Abstract

Acetaldehyde is the primary metabolite of alcohol and is present in many environmental sources, including tobacco smoke. Acetaldehyde is genotoxic, whereby it can form DNA adducts and lead to mutagenesis. Individuals with defects in acetaldehyde clearance pathways have increased susceptibility to alcohol-associated cancers. Moreover, a mutation signature specific to acetaldehyde exposure is widespread in alcohol- and smoking-associated cancers. However, the pathways that repair acetaldehyde-induced DNA damage and thus prevent mutagenesis are vaguely understood. Here, we used Saccharomyces cerevisiae to delete genes in each of the major DNA repair pathways to identify those that alter acetaldehyde-induced mutagenesis. We observed that loss of functional nucleotide excision repair had the largest effect on acetaldehyde mutagenesis. In addition, base excision repair and DNA protein crosslink repair pathways were involved in modulating acetaldehyde mutagenesis, while mismatch repair, homologous recombination, and postreplication repair are dispensable for acetaldehyde mutagenesis. Acetaldehyde-induced mutations in a nucleotide excision repair–deficient (Δrad1) background were dependent on translesion synthesis and DNA interstrand crosslink repair. Moreover, whole-genome sequencing of the mutated isolates demonstrated an increase in C→A changes coupled with an enrichment of gCn→A changes, which is diagnostic of acetaldehyde exposure in yeast and in human cancers. Finally, downregulation of the leading strand replicative polymerase Pol epsilon, but not the lagging strand polymerase, resulted in increased acetaldehyde mutagenesis, indicating that lesions are likely formed on the leading strand. Our findings demonstrate that multiple DNA repair pathways coordinate to prevent acetaldehyde-induced mutagenesis.

Introduction

Acetaldehyde is produced as a metabolic byproduct in response to numerous exogenous agents, including tobacco smoke, air pollution, and food products, and is a major product of alcohol metabolism (Lin and Greenberg 1954; Cheng 2010). Individuals who are unable to metabolize acetaldehyde, such as those carrying mutations in the aldehyde dehydrogenase 2 gene (ALDH2) have an elevated risk for alcohol- or smoking-related carcinogenesis (Yang et al. 2007; Brooks et al. 2009; Cui et al. 2009; Wei et al. 2021). Further, mice with defects in ALHD2 and the Fanconi anemia pathway also demonstrate increased predisposition to leukemia (Langevin et al. 2011). Based on these data, the US Environmental Protection Agency currently classifies acetaldehyde as a group B2 carcinogen (Agency 1987, 1999).

Genome instability is the primary mechanism by which acetaldehyde exposure has been hypothesized to promote carcinogenesis. Biochemically, acetaldehyde can directly form a variety of DNA lesions, including N2-ethylidene-2′-deoxyguanosine (N2-Eti-dG), 1,N2-propano-2′-deoxyguanosine, and G-G inter- and intrastrand crosslinks (Matsuda et al. 1998; Brooks and Theruvathu 2005; Brooks and Zakhari 2014; Balbo and Brooks 2015; Sonohara et al. 2019). Such adducts have been detected in individuals upon alcohol consumption or acetaldehyde exposure (Chen et al. 2007; Balbo et al. 2012). How these lesions are repaired and whether they contribute to mutagenesis are poorly understood.

Interestingly, the prevalence and mechanism of acetaldehyde-associated mutagenicity are highly debated. Studies in yeast (Voordeckers et al. 2020) and in human-induced pluripotent stem cells (iPSCs) (Kucab et al. 2019) determined that acetaldehyde is not mutagenic. Contrary to these studies, we recently demonstrated that acetaldehyde is a single-stranded DNA mutagen in yeast (Vijayraghavan et al. 2022). Acetaldehyde exposure led to an increase in C→A mutations in a gCn context (mutated residue is capitalized, n = a, t, g, or c) in yeast strains. The observed mutagenesis was found to be dependent on the presence of single-stranded DNA in yeast wherein DNA repair is not functional (Vijayraghavan et al. 2022). This gCn→A signature was further identified in tumors associated with smoking or alcohol consumption in whole-genome–sequenced cohorts from the Pan-cancer Analysis of Whole Genomes (ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium 2020) and whole-exome–sequenced cohorts from the International Cancer Genome Consortium (International Cancer Genome Consortium et al. 2010; Vijayraghavan et al. 2022). While our findings indicate widespread acetaldehyde-induced mutagenesis, it is likely that substrate limitations and highly efficient DNA repair constrain the detection of other relevant acetaldehyde-associated mutations.

Several studies have highlighted the DNA repair pathways that render cells more susceptible to the effects of acetaldehyde exposure. Mice deficient in ALDH2 and FANCD2 had a higher mutation load in hematopoietic stem cells due to the accumulation of endogenous DNA damage (Garaycoechea et al. 2018). FANCD2 was also implicated in resolving interstrand crosslinks (ICLs) induced by acetaldehyde in oral keratinocytes (Peake et al. 2021). The Fanconi anemia pathway was also found to be responsible for repair of DNA intrastrand crosslinks created in vitro on plasmids (Hodskinson et al. 2020). These studies show that the Fanconi anemia pathway plays a key role in preventing acetaldehyde-induced genome instability.

Similarly, mismatch repair (MMR) has also previously been shown to increase acetaldehyde-induced genome instability. ALDH1B1 and MSH2 deletion in mice also led to increased colonic tumors, likely due to elevated endogenous acetaldehyde levels (Cerretelli et al. 2023). Similarly, cell extracts deficient in xeroderma pigmentosum group A (XPA) proteins or human cell lines with XPA defects were unable to repair acetaldehyde-induced DNA damage on plasmid DNA, indicating a role of nucleotide excision repair (NER) in repair of acetaldehyde DNA damage (Sonohara et al. 2022). Finally, in Schizosaccharomyces pombe, defects in homologous recombination (HR), aldehyde clearance pathways, NER, fork protection complex, and checkpoint response pathways were found to sensitize cells to exogenous acetaldehyde (Noguchi et al. 2017). However, because these studies primarily focused on DNA damage and cell death as the primary outcomes of acetaldehyde exposure as opposed to mutagenesis, by and large, the genetic determinants of acetaldehyde-induced mutagenesis are poorly understood.

Here, we tested the roles of various DNA repair and replication pathways in yeast to identify those that function to prevent mutagenesis upon acetaldehyde exposure. Similar to previous studies, we demonstrate that acetaldehyde exposure is not mutagenic in DNA repair proficient yeast. However, deficiencies in NER, base excision repair (BER), translesion synthesis (TLS), ICL repair, DNA protein crosslink (DPC) repair, and DNA replication, either alone or in combination, were found to modulate acetaldehyde mutagenesis. As such, our work demonstrates that multiple DNA repair pathways can efficiently remove DNA damage induced by acetaldehyde, thus preventing mutagenesis.

Materials and methods

Strains

Yeast strains used in this study are derived from the ySR128 (MATα ura3Δ can1Δ ade2Δ leu2-3,112 trp1-289 ChrV:lys2:ADE2-URA3-CAN1). Deletions of the genes RAD1, RAD14, APN2, WSS1, DDI1, PSO2, REV3, and OGG1 were performed using either KANMX or HPHMX cassettes, conferring resistance to G418 and hygromycin, respectively. APN1 was deleted using the bsd gene conferring resistance to blasticidin. The complete strain list is provided in Supplementary Table 5. The tetracycline promoter construct was obtained from Euroscarf (pCM225). PCR was performed with primers carrying overhangs for POL2 and POL3 promoter regions, and 1-step integration was used to replace the promoters for POL and POL3. The promoter is tagged with the KANMX gene.

Acetaldehyde treatment and mutation frequency measurement

Yeast strains were incubated at 30°C shaking at 160 rpm overnight. The next day, the yeast cells were counted on a hemocytometer and diluted 1:10 in 30 mL of fresh media to yield a starting concentration of 1 × 107 cells/mL. The 30-mL yeast cultures were incubated at 30°C with shaking at 160 rpm for 3 h. The cultures were then spun in 50-mL conical tubes at 2,500 rpm for 5 min, washed once with water, and then split into two 15-mL samples in 15-mL conical tubes. One set of the 15-mL conical tubes was treated as controls (i.e. water only), whereas the second set was treated with 1% acetaldehyde (Sigma, catalog number 402788) diluted in water. Acetaldehyde was kept chilled, and chilled pipet tips were used to prevent evaporation. Both sets of tubes were incubated for 1 h at 30°C in a rotary shaker. The cultures were then spun down and washed once with water to remove acetaldehyde and resuspended in 2 mL of water. Appropriate dilutions of cells were plated on synthetic complete (SC) media (MP Biomedicals) to measure viability and SC-arginine plates containing 60 mg/mL of canavanine (Sigma). Plates were incubated at 30°C for 5 days. Colonies were counted using the aCOLyte 3 automated colony counter (Synbiosis).

CAN1 in our yeast strains is a counter-selectable marker, and mutations that inactivate the gene render yeast strains resistant to canavanine. The mutation frequency was calculated using the formula:

A Mann–Whitney U test was performed, and mutation frequencies were compared between untreated and treated cultures for the same genotypes. q-values were calculated using the Benjamini–Hochberg method across all mutation frequency assays done in this study. The resulting P- and q-values are presented in Supplementary Table 1c.

Cellular viability after acetaldehyde treatment was calculated as:

We annotate water-treated isolates at 100% viability. All acetaldehyde-treated isolates are compared with their respective water-treated cultures.

Mann–Whitney U test was performed, and viability of cultures was compared against the wild-type strains. q-values were calculated using the Benjamini–Hochberg method across all viability assays done in this study. The resulting P- and q-values are presented in Supplementary Table 2b.

Quantification of gene expression for tetracycline-downregulatable constructs

Total RNA was extracted from the tet-POL2 and tet-POL3 yeast cultures as well as wild-type yeast cultures wherein the polymerases were under their native promoters using the YeaStar RNA Kit (Zymo Research). Cultures were grown either in YPD or in YPD with 2 μg/mL doxycycline. The New England Biolabs Luna Universal One-Step RT-qPCR kit was used to measure gene expression levels. ACT1 gene expression was used for the first normalization, yielding ΔCt values. The ΔCt values for tet-POL2 and tet-POL3 cultures grown in YPD were compared with wild-type cultures grown in YPD and for tet-POL2 and tet-POL3 cultures grown in YPD with doxycycline were compared with wild-type cultures grown in YPD and doxycycline to yield ΔΔCt values. Fold-change in gene expression was then calculated as 2−ΔΔCt. Gene expression levels of wild-type cultures were denoted as fold-change of 1, and tet-POL2 and tet-POL3 RNA levels were compared against them. Primers used for the qRT-PCR were as follows: ACT1-qPCR-Fwd: 5′ GGCTTCTTTGACTACCTTCCA 3′, ACT1-qPCR-Rev: 5′ AGAAACACTTGTGGTGAACGA 3′, POL2-qPCR-Fwd: 5′ CTACCGGAATCTGTCTTTCTGG 3′, POL2-qPCR-Rev: 5′ CGCTCTTTGATGAGGAGTGATAG 3′, POL3-qPCR-Fwd: 5′ GAGGGTGATTGGTCTCATACAG 3′, POL3-qPCR-Rev: 5′ TTGGATGACGGGATCGTATTC 3′.

Multiple t-tests were performed. POL2 and POL3 gene expressions in the tet-POL2 and tet-POL3 strains were compared with wild-type strains grown either with or without doxycycline. A false discovery rate correction was applied to obtain q-values.

Whole genome and mutation analysis

Individual canavanine resistance (CanR) isolates were obtained for wild-type and Drad1 isolates after treatment with either water or with 1% acetaldehyde. The colonies were streaked out to obtain pure cultures, and genomic DNA was extracted using the Zymo YeastStar genomic DNA isolation kit (Genesee Scientific). A total of 10 ng/μL DNA was used for library preparation with the Watchmaker DNA library prep with fragmentation (Watchmaker Genomics). Each sample was provided a unique dual index adapter (stubby adapter IDT, xGen UDI 10nt Primer Plate 1-4 IDT). Samples were pooled and sequenced on 1 lane of Illumina NovaSeq 6000 S4 PE 2 × 150 sequencing system. The resulting FASTQ files were aligned to the reference genome ySR128 (Roberts et al. 2012) using BWA mem (Li and Durbin 2009); duplicate reads were removed using Picard tools (http://broadinstitute.github.io/picard/), and mutations were called using VarScan2 using a variant allele frequency filter of 90% (Koboldt et al. 2009, 2012, 2013). The untreated original cultures were also sequenced. Mutations present in the untreated cultures and mutations common to 2 or more samples were marked as preexisting and removed.

TRInucleotide Mutation Signatures (TriMS) (Vijayraghavan et al. 2022) was used to further measure the enrichment of the gCn→A mutation signature in the acetaldehyde and water-treated isolates. Specifically, TriMS compares the total number of gCn→A mutations in a sample with the number of C→A changes in the same sample, as well as the number of cytosines and gcn motifs within 20 bp of a mutated residue. An enrichment greater than 1 is considered to be positively enriched. Our results are further tested statistically using a 1-sided Fisher’s exact test with the hypothesis that in samples with a positive enrichment, gCn→A mutations vs C→A mutations will have a higher value than gcn motifs vs cytosines in the background. The code for TRIMS is deposited in GitHub and can be accessed at https://github.com/SainiLabMUSC/TriMS.

Results

Acetaldehyde is not mutagenic in DNA repair proficient yeast strains

We previously demonstrated that acetaldehyde was highly mutagenic to single-stranded DNA in yeast (Vijayraghavan et al. 2022). However, various studies in bacteria, yeast, and iPSCs showed that acetaldehyde exposure was not mutagenic to cells (Dellarco 1988; Kucab et al. 2019; Voordeckers et al. 2020). To address this discrepancy, we cultured haploid yeast cultures overnight and subcultured into fresh media for 3 h to obtain actively dividing yeast cells (Fig. 1a). We hypothesized that yeast cultures with active DNA replication and transcription should consistently have single-stranded DNA available for acetaldehyde-induced mutagenesis. We incubated yeast cultures with varying concentrations of acetaldehyde and asked whether there was an impact on mutagenesis using plating assays (Fig. 1a). We did not observe any increase in CanR mutation frequencies in the wild-type isolates treated with the different concentrations of acetaldehyde. Also, no changes in cellular viability were observed at 1% acetaldehyde when compared with the water-treated samples. These data corroborate the findings from others and demonstrate that acetaldehyde is likely not mutagenic to yeast with proficient DNA repair pathways (Fig. 1b–d; Supplementary Tables 1 and 2).

NER prevents acetaldehyde-induced mutagenesis in yeast. a) Schematics of the experiment (see Materials and methods for details). b) Pilot assay depicting mutation frequencies of wild-type and Drad1 strains treated with different concentrations of acetaldehyde. Bars indicate median mutation frequency, and error bars denote range. A Student’s t-test was performed to obtain P-values, and multiple testing was corrected using the Benjamini–Hochberg method. c) Mutation frequencies of yeast strains treated with no mutagen (−) or 1% acetaldehyde (+). Bars indicate median mutation frequencies, and error bars indicate 95% confidence intervals. Median and 95% confidence intervals are depicted. P-values were calculated using a Mann–Whitney U test. Benjamini–Hochberg corrected was applied to calculate the q-values accounting for multiple testing (see Supplementary Table 1). q-values and fold differences are indicated. d) Quantitative survival assay of yeast strains treated with acetaldehyde when compared with no mutagen. P-values were calculated using a Mann–Whitney U test. Multiple testing was corrected for by using the Benjamini–Hochberg method (see Supplementary Table 2). q-values are shown above the bars.
Fig. 1.

NER prevents acetaldehyde-induced mutagenesis in yeast. a) Schematics of the experiment (see Materials and methods for details). b) Pilot assay depicting mutation frequencies of wild-type and Drad1 strains treated with different concentrations of acetaldehyde. Bars indicate median mutation frequency, and error bars denote range. A Student’s t-test was performed to obtain P-values, and multiple testing was corrected using the Benjamini–Hochberg method. c) Mutation frequencies of yeast strains treated with no mutagen (−) or 1% acetaldehyde (+). Bars indicate median mutation frequencies, and error bars indicate 95% confidence intervals. Median and 95% confidence intervals are depicted. P-values were calculated using a Mann–Whitney U test. Benjamini–Hochberg corrected was applied to calculate the q-values accounting for multiple testing (see Supplementary Table 1). q-values and fold differences are indicated. d) Quantitative survival assay of yeast strains treated with acetaldehyde when compared with no mutagen. P-values were calculated using a Mann–Whitney U test. Multiple testing was corrected for by using the Benjamini–Hochberg method (see Supplementary Table 2). q-values are shown above the bars.

Defects in NER increases acetaldehyde-induced mutation frequencies

Rad1 (ERCC4 in humans) is an endonuclease that is central to NER [reviewed in Prakash and Prakash (2000)]. We performed a pilot assay with 3–4 wild-type or Drad1 isolates treated with varying concentrations of acetaldehyde as described above (Fig. 1). We saw a 3-fold increase in mutagenesis in the Drad1 cultures treated with 1% acetaldehyde for 1 h in this pilot assay (Fig. 1b). We re-tested these cultures along with wild-type with a higher number of isolates and noted that Drad1 strains had elevated acetaldehyde-induced mutation frequencies when compared with the untreated cultures (2.5-fold increase) (Fig. 1c). Additionally, we noted a decrease in cellular viability in these isolates upon acetaldehyde exposure (median viability 44%), indicating that NER is a major pathway for repair of acetaldehyde-induced DNA damage (Fig. 1c and d; Supplementary Tables 1 and 2).

To further validate our findings on the importance of NER in repairing acetaldehyde-induced DNA damage, we deleted the RAD14 gene and analyzed mutation frequencies upon acetaldehyde exposure. Rad14 (XPA in humans) recognizes and binds DNA damage to promote NER (Prakash and Prakash 2000). Drad14 strains treated with acetaldehyde demonstrated a similar increase in mutagenesis when compared with the untreated cultures (2-fold increase) (Fig. 1c; Supplementary Table 1). Acetaldehyde treatment led to a reduction in the viability of Drad14 cultures to 46% when compared with the untreated cultures (Fig. 1c and d; Supplementary Table 2).

Previously, we also demonstrated that acetaldehyde adducts in single-stranded DNA are bypassed by TLS polymerases, leading to mutagenesis (Vijayraghavan et al. 2022). Rev3 is the catalytic subunit of DNA Polz and is essential for TLS in yeast [reviewed in Martin and Wood (2019)]. To determine if the increase in mutations seen in the Drad1 strains upon treatment with acetaldehyde was dependent on TLS, we deleted REV3 in the Drad1 strain. Upon treatment, acetaldehyde mutation frequency was reduced to roughly wild-type levels in the Δrev3Δrad1 strains, indicating that acetaldehyde-induced mutagenesis in the Drad1 strains was dependent on Rev3/Polz (Fig. 1c; Supplementary Table 1). Our data demonstrate that unrepaired acetaldehyde-induced DNA adducts in the NER-deficient Drad1 isolates are bypassed by TLS resulting in mutagenesis.

DNA ICLs likely contribute to acetaldehyde mutagenesis

Among the various adducts induced by acetaldehyde, inter- and intrastrand crosslinks have been shown to be highly mutagenic (Matsuda et al. 1998; Brooks and Zakhari 2014; Balbo and Brooks 2015). In yeast, Pso2 is involved in mutagenic repair of DNA ICLs induced upon psoralen and ultraviolet radiation exposure. Consequently, pso2 mutants demonstrate reduced mutation frequencies upon induction of DNA crosslinks (Cassier et al. 1980). Upon treatment, we did not observe any change in CanR mutation frequencies in Dpso2 yeast strains compared with the untreated controls. However, the increase in mutagenesis seen upon acetaldehyde treatment in the Drad1 strain was abolished in the Drad1Dpso2 double mutant strains (Fig. 1c; Supplementary Table 1). These data indicate that ICLs induced by acetaldehyde are repaired by NER and require Pso2 activity for TLS and mutagenesis.

Acetaldehyde-induced gCn→A mutations are elevated in Drad1 strains

We further obtained genomic DNA from CanR yeast isolates either after treatment with acetaldehyde or after treatment with water (untreated) and sequenced their genomes. We analyzed 17 CanR wild-type yeast strains treated with water, 19 CanR wild-type yeast strains treated with acetaldehyde, 27 CanRDrad1 isolates treated with water, and 28 CanRDrad1 isolates treated with acetaldehyde. Analysis of the mutation spectrum in these isolates demonstrated an increase in C→A changes upon acetaldehyde treatment compared with untreated strains, both in wild-type and Drad1 strains (Fig. 2a and b; Supplementary Table 3). We then asked if the acetaldehyde-induced gCn→A mutation signature was elevated in the samples. We used the Trinucleotide Mutation Signature pipeline (TriMS) (Vijayraghavan et al. 2022) to determine if gCn→A changes were enriched in the strains. TriMS compares the number of gCn→A changes with the number of C→A changes in the same datasets, as well as the number of cytosines and the number of gcn motifs present in the background of each mutated residue. We note that acetaldehyde is a weak mutagen, and even in the Drad1 isolates, we see a very small number of mutations induced by acetaldehyde. As such, we analyzed all mutations induced by acetaldehyde in each genotype as a single cohort of mutations. The low number of mutations does not allow us to detect signatures in individual isolates. We saw a statistically significant enrichment of the gCn→A signature only in the Drad1 CanR isolates obtained after treatment with acetaldehyde (Fig. 2b; Supplementary Table 3). The enrichment of the gCn→A signature strongly indicates that the increased mutation frequencies seen in the Drad1 isolates were due to an increase in acetaldehyde-specific mutagenesis.

Acetaldehyde-induced mutation spectrum and signature in wild-type and Drad1 isolates. a) The number of single base substitution (given substitution along with substitution of the complementary base) per isolate with acetaldehyde or no mutagen control are shown. Mutation spectra are plotted as pyrimidine changes, taking into consideration reverse complement for each base change. b) Enrichment of the acetaldehyde-specific gCn→A mutation signature in the yeast strains. P-value was calculated in TriMS using a Fisher’s exact test as described in the Materials and methods.
Fig. 2.

Acetaldehyde-induced mutation spectrum and signature in wild-type and Drad1 isolates. a) The number of single base substitution (given substitution along with substitution of the complementary base) per isolate with acetaldehyde or no mutagen control are shown. Mutation spectra are plotted as pyrimidine changes, taking into consideration reverse complement for each base change. b) Enrichment of the acetaldehyde-specific gCn→A mutation signature in the yeast strains. P-value was calculated in TriMS using a Fisher’s exact test as described in the Materials and methods.

DPC repair defects increase acetaldehyde mutation frequencies

Wss1 (SPRTN in humans) and Ddi1 proteins are metalloproteases that have been shown to function in the removal of formaldehyde-induced DPCs (Stingele et al. 2014, 2016; Vaz et al. 2016; Reinking et al. 2020). Since acetaldehyde has also been shown to generate DPCS, we deleted the genes WSS1 and/or DDI1 in yeast. We found that compared with untreated controls, acetaldehyde-induced mutation frequencies were increased 1.6-fold in the Dwss1 and 1.6-fold in Dddi1 isolates, each (Fig. 3a). In the Dwss1Dddi1 double mutant, we saw an additive increase in acetaldehyde-induced mutation frequency (2.4-fold) (Fig. 3a; Supplementary Table 1). We further noted that in contrast to the single deletion strains, the Dwss1Dddi1 double mutant was highly sensitive to acetaldehyde, with a considerable loss of viability of the treated cultures (30%) compared with the untreated cells (Fig. 3b; Supplementary Table 2). Overall, we demonstrate that DPC repair is a major pathway for prevention of acetaldehyde-induced mutagenesis and cell death.

Multiple DNA repair pathways function to prevent acetaldehyde-induced mutagenesis. a) Mutation frequencies of yeast strains with defects in DPC repair or replication deficiencies. “+” indicates strains treated with 1% acetaldehyde, and “−” indicates strains treated with no mutagen. Median mutation frequencies are plotted, and error bars denote 95% confidence intervals. b) Quantitative survival assay of yeast strains with defects in DPC repair or replication deficiencies treated with acetaldehyde. Median and 95% confidence intervals are depicted. c) Mutation frequencies of BER-defective yeast strains, yeast strains defective in postreplicative repair (Dubc13), HR (Drad51), or MMR (Dmsh2). Median mutation frequencies are plotted, and error bars denote 95% confidence intervals. d) Viability of strains defective in BER, postreplicative repair (Dubc13), HR (Drad51), or MMR (Dmsh2). P-values were calculated using Mann–Whitney U test. Benjamini–Hochberg method was used for correction of multiple testing, and q-values are reported (see Supplementary Tables 1 and 3).
Fig. 3.

Multiple DNA repair pathways function to prevent acetaldehyde-induced mutagenesis. a) Mutation frequencies of yeast strains with defects in DPC repair or replication deficiencies. “+” indicates strains treated with 1% acetaldehyde, and “−” indicates strains treated with no mutagen. Median mutation frequencies are plotted, and error bars denote 95% confidence intervals. b) Quantitative survival assay of yeast strains with defects in DPC repair or replication deficiencies treated with acetaldehyde. Median and 95% confidence intervals are depicted. c) Mutation frequencies of BER-defective yeast strains, yeast strains defective in postreplicative repair (Dubc13), HR (Drad51), or MMR (Dmsh2). Median mutation frequencies are plotted, and error bars denote 95% confidence intervals. d) Viability of strains defective in BER, postreplicative repair (Dubc13), HR (Drad51), or MMR (Dmsh2). P-values were calculated using Mann–Whitney U test. Benjamini–Hochberg method was used for correction of multiple testing, and q-values are reported (see Supplementary Tables 1 and 3).

To further understand the interplay between DPC repair and NER, we generated the Dwss1Drad1 isolate. Treatment of the double mutant with 1% acetaldehyde led to a 2.9-fold increase in mutagenesis compared with untreated strains (Fig. 3a). No further increase in mutation frequency was noted compared with the Drad1 isolate treated with acetaldehyde. Our work points toward redundancy in the activities of DPC repair and NER in preventing acetaldehyde mutagenesis.

Roles of DNA replication and checkpoint pathways in modulating acetaldehyde-induced mutagenesis

In S. pombe, it was shown that acetaldehyde leads to replication stress, which in turn activates the ataxia telangiectasia and Rad3-related (ATR)-dependent checkpoint (Noguchi et al. 2017). However, the impact of DNA replication defects on acetaldehyde-induced DNA damage and mutagenesis is not known. We downregulated the expression of the genes POL2 (leading strand polymerase) and POL3 (lagging strand polymerase). The promoters of both genes were replaced by the tetracycline-downregulatable promoter (tetO7) (Belli et al. 1998). In cultures grown in 2-μM doxycycline-containing media, we noted that expressions of POL2 and POL3 RNAs were markedly lower (Supplementary Fig. 1 and Table 4). Treatment of tet-POL2 strains with doxycycline and acetaldehyde showed a 2-fold increase in mutagenesis in CAN1. On the other hand, acetaldehyde did not elevate mutation frequency in the tet-POL3 strain (Fig. 3a; Supplementary Table 1). We noted that both tet-POL2 and tet-POL3 strains demonstrated mild increases in cell death upon treatment with acetaldehyde (Fig. 3b; Supplementary Table 2). Our data echo work in Xenopus egg extracts, which demonstrated that DPCs on the leading strand lead to replication stalling, and bypass of such lesions is dependent on the translesion polymerase Pol ζ (Duxin et al. 2014). Based on these data, it is possible that in strains with lower levels of Pol2, leading strand replication is compromised. When such defective replication machinery encounters an acetaldehyde-induced lesion on the leading strand, it is unable to bypass the damage error free, likely leading to elevated fork stalling and mutagenesis.

To determine if DPC repair or NER defects further elevate mutations in the tet-POL2 strain, we generated double tet-POL2 Dwss1 and tet-POL2 Drad1 strains. Surprisingly, we did not see any further increase in mutagenesis in the double mutants compared with tet-POL2 strains treated with acetaldehyde (Fig. 3a; Supplementary Table 1). Such epistasis is likely due to the additional role of Pol2 in repair-associated synthesis.

Our previous work showed that elevated ssDNA is targeted by acetaldehyde for mutagenesis. As such, we also assayed a hypomorphic mutation in the RFA1 gene (t33; S373P). RFA1 encodes a subunit of the heterotrimeric replication protein a that binds to ssDNA during replication. The rfa1-t33 mutant carries a point mutation in the DNA binding domain, decreasing its association with ssDNA (Deng et al. 2014). Yeast strains carrying the rfa1-t33 mutation were shown to have increased ssDNA-specific mutagenesis by APOBEC3A and APOBEC3B enzymes as well (Hoopes et al. 2016). Surprisingly, we did not see any increase in acetaldehyde-induced mutations in rfa1-t33 strains (Fig. 3a; Supplementary Table 1). We hypothesize that either the transient nature of the ssDNA in rfa1-t33 strains does not allow for sufficient acetaldehyde targeting or that efficient repair abrogates such mutagenesis.

Finally, in S. pombe, acetaldehyde was shown to elicit ATR-dependent checkpoint activation and cell cycle arrest (Noguchi et al. 2017). As such, we deleted the RAD9 gene in yeast responsible for DNA damage-induced checkpoint activation and cell cycle arrest. We did not see any increase in acetaldehyde-induced mutagenesis in these strains, indicating that checkpoint activation was not essential for mutagenesis (Fig. 3a; Supplementary Table 1).

Other DNA repair pathways involved in preventing acetaldehyde-induced mutagenesis

Acetaldehyde exposure has also been linked to increased reactive oxygen species production [reviewed in Setshedi et al. (2010) and Voulgaridou et al. (2011)]. Such oxidative damage can lead to the accumulation of 8-oxo-guanine moieties leading to G→T/C→A mutations. 8-oxo-guanine residues are removed by the Ogg1 glycosylase, and the resulting abasic sites are repaired via the activity of the BER enzymes Apn1 and Apn2 (Ramotar et al. 1991; Sandigursky et al. 1997; Shinmura and Yokota 2001; Boiteux and Guillet 2004). Deletion of OGG1 and treatment with 1% acetaldehyde did not result in any increase in mutagenesis in yeast (Fig. 3c; Supplementary Table 1). On the other hand, deletion of APN1 or APN2, individually, showed a slight increase in CanR mutagenesis. This increase was not statistically significant. However, we noted that the double Dapn1Dapn2 mutants had higher mutation frequencies upon treatment with acetaldehyde (1.6-fold increase) (Fig. 3c; Supplementary Table 1). In addition, we saw a decrease in cellular viability of the Dapn1Dapn2 mutants to 67% upon treatment with acetaldehyde as compared with the wild-type isolates (Fig. 3d; Supplementary Table 2). As such, we conclude that while acetaldehyde does not appear to contribute to oxidative damage and accumulation of 8-oxo-guanine residues in our system, BER is likely involved in the repair of a minor subset of acetaldehyde lesions.

To test other DNA repair pathways that may be involved in the repair of acetaldehyde-induced DNA damage in yeast, we deleted genes involved in postreplication repair (PRR) (UBC13) (Brusky et al. 2000), MMR (MSH2) (Harfe and Jinks-Robertson 2000), and HR (RAD51) (Symington 2002), respectively. We did not see any increase in acetaldehyde-induced mutation frequencies in these strains (Fig. 3c; Supplementary Table 1). We also did not detect any loss in viability of these mutants upon treatment with acetaldehyde (Fig. 3d; Supplementary Table 1), indicating that these pathways likely do not function as primary mechanisms to avoid acetaldehyde-induced DNA damage.

Discussion

In this study, we demonstrate that acetaldehyde-induced DNA damage is repaired by multiple pathways to prevent mutagenesis. Defects in NER, DPC repair, BER, and ICL repair were found to alter acetaldehyde-induced mutation frequencies in yeast (Fig. 4). Interestingly, similar to previous studies that showed that acetaldehyde was not mutagenic in DNA repair proficient human iPSCs, Salmonella strains, and yeast strains (Dellarco 1988; Kucab et al. 2019; Voordeckers et al. 2020), we did not observe elevated acetaldehyde-induced mutagenesis in wild-type yeast strains. This indicates that DNA repair pathways are highly efficient at removing acetaldehyde lesions in the genome.

Model of a) DNA repair and b) defective DNA replication pathways that alter acetaldehyde-induced mutagenesis. Acetaldehyde-induced ICLs are shown as a slanted line between two DNA strands, DNA adducts are shown as a triangle, and DPCs are shown as a circle connected to DNA. The different DNA repair enzymes and pathways that likely function to prevent or promote mutagenesis by acting on these adducts are shown.
Fig. 4.

Model of a) DNA repair and b) defective DNA replication pathways that alter acetaldehyde-induced mutagenesis. Acetaldehyde-induced ICLs are shown as a slanted line between two DNA strands, DNA adducts are shown as a triangle, and DPCs are shown as a circle connected to DNA. The different DNA repair enzymes and pathways that likely function to prevent or promote mutagenesis by acting on these adducts are shown.

The deployment of multiple DNA repair pathways to prevent acetaldehyde-induced mutagenesis signifies the induction of different types of DNA lesions generated upon acetaldehyde exposure in cells (Fig. 4). Acetaldehyde is known to form 1,N2-propano-2′-deoxyguanosine (Matsuda et al. 1998; Brooks and Theruvathu 2005; Setshedi et al. 2010; Brooks and Zakhari 2014; Balbo and Brooks 2015; Sonohara et al. 2019), and these lesions have been shown to block DNA replication (Noguchi et al. 2017; Tsuruta et al. 2020). Such guanine lesions are likely repaired via NER. As such, deletion of RAD1 or RAD14 prevents excision of these lesions, causing replication defects, recruitment of TLS, and mutagenic bypass of the lesion.

Our data further elaborate the molecular mechanism underlying acetaldehyde-induced intra- and inter-strand crosslinks. Prior studies have shown that acetaldehyde induces G-G ICLs (Matsuda et al. 1998; Sonohara et al. 2019). The signature motif associated with acetaldehyde gCn/nGc has 2 guanine residues on opposite strands near each other, which are potentially conducive to ICL formation. Because NER is implicated in ICL repair [reviewed in Deans and West (2011)], Δrad1 strains with defective NER likely have persistent ICLs that cause replication fork blocking. Saccharomyces cerevisiae predominantly uses Pso2 along with the helicase Hrq1 to endonucleolytically cleave DNA and unhook the ICL allowing for recruitment of a TLS polymerase and gap filling across the lesion (Rogers et al. 2020). In concordance with this model, we demonstrated that in Drad1Dpso2 strains, acetaldehyde-induced mutagenesis is abrogated, likely due to the lack of TLS recruitment to the lesion.

Acetaldehyde exposure can also lead to the formation of DPCs, which can further block DNA replication and lead to double-strand breaks and genome instability. Studies using formaldehyde have demonstrated that DPCs are primarily repaired using the metalloproteases Wss1 (functional homolog of SPRTN) and Ddi1 in yeast (Stingele et al. 2014). Similarly, work on S. pombe strains demonstrated that the Wss1 metalloprotease was responsible for DPC resolution and deletion of WSS1 sensitizes cells to acetaldehyde exposure (Noguchi et al. 2017). Here, our work demonstrates that both Wss1 and Ddi1 act redundantly to repair DPCs and prevent acetaldehyde-induced mutagenesis in yeast. Overall, our work and the studies in S. pombe together demonstrate that acetaldehyde-induced DPCs are a major source of genome instability. SPRTN deficiencies in humans and in mice have been linked to elevated liver cancers (Lessel et al. 2014; Batel et al. 2024). Since acetaldehyde-induced DNA damage has been implicated in liver cancers (Wang et al. 2020; Vijayraghavan et al. 2022), it is reasonable to assume that DPCs from endogenous acetaldehyde contribute to mutagenesis and genome instability in liver cancers.

NER has been implicated in the removal of DPCs in bacterial studies (Nishioka 1973; Takahashi et al. 1985), yeast (de Graaf et al. 2009), and mammalian cells (Baker et al. 2007). However, due to size constraints, NER is unable to remove very large DPCs and therefore relies on the proteolytic activity of Wss1 for their removal. In the absence of Wss1, either Ddi1 or the proteasomal complex likely functions to degrade the protein, allowing NER to fully repair the lesion (Nakano et al. 2009). Further, in Caenorhabditis elegans, loss of NER does not increase the sensitivity of SPRTN-defective worms to DPC induction by formaldehyde (Stingele et al. 2016). In keeping with these observations, we show that Drad1 strains are epistatic to Drad1 Dwss1 in modulating acetaldehyde mutagenesis, demonstrating that NER is likely involved in the repair of multiple lesions induced by acetaldehyde, including DPCs.

DPC repair is coupled to DNA replication. Using Xenopus egg extracts, it was shown that DPCs on the leading strand cause the replication fork to stall. The replicative DNA helicase CMG (CDC45, MCM2-7, GINS) can bypass the DPC, the replicative polymerase approaches the DPC, and Wss1/SPRTN is then recruited to the DPC (Duxin et al. 2014; Sparks et al. 2019). Bypass of the remaining peptide crosslink requires DNA polymerase ζ (Duxin et al. 2014; Sparks et al. 2019). Interestingly, DPCs on the lagging strand do not lead to similar fork stalling (Duxin et al. 2014). Finally, leading strand extension past an intact DPC is much slower than lagging strand extension past a DPC (Sparks et al. 2019). In sum, these data demonstrate an intricate relationship between DPCs and the replication machinery, with mechanistic differences between leading and lagging strand bypass of DPCs. In agreement with prior data, we demonstrate that downregulation of the leading strand polymerase, but not the lagging strand polymerase, leads to increased acetaldehyde-induced mutagenesis. Moreover, the epistasis of the tet-Pol2 isolate with Dwss1 mutations indicates that Wss1-initiated DPC repair is nonfunctional in these strains. We posit that downregulation of the leading strand polymerase likely impacts recruitment of Wss1 to the DPC, preventing its removal, thereby culminating in increased acetaldehyde mutagenesis. However, how DPCs on the lagging strand are repaired or bypassed in strains with Pol3 deficiencies is still unclear.

Previous reports have implicated ethanol consumption and acetaldehyde in generating oxidative stress. As such, we would anticipate that acetaldehyde treatment would lead to an increase in 8-oxo-guanine levels, which is predominantly repaired via BER. Unrepaired 8-oxo-guanines in DNA are bypassed via TLS and culminate in G→A mutations. Removal of OGG1 did not cause elevated acetaldehyde mutations. We conclude that the gCn→A mutations are not a product of erroneous bypass of unrepaired 8-oxo-guanines. BER has previously been implicated in tolerance of acetaldehyde in S. pombe (Noguchi et al. 2017). In combination with prior studies, our data suggest that BER likely functions to remove DNA base adducts formed by acetaldehyde.

Finally, HR has been previously shown to impact the sensitivity of S. pombe to acetaldehyde (Noguchi et al. 2017). Further, Chinese Hamster Ovary cells deficient in the HR factor RAD51D were sensitive to acetaldehyde and demonstrated increased chromosomal aberrations (Mechilli et al. 2008). However, we did not see increased acetaldehyde-induced mutation frequencies in Drad51 isolates. It is possible that HR or PRR serve as backup pathways to mitigate acetaldehyde genotoxicity and mutagenesis when other primary pathways (NER, DPC repair, ICL repair) are absent. Further, our assay is built to detect point mutations that inactivate CAN1, but not other genotoxic effects such as double-strand breaks and gross chromosomal rearrangements. It remains possible that pathways like HR and PRR function to limit such macroscale genotoxic events. A further limitation to our study is that our assay relies on subjecting yeast cultures to acute acetaldehyde exposure (i.e. short treatment time, high concentrations) as opposed to chronic exposure (i.e. constant exposure in media, low concentrations), largely owing to the extremely volatile nature of the chemical (acetaldehyde boiling point = 68.36°F/20.2°C). As such, DNA repair pathways that are functional during replication may be underrepresented in our assays. Finally, we also note that most of the pathways that alter acetaldehyde mutagenesis also led to reduction in cellular viability upon acetaldehyde exposure. It is possible that such viability decrease also impacts our ability to detect mutagenesis. Further investigation is required to precisely determine the role of additional repair pathways and DNA replication–associated mechanisms in maintaining genome stability upon acetaldehyde exposure.

Acetaldehyde is a known carcinogen and a DNA-damaging agent. We previously showed that an acetaldehyde-specific mutation signature can be detected in cancers, indicating that it is a source of DNA damage and mutagenesis in tumors (Vijayraghavan et al. 2022). Our work demonstrates that defects in a variety of DNA repair pathways can lead to elevated mutagenesis upon acetaldehyde exposure in yeast and in liver cancers, thereby highlighting the various types of DNA damage induced by acetaldehyde exposure. Considering that acetaldehyde is both an endogenous and environmental carcinogen, understanding the molecular mechanisms that alter acetaldehyde mutation rates is essential to enable determination of “at-risk” individuals susceptible to acetaldehyde-induced cancers.

Data availability

The yeast strains used in the study are available upon request. Raw FASTQ sequence files from whole-genome sequencing of yeast samples have been deposited to the Sequence Read Archives (SRA) database and are accessible under PRJNA1065299. Sequence for the reference yeast genome used in this study (ySR128) is accessible on SRA under PRJNA524644. Source code for TriMS is available on GitHub (https://github.com/SainiLabMUSC/TriMS).

Supplemental material available at GENETICS online.

Acknowledgments

We would like to thank Dr Judit Jiminez Sainz for reading the manuscript and providing helpful comments.

Funding

5R00ES028735 to NS via the National Institute for Environmental and Health Sciences (NIEHS) and R35GM151021 to NS via the National Institute of General Medical Sciences (NIGMS ).

Literature cited

Agency USEP
.
1987
.
Health assessment document for acetaldehyde. EPA/600/8-86-015A. Environmental Criteria and Assessment Office, Office of Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC. 1987, pp
.

Agency USEP
.
1999
.
Integrated risk information system (IRIS) on acetaldehyde. National Center for Environmental Assessment, Office of Research and Development, Washington, D.C. 1999, pp
.

Baker
DJ
,
Wuenschell
G
,
Xia
L
,
Termini
J
,
Bates
SE
,
Riggs
AD
,
O’Connor
TR
.
2007
.
Nucleotide excision repair eliminates unique DNA-protein cross-links from mammalian cells
.
J Biol Chem
.
282
(
31
):
22592
22604
. doi:.

Balbo
S
,
Brooks
PJ
.
2015
.
Implications of acetaldehyde-derived DNA adducts for understanding alcohol-related carcinogenesis
.
Adv Exp Med Biol
.
815
:
71
88
. doi:.

Balbo
S
,
Meng
L
,
Bliss
RL
,
Jensen
JA
,
Hatsukami
DK
,
Hecht
SS
.
2012
.
Kinetics of DNA adduct formation in the oral cavity after drinking alcohol
.
Cancer Epidemiol Biomarkers Prev
.
21
(
4
):
601
608
. doi:.

Batel
A
,
Polovic
M
,
Glumac
M
,
Suman
O
,
Jadrijevic
S
,
Lozić
B
,
Petrović
M
,
Samardžija
B
,
Bradshaw
NJ
,
Skube
K
, et al.
2024
.
SPRTN is involved in hepatocellular carcinoma development through the ER stress response
.
Cancer Gene Ther
.
31
(
3
):
376
386
. doi:.

Belli
G
,
Gari
E
,
Aldea
M
,
Herrero
E
.
1998
.
Functional analysis of yeast essential genes using a promoter-substitution cassette and the tetracycline-regulatable dual expression system
.
Yeast
.
14
(
12
):
1127
1138
. doi:.

Boiteux
S
,
Guillet
M
.
2004
.
Abasic sites in DNA: repair and biological consequences in Saccharomyces cerevisiae
.
DNA Repair (Amst)
.
3
(
1
):
1
12
. doi:.

Brooks
PJ
,
Enoch
MA
,
Goldman
D
,
Li
TK
,
Yokoyama
A
.
2009
.
The alcohol flushing response: an unrecognized risk factor for esophageal cancer from alcohol consumption
.
PLoS Med
.
6
(
3
):
e50
. doi:.

Brooks
PJ
,
Theruvathu
JA
.
2005
.
DNA adducts from acetaldehyde: implications for alcohol-related carcinogenesis
.
Alcohol
.
35
(
3
):
187
193
. doi:.

Brooks
PJ
,
Zakhari
S
.
2014
.
Acetaldehyde and the genome: beyond nuclear DNA adducts and carcinogenesis
.
Environ Mol Mutagen
.
55
(
2
):
77
91
. doi:.

Brusky
J
,
Zhu
Y
,
Xiao
W
.
2000
.
UBC13, a DNA-damage-inducible gene, is a member of the error-free postreplication repair pathway in Saccharomyces cerevisiae
.
Curr Genet
.
37
(
3
):
168
174
. doi:.

Cassier
C
,
Chanet
R
,
Henriques
JA
,
Moustacchi
E
.
1980
.
The effects of three PSO genes on induced mutagenesis: a novel class of mutationally defective yeast
.
Genetics
.
96
(
4
):
841
857
. doi:.

Cerretelli
G
,
Zhou
Y
,
Müller
MF
,
Adams
DJ
,
Arends
MJ
.
2023
.
Acetaldehyde and defective mismatch repair increase colonic tumours in a
L
ynch syndrome model with Aldh1b1 inactivation
.
Dis Model Mech
.
16
(
8
):
dmm050240
. doi:.

Chen
L
,
Wang
M
,
Villalta
PW
,
Luo
X
,
Feuer
R
,
Jensen
J
,
Hatsukami
DK
,
Hecht
SS
.
2007
.
Quantitation of an acetaldehyde adduct in human leukocyte DNA and the effect of smoking cessation
.
Chem Res Toxicol
.
20
(
1
):
108
113
. doi:.

Cheng
H
.
2010
.
Volatile flavor compounds in yogurt: a review
.
Crit Rev Food Sci Nutr
.
50
(
10
):
938
950
. doi:.

ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium
.
2020
.
Pan-cancer analysis of whole genomes
.
Nature
.
578
(
7793
):
82
93
. doi:.

Cui
R
,
Kamatani
Y
,
Takahashi
A
,
Usami
M
,
Hosono
N
,
Kawaguchi
T
,
Tsunoda
T
,
Kamatani
N
,
Kubo
M
,
Nakamura
Y
, et al.
2009
.
Functional variants in ADH1B and ALDH2 coupled with alcohol and smoking synergistically enhance esophageal cancer risk
.
Gastroenterology
.
137
(
5
):
1768
1775
. doi:.

de Graaf
B
,
Clore
A
,
McCullough
AK
.
2009
.
Cellular pathways for DNA repair and damage tolerance of formaldehyde-induced DNA-protein crosslinks
.
DNA Repair (Amst)
.
8
(
10
):
1207
1214
. doi:.

Deans
AJ
,
West
SC
.
2011
.
DNA interstrand crosslink repair and cancer
.
Nat Rev Cancer
.
11
(
7
):
467
480
. doi:.

Dellarco
VL
.
1988
.
A mutagenicity assessment of acetaldehyde
.
Mutat Res
.
195
(
1
):
1
20
. doi:.

Deng
SK
,
Gibb
B
,
de Almeida
MJ
,
Greene
EC
,
Symington
LS
.
2014
.
RPA antagonizes microhomology-mediated repair of DNA double-strand breaks
.
Nat Struct Mol Biol
.
21
(
4
):
405
412
. doi:.

Duxin
JP
,
Dewar
JM
,
Yardimci
H
,
Walter
JC
.
2014
.
Repair of a DNA-protein crosslink by replication-coupled proteolysis
.
Cell
.
159
(
2
):
346
357
. doi:.

Garaycoechea
JI
,
Crossan
GP
,
Langevin
F
,
Mulderrig
L
,
Louzada
S
,
Yang
F
,
Guilbaud
G
,
Park
N
,
Roerink
S
,
Nik-Zainal
S
, et al.
2018
.
Alcohol and endogenous aldehydes damage chromosomes and mutate stem cells
.
Nature
.
553
(
7687
):
171
177
. doi:.

Harfe
BD
,
Jinks-Robertson
S
.
2000
.
Mismatch repair proteins and mitotic genome stability
.
Mutat Res
.
451
(
1–2
):
151
167
. doi:.

Hodskinson
MR
,
Bolner
A
,
Sato
K
,
Kamimae-Lanning
AN
,
Rooijers
K
,
Witte
M
,
Mahesh
M
,
Silhan
J
,
Petek
M
,
Williams
DM
, et al.
2020
.
Alcohol-derived DNA crosslinks are repaired by two distinct mechanisms
.
Nature
.
579
(
7800
):
603
608
. doi:.

Hoopes
JI
,
Cortez
LM
,
Mertz
TM
,
Malc
EP
,
Mieczkowski
PA
,
Roberts
SA
.
2016
.
APOBEC3A and APOBEC3B preferentially deaminate the lagging strand template during DNA replication
.
Cell Rep
.
14
(
6
):
1273
1282
. doi:.

International Cancer Genome Consortium
;
Hudson
TJ
,
Anderson
W
,
Artez
A
,
Barker
AD
,
Bell
C
,
Bernabé
RR
,
Bhan
MK
,
Calvo
F
,
Eerola
I
, et al.
2010
.
International network of cancer genome projects
.
Nature
.
464
(
7291
):
993
998
. doi:.

Koboldt
DC
,
Chen
K
,
Wylie
T
,
Larson
DE
,
McLellan
MD
,
Mardis
ER
,
Weinstock
GM
,
Wilson
RK
,
Ding
L
.
2009
.
VarScan: variant detection in massively parallel sequencing of individual and pooled samples
.
Bioinformatics
.
25
(
17
):
2283
2285
. doi:.

Koboldt
DC
,
Larson
DE
,
Wilson
RK
.
2013
.
Using VarScan 2 for germline variant calling and somatic mutation detection
.
Curr Protoc Bioinformatics
.
44
(
1
):
15.4.1
15.417
. doi:.

Koboldt
DC
,
Zhang
Q
,
Larson
DE
,
Shen
D
,
McLellan
MD
,
Lin
L
,
Miller
CA
,
Mardis
ER
,
Ding
L
,
Wilson
RK
.
2012
.
VarScan 2: somatic mutation and copy number alteration discovery in cancer by exome sequencing
.
Genome Res
.
22
(
3
):
568
576
. doi:.

Kucab
JE
,
Zou
X
,
Morganella
S
,
Joel
M
,
Nanda
AS
,
Nagy
E
,
Gomez
C
,
Degasperi
A
,
Harris
R
,
Jackson
SP
, et al.
2019
.
A compendium of mutational signatures of environmental agents
.
Cell
.
177
(
4
):
821
836.e16
. doi:.

Langevin
F
,
Crossan
GP
,
Rosado
IV
,
Arends
MJ
,
Patel
KJ
.
2011
.
Fancd2 counteracts the toxic effects of naturally produced aldehydes in mice
.
Nature
.
475
(
7354
):
53
58
. doi:.

Lessel
D
,
Vaz
B
,
Halder
S
,
Lockhart
PJ
,
Marinovic-Terzic
I
,
Lopez-Mosqueda
J
,
Philipp
M
,
Sim
JCH
,
Smith
KR
,
Oehler
J
, et al.
2014
.
Mutations in SPRTN cause early onset hepatocellular carcinoma, genomic instability and progeroid features
.
Nat Genet
.
46
(
11
):
1239
1244
. doi:.

Li
H
,
Durbin
R
.
2009
.
Fast and accurate short read alignment with Burrows-Wheeler transform
.
Bioinformatics
.
25
(
14
):
1754
1760
. doi:.

Lin
SC
,
Greenberg
DM
.
1954
.
Enzymatic breakdown of threonine by threonine aldolase
.
J Gen Physiol
.
38
(
2
):
181
196
. doi:.

Martin
SK
,
Wood
RD
.
2019
.
DNA polymerase zeta in DNA replication and repair
.
Nucleic Acids Res
.
47
(
16
):
8348
8361
. doi:.

Matsuda
T
,
Kawanishi
M
,
Yagi
T
,
Matsui
S
,
Takebe
H
.
1998
.
Specific tandem GG to TT base substitutions induced by acetaldehyde are due to intra-strand crosslinks between adjacent guanine bases
.
Nucleic Acids Res
.
26
(
7
):
1769
1774
. doi:.

Mechilli
M
,
Schinoppi
A
,
Kobos
K
,
Natarajan
AT
,
Palitti
F
.
2008
.
DNA repair deficiency and acetaldehyde-induced chromosomal alterations in CHO cells
.
Mutagenesis
.
23
(
1
):
51
56
. doi:.

Nakano
T
,
Katafuchi
A
,
Matsubara
M
,
Terato
H
,
Tsuboi
T
,
Masuda
T
,
Tatsumoto
T
,
Pack
SP
,
Makino
K
,
Croteau
DL
, et al.
2009
.
Homologous recombination but not nucleotide excision repair plays a pivotal role in tolerance of DNA-protein cross-links in mammalian cells
.
J Biol Chem
.
284
(
40
):
27065
27076
. doi:.

Nishioka
H
.
1973
.
Lethal and mutagenic action of formaldehyde in Hcr + and Hcr − strains of Escherichia coli
.
Mutat Res
.
17
(
2
):
261
265
. doi:.

Noguchi
C
,
Grothusen
G
,
Anandarajan
V
,
Martinez-Lage Garcia
M
,
Terlecky
D
,
Corzo
K
,
Tanaka
K
,
Nakagawa
H
,
Noguchi
E
.
2017
.
Genetic controls of DNA damage avoidance in response to acetaldehyde in fission yeast
.
Cell Cycle
.
16
(
1
):
45
58
. doi:.

Peake
JD
,
Noguchi
C
,
Lin
B
,
Theriault
A
,
O'Connor
M
,
Sheth
S
,
Tanaka
K
,
Nakagawa
H
,
Noguchi
E
.
2021
.
FANCD2 limits acetaldehyde-induced genomic instability during DNA replication in esophageal keratinocytes
.
Mol Oncol
.
15
(
11
):
3109
3124
. doi:.

Prakash
S
,
Prakash
L
.
2000
.
Nucleotide excision repair in yeast
.
Mutat Res
.
451
(
1–2
):
13
24
. doi:.

Ramotar
D
,
Popoff
SC
,
Gralla
EB
,
Demple
B
.
1991
.
Cellular role of yeast Apn1 apurinic endonuclease/3′-diesterase: repair of oxidative and alkylation DNA damage and control of spontaneous mutation
.
Mol Cell Biol
.
11
:
4537
4544
. doi:.

Reinking
HK
,
Hofmann
K
,
Stingele
J
.
2020
.
Function and evolution of the DNA-protein crosslink proteases Wss1 and SPRTN
.
DNA Repair (Amst)
.
88
:
102822
. doi:.

Roberts
SA
,
Sterling
J
,
Thompson
C
,
Harris
S
,
Mav
D
,
Shah
R
,
Klimczak
LJ
,
Kryukov
GV
,
Malc
E
,
Mieczkowski
PA
, et al.
2012
.
Clustered mutations in yeast and in human cancers can arise from damaged long single-strand DNA regions
.
Mol Cell
.
46
(
4
):
424
435
. doi:.

Rogers
CM
,
Lee
CY
,
Parkins
S
,
Buehler
NJ
,
Wenzel
S
,
Martínez-Márquez
F
,
Takagi
Y
,
Myong
S
,
Bochman
ML
.
2020
.
The yeast Hrq1 helicase stimulates Pso2 translesion nuclease activity and thereby promotes DNA interstrand crosslink repair
.
J Biol Chem
.
295
(
27
):
8945
8957
. doi:.

Sandigursky
M
,
Yacoub
A
,
Kelley
MR
,
Xu
Y
,
Franklin
WA
,
Deutsch
WA
.
1997
.
The yeast 8-oxoguanine DNA glycosylase (Ogg1) contains a DNA deoxyribophosphodiesterase (dRpase) activity
.
Nucleic Acids Res
.
25
(
22
):
4557
4561
. doi:.

Setshedi
M
,
Wands
JR
,
Monte
SM
.
2010
.
Acetaldehyde adducts in alcoholic liver disease
.
Oxid Med Cell Longev
.
3
(
3
):
178
185
. doi:.

Shinmura
K
,
Yokota
J
.
2001
.
The OGG1 gene encodes a repair enzyme for oxidatively damaged DNA and is involved in human carcinogenesis
.
Antioxid Redox Signal
.
3
(
4
):
597
609
. doi:.

Sonohara
Y
,
Takatsuka
R
,
Masutani
C
,
Iwai
S
,
Kuraoka
I
.
2022
.
Acetaldehyde induces NER repairable mutagenic DNA lesions
.
Carcinogenesis
.
43
(
1
):
52
59
. doi:.

Sonohara
Y
,
Yamamoto
J
,
Tohashi
K
,
Takatsuka
R
,
Matsuda
T
,
Iwai
S
,
Kuraoka
I
.
2019
.
Acetaldehyde forms covalent GG intrastrand crosslinks in DNA
.
Sci Rep
.
9
(
1
):
660
. doi:.

Sparks
JL
,
Chistol
G
,
Gao
AO
,
Raschle
M
,
Larsen
NB
,
Mann
M
,
Duxin
JP
,
Walter
JC
.
2019
.
The CMG helicase bypasses DNA-protein cross-links to facilitate their repair
.
Cell
.
176
(
1–2
):
167
181.e21
. doi:.

Stingele
J
,
Bellelli
R
,
Alte
F
,
Hewitt
G
,
Sarek
G
,
Maslen
SL
,
Tsutakawa
SE
,
Borg
A
,
Kjær
S
,
Tainer
JA
, et al.
2016
.
Mechanism and regulation of DNA-protein crosslink repair by the DNA-dependent metalloprotease SPRTN
.
Mol Cell
.
64
(
4
):
688
703
. doi:.

Stingele
J
,
Schwarz
MS
,
Bloemeke
N
,
Wolf
PG
,
Jentsch
S
.
2014
.
A DNA-dependent protease involved in DNA-protein crosslink repair
.
Cell
.
158
(
2
):
327
338
. doi:.

Symington
LS
.
2002
.
Role of RAD52 epistasis group genes in homologous recombination and double-strand break repair
.
Microbiol Mol Biol Rev
.
66
(
4
):
630
670
. doi:.

Takahashi
K
,
Morita
T
,
Kawazoe
Y
.
1985
.
Mutagenic characteristics of formaldehyde on bacterial systems
.
Mutat Res
.
156
(
3
):
153
161
. doi:.

Tsuruta
H
,
Sonohara
Y
,
Tohashi
K
,
Aoki Shioi
N
,
Iwai
S
,
Kuraoka
I
.
2020
.
Effects of acetaldehyde-induced DNA lesions on DNA metabolism
.
Genes Environ
.
42
(
1
):
2
. doi:.

Vaz
B
,
Popovic
M
,
Newman
JA
,
Fielden
J
,
Aitkenhead
H
,
Halder
S
,
Singh
AN
,
Vendrell
I
,
Fischer
R
,
Torrecilla
I
, et al.
2016
.
Metalloprotease SPRTN/DVC1 orchestrates replication-coupled DNA-protein crosslink repair
.
Mol Cell
.
64
(
4
):
704
719
. doi:.

Vijayraghavan
S
,
Porcher
L
,
Mieczkowski
PA
,
Saini
N
.
2022
.
Acetaldehyde makes a distinct mutation signature in single-stranded DNA
.
Nucleic Acids Res
.
50
(
13
):
7451
7464
. doi:.

Voordeckers
K
,
Colding
C
,
Grasso
L
,
Pardo
B
,
Hoes
L
,
Kominek
J
,
Gielens
K
,
Dekoster
K
,
Gordon
J
,
Van der Zande
E
, et al.
2020
.
Ethanol exposure increases mutation rate through error-prone polymerases
.
Nat Commun
.
11
(
1
):
3664
. doi:.

Voulgaridou
GP
,
Anestopoulos
I
,
Franco
R
,
Panayiotidis
MI
,
Pappa
A
.
2011
.
DNA damage induced by endogenous aldehydes: current state of knowledge
.
Mutat Res
.
711
(
1–2
):
13
27
. doi:.

Wang
W
,
Wang
C
,
Xu
H
,
Gao
Y
.
2020
.
Aldehyde dehydrogenase, liver disease and cancer
.
Int J Biol Sci
.
16
(
6
):
921
934
. doi:.

Wei
R
,
Li
P
,
He
F
,
Wei
G
,
Zhou
Z
,
Su
Z
,
Ni
T
.
2021
.
Comprehensive analysis reveals distinct mutational signature and its mechanistic insights of alcohol consumption in human cancers
.
Brief Bioinform
.
22
(
3
):
bbaa066
. doi:.

Yang
SJ
,
Wang
HY
,
Li
XQ
,
Du
HZ
,
Zheng
CJ
,
Chen
H-G
,
Mu
X-Y
,
Yang
C-X
.
2007
.
Genetic polymorphisms of ADH2 and ALDH2 association with esophageal cancer risk in southwest China
.
World J Gastroenterol
.
13
(
43
):
5760
5764
. doi:.

Author notes

Conflicts of interest: The author(s) declare no conflict of interest.

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