DNA ends for the error-prone repair of DNA breaks in both yeast and vertebrates [1–3]. This so-called microhomology-mediated end joining (MMEJ) is genetically distinct from Ku-dependent classical end joining or homologous recombination and becomes a prominent repair option when conventional repair mechanisms become inactivated or unavailable. Accordingly, MMEJ is frequently regarded as a back-up to the canonical repair pathways although it is still operational in cells retaining other repair options and contributes to a wide range of cellular chromosome maintenance processes including telomere maintenance and programmed immune receptor gene rearrangements [4, 5].
MMEJ is a highly error prone pathway because it inevitably entails deletion of inter-MH sequences and one of the MHs. MMEJ is also prone to chromosomal rearrangements due in part to the loss of intra-chromosomal joining bias [6]. To initiate MMEJ, DNA ends should first be resected and the flanking MHs for annealing should form ssDNA [7–10]. DNA resection also triggers DNA damage-induced checkpoints and the association of the strand exchange protein (Rad51)-DNA complex with ssDNA to initiate the homology search during recombination [11–13]. Furthermore, the formation of ssDNA at DNA ends inhibits non-homologous end joining (NHEJ), committing cells to homologous recombination (HR) and the MMEJ pathway [14]. Enzymatically, DNA end resection in eukaryotic cells comprises two distinct stages: initial resection by the Mre11 complex and more extensive resection by Dna2/Blm (Sgs1 in yeast) and Exo1 [15–18]. MMEJ is thus deficient in mre11-deleted cells or those deleted for CtIP [7–9, 19–22], a protein associated with the Mre11 complex that regulates its nuclease activity. Furthermore, expression of hypomorphic rfa1 mutants, one of the three subunits in the replication protein A (RPA) ssDNA binding complex in yeast, elevates the MMEJ frequency almost 350-fold and induces gross chromosomal rearrangements with MHs at the breakpoint junctions [23]. Resection and the formation of ssDNA are thus key steps in MMEJ and likely dictate the types of repair outcomes and chromosomal integrity upon DNA breakage.
Interestingly, emerging evidence suggests that ssDNA also triggers elevated mutagenesis because cells ultimately need to fill-in the gaps formed during double strand break (DSB) repair and restore the DNA duplex by the actions of an error prone translesion polymerase [24–26]. DSB repair thus represents a significant source of mutagenesis and fuels genome instability in mitotic cells. Together these observations prompted us to consider if MMEJ could contribute to mutagenesis especially at the breakpoints of chromosomal translocations because ssDNA represents an obligate intermediate for the process. Indeed, breakpoint junctions of complex copy number variants often contain MH and are associated with a high frequency of mis-sense and in-del types of mutations at the flanking DNA likely due to error prone repair synthesis [27–29]. We surmise that some of these junctions and mutagenesis might arise by MMEJ.
Results
MMEJ is highly mutagenic
To address if MMEJ is mutagenic, we set up a model MMEJ assay in yeast and placed a URA3 reporter gene at several locations distal to an HO recognition site (5.8-, 7.1-, 7.2-, 9.1-, 11.5-, 14.5-, and 20-kb from the break, see Fig 1A). A DSB generated by HO cleavage is then flanked by 15-, 18- or 203-bp of direct repeat sequences 51-bp distal to the HO recognition site to mediate inter-repeat recombination (Fig 1A). The strain also lacks HML and HMR, two silent templates for gene conversion, and expresses HO endonuclease from the GAL1/10 promoter integrated at the ade3 genomic locus. The entire open reading frame of the endogenous URA3 locus on chromosome V is also deleted to eliminate gene conversion between ura3 sequences. Upon addition of galactose to the culture medium, HO is expressed (S1 Fig), and the resulting DSB is repaired by Rad52-dependent, but Rad51-independent single strand annealing (SSA) or MH-mediated events via annealing of flanking direct repeats (Fig 1A).
We measured overall survival frequency and FOA-resistant (FOAR) survival frequency by fluctuation tests, which reflect DSB repair and repair-induced mutation frequency, respectively (S1 and S2 Tables)[30]. We also measured mutation frequency in the CAN1 gene located on the left arm of chromosome V as an internal control and used it to calculate the spontaneous mutation frequency intrinsic to cell proliferation and to determine the 95% confidence intervals (S3 Table).
We found that HO expression led to a nearly 10-fold reduction in survival in the strain with 15-bp repeats compared to that with 203-bp repeats, indicating that 15-bp repeats do not efficiently support DSB repair (S1 Table). HO expression led to an intermediate level of survival in the strain with 18-bp repeats as compared to those with 15- or 203-bp repeats. Induction of HO increased the mutation frequency of the reporter gene 5.1- to 931-fold in the strain with 15-bp repeats, 13.5-fold in the strain with 18-bp repeats, and 7.2-fold in 203-bp repeats (Fig 1, S2 Table). The highest mutation frequency was observed in the strain having the URA3 gene inserted closest (5.8 kb) to the 15-bp repeats. The location of URA3 did not have an impact on the survival frequency (near 8%) nor the frequency of can1 mutations (Fig 1, S1–S3 Tables). The symmetry of the mutagenesis profile at either side of the break suggests that the distance to the repeats is one of the key factors dictating the frequency of mutagenesis (Fig 1B). Overall, the HO-induced mutation frequency was 51 times higher in cells that employed 15-bp of MH for repair (compare FOAR frequency in the 7.1-kb telomere proximal location in 15-bp vs 203-bp repeat containing strains, Fig 1B), and the mutations were found at greater distal locations up to 14.5-kb from the break in MMEJ events compared to those in the 203-bp repeat strain (Fig 1B, S2 Table), suggesting that mutagenesis is inversely related to the repair frequency.
As a comparison, we also measured the mutation frequency before and after HO expression in strains lacking direct repeat sequences. The strains lacking repeats did not significantly (<4.1-fold) induce mutagenesis 7.1-kb distal to the DSB (Fig 1C, S2 Table).
To determine the types and spectra of mutations associated with DSB repair, ura3 genes were recovered from FOAR survivors and subjected to sequencing analysis (S2–S4 Figs, S4, S5 and S11–S16 Tables). Mutation spectra were analyzed in the ura3 reporter on either side of the break to rule out the effect of chromatin landscape on the mutagenesis profile. We found that mutations were scattered throughout the open reading frame of the URA3 gene but clustered to several hotspots with base substitutions/deletions at homo-polymeric runs. Surprisingly, we only detected two multiple mutants out of over 300 sequenced mutation events. The low frequency of widely spaced multiple mutations in the URA3 reporter gene at DSB likely attributed to the small size of reporter gene (0.8-kb). G to C transversion-type events were dramatically elevated (42.4% without HO expression vs 83.3%, 60.9% or 64.4% after HO expression, see S4 Table) among mutations in the reporter placed at the 7.1 kb telomere-proximal location but not at the 5.8 kb centromere-proximal location after HO expression. We also observed minor differences in the mutagenesis patterns in strains with 15- or 203-bp repeats; for instance, recombination between 203-bp repeats induced far fewer base substitution type mutations at adenine relative to 15-bp MH or no homology repair events (p = 0.0549; S2–S4 Figs, S4 Table). The results suggest that MH-mediated repair is a powerful source of mutagenesis even for sequences that are tens of kilobases away from the break site.
MH-mediated repair is kinetically slower than single strand annealing
To elucidate the basis for elevated mutagenesis in MH-mediated repair, we determined the timing of repair product formation by polymerase chain reaction (PCR) using primers flanking the repeats (Fig 2A, red and black arrows). To restrict our measurements of repair kinetics to a single cell cycle, we treated cells with nocodazole either prior to (S6A and S6B Fig) or just after (Fig 2B, S6C Fig) HO expression and rendered cells arrested at the G2 phase of the cell cycle. The cell cycle profile was confirmed by flow cytometry (S5 Fig).
We discovered that 15- and 203-bp repeat mediated repair events operate with distinctly different temporal kinetics in both conditions regardless of the order of nocodazole treatment and HO expression: SSA products using 203-bp direct repeats emerged at 2–4 h post-HO expression whereas the MH-mediated repair products were initially detected at 2 h but slowly accumulate up to 6–8 h post-HO expression (Fig 2B and 2C). These results further support the inefficiency of MH-mediated repair events.
We surmise that the protracted MMEJ kinetics reflects the instability of MH annealing and therefore, is inherent to the MMEJ process. Indeed, the rate of repair is higher between longer MH (18-bp) repeats than for shorter ones (15-bp), and the reaction follows first order kinetics (Fig 2C). To further test this possibility, we monitored MMEJ frequency in strains carrying MH of different melting temperatures by incorporating one or more base mismatches within the 18-bp repeats, thereby reducing the stability of MH pairing (Fig 2D). We discovered that the frequency of MMEJ was proportional to the melting temperature of flanking MHs (Fig 2D and 2E), supporting the premise that the stability of MH dictates the MMEJ frequency and corresponds to a key parameter of successful repair by MMEJ. Interestingly, the position of the mismatch also impinged on the MH-mediated repair frequency such that the mismatches towards telomere-proximal or central locations more severely disrupt MH-mediated repair (Fig 2D and 2E).
Extensive resection occurs in repair via MH
Evidence suggests that the amount of resection is directly proportional to the time needed for the repair [31]. The slow kinetics of repair events using MH might be accompanied by extensive resection at flanking DNA sequences. We therefore measured the extent of resection in both SSA and MH-mediated repair events. To date, most resection assays measured the amount of ssDNA in donorless yeast cells that lack all efficient repair options except limited end joining events [15, 32, 33]. However, in cells where resection leads to successful repair, the amount of ssDNA corresponds to the sum of resection and repair synthesis, complicating the accurate measurement of the extent of resection. To determine the amount of end resection in MMEJ events, we instead measured the amount of new DNA synthesis because the resected DNA should ultimately be re-synthesized by repair synthesis (Fig 3A). To detect the amount of repair synthesis, we labeled newly synthesized DNA using a nucleoside analog, bromodeoxyuridine (BrdU) in strains expressing both a nucleoside kinase as well as an equilibrative nucleoside transporter [34].
The amount of new DNA synthesis (i.e. resection) was monitored by incubating nocodazole-arrested G2 cells carrying 18-bp MHs in medium containing BrdU, which incorporates into nascent DNA during repair synthesis upon HO expression. Genomic DNA isolated from cells at several time points post-HO expression was pulled down with anti-BrdU antibody and analyzed by qPCR using a series of primer sets that anneal to the regions flanking the DNA break (Fig 3A). We found that BrdU incorporation extended up to 7.8-kb distal to the nearest repeats (location C) in MH-mediated repair (Fig 3B). The results were in stark contrast to SSA wherein the incorporation was not detectable even at 3.9-kb from the proximal repeat (Fig 3B, green bars). BrdU incorporation was not detected in strains lacking an HO cleavage site or in those without repeats (Fig 3B, orange bars and black bars, respectively). To further examine the extent of resection (and re-synthesis) during SSA, we constructed a strain in which the 527-bp repeat is situated asymmetrically at 5-kb distal and 0.5-kb proximal to the break site (Fig 3B, blue bars). In this strain, at least 5-kb of resection should occur to expose the requisite homology if resection proceeds symmetrically. Indeed, we found that BrdU incorporation is detected strongly at 3-kb proximal (location B) and up to 4.5-kb from the break (location C), but steeply declined at a site 6.1-kb proximal to the break (location D)(Fig 3B), indicating that resection is halted within a narrow zone about 1–2 kb beyond the repeat sequence. The results also suggest that the BrdU profile faithfully reflects the extent of resection and that MH-mediated repair events are accompanied by extensive DNA synthesis flanking the break site commensurate with the slow repair kinetics.
Deficient resection reduces mutagenesis
Emerging evidence suggests that ssDNA engenders elevated spontaneous and UV-induced mutagenesis [24–26, 35, 36]. According to this finding, mutation frequency may be directly proportional to the amount of end resection at given chromatin locations [25, 26], which could explain elevated mutagenesis in MH-mediated repair. Indeed, we found that UV treatment led to a dramatic (83,814-fold) increase in FOAR (and thus Ura3-) frequency among survivors after HO expression when the URA3 gene was inserted at 7.1-kb distal to the break site, and a moderate increase (279-fold) at 14.5-kb distal to the break site in a strain carrying flanking 15-bp MH (Fig 4A, S6 Table). In contrast, UV irradiation increased the frequency of FOAR survivors when the URA3 gene was inserted 7.1-kb (268-fold) or 11.5-kb (276-fold) distal to the break in long repeat strains (Fig 4B, S6 Table). As predicted, strong strand bias toward base substitutions at pyrimidines of the unresected strand was detected in the mutation spectra of the reporter placed at either side of the break (pyrimidine:purine = 31:2 and 22:6 at 5.8-kb centromere-proximal and 7.1 kb telomere-proximal to the break site, respectively) after UV and HO induction (S7 and S8 Figs, S5, S8 and S17–21 Tables). The results were consistent with the BrdU incorporation profile obtained from the ChIP assay that showed resection and repair synthesis reached at least 7.8-kb from the break site in MH-mediated repair but not in SSA (see Fig 3B).
In yeast, resection proceeds by two distinct stages: short range resection by the Mre11 complex, and long-range resection by Exo1 or Sgs1/Dna2 [13, 15, 17]. To test if resection and the formation of ssDNA trigger elevated mutagenesis flanking a DSB, we deleted EXO1 or SGS1, two enzymes responsible for different resection pathways, and measured the mutation frequency of a URA3 reporter gene at 7.1-kb distal to the break site upon HO induction. Should resection underlie elevated mutagenesis, deletion of EXO1 or SGS1 should reduce the mutation frequency upon HO expression in a strain carrying 15-bp MH. Indeed, the mutation frequency was reduced to 22- to 11-fold in sgs1 or exo1 deletion cells, respectively (Fig 4C). This was true even without UV irradiation (Fig 1D). We also found that break-induced mutagenesis depends on the Rev1 and Rev3 error-prone polymerases [37], but only moderately on Pif1 [38] and Rad30, suggesting that bubble migration as seen in break-induced replication is not chiefly responsible for the elevated mutagenesis in MH-mediated repair (Figs 1D and 4C)[39–41].
MH induced elevated mutagenesis at chromosomal translocation breakpoints
Previously, we showed that flanking MH could trigger promiscuous end joining and chromosomal translocation if the repeats are placed in two different chromosomes [6]. To test if MH also induces hypermutagenesis at the regions flanking breakpoint junctions of chromosomal translocations, a yeast strain carrying two HO recognition sites, one at the MAT locus on chromosome III and the other at the ura3 locus on chromosome V, was engineered to have 17-bp MH 2-kb telomere proximal to both HO cleavage sites (Fig 5A). The strain also contains a galactose-inducible HO endonuclease gene and lacks the HML and HMR loci so that the addition of galactose to the culture medium will induce DSBs at both cleavage sites but not elsewhere. DSB repair in this strain can proceed by intra- or inter-chromosomal MH-mediated repair and NHEJ. To distinguish the types of repair events, we have placed hygromycin resistance (HPH) and TRP1 genes next to the HO cleavage site so MH-mediated repair will lead to hygromycin sensitivity and/or tryptophan auxotrophy. The formation of a chromosomal translocation was then determined by PCR across HO cleavage sites using primers that anneal to two different chromosomes (Fig 5A).
Upon inducing HO for only two hours, over 20% of cells survive, of which at least 90% repair one or both breaks by NHEJ (Fig 5B). The predominance of NHEJ events among survivors after 2 h of HO expression could be attributed to relatively faster kinetics of NHEJ compared to MH-mediated repair [10] and therefore, NHEJ likely acting before MMEJ for DSB repair. Faster NHEJ kinetics also limits the frequency of chromosomal translocations among survivors due to the inherent bias of NHEJ to intra-chromosomal joining [42]. In events where both ends are repaired by MH-mediated repair (i.e., hph−trp1–), no intra-chromosomal repair bias is found (S9C Fig). In contrast, most survivors from persistent HO expression arose from MH-mediated repair events (hph–), nearly half of which are chromosomal translocations, consistent with our previous observations (S9 Fig) [6].
To measure mutation frequency associated with MH-mediated chromosomal translocations, we inserted the URA3 reporter at 7.1-kb distal to the MAT cleavage site and measured the frequency of FOAR survivors after 2 h of HO expression. Induction of HO increased the FOAR frequency 55.6-fold and most (91.8%) FOAR survivors were hygromycin sensitive, indicating that MH-mediated repair events were significantly enriched among mutagenic repair (Fig 5C). The majority of mutations were few base pair indels or base substitutions at homopolymer runs as described in [25]. Notably, G to T transversions were increased 4-fold (p = 0.02) after DSB induction (S10 Fig, S9, S22 and S23 Tables). Strong enrichment (11-fold, p<0.001) of MH-mediated repair events (hph- events, confirmed by analyzing the repair junctions) among FOAR survivors further confirms the high mutagenicity of such events as compared to those repaired by NHEJ (hph+ events, confirmed by analyzing the repair junctions). Furthermore, among FOAR survivors, chromosomal translocation events increased by 2.3-fold, with total survivors increasing from 6.8% to 16.1%. Together, these results suggest that MH-mediated chromosomal translocation could induce hypermutagenesis at sequences flanking the breakpoints.
Discussion
Repair of a DNA double strand break (DSB) is frequently associated with elevated mutagenesis due in part to mutagenic repair synthesis that reverts accompanying ssDNA back to duplex form [24–26, 35, 36]. Indeed, hypermutagenesis was reported in ectopic gene conversion and break-induced replication even if mutagenesis is not always associated with error-prone translesion polymerases [35, 39, 40, 43]. Certain trinucleotide repeats, short palindromes, and interstitial telomeric sequences also induce chromosomal fragility and mutagenesis to flanking DNA sequences [44–48], likely because they trigger the formation of DNA DSBs and mutagenic DNA repair synthesis. We now show that MH-mediated end joining (MMEJ) can be added to the list of pathways endowed with extremely high mutagenesis potential, even up to tens of kilobases from the break site, underscoring its genome destabilizing capacity. Importantly, many of these mutations share features of clustered mutagenesis at or near chromosomal translocation breakpoints in human cancer cells [24, 26], raising the possibility that MMEJ contributes to some of these mutations. Alternatively, hypermutagenesis at the breakpoint junctions of MMEJ events reflects that yeast repair synthesis relies on error-prone polymerases, whereas in vertebrate cells repair is achieved by higher fidelity polymerases.
We propose that hypermutagenesis in MMEJ is linked with its slow kinetics. This is an inherent feature of MMEJ due to its reliance on the annealing of short MHs (S11 Fig), which itself is thermodynamically unstable and also counteracted by the presence of RPA [3, 6, 23]. The differences between MMEJ, HR and NHEJ with respect to kinetics as well as cell cycle dependency might dictate the order and timing of repair pathway choice for DNA lesions in cells and thus repair outcomes and associated mutagenesis upon DNA damage. It may also explain why MMEJ is more prominent when other competing and faster acting pathways become depleted or deficient [19, 49]. Alternatively, or in addition to MH annealing, other constraints such as degradation of antagonizing factors or the late recruitment of MMEJ components to the break site could contribute to slow MMEJ kinetics. Indeed, emerging evidence in vertebrate cells indicates that MMEJ could be blocked by a proteasome inhibitor [50] and normally confined to unique sub-nuclear compartments [51]. Additional studies are necessary to determine the underlying basis of slow MMEJ kinetics.
To analyze MMEJ-induced mutagenesis, we employed an experimental strategy that entails replica-plating of the surviving colonies after several divisions on non-selective medium following HO expression (see Materials and Methods for additional details). The arrangement was necessary because MMEJ is a slow repair process and 5-FOA kills yeast cells rapidly and does not allow residual divisions needed to establish DSB induced mutagenesis. Acute cell killing by FOA medium might also explain why UV irradiation did not increase spontaneous mutagenesis in URA3 as compared to that measured CAN1 mutagenesis using canavanine containing medium for selection (see S2, S3, S6 and S7 Tables). Mutation frequencies without DSB induction were measured by direct plating onto FOA containing medium. Excessive killing of recently formed ura3 mutants after transfer to FOA containing medium could thus account for the apparent lack of mutagenesis upon UV irradiation. Nonetheless, our results fully establish that MMEJ is far more mutagenic than SSA and NHEJ, in which all mutation frequency measurements involved identical set-ups and the methodologies used.
The presence of MH in most pathogenic chromosome translocations and complex genome rearrangements highlights MH as a driver for genome destabilization via either variant end joining, HR, or template switch (TS) mechanisms [52]. Complex genome rearrangements (CGRs) and somatic rearrangements are also accompanied by dramatically high levels of mutagenesis of DNA sequences at or near breakpoints harboring MHs [27, 53]. Analysis of breakpoint junctions with single base-pair resolution from 95 tumor samples revealed that somatic rearrangements across all cancer cell types are frequently associated with hypermutagenesis up to 10-kb flanking the breakpoint junctions [29]. Most of these mutations are transversion types [28, 29]. These results raise an intriguing possibility that breakpoint mutagenesis could partially be attributed to MMEJ driven events. Specifically, mutations observed at locations far distal from the break site cannot readily be explained by current models of microhomology-mediated BIR or TS, yet are consistent with long-range mutagenesis in MMEJ [39, 52, 54].
Under experimental conditions, MMEJ and other repair events could sharply induce mutagenesis at DNA flanking DSBs. It raises the tantalizing possibility that break-induced mutagenesis could drive the progression of diseases and potentially dictate cellular responses to current treatment protocols. Mutations occurring at flanking DNA sequences could also offer a unique strategy to selectively target disease cells that harbor pathogenic chromosomal rearrangements using neighboring gene deficiency as additional biomarkers. However, mutagenesis might be confined to a small fraction of repair events and many of these mutations do not necessarily lead to gene deficiency. Nonetheless, it will be interesting to explore if MH at the breakpoint junctions impinges on the aggressiveness of diseases and/or the treatment outcomes and could thus be exploited to identify the best therapeutic approaches according to the types of repair events triggering chromosomal rearrangements.
Materials and methods
Strains
All yeast strains (S10 Table) are derivatives of JKM139 or JKM179 and were made by amplification of the hygromycin B phosphotransferase (HPH) gene from pAG26 with 90-bp oligonucleotides, containing 20-bp of homology to HPH, various sizes of microhomology/homology sequence, and homology to the Z1 region of MATα/a on chromosome III. Briefly, the SS203 strain containing direct 203-bp repeats flanking the Z1 region of MATα on chromosome III was constructed by the Golden Gate technique using primers ssa1, ssa2, ssa3 and ssa4 [55]. For SS527 strain construction, 527-bp fragments encompassing MATα Z2 sequence and TAF2 3’ end sequence were amplified (527-F and 527-R) and fused with the HPH gene at the 3’ end by PCR, and integrated into the PHO87 gene locus by PCR-based gene targeting (primers to introduce homology for integration: Pho87-HYG-F and TAF2-3-R). Gene deletion mutants were constructed by a PCR-based technique using oligonucleotides flanked by terminal sequences homologous to the open reading frames of target genes. BrdU incorporating (BrdU-inc) strains were constructed by the one step integration method as described previously52.
HO endonuclease induction
Yeast cells grown in YEP-glycerol media for 16 h were serially diluted and plated onto YEP-dextrose and YEP-galactose plates. Galactose induces HO endonuclease expression. Short or pulsed HO expression was achieved by adding 2% (w/v) galactose to the logarithmically growing yeast cells in YEP-glycerol medium, and after the indicated time of incubation, aliquots of culture were removed and plated onto YEP-dextrose to inhibit further HO endonuclease expression. Survival frequency was calculated by dividing the number of colonies on YEP-galactose by the number of colonies on YEP-dextrose plates.
Quantitative PCR-based assay to detect MMEJ product formation in real time
Logarithmically growing yeast cells were incubated in YEP-glycerol for 16 h and 2% (w/v) galactose was added to the culture 2.5 hours prior to or after nocodazole (15 μg/ml) induced G2 cell cycle arrest. At different time points (0–10 hours), aliquots of culture were harvested and genomic DNA was isolated using the MasterPure Yeast DNA Purification Kit (Epicentre Biotechnologies). The amount of repair product was determined by quantitative PCR using primers flanking the newly re-joined DNA and normalized by amplification of a control locus in the genome (YEN1 genomic locus). To eliminate uncut or NHEJ events, genomic DNA was digested with PsiI restriction enzyme prior to PCR analysis. The recognition sequence of PsiI is located in the inter-repeat DNA and is thus deleted in MMEJ products but not in NHEJ products.
Detection of repair synthesis by BrdU-incorporation assay
A single colony of S. cerevisiae cells was inoculated in 2–3 mL YEP-dextrose and cultured for 12–24 h. One ml of cells was harvested, washed with YEP-glycerol, transferred to 200 ml YEP-glycerol, and cultured overnight. Nocodazole was added to the culture at a final concentration of 20 μg/ml, and cells were cultured for another 3 h (at this point, cells were examined under the microscope to ensure that >90% of cells are arrested at G2/M). A double strand break was induced by adding galactose at 2% final concentration, and BrdU was supplemented to the medium at 400 μg/ml. Cells were cultured for another 10- to 13-h (no repeats & 18-bp) or 4- to 6-h (203-bp & 527-bp), and then harvested and washed with 50 mM EDTA. Genomic DNA was isolated by standard glass bead-based DNA extraction. Isolated DNA was re-suspended in 200 μl TE supplemented with RNase A (100 ng/ml), incubated at 37°C for 1 h, and then sonicated to sheer the DNA to fragments ranging from 200 bp to 700 bp. DNA was separated by 1.2% agarose gel and fragments ranging from 200–700 bp were extracted using a gel purification kit (Qiagen). One μg of purified DNA fragments (20–50 μl), 10 μg ssDNA and 10 μl 10xPBS, supplemented with distilled H2O to a final volume of 100 μl, was mixed, pelleted in a microcentrifuge, and placed in a 100°C heat block for 10 min. The mixture was then supplemented with 400 μl PBST (PBS, 0.1% Triton X-100), and 1 μl anti-BrdU antibody, and incubated at 4°C with rotating for 2 hrs. Five μl of the reaction was taken as 1% input, and mixed with 200 μl elution buffer. IP reactions were supplemented with 30 μl Dyna magnetic protein G beads (Invitrogen), and incubated for another 2 h. DNA-antibody-protein G bead complexes were subjected to extensive washing as follows: 1) 1 ml lysis buffer (50 mM HEPES pH 7.5, 1 mM EDTA, 140 mM NaCl, 1% Triton X-100, 0.1% NaDoc) for 5 min, 3 times; 2) 1 ml high salt lysis buffer (50 mM HEPES pH 7.5, 1 mM EDTA, 500 mM NaCl, 1% Triton X-100, 0.1% NaDoc) for 5 min; 3) 1 ml washing buffer (100 mM Tris-HCl pH 8.0, 1 mM EDTA, 1% Triton X-100, 0.1% NaDoc) for 5 min; 4) TE (10 mM Tris-HCl, 1 mM EDTA) for 5 min. The supernatant was removed completely, and DNA-antibody complexes were eluted with 2 x 100 μl elution buffer (10 mM Tris-HCl, 1 mM EDTA, 1% SDS) by incubating the tube at 65°C for 15 min. Beads were precipitated by magnetic apparatus, DynaMag2, and the supernatant was transferred to a new tube. Eluted DNA-antibody complexes were supplemented with 10 μl glycogen, 25 μl 3 M NaAC (pH 5.6) and 500~750 μl ice cold ethanol and kept at -80°C for >2 hrs. DNA was precipitated by centrifugation at 13,000 rpm at 4 °C for 15 minutes. Precipitated DNA was resuspended in 300 μl distilled water and subjected to quantitative PCR analysis using a series of primer sets that anneal to the regions flanking the DNA break site.
Mutagenesis associated with DSB repair
Logarithmically growing yeast cells were incubated in YEP-Glycerol medium for 16 h and then diluted with fresh 2% (w/v) galactose (Gal) synthetic complete media to induce Gal-HO-endonuclease expression for generation of site-specific DSBs. After 4 h of growth in galactose 108 cells were spun down and plated onto 150 mm YEP-GAL plates. To test UV-induced mutagenesis, the YEP-GAL plates were subsequently irradiated with 20 J m-2 ultraviolet-C (UV-C) using a Stratalinker (Stratagene). UV-C treated and untreated cells on YEP-GAL plates were incubated at 30°C for 12 h and then replica plated onto media containing 1 mg/ml 5-fluoroorotic acid (5-FOA) and 60 mg/ml L-canavanine to select for ura3 and can1 mutants.
To measure the frequency of FOA-resistant colony formation, we used the replica plating of surviving colonies after short-term (12 h) growth on YEP-GAL instead of a more standard method that entails simply plating cells onto FOA-GAL plates. We opted for this strategy because MMEJ events proceed significantly slower than SSA or gene conversion events and such slow repair product formation could impinge on the rate of FOA resistant colony formation. Indeed, the standard plating method greatly underestimate (almost 89-fold lower) the FOA colony formation frequency in a strain with 15-bp repeats; in contrast, the values obtained from standard plating and replica plating methods are almost identical in SSA-induced mutagenesis. We concluded that measurement of mutation frequency by the standard plating method is not suitable for MMEJ-mediated mutagenesis analysis and far less accurate even if the replica plating method may lead to minor fluctuations. Importantly, the replica plating method used here is remarkably reproducible with only <20% fluctuation between different trials (3 independent trials).
In order to determine the level of induced mutations, we calculated “mutation frequency” with r/N (‘r’: the total number of mutants, ‘N’: the total number of cells plated). Since we scored mutation events that are induced by an HO break, and formed within a single cell cycle, the frequency should be more appropriate in this case. The assay measures the frequency of 5-FOA resistant colony formation per viable cells. For the statistical interpretation of the data, the web tool “FALCOR” was used to calculate confidence intervals about the median with the cumulative binomial distribution of the rank value of M [30]. Significance testing was done via the Mann–Whitney U test [56] using the FALCOR program. The binomial distribution function used to calculate 95% confidence intervals is: Pr (probability) = n!/k!(n-k)! x (0.5)n; n = number of cultures in the experiments, k = the rank value.
The ‘‘No-GAL”control cells (108) were plated on Media containing 5-fluoroorotic acid (5-FOA) and L-canavanine to measure the spontaneous mutation frequency. For an additional control, mutation frequency in a “no homology” strain was also measured. Continuous Gal-induced HO endonuclease expression led to only 0.1% survival in this strain; therefore, for accurate mutation frequency measurements, the “no homology” strains were treated with galactose in order to induce endonuclease for only 2 h. Otherwise, all strains were treated identically. For further analysis of type of mutation pattern, a single FOAR mutant was recovered from each culture to avoid scoring of redundant mutations arising from the same mutated parent, the URA3 reporter was amplified by polymerase chain reaction (PCR) using primers annealing upstream and downstream of the gene, and products were sent (Beckman Coulter) for single pass sequencing using multiple primer sets. The primer sequences and additional information are listed in the “Primer List” (Table 1).
Table 1. Primer list.
Strain | Primer | Sequence |
MH15 |
mh15-5' | CGGAATATGGGACTACTTCGCGCAACAGTATAATTTTATAAACCCTGGTTTTGGTTTTGTAGAGTGGTTGACGAGACTACTTCGCGCAAGGAAGCTTCGTACGCTGCAGG |
mh15-3' | ACACTCTATAAGGCCAAATGTACAAACACATCTTCCCAATATCCGTCACCACGTACTTCAGCATAATTATTAGGCCACTAGTGGATCTGA | |
M18 | m18-5' | AATATGGGACTACTTCGCGCAACAGTATAATTTTATAAACCCTGGTTTTGGTTTTGTAGAGTGGTTGACGATGGGACTACTTCGCGCAAGGAAGCTTCGTACGCTGCAGG |
m18-3' | ACACTCTATAAGGCCAAATGTACAAACACATCTTCCCAATATCCGTCACCACGTACTTCAGCATAATTATTAGGCCACTAGTGGATCTGA | |
SS2 | ssa1 | GACGCTCTTCACCGCCCACTTCTAAGCTGATTTCAATCTC |
ssa2 | GACGCTCTTCTACTCGTCAACCACTCTACAAAACC | |
ssa3 | GACGCTCTTCTAGTCTGGAAGTCAAAATACTCAGTTTC | |
ssa4 | GACGCTCTTCCATGCCGTCGACCTGCAGCGTACGAAGCTTCCGCGCGAAGTAGTCCCATATTCCGTG | |
SS527 | 527-F | TCAGTATAGCTATCCTATTTGA |
527-R | GGTAAACTTGATATTGTTATAAAG | |
Pho87-HYG-F | AATTGGCTTAGGCAATGGATACTTGAAATATTCAATTTGAAGCTTTTCTTGCATAAGTTTCTCAGCTTCATCTTCAATAGGAAGCTTCGTACGCTGCAGG | |
TAF2-3-R | GTCGTACCTGCACGACCACATTGTTTGGGAAAGAAGCAACACATGGAAAGACATGTTGGAGCGCCTCTCTTCGCAAAATAACGGGTAAACTTGATATTGTTATAA | |
URA3 Reporter Position (kb)a |
Primer | Sequence |
C-20 | SS1-F | TATGACAAGTTGCTTCCTGTCTTTATGGTCTGAGAGCAGTAAAAAAGCTTCATGGTAACTTTATTAACATACCCTACAACCTTAGTAGTTGGT |
SS1-R | ATGCATGGCTTAAAGAAAATACATTGCTGAAGCAAAAGCTCACCAAAAATTTGCGTTGCAAAGCTTTGTTTGCAGTTTTGCTGGCCGCATCT | |
C-7.2 | SS2-F | TCTCTAAACTATGATTTGGACACATTTACGGATAGATTACCTAACGCTGGAGAAACTTTAGTTTTGCTGGCCGCATCT |
URA3 Reporter Position (kb)a |
Primer | Sequence |
C-7.2 | SS2-R | ATGGCCGCAGCTTGGTTCAATCCCTTACCACCAGCATGTGTTTCGAAGTGGTTAGCCCTGCTACAACCTTAGTAGTTG. |
C-5.8 | SS3-F | TTGTCACAGGTGTTTTGTTGGGTGTTAAAACTTTCAATGACCCTGTCGAACACCGGTGTATAGTTTTGCTGGCCGCATCT |
SS3-R | TGTGATGTGTAATGGAATGGCTTCACTAGCCCATAAGAAAGCACAGCATTCTACCAATGCCCTACAACCTTAGTAGTTGG | |
T-7.1 | SS4-F | TGCATTGTTATTCCTTCGAAACCAGCAGTAATAAGTCGTCCTGAGAACGATGTAGATTTACTACAACCTTAGTAGTTGGT |
SS4-R | CAAGAAGAAGGACGACTTTAAGATGGAAGGAGGTGATTTAGAGTACCAAC ATGTAAAGATCAGTTTTGCTGGCCGCATCT | |
T-9.1 | SS5-F | AAAAACTAATGTTGACATGACATTATGCAATAATTTATTTATGAGAGAAAGAGAAAAACACTACAACCTTAGTAGTTGGT |
SS5-R | TGTCACACTACCTCTTGGTGAGATTCGATTGAAGAGGCGTGATTTTATGAAAAATTTGTAGAGTTTTGCTGGCCGCATCT | |
T-11.5 | SS6-F | TATACACGCACTATTTTTCTTATATACAGGAGATGGGTGGCCACAGAACCCGCGCCTAGCCTACAACCTTAGTAGTTGGT |
SS6-R | TACATCAGAGGTACAAGGTTGGATGTCGGCGACCTCGAGGCAGGTCTAAGAAGAAAGAAATAGAGTTTTGCTGGCCGCATCT | |
T-14.5 | SS7-F | CTTTTCGTTTGGTGTCTGTTCAGGGCCCAGTATCATTATGACGTTGTACCTGACCTTATGACTACAACCTTAGTAGTTGGT |
SS7-R | CCATTCCCTATTGTATATCTATCAAGGGCTTGCGAGGGACACACGTGGTATGGTGGCAGTAGTTTTGCTGGCCGCATCT | |
Sequencing Location (kb)a |
Primers |
Sequence |
T-7.1 | SEQ-1 | CAAGAAGAAGGACGACTTTAAGATG |
SEQ-2 | TGCATTGTTATTCCTTCGAAACCAGC | |
SEQ-3 | AGTCAAATTGCAGTACTCT | |
SEQ-4 | ATTCGTAATGTCTGCCCAT | |
C-5.8 | SEQ-3 | AGTCAAATTGCAGTACTCT |
Sequencing Location (kb)a |
Primers |
Sequence |
C-5.8 | SEQ-4 | ATTCGTAATGTCTGCCCAT |
SEQ-5 | GGACAGTTAGAAGGGGAACCAATAAAC | |
SEQ-6 | AATTGAAAATTTGGCAGTTCCTAAGCTA |
a Depicts the position of the URA3 reporter gene from the break site in kilobases
“T” represents the telomeric side of the HO-break site. “C” refers to the centromeric side of the HO-break site.
Additionally, we performed the reconstruction experiments to illustrate the efficiency and the reproducibility of our mutagenesis detection method that involves replica plating rare mutant cells to FOA medium after 12 h of growth on YEP-GAL medium. Briefly, yeast cells with a wild-type URA3 gene and the mutated HO cleavage site at the MAT locus (URA+, FOA sensitive) were mixed with cells with mutations in ura3 and the HO site (URA-, FOA resistant) at two different ratios (105:1 and 10:1), plated onto YEP-GAL and FOA-GAL and grew them at 30°C for 12 h. The YEP-GAL plates were then replica-plated to FOA containing medium as described in our experimental protocol and incubated at 30°C for three more days. We scored the number of colonies on FOA plates and divided by the number of colonies grown on YEP-GAL plates. The median frequencies and the 95% confidence intervals were determined using the web tool “FALCOR”. We performed the experiments a total of three times to test the reproducibility of the mutagenesis measurement.
As shown in S24 Table, the mutation frequencies calculated by replica plating led to ~40% as compared to those analyzed by direct plating to FOA plates. The results suggest that the replica plating efficiency might correspond to approximately 50%. Most importantly, the mutation frequencies measured by the replica plating are remarkably constant and highly reproducible in three different tests with two different ratios of FOA+/- cell populations.
Supporting information
Acknowledgments
We are grateful to the members of the Lee and Myung labs for helpful discussions. We also thank Anna Malkova for providing us with BrdU-inc vectors.
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
This work was supported by NIH research grant GM71011, a pilot grant from IIMS/Greehy Children's Cancer Research Institute and William and Ella Owens Medical Research Foundation to SEL, a grant from ThriveWell Cancer Foundation to EYS, and by IBS-R022-D1 to KM. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Sinha S, Villarreal D, Shim EY, Lee SE. Risky business: Microhomology-mediated end joining . Mutat Res. 2016. Epub 2016/01/23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.McVey M, Lee SE. MMEJ repair of double-strand breaks (director's cut): deleted sequences and alternative endings. Trends Genet. 2008;24(11):529–38. Epub 2008/09/24. doi: 10.1016/j.tig.2008.08.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Sfeir A, Symington LS. Microhomology-Mediated End Joining: A Back-up Survival Mechanism or Dedicated Pathway? Trends Biochem Sci. 2015;40(11):701–14. Epub 2015/10/07. PubMed Central PMCID: PMCPMC4638128. doi: 10.1016/j.tibs.2015.08.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Lieber MR, Lu H, Gu J, Schwarz K. Flexibility in the order of action and in the enzymology of the nuclease, polymerases, and ligase of vertebrate non-homologous DNA end joining: relevance to cancer, aging, and the immune system. Cell Res. 2008;18(1):125–33. Epub 2007/12/19. doi: 10.1038/cr.2007.108 [DOI] [PubMed] [Google Scholar]
- 5.Lieber MR. Mechanisms of human lymphoid chromosomal translocations. Nat Rev Cancer. 2016;16(6):387–98. Epub 2016/05/26. doi: 10.1038/nrc.2016.40 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Villarreal DD, Lee K, Deem A, Shim EY, Malkova A, Lee SE. Microhomology directs diverse DNA break repair pathways and chromosomal translocations. PLoS Genet. 2012;8(11):e1003026 Epub 2012/11/13. PubMed Central PMCID: PMCPMC3493447. doi: 10.1371/journal.pgen.1003026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Truong LN, Li Y, Shi LZ, Hwang PY, He J, Wang H, et al. Microhomology-mediated End Joining and Homologous Recombination share the initial end resection step to repair DNA double-strand breaks in mammalian cells. Proc Natl Acad Sci U S A. 2013;110(19):7720–5. Epub 2013/04/24. PubMed Central PMCID: PMCPMC3651503. doi: 10.1073/pnas.1213431110 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Yun MH, Hiom K. CtIP-BRCA1 modulates the choice of DNA double-strand-break repair pathway throughout the cell cycle. Nature. 2009;459(7245):460–3. Epub 2009/04/10. PubMed Central PMCID: PMCPMC2857324. doi: 10.1038/nature07955 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Ma JL, Kim EM, Haber JE, Lee SE. Yeast Mre11 and Rad1 proteins define a Ku-independent mechanism to repair double-strand breaks lacking overlapping end sequences. Mol Cell Biol. 2003;23(23):8820–8. Epub 2003/11/13. doi: 10.1128/MCB.23.23.8820-8828.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Lee K, Lee SE. Saccharomyces cerevisiae Sae2- and Tel1-Dependent Single-Strand DNA Formation at DNA Break Promotes Microhomology-Mediated End Joining. Genetics. 2007;176(4):2003–14. Epub 2007/06/15 doi: 10.1534/genetics.107.076539 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Cejka P. DNA End Resection: Nucleases Team Up with the Right Partners to Initiate Homologous Recombination. J Biol Chem. 2015;290(38):22931–8. Epub 2015/08/02. PubMed Central PMCID: PMCPMC4645618. doi: 10.1074/jbc.R115.675942 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Daley JM, Niu H, Miller AS, Sung P. Biochemical mechanism of DSB end resection and its regulation. DNA Repair (Amst). 2015;32:66–74. Epub 2015/05/10. PubMed Central PMCID: PMCPMC4522330. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Symington LS. End resection at double-strand breaks: mechanism and regulation. Cold Spring Harb Perspect Biol. 2014;6(8). Epub 2014/08/03. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Symington LS, Gautier J. Double-strand break end resection and repair pathway choice. Annu Rev Genet. 2011;45:247–71. Epub 2011/09/14. doi: 10.1146/annurev-genet-110410-132435 [DOI] [PubMed] [Google Scholar]
- 15.Zhu Z, Chung WH, Shim EY, Lee SE, Ira G. Sgs1 helicase and two nucleases Dna2 and Exo1 resect DNA double-strand break ends. Cell. 2008;134(6):981–94. Epub 2008/09/23. PubMed Central PMCID: PMCPMC2662516. doi: 10.1016/j.cell.2008.08.037 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Shim EY, Chung WH, Nicolette ML, Zhang Y, Davis M, Zhu Z, et al. Saccharomyces cerevisiae Mre11/Rad50/Xrs2 and Ku proteins regulate association of Exo1 and Dna2 with DNA breaks. EMBO J. 2010;29(19):3370–80. Epub 2010/09/14. PubMed Central PMCID: PMCPMC2957216. doi: 10.1038/emboj.2010.219 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Mimitou EP, Symington LS. Sae2, Exo1 and Sgs1 collaborate in DNA double-strand break processing. Nature. 2008;455(7214):770–4. Epub 2008/09/23. PubMed Central PMCID: PMCPMC3818707. doi: 10.1038/nature07312 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Mimitou EP, Symington LS. Ku prevents Exo1 and Sgs1-dependent resection of DNA ends in the absence of a functional MRX complex or Sae2. EMBO J. 2010;29(19):3358–69. Epub 2010/08/24. PubMed Central PMCID: PMCPMC2957202. doi: 10.1038/emboj.2010.193 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Zhang Y, Jasin M. An essential role for CtIP in chromosomal translocation formation through an alternative end-joining pathway. Nat Struct Mol Biol. 2011;18(1):80–4. Epub 2010/12/07. PubMed Central PMCID: PMCPMC3261752. doi: 10.1038/nsmb.1940 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bennardo N, Cheng A, Huang N, Stark JM. Alternative-NHEJ is a mechanistically distinct pathway of mammalian chromosome break repair. PLoS Genet. 2008;4(6):e1000110 Epub 2008/06/28. PubMed Central PMCID: PMCPMC2430616. doi: 10.1371/journal.pgen.1000110 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Lee-Theilen M, Matthews AJ, Kelly D, Zheng S, Chaudhuri J. CtIP promotes microhomology-mediated alternative end joining during class-switch recombination. Nat Struct Mol Biol. 2011;18(1):75–9. Epub 2010/12/07. PubMed Central PMCID: PMCPMC3471154. doi: 10.1038/nsmb.1942 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Badie S, Carlos AR, Folio C, Okamoto K, Bouwman P, Jonkers J, et al. BRCA1 and CtIP promote alternative non-homologous end-joining at uncapped telomeres. EMBO J. 2015;34(3):410–24. Epub 2015/01/15. PubMed Central PMCID: PMCPMC4339125. doi: 10.15252/embj.201488947 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Deng SK, Gibb B, de Almeida MJ, Greene EC, Symington LS. RPA antagonizes microhomology-mediated repair of DNA double-strand breaks. Nat Struct Mol Biol. 2014;21(4):405–12. Epub 2014/03/13. PubMed Central PMCID: PMCPMC3980576. doi: 10.1038/nsmb.2786 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Chan K, Gordenin DA. Clusters of Multiple Mutations: Incidence and Molecular Mechanisms. Annu Rev Genet. 2015;49:243–67. Epub 2015/12/04. PubMed Central PMCID: PMCPMC4710516. doi: 10.1146/annurev-genet-112414-054714 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Yang Y, Sterling J, Storici F, Resnick MA, Gordenin DA. Hypermutability of damaged single-strand DNA formed at double-strand breaks and uncapped telomeres in yeast Saccharomyces cerevisiae. PLoS Genet. 2008;4(11):e1000264 Epub 2008/11/22. PubMed Central PMCID: PMCPMC2577886. doi: 10.1371/journal.pgen.1000264 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Roberts SA, Sterling J, Thompson C, Harris S, Mav D, Shah R, et al. Clustered mutations in yeast and in human cancers can arise from damaged long single-strand DNA regions. Mol Cell. 2012;46(4):424–35. Epub 2012/05/23. PubMed Central PMCID: PMCPMC3361558. doi: 10.1016/j.molcel.2012.03.030 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Carvalho CM, Pehlivan D, Ramocki MB, Fang P, Alleva B, Franco LM, et al. Replicative mechanisms for CNV formation are error prone. Nat Genet. 2013;45(11):1319–26. Epub 2013/09/24. PubMed Central PMCID: PMCPMC3821386. doi: 10.1038/ng.2768 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.De S, Babu MM. A time-invariant principle of genome evolution. Proc Natl Acad Sci U S A. 2010;107(29):13004–9. Epub 2010/07/10. PubMed Central PMCID: PMCPMC2919972. doi: 10.1073/pnas.0914454107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Drier Y, Lawrence MS, Carter SL, Stewart C, Gabriel SB, Lander ES, et al. Somatic rearrangements across cancer reveal classes of samples with distinct patterns of DNA breakage and rearrangement-induced hypermutability. Genome Res. 2013;23(2):228–35. Epub 2012/11/06. PubMed Central PMCID: PMCPMC3561864. doi: 10.1101/gr.141382.112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Hall BM, Ma CX, Liang P, Singh KK. Fluctuation analysis CalculatOR: a web tool for the determination of mutation rate using Luria-Delbruck fluctuation analysis. Bioinformatics. 2009;25(12):1564–5. Epub 2009/04/17. PubMed Central PMCID: PMCPMC2687991. doi: 10.1093/bioinformatics/btp253 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Chung WH, Zhu Z, Papusha A, Malkova A, Ira G. Defective resection at DNA double-strand breaks leads to de novo telomere formation and enhances gene targeting. PLoS Genet. 2010;6(5):e1000948 Epub 2010/05/21. PubMed Central PMCID: PMCPMC2869328. doi: 10.1371/journal.pgen.1000948 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Lee SE, Moore JK, Holmes A, Umezu K, Kolodner RD, Haber JE. Saccharomyces Ku70, mre11/rad50 and RPA proteins regulate adaptation to G2/M arrest after DNA damage. Cell. 1998;94(3):399–409. Epub 1998/08/26. [DOI] [PubMed] [Google Scholar]
- 33.Zierhut C, Diffley JF. Break dosage, cell cycle stage and DNA replication influence DNA double strand break response. EMBO J. 2008;27(13):1875–85. Epub 2008/05/31. PubMed Central PMCID: PMCPMC2413190. doi: 10.1038/emboj.2008.111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Vernis L, Piskur J, Diffley JF. Reconstitution of an efficient thymidine salvage pathway in Saccharomyces cerevisiae. Nucleic Acids Res. 2003;31(19):e120 Epub 2003/09/23. PubMed Central PMCID: PMCPMC206486. doi: 10.1093/nar/gng121 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Malkova A, Haber JE. Mutations arising during repair of chromosome breaks. Annu Rev Genet. 2012;46:455–73. Epub 2012/11/14. doi: 10.1146/annurev-genet-110711-155547 [DOI] [PubMed] [Google Scholar]
- 36.Strathern JN, Shafer BK, McGill CB. DNA synthesis errors associated with double-strand-break repair. Genetics. 1995;140(3):965–72. Epub 1995/07/01. PubMed Central PMCID: PMCPMC1206680. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Prakash S, Johnson RE, Prakash L. Eukaryotic translesion synthesis DNA polymerases: specificity of structure and function. Annu Rev Biochem. 2005;74:317–53. Epub 2005/06/15. doi: 10.1146/annurev.biochem.74.082803.133250 [DOI] [PubMed] [Google Scholar]
- 38.Bochman ML, Sabouri N, Zakian VA. Unwinding the functions of the Pif1 family helicases. DNA Repair (Amst). 2010;9(3):237–49. Epub 2010/01/26. PubMed Central PMCID: PMCPMC2853725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Sakofsky CJ, Ayyar S, Deem AK, Chung WH, Ira G, Malkova A. Translesion Polymerases Drive Microhomology-Mediated Break-Induced Replication Leading to Complex Chromosomal Rearrangements. Mol Cell. 2015;60(6):860–72. Epub 2015/12/17. PubMed Central PMCID: PMCPMC4688117. doi: 10.1016/j.molcel.2015.10.041 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Saini N, Ramakrishnan S, Elango R, Ayyar S, Zhang Y, Deem A, et al. Migrating bubble during break-induced replication drives conservative DNA synthesis. Nature. 2013;502(7471):389–92. Epub 2013/09/13. PubMed Central PMCID: PMCPMC3804423. doi: 10.1038/nature12584 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Wilson MA, Kwon Y, Xu Y, Chung WH, Chi P, Niu H, et al. Pif1 helicase and Poldelta promote recombination-coupled DNA synthesis via bubble migration. Nature. 2013;502(7471):393–6. Epub 2013/09/13. PubMed Central PMCID: PMCPMC3915060. doi: 10.1038/nature12585 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Lee K, Zhang Y, Lee SE. Saccharomyces cerevisiae ATM orthologue suppresses break-induced chromosome translocations. Nature. 2008;454(7203):543–6. Epub 2008/07/25. doi: 10.1038/nature07054 [DOI] [PubMed] [Google Scholar]
- 43.Hicks WM, Kim M, Haber JE. Increased mutagenesis and unique mutation signature associated with mitotic gene conversion. Science. 2010;329(5987):82–5. Epub 2010/07/03. PubMed Central PMCID: PMCPMC4254764. doi: 10.1126/science.1191125 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Shah KA, Shishkin AA, Voineagu I, Pavlov YI, Shcherbakova PV, Mirkin SM. Role of DNA polymerases in repeat-mediated genome instability. Cell Rep. 2012;2(5):1088–95. Epub 2012/11/13. PubMed Central PMCID: PMCPMC3513503. doi: 10.1016/j.celrep.2012.10.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Shah KA, Mirkin SM. The hidden side of unstable DNA repeats: Mutagenesis at a distance. DNA Repair (Amst). 2015;32:106–12. Epub 2015/05/10. PubMed Central PMCID: PMCPMC4522329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Saini N, Zhang Y, Nishida Y, Sheng Z, Choudhury S, Mieczkowski P, et al. Fragile DNA motifs trigger mutagenesis at distant chromosomal loci in saccharomyces cerevisiae. PLoS Genet. 2013;9(6):e1003551 doi: 10.1371/journal.pgen.1003551 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Kim HM, Narayanan V, Mieczkowski PA, Petes TD, Krasilnikova MM, Mirkin SM, et al. Chromosome fragility at GAA tracts in yeast depends on repeat orientation and requires mismatch repair. EMBO J. 2008;27(21):2896–906. doi: 10.1038/emboj.2008.205 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Aksenova AY, Greenwell PW, Dominska M, Shishkin AA, Kim JC, Petes TD, et al. Genome rearrangements caused by interstitial telomeric sequences in yeast. Proc Natl Acad Sci U S A. 2013;110(49):19866–71. doi: 10.1073/pnas.1319313110 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Liang F, Romanienko PJ, Weaver DT, Jeggo PA, Jasin M. Chromosomal double-strand break repair in Ku80-deficient cells. Proc Natl Acad Sci U S A. 1996;93(17):8929–33. Epub 1996/08/20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Howard SM, Yanez DA, Stark JM . DNA damage response factors from diverse pathways, including DNA crosslink repair, mediate alternative end joining. PLoS Genet. 2015;11(1):e1004943 Epub 2015/01/30. PubMed Central PMCID: PMCPMC4309583. doi: 10.1371/journal.pgen.1004943 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Lemaitre C, Grabarz A, Tsouroula K, Andronov L, Furst A, Pankotai T, et al. Nuclear position dictates DNA repair pathway choice. Genes Dev. 2014;28(22):2450–63. Epub 2014/11/05. PubMed Central PMCID: PMCPMC4233239. doi: 10.1101/gad.248369.114 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Ottaviani D, LeCain M, Sheer D. The role of microhomology in genomic structural variation. Trends Genet. 2014;30(3):85–94. Epub 2014/02/08. doi: 10.1016/j.tig.2014.01.001 [DOI] [PubMed] [Google Scholar]
- 53.Chen L, Zhou W, Zhang C, Lupski JR, Jin L, Zhang F. CNV instability associated with DNA replication dynamics: evidence for replicative mechanisms in CNV mutagenesis. Hum Mol Genet. 2015;24(6):1574–83. Epub 2014/11/16. PubMed Central PMCID: PMCPMC4381758. doi: 10.1093/hmg/ddu572 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Hastings PJ, Ira G, Lupski JR. A microhomology-mediated break-induced replication model for the origin of human copy number variation. PLoS Genet. 2009;5(1):e1000327 Epub 2009/01/31. PubMed Central PMCID: PMCPMC2621351. doi: 10.1371/journal.pgen.1000327 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Engler C, Marillonnet S. Golden Gate cloning. Methods Mol Biol. 2014;1116:119–31. Epub 2014/01/08. doi: 10.1007/978-1-62703-764-8_9 [DOI] [PubMed] [Google Scholar]
- 56.Flores-Rozas H, Kolodner RD. The Saccharomyces cerevisiae MLH3 gene functions in MSH3-dependent suppression of frameshift mutations. Proc Natl Acad Sci U S A. 1998;95(21):12404–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the paper and its Supporting Information files.