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1.
In human skin cancers, more than 30 % of all mutations in the p53 gene are transitions at dipyrimidines within the sequence context CpG, i.e. 5'-TCG and 5'-CCG, found at several mutational hotspots. Since CpGs are methylated along the p53 gene, these mutations may be derived from solar UV-induced pyrimidine dimers forming at sequences that contain 5-methylcytosine. In Xorder to define the contribution of 5-methylcytosine to sunlight-induced mutations, we have used mouse fibroblasts containing the CpG-methylated lacI transgene as a mutational target. We sequenced 182 UVC (254 nm UV)-induced mutations and 170 mutations induced by a solar UV simulator, along with 75 mutations in untreated cells. Only a few of the mutations in untreated cells were transitions at dipyrimidines, but more than 95% of the UVC and solar irradiation-induced mutations were targeted to dipyrimidine sites, the majority being transitions. After UVC irradiation, 6% of the base substitutions were at dipyrimidines containing 5-methylcytosine and only 2.2% of all mutations were transitions within this sequence context. However, 24% of the solar light-induced mutations were at dipyrimidines that contain 5-methylcytosine and most of them were transitions. Two sunlight-induced mutational hotspots at methylated CpGs correlated with sequences that form the highest levels of cyclobutane pyrimidine dimers after irradiation with sunlight but not with UVC. The data indicate that dipyrimidines that contain 5-methylcytosine are preferential targets for sunlight-induced mutagenesis in cultured mammalian cells, thus explaining the large proportion of p53 mutations at such sites in skin tumors in vivo.  相似文献   

2.
Mutations induced by ultraviolet light   总被引:12,自引:0,他引:12  
The different ultraviolet (UV) wavelength components, UVA (320-400 nm), UVB (280-320 nm), and UVC (200-280 nm), have distinct mutagenic properties. A hallmark of UVC and UVB mutagenesis is the high frequency of transition mutations at dipyrimidine sequences containing cytosine. In human skin cancers, about 35% of all mutations in the p53 gene are transitions at dipyrimidines within the sequence 5'-TCG and 5'-CCG, and these are localized at several mutational hotspots. Since 5'-CG sequences are methylated along the p53 coding sequence in human cells, these mutations may be derived from sunlight-induced pyrimidine dimers forming at sequences that contain 5-methylcytosine. Cyclobutane pyrimidine dimers (CPDs) form preferentially at dipyrimidines containing 5-methylcytosine when cells are irradiated with UVB or sunlight. In order to define the contribution of 5-methylcytosine to sunlight-induced mutations, the lacI and cII transgenes in mouse fibroblasts were used as mutational targets. After 254 nm UVC irradiation, only 6-9% of the base substitutions were at dipyrimidines containing 5-methylcytosine. However, 24-32% of the solar light-induced mutations were at dipyrimidines that contain 5-methylcytosine and most of these mutations were transitions. Thus, CPDs forming preferentially at dipyrimidines with 5-methylcytosine are responsible for a considerable fraction of the mutations induced by sunlight in mammalian cells. Using mouse cell lines harboring photoproduct-specific photolyases and mutational reporter genes, we showed that CPDs (rather than 6-4 photoproducts or other lesions) are responsible for the great majority of UVB-induced mutations. An important component of UVB mutagenesis is the deamination of cytosine and 5-methylcytosine within CPDs. The mutational specificity of long-wave UVA (340-400 nm) is distinct from that of the shorter wavelength UV and is characterized mainly by G to T transversions presumably arising through mechanisms involving oxidized DNA bases. We also discuss the role of DNA damage-tolerant DNA polymerases in UV lesion bypass and mutagenesis.  相似文献   

3.
UVB mutagenesis is characterized by an abundance of C --> T and 5-methylcytosine --> T transitions at dipyrimidine sequences. It is not known how these mutations might arise. One hypothesis is that UV-induced mutations occur only after deamination of the cytosine or 5-methylcytosine within the pyrimidine dimer. It is not clear how methylation of cytosines at the 5-position influences deamination and how this affects mutagenesis. We have now conducted experiments with a CpG-methylated supF shuttle vector that was irradiated with UVB and then incubated at 37 degrees C to allow time for deamination before passage through a human cell line to establish mutations. This led to a significantly increased frequency of CC --> TT mutations and of transition mutations at 5'-PymCG-3' sequences. A spectrum of deaminated cis-syn cyclobutane pyrimidine dimers in the supF gene was determined using the mismatch glycosylase activities of MBD4 protein in combination with ligation-mediated PCR. Methylation at the C-5 position promoted the deamination of cytosines within cis-syn cyclobutane pyrimidine dimers, and these two events combined led to a significantly increased frequency of UVB-induced transition mutations at 5'-PymCG-3' sequences. Under these conditions, the majority of all supF mutations were transition mutations at 5'-PymCG-3', and they clustered at several mutational hot spots. Exactly these types of mutations are frequently observed in the p53 gene of nonmelanoma skin tumors. This particular mutagenic pathway may become prevalent under conditions of inefficient DNA repair and slow proliferation of cells in the human epidermis.  相似文献   

4.
Mutations of the Xpc gene cause a deficiency in global genome repair, a subpathway of nucleotide excision repair (NER), in mammalian cells. We used transgenic mice harboring the lambda-phage-based lacZ mutational reporter gene to study the effect of an Xpc null mutation (Xpc-/-) on damage induction, repair and mutagenesis in mouse skin epidermis after UVB irradiation. UVB induced equal amounts of cyclobutane pyrimidine dimers (CPDs) and pyrimidine(6-4)pyrimidone photoproducts (64PPs) in mouse skin epidermis of Xpc-/- and wild-type mice. CPDs were not significantly removed in either of the mouse genotypes by 12h after irradiation, whereas removal of 64PPs was observed in the wild-type. Irradiation with 300 and 400J/m2 UVB increased the lacZ mutant frequency in the Xpc-/- epidermis to at least twice as high as in the wild-type. Ninety-nine lacZ mutants isolated from the UVB-exposed epidermis of Xpc(-/-)mice were analyzed and compared with mutant sequences from irradiated wild-type mice. The spectra of the mutations in the two genotypes were both highly UV-specific and similar in the dominance of C-->T transitions at dipyrimidine sites; however, Xpc-/- mice had a higher frequency of two-base tandem substitutions, including CC-->TT mutations, three-base tandem substitutions and double base substitutions that were separated by one unchanged base in a three-base sequence (alternating mutations). These tandem/alternating mutations included a remarkably large number of triplet mutations, a recently reported, novel type of UV-specific mutation, characterized by multiple base substitutions or frameshifts within a three-nucleotide sequence containing a dipyrimidine. We concluded that the triplet mutation is a UV-specific mutation that preferably occurs in NER deficient genetic backgrounds.  相似文献   

5.
A collection of 384 mutations recovered in a tRNA gene (SUP4-o) following exposure of isogenic excision-repair-proficient (RAD1) or deficient (rad1) strains of the yeast Saccharomyces cerevisiae to sunlight was characterized by DNA sequencing. In each case, greater than 90% of the mutations were single base-pair substitutions with events at G.C pairs constituting most of the changes. However, more than half of these substitutions were transversions in the RAD1 strain whereas transitions predominated in the rad1 strain. Tandem double substitutions were recovered in both strains and the individual changes were exclusively G.C----A.T transitions. The majority of single substitutions, and all tandem double changes, were at base-pairs where the pyrimidine(s) was part of a dipyrimidine sequence and the site specificities were consistent with cyclobutane dimers and/or pyrimidine (6-4) pyrimidone photoproducts contributing to sunlight mutagenesis. Yet, the data also pointed to an important role for lesions that form at G.C pairs and give rise to transversions. Analysis of the strand specificity of sunlight mutagenesis indicated that transitions or transversions at G.C pairs occurred preferentially in SUP4-o at sites where a dipyrimidine or a guanine, respectively, was on the transcribed strand. These biases required a functional excision-repair system.  相似文献   

6.
5-Methylcytosine has been found in all pyrimidine isopliths isolated from the DNA of cotton plants, but it localizes predominantly in tri- (about 52%) and dipyrimidine (about 22%) clusters. The 5-methylcytosine distribution by pyrimidine isopliths in DNA of cotton plants is specific and quite different from that in other plant and animal DNA studied. The total 5-methylcytosine content in DNA from wilt-infected cotton plants (2.3 mol %) is less than half that found in DNA from non-infected cotton plants (4.9 mol %). No other visible differences (G+C content, Tm, deltaT, s20,w, frequencies of pyrimidine clusters and others) in these DNA have been found. This suggests that in wilt-infected plants, no essential alteration in DNA sequence or molecular population takes place. As a result of wilt infection 5-methylcytosine completely disappears from dipyrimidine oligonucleotides of cotton plant DNA; its content decreases markedly in long pyrimidine clusters (heptaoligonucleotides and longer) and in C3, C2 T, CT2 fragments. Thus, DNA in wilt-infected plant cells is specifically undermethylated (demethylated). The induced alteration in DNA methylation may be considered one of the possible mechanisms for the specific distortion of gene activity of host cells and primary fungal pathogenic action on plants.  相似文献   

7.
The most prevalent DNA lesions induced by UVB are the cyclobutane pyrimidine dimers (CPDs) and the pyrimidine (6-4) pyrimidone photoproducts ((6-4)PPs). It has been a long standing controversy as to which of these photoproduct is responsible for mutations in mammalian cells. Here we have introduced photoproduct-specific DNA photolyases into a mouse cell line carrying the transgenic mutation reporter genes lacI and cII. Exposure of the photolyase-expressing cell lines to photoreactivating light resulted in almost complete repair of either CPDs or (6-4)PPs within less than 3 h. The mutations produced by the remaining, nonrepaired photoproducts were scored. The mutant frequency in the cII gene after photoreactivation by CPD photolyase was reduced from 127 x 10(-5) to 34 x 10(-5) (background, 8-10 x 10(-5)). Photoreactivation with (6-4) photolyase did not lower the mutant frequency appreciably. In the lacI gene the mutant frequency after photoreactivation repair of CPDs was reduced from 148 x 10(-5) to 28 x 10(-5) (background, 6-10 x 10(-5)). Mutation spectra obtained with and without photoreactivation by CPD photolyase indicated that the remaining mutations were derived from background mutations, unrepaired CPDs, and other DNA photopoducts including perhaps a small contribution from (6-4)PPs. We conclude that CPDs are responsible for at least 80% of the UVB-induced mutations in this mammalian cell model.  相似文献   

8.
9.
The yeast RAD30-encoded DNA polymerase eta (Poleta) bypasses a cis-syn thymine-thymine dimer efficiently and accurately. Human DNA polymerase eta functions similarly in the bypass of this lesion, and mutations in human Poleta result in the cancer prone syndrome, the variant form of xeroderma pigmentosum. UV light, however, also elicits the formation of cis-syn cyclobutane dimers and (6-4) photoproducts at 5'-CC-3' and 5'-TC-3' sites, and in both yeast and human DNA, UV-induced mutations occur primarily by 3' C to T transitions. Genetic studies presented here reveal a role for yeast Poleta in the error-free bypass of cyclobutane dimers and (6-4) photoproducts formed at CC and TC sites. Thus, by preventing UV mutagenesis at a wide spectrum of dipyrimidine sites, Poleta plays a pivotal role in minimizing the incidence of sunlight-induced skin cancers in humans.  相似文献   

10.
The lacI transgene used in the Big Blue (BB) mouse and rat mutation assays typically displays spontaneous mutation frequencies in the 5x10(-5) range. Recently, the bone marrow and bladder of the Big Blue rat were reported to have, by an order of magnitude, the lowest spontaneous mutation frequencies ever observed for lacI in a transgenic animal, approaching the value for endogenous targets such as hprt ( approximately 10(-6)). Since spontaneous mutations in transgenes have been attributed in part to deamination of 5-methylcytosine in CpG sequences, we have investigated the methylation status of the lacI transgene in bone marrow of BB rats and compared it to that present in other tissues including liver, spleen, and breast. The first 400 bases of the lacI gene were investigated using bisulfite genomic sequencing since this region contains the majority of both spontaneous and induced mutations. Surprisingly, all the CpG cytosines in the lacI sequence were fully methylated in all the tissues examined from both 2- and 14-week-old rats. Thus, there is no correlation between 5-methylcytosine content at CpG sites in lacI and the frequency of spontaneous mutation at this marker. We also investigated the methylation status of another widely used transgenic mutation target, the cII gene. The CpG sites in cII in BB rats were fully methylated while those in BB mice were partially methylated (each site approximately 50% methylated). Since spontaneous mutation frequency at cII is comparable in rat and mouse, the methylation status of CpG sequences in this gene also does not correlate with spontaneous frequency. We conclude that other mechanisms besides spontaneous deamination of 5-methylcytosine at CpG sites are driving spontaneous mutation at BB transgenic loci.  相似文献   

11.
Pfeifer GP 《Mutation research》2000,450(1-2):155-166
The occurrence of tumor-specific mutational spectra in the p53 mutation database provides indirect evidence that implicates certain exogenous and possibly endogenous mutagenic events in human carcinogenesis. In some cases, the distribution of DNA damage along the p53 gene caused by environmental carcinogens can be correlated with the mutational spectra, i.e. hotspots and types of mutations of certain cancers, most notably for nonmelanoma skin cancers and lung cancers in smokers. This concept has been validated by experiments with sunlight and cigarette smoke components representing the polycyclic aromatic hydrocarbon class of carcinogens. A disproportionally high number of mutations in p53 (and other genes) are found at methylated CpG dinucleotides. These sequences are particularly prone to mutagenesis involving endogenous events as well as modification by exogenous carcinogens.  相似文献   

12.
The carcinogenicity (photocarcinogenicity) of sunlight to human skin has been recognized more than a century ago. Last decades numerous experimental studies show that UV rays damage DNA, cause gene mutations leading to the development of malignant tumors such basal cell carcinomas, squamous cell carcinomas and melanomas. The tumors occur most frequently in fair skinned people, and the mutations typically are found at dipyrimidine sites with C-T or / and CC-TT tandem double mutations. The authors briefly summarize their investigation of the p53 suppressor gene, and expose their hypothesis of hTERT involvement in cancerogenesis. Also their underline the importance of UV induced immunosuppression in photocarcinogenesis. Psoriatic patients are exposed to numerous cancerogens in their treatment. A better understanding of the mechanisms of photocarcinogenesis could provide new ways in the treatment of skin tumors.  相似文献   

13.
Cellular aspects of photocarcinogenesis.   总被引:3,自引:0,他引:3  
  相似文献   

14.
UV irradiation, a known carcinogen, induces the formation of dipyrimidine dimers with the predominant lesions being cyclobutane pyrimidine dimers (CPDs) and pyrimidine (6-4) pyrimidone adducts (6-4PPs). The relative roles of the yeast translesion synthesis DNA polymerases Pol zeta and Pol eta in UV survival and mutagenesis were examined using strains deficient in one or both polymerases. In addition, photoreactivation was used to specifically remove CPDs, thus allowing an estimate to be made of the relative contributions of CPDs vs. 6-4PPs to overall survival and mutagenesis. In terms of UV-induced mutagenesis, we focused on the +1 frameshift mutations detected by reversion of the lys2deltaA746 allele, as Pol zeta produces a distinct mutational signature in this assay. Results suggest that CPDs are responsible for most of the UV-associated toxicity as well as for the majority of UV-induced frameshift mutations in yeast. Although the presence of Pol eta generally suppresses UV-induced mutagenesis, our data suggest a role for this polymerase in generating some classes of +1 frameshifts. Finally, the examination of frameshift reversion spectra indicates a hierarchy between Pol eta and Pol zeta with respect to the bypass of UV-induced lesions.  相似文献   

15.
Previously we compared the mutational specificities of polychromatic UVB (285-320 nm) and UVC (254 nm) light in the SUP4-o gene of the yeast Saccharomyces cerevisiae. Striking similarities in the types and distributions of induced SUP4-o mutations were consistent with roles for cyclobutane dimers and pyrimidine(6-4)pyrimidone photoproducts in mutation induction by UVB. To assess the relative importance of cyclobutane dimers, we have now examined the effect of photoreactivation (PR), which specifically reverses these lesions, on UVB and UVC induction of SUP4-o mutations. PR reduced the frequencies of both UVB and UVC mutagenesis by approximately 75%. Collections of 138 and 158 SUP4-o mutants induced by treatment with UVB plus PR or UVC plus PR, respectively, were characterized by DNA sequencing and the results were compared to those for 208 UVB and 211 UVC-induced mutants analyzed earlier. PR decreased the frequency of UVB-induced G.C----A.T transitions by 85%, diminished the substitution frequencies at individual sites by 64% on average, and reduced the mutation frequencies at the five UVB hotspots by 87%. A more detailed examination revealed that the transition frequencies at the 3' base of 5'-TC-3' and 5'-CC-3' sequences were decreased by 90% and 72%, respectively. Finally, PR appeared to occur to the same extent on both the transcribed and non-transcribed strands of SUP4-o. Similar results were obtained for PR following UVC irradiation. Our findings indicate that cyclobutane dimers are responsible for the majority of UVB mutagenesis in yeast.  相似文献   

16.
We have analyzed the DNA sequence changes in a total of 409 ultraviolet light-induced mutations in the lacI gene of Escherichia coli: 227 in a Uvr+ and 182 in a UvrB- strain. Both differences and similarities were observed. In both strains the mutations were predominantly (60 to 75%) base substitutions, followed by smaller contributions of single-base frameshifts, deletions and frameshift hotspot mutations. The base substitutions proved largely similar in the two strains but differences were observed among the single-base frameshifts, the deletions and the hotspot mutations. Among the base substitutions, both transitions (72.5%) and transversions (27.5%) were observed. The largest single group was G.C----A.T (60% of all base substitutions). The sites where G.C----A.T changes occurred were strongly correlated (97.5%) with sequences of adjacent pyrimidines, indicating mutation targeted ultraviolet photoproducts. Comparable amounts of mutation occurred at cytosine/cytosine and (mixed) cytosine/thymine sites. From an analysis of the prevalence of mutation at either the 5' or 3' side of a dipyrimidine, we conclude that both cyclobutane dimers and (6-4) lesions may contribute to mutation. Despite the general similarity of the base-substitution spectra between the wild-type and excision-defective strains, a number of sites were uniquely mutable in the UvrB- strain. Analysis of their surrounding DNA sequences suggested that, in addition to damage directly at the site of mutation, the potential for nearby opposite-strand damage may be important in determining the mutability of a site. The ultraviolet light-induced frameshift mutations were largely single-base losses. Inspection of the DNA sequences at which the frameshifts occurred suggested that they resulted from targeted mutagenesis, probably at cyclobutane pyrimidine dimers. The prevalence of frameshift mutations at homodimers (TT or CC) suggests that their formation involves local misalignment (slippage) and that base-pairing properties are partially retained in cyclobutane dimers. While the frameshift mutations in the Uvr+ strain were distributed over many different sites, more than half in the UvrB- strain were concentrated at a single site. Ultraviolet light-induced deletions as well as frameshift hotspot mutations (+/- TGGC at positions 620 to 632) are considered to be examples of untargeted or semitargeted mutagenesis. Hotspot mutations in the Uvr+ strain showed an increased contribution by (-)TGGC relative to (+)TGGC, indicating that ultraviolet light may specifically promote the loss of the four bases.(ABSTRACT TRUNCATED AT 400 WORDS)  相似文献   

17.
There is disagreement in the literature as to whether the major mutagenic photoproduct induced in DNA by ultraviolet light is the cyclobutane dipyrimidine dimer, the most common product, or the [6-4] photoproduct, the next most frequent. In the experiments reported here, cyclobutane dimers were removed from irradiated lambda phage DNA by enzymatic photoreactivation, a process thought to affect no other photoproduct. Photoreactivation of lambda phage in host cells and of lambda DNA in solution reduced clear plaque mutants per plaque-forming unit by two-thirds, in host cells with a constant and near-maximal expression of the SOS functions required for mutagenesis. This result is interpreted to mean that removal of cyclobutane dimers in or near the mutated gene reduces mutation induced by ultraviolet light by two-thirds; therefore, cyclobutane dimers in the phage DNA are responsible for most observed mutations. DNA sequences of mutations in photoreactivated phage showed a smaller fraction of G.C to A.T transitions and a larger fraction of A.T to G.C transitions, compared to phage that were not photoreactivated. This suggests that cyclobutane dimers at TC and CC sites are particularly mutagenic.  相似文献   

18.
DNA excision repair modulates the mutagenic effect of many genotoxic agents. The recently observed strand specificity for removal of UV-induced cyclobutane dimers from actively transcribed genes in mammalian cells could influence the nature and distribution of mutations in a particular gene. To investigate this, we have analyzed UV-induced DNA repair and mutagenesis in the same gene, i.e. the hypoxanthine phosphoribosyl-transferase (hprt) gene. In 23 hprt mutants from V79 Chinese hamster cells induced by 2 J/m2 UV we found a strong strand bias for mutation induction: assuming that pre-mutagenic lesions occur at dipyrimidine sequences, 85% of the mutations could be attributed to lesions in the nontranscribed strand. Analysis of DNA repair in the hprt gene revealed that more than 90% of the cyclobutane dimers were removed from the transcribed strand within 8 hours after irradiation with 10 J/m2 UV, whereas virtually no dimer removal could be detected from the nontranscribed strand even up to 24 hr after UV. These data present the first proof that strand specific repair of DNA lesions in an expressed mammalian gene is associated with a strand specificity for mutation induction.  相似文献   

19.
Besaratinia A  Synold TW  Xi B  Pfeifer GP 《Biochemistry》2004,43(25):8169-8177
Ultraviolet A (UVA) radiation received from the sun and from the widespread use of tanning beds by populations residing in areas of northern latitude represents a potential risk factor for human health. The genotoxic and cancer-causing effects of UVA have remained controversial. A mutagenic role for UVA based on DNA damage formation by reactive oxygen species as well as by generation of photoproducts such as cyclobutane pyrimidine dimers (CPDs) has been suggested. Here, we investigated the mutagenicity of UVA in relation to its DNA damaging effects in transgenic Big Blue mouse embryonic fibroblasts. We determined the formation of a typical oxidative DNA lesion, 8-oxo-7,8-dihydro-2'-deoxyguanosine (8-oxo-dG), and of CPDs, as well as quantified the induction of mutations in the cII transgene in cells irradiated with a 2000 W UVA lamp. UVA irradiation at a dose of 18 J/cm(2) produced significant levels of 8-oxo-dG in DNA (P < 0.03) but did not yield detectable CPDs. UVA irradiation also increased the cII mutant frequency almost 5-fold over background (P < 0.01) while showing moderate cytotoxicity (70% cell viability). UVA-induced mutations were characterized by statistically significant increases in G-to-T transversions and small tandem base deletions (P = 0.0075, P = 0.008, respectively) relative to spontaneously derived mutations. This mutational spectrum differs from those previously reported for UVA in other test systems; however, it corresponds well with the known spectrum of mutations established for oxidative base lesions such as 8-oxo-dG. We conclude that UVA has the potential to trigger carcinogenesis owing to its mutagenic effects mediated through oxidative DNA damage.  相似文献   

20.
The sensitivity of any mutational assay is determined by the level at which spontaneous mutations occur in the corresponding untreated controls. Establishing the type and frequency at which mutations occur naturally within a test system is essential if one is to draw scientifically sound conclusions regarding chemically induced mutations. Currently, mutation-spectra analysis is laborious and time-consuming. Thus, we have developed iMARS, a comprehensive mutation-spectrum analysis package that utilises routinely used methodologies and visualisation tools. To demonstrate the use and capabilities of iMARS, we have analysed the distribution, types and sequence context of spontaneous base substitutions derived from the cII gene mutation assay in transgenic animals. Analysis of spontaneous mutation spectra revealed variation both within and between the transgenic rodent test systems Big Blue Mouse, MutaMouse and Big Blue Rat. The most common spontaneous base substitutions were G:C-->A:T transitions and G:C-->T:A transversions. All Big Blue Mouse spectra were significantly different from each other by distribution and nearly all by mutation type, whereas the converse was true for the other test systems. Twenty-eight mutation hotspots were observed across all spectra generally occurring in CG, GA/TC, GG and GC dinucleotides. A mutation hotspot at nucleotide 212 occurred at a higher frequency in MutaMouse and Big Blue Rat. In addition, CG dinucleotides were the most mutable in all spectra except two Big Blue Mouse spectra. Thus, spontaneous base-substitution spectra showed more variation in distribution, type and sequence context in Big Blue Mouse relative to spectra derived from MutaMouse and Big Blue Rat. The results of our analysis provide a baseline reference for mutation studies utilising the cII gene in transgenic rodent models. The potential differences in spontaneous base-substitution spectra should be considered when making comparisons between these test systems. The ease at which iMARS has allowed us to carry out an exhaustive investigation to assess mutation distribution, mutation type, strand bias, target sequences and motifs, as well as predict mutation hotspots provides us with a valuable tool in helping to distinguish true chemically induced hotspots from background mutations and gives a true reflection of mutation frequency.  相似文献   

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