Carcinogenesis Advance Access originally published online on March 2, 2006
Carcinogenesis 2006 27(8):1670-1675; doi:10.1093/carcin/bgi376
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XPA, haplotypes, and risk of basal and squamous cell carcinoma
1 Department of Epidemiology, Harvard School of Public Health Boston, MA, USA
2 Department of Environmental Health, Harvard School of Public Health Boston, MA, USA
3 Department of Biostatistics, Harvard School of Public Health Boston, MA, USA
4 Department of Genetics and Complex Diseases, Harvard School of Public Health Boston, MA, USA
5 Section of Biostatistics and Epidemiology, Department of Community and Family Medicine and Norris Cotton Cancer Center, Dartmouth Medical School Lebanon, NH, USA
6 Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School Boston, MA, USA
7 Department of Biostatistics and Computational Biology, Dana Farber Cancer Institute Boston, MA, USA
*To whom correspondence should be addressed. Tel: +1 617 432 0037; Fax: +1 617 432 0107; Email: hnelson{at}hsph.harvard.edu
| Abstract |
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Nucleotide excision repair (NER) is instrumental in removing DNA lesions caused by ultraviolet (UV) radiation, the dominant risk factor for keratinocyte carcinoma, including basal cell carcinoma (BCC) and squamous cell carcinoma (SCC). We evaluated whether BCC or SCC risk was influenced by the A23G single nucleotide polymorphism (SNP) in Xeroderma pigmentosum group A (XPA), which codes for an essential protein in NER. We also investigated whether haplotypes of XPA, determined by seven haplotype-tagging SNPs, better define susceptibility to keratinocyte carcinoma. Incident cases of BCC and SCC from New Hampshire were identified through dermatologists and pathology laboratories. Population-based controls were frequency-matched to cases by gender and age. Cases of BCC (886) and of SCC (682) were compared with controls (796). Models controlled for age, gender, pigmentation factors and severe sunburns and were restricted to Caucasians. Using GG as the reference, the A allele was less frequent among cases of BCC (ORAG = 0.82, 95% CI (0.66, 1.01); ORAA= 0.74, 95% CI (0.53, 1.03); trend test P = 0.03) and SCC (ORAG = 0.85, 95% CI (0.67, 1.07); ORAA = 0.74, 95% CI (0.52, 1.05); trend test P = 0.05) than controls. Risk from
3 severe sunburns was elevated for those with the GG genotype only, and this interaction was nearly significant for BCC (P = 0.07). XPA genotype also modified a relationship between SCC and the amount of pigmentation (P = 0.02). Using a haplotype analysis identifying seven common XPA haplotypes indicated that the A23G polymorphism alone captured the differences in susceptibility to keratinocyte carcinoma. The common G allele of the A23G polymorphism was associated with an increased risk of BCC and SCC and this polymorphism appeared to be the determining polymorphism in XPA that alters cancer susceptibility.
Abbreviations: BCC, basal cell carcinoma; CI, confidence interval; htSNP, haplotype tagging SNP; KC, keratinocyte; SNP, single nucleotide polymorphism; SCC, squamous cell carcinoma; UTR, untranslated region; XPA, xeroderma pigmentosum group A
| Introduction |
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Ultraviolet (UV) radiation from sunlight is the dominant risk factor for cancers of keratinocytes (KCs), including basal cell carcinoma (BCC) and squamous cell carcinoma (SCC) of the skin. UV induces DNA lesions, such as pyrimidine dimers and 6,4-photoproducts, which may lead to cancer if not repaired. The nucleotide excision repair (NER) pathway is necessary to remove these DNA lesions. A rare autosomal recessive condition, Xeroderma pigmentosum (XP), demonstrates the importance of this pathway. XP occurs when a gene (e.g., predominantly from Xeroderma pigmentosum group A through G) involved in NER contains a mutation on both copies of the gene that, when translated, results in a protein that is not capable of repairing photolesions. This leads to extreme photosensitivity and an estimated 1000-fold increased risk of KC with a much earlier age at onset (1,2). Null mutations in NER genes that result in XP are rare; however, these same genes are known to be highly polymorphic (36). Little is known about how these more common polymorphisms affect the risk of KC on a population level.
Xeroderma pigmentosum group A (XPA) is a gene that is necessary for NER. Null mutations in this gene lead to the most severe form of XP (7). In NER, XPA has a central role in interacting with a number of proteins, including RPA, TFIIH, and the ERCC1-XPF protein complex (8,9). A common polymorphism in XPA has been reported by several groups (1012). The A23G polymorphism, also referred to as the XPA (4) G-to-A polymorphism, is located in the 5'-untranslated region (UTR) and is four nucleotides upstream of the start codon. Polymorphisms in this area proximal to the start codon, referred to as the Kozak sequence, could have implications for the binding of the 40S ribosomal subunit and as a result influence protein levels in the cell (13,14).
One or more copies of the G allele resulted in significantly higher DNA repair capacity as measured by the host cell reactivation assay (15). Also, a reduced repair phenotype has been found to increase susceptibility to KC as well as other cancers (1517). Epidemiologic studies have observed an increased risk of lung cancer with the A allele (15,1820); however, XPA polymorphisms have not been studied in relation to KC risk.
Given the essential role of XPA in repairing UV lesions, we examined whether the A23G polymorphism is related to risk of BCC and SCC. Also, we investigated gene-environment interaction between UV exposure and this common polymorphism. Further, we conducted a haplotype analysis in order to determine whether additional polymorphisms are needed to identify those who are susceptible to KC.
| Materials and methods |
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Study population
Newly diagnosed cases of histologically confirmed BCC and SCC in New Hampshire were identified through the collaboration of dermatologists, dermatopathologists, and pathology laboratories throughout the state and bordering regions from July 1, 1993 to June 30, 1995 (series 1) and July 1, 1997 to March 30, 2000 (series 2) (21). Eligible cases were between 25 and 74 years of age, had a listed telephone number, and spoke English. Only living cases that were mentally competent and not too ill to participate were included. All eligible SCC cases and a ratio of approximately two to one BCC cases in series 1 and one to one ratio in series 2 were selected to take part in the study. The BCC cases were randomly sampled in order to ensure representativeness of age, sex and anatomic site for all incident BCCs within New Hampshire. A complete description of ascertainment of BCC and SCC cases has been described previously (21).
Population lists of New Hampshire residents obtained from the New Hampshire State Department of Transportation files were used to identify potential controls' ages 2564 years. Enrollment lists from the Center for Medicaid and Medicare Services provided a source of controls' ages 6574 years. Controls were frequency-matched to the combined case groups on age and gender.
A personal interview (usually conducted in the participant's home) covered demographic factors, pigmentary characteristics, sun exposure and sensitivity and other factors (22). All study protocol and materials were approved by the Dartmouth College Committee for the Protection of Human Subjects and all participants provided informed consent.
SNP selection
Information on coding variation across the length of XPA came from the Environmental Genome Project of the National Institute of Environmental Health Sciences (NIEHS) (http://egp.gs.washington.edu). This comprises 90 individuals of various ethnic backgrounds, including samples from subjects of European, African, Mexican, Native American, and Asian descent, although ethnicity information was definitively blinded (23). Sequencing of the 90 subjects identified 140 single nucleotide polymorphisms (SNPs), 72 of which had a minor allele frequency
0.05, our cutoff for inclusion in the haplotype analysis. Haploview determined that the coding variation for XPA was in one haplotype block (24). We used the Tagsnps program to estimate common haplotypes for XPA and determined that nine haplotype-tagging SNPs (htSNPs) were needed to reach an
of 0.80 (25). One of these htSNPs was the A23G polymorphism.
Genotyping
Genotyping for eight htSNPs (rs1800975, rs3176633, rs3176689, rs2805835, rs3176719, rs1962592, rs3176751, and rs3176690) was conducted with ABI PRISM technology (Applied Biosystems, Foster City, California). Taqman primers, probes and conditions are available upon request. It was necessary to use PCR-RFLP for one htSNP, an insertion/deletion (rs3176649) preceded by a SNP (rs3176648). The PCR reaction used the following primers: 5'-ACG TTA GAC CTC CCT TTT CCA AG and 5'-AGA TGT GTA CCA CCT CTG CCC TG to amplify a 301-bp fragment. The reaction started with incubation at 94°C for 5 min, then 35 PCR cycles (94°C for 30 s, 59°C for 30 s and 72°C for 45 s) and was completed with a hold at 72°C for 7 min. The Cac8I endonuclease cut the wild-type, regardless of the coding of the preceding SNP (New England Biolabs, Beverly, Massachusetts). Following overnight incubation at 37°C, the samples were electrophoresed in an agarose gel containing Tris-borate EDTA buffer and ethidium bromide. For all genotyping, laboratory personnel were blinded to casecontrol status, and negative and positive (20% of samples) quality controls were used to ensure replication within assay for each loci of interest.
Of those contacted for the study, a total of 1181 BCC, 833 SCC, and 1066 controls participated (82% of cases and 69% of controls contacted in series 1 and 81% of cases and 76% of controls contacted in series 2). Overall, 86% of subjects in series 1 and 85% in series 2 provided a blood and/or buccal specimen. At the time of genotyping, DNA was available on 2467 subjects. Of these samples, 8 did not amplify at any locus. After restricting to Caucasians, 886 BCC, 682 SCC, and 796 controls were included in the XPA A23G analysis. The haplotype analysis, which included individuals with missing genotype data at A23G, included 909 BCC, 693 SCC, and 814 controls.
Statistical analysis
We checked that the htSNPs were in HardyWeinberg equilibrium in controls using
2-test. Unconditional logistic regression was used to calculate odds ratios (ORs) and 95% confidence intervals (CIs) in models examining the A23G polymorphism as a risk factor for BCC and SCC separately. Models controlled for the matching factors age and gender, as well as the number of severe sunburns in a subject's lifetime and a pigment score. The pigment score was generated using a multivariate confounder score (26,27). Pigment factors included in generating the score were skin reaction to first hour of intense sunshine (tan only, mild burn then tan, burn), skin reaction to repeated sun exposure (deep tan, moderately tan, mild tan and peel, freckling or no tan), hair color (dark brown/black, light brown, red, blonde), eye color (brown/black, green/hazel, blue/gray), skin color (medium/dark, light), and number of moles on back (0, 1, 24,
5). A higher pigment score was indicative of a subject having lower pigmentation and melanin production, which results in keratinocytes having greater exposure to UV. The pigment score was divided into quartiles based on the control distribution.
In modeling the A23G polymorphism, two indicator variables representing the heterozygous and the homozygous variant A were compared with the referent GG genotype. If a pattern was observed in the genotypes, a trend test with 1 degree of freedom was conducted using an ordinal variable representing the number of A alleles and generating a Wald test. Haplotypes were estimated from the htSNPs using the HAPPY macro in SAS version 9.1 (http://www.hsph.harvard.edu/faculty/kraft/soft.htm written by Kraft, P., Chen, R., and Cox, D., 2004). ORs for haplotypes were calculated using haplotype trend regression (28,29), with the most common haplotype serving as the referent and a global
2-test evaluating the contribution of haplotypes as risk factors for BCC and SCC.
To examine an interaction between the XPA genotype and sunburns, we dichotomized severe sunburns with a previously used cutpoint (02 severe sunburns versus
3 severe sunburns), which was based on the median in the controls (22). We modeled the joint effects using the combined GG genotype and the lower sunburn category as the reference group. To test for statistical interaction, the model contained separate terms for the main effect of sunburns, the main effect of XPA genotype, and an interaction term representing the cross product of XPA genotype with sunburns. The test for interaction compared the log likelihood for this model to the model without the cross product (1 degree of freedom). The same methods were used to examine interaction between XPA and pigmentation. As three cross products between XPA genotype and the pigment score quartiles were used, this test for statistical interaction was a 3 degree of freedom test. All tests in this paper were 2-sided tests and a P-value of 0.05 was considered statistically significant.
| Results |
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The majority of the cases were men (Table I). The mean age of subjects in the study was 61.2 (standard error (SE) = 10.6) for controls, 58.8 (SE = 11.2) for BCC and 64.0 (SE = 8.8) for SCC. After adjusting for the matching factors age and gender, the number of severe sunburns (
3 compared with the referent 02 severe sunburns) experienced in a lifetime was significantly higher for BCC (P < 0.0001) and SCC (P < 0.0001) compared with controls, and pigment score was also a significant predictor of BCC (P < 0.0001) and SCC (P < 0.0001).
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For the A23G polymorphism, the variant A allele was more frequent in controls (34%) than either BCC (31%) or SCC (31%) (Table II). The distribution of the XPA genotypes in controls was in HardyWeinberg equilibrium. Genotypes containing the A allele were less frequent for BCC and SCC compared with controls (BCC: ORAG, 0.82, 95% CI, 0.661.01; ORAA, 0.74, 95% CI, 0.531.03; SCC: ORAG, 0.85, 95% CI, 0.671.07, ORAA, 0.74, 95% CI, 0.521.05). The trend test examining the pattern in the ORs with increasing number of A alleles was statistically significant for BCC (P = 0.03) and of borderline significance for SCC (P = 0.05).
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Nine htSNPs were originally identified from the multi-ethnic NIEHS data, and two of these SNPs were not observed in our Caucasian population. The seven remaining htSNPs were genotyped, and overall genotyping for the seven htSNPs was 92% complete (rs1800975, rs3176633, rs3176649, rs3176689, rs2805835, rs3176719 and rs1962592). All seven htSNPs were in HardyWeinberg equilibrium. The results from the haplotype analysis are presented in Table III. The A23G polymorphism corresponds to the first htSNP in the haplotypes. Seven common haplotypes were identified in this study, and the eighth group represents the pooling of rare haplotypes (individual haplotypes with a frequency <0.05). The global test on the haplotypes was statistically significant for BCC (P = 0.03), but not for SCC (P = 0.41). Haplotypes containing the A23G polymorphism were associated with a lower risk of KC compared with the common, referent haplotype containing all wild-type polymorphisms, confirming results of the A23G polymorphism alone. We tested for a difference between haplotypes 2 and 4 and found there was no statistical difference in the haplotypes containing the A23G polymorphism. Therefore, for the interaction models, we only used the A23G polymorphism. Further, because the association with KC was approximately the same for the AA and AG genotypes, we collapsed on the A allele.
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In the main effect model for severe sunburns (
3 compared with 02), there was a 50% significantly increased risk for BCC (OR, 1.50, 95% CI, 1.221.85) and a 60% significantly increased risk of SCC (OR, 1.59, 95% CI, 1.272.00) (Table IV). Within strata of severe sunburns, the association between XPA genotype and BCC and SCC was statistically significant for those who reported experiencing three or more severe sunburns (BCC: OR, 0.65, 95% CI, 0.480.88; SCC: OR, 0.69, 95% CI, 0.500.96) (Table IV). When we modeled the joint effects of XPA genotype and severe sunburns, the increased risk of BCC and SCC occurring among those with
3 sunburns was stronger for the GG genotype than those with one or two copies of the A allele. A test for statistical interaction was not significant for SCC (P = 0.17) but approached significance for BCC (P = 0.07).
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Because UV exposure at the target cell can vary by pigmentation, we next examined the influence of pigmentation on the risk of KC (Table V). There was an increasing risk of BCC with increasing pigment score (higher pigment score corresponds to lower pigmentation and greater UV exposure), which was as strong as a 4-fold increased risk for the fourth quartile compared with the first (Quartile 2: OR, 1.99, 95% CI, 1.432.77; Quartile 3: OR, 2.52, 95% CI, 1.823.47; Quartile 4: OR, 4.04, 95% CI, 2.955.53). This association was also strong for SCC, ranging from 50% increased risk in the second quartile to a 4.2-fold increased risk in the fourth quartile (Quartile 2: OR, 1.53, 95% CI, 1.062.22; Quartile 3: OR, 2.73, 95% CI, 1.923.87; Quartile 4: OR, 4.21, 95% CI, 3.005.93). For BCC and SCC there was a statistically significant trend with increasing pigment score quartile (P < 0.0001 for BCC and SCC).
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We examined the association between XPA genotype and KC within quartiles of the pigment score. For BCC, genotypes containing the variant A allele were observed less frequently among cases compared with controls for all pigment score quartiles (Table V). For SCC, a similar pattern was observed, with exception to the strata representing the darkest pigment category where the risk of SCC was elevated among those with genotypes containing the A allele and of borderline statistical significance (OR, 1.72, 95% CI, 0.973.06).
When we examined the joint effects of XPA and pigment score, there was an increasing risk of BCC with increasing pigment score for those with the GG genotype as well as those with the AG or AA genotypes (Table V). Within each pigment score quartile, the risk of BCC for those with genotypes containing the A allele was lower than those with the GG genotype. For SCC, the risk among those with the GG genotype increased with increasing pigment score. For genotypes containing an A allele, the second through fourth quartiles of pigment score have a pattern of increasing risk of SCC with increasing pigment score, and these ORs were lower than those of the homozygous wild-type for the same pigment score quartile. However, in the first pigment score quartile, which represents the darkest pigment category, the risk for SCC was elevated for heterozygotes and homozygous variants compared with the homozygous wild-type. The test for interaction between pigmentation and XPA genotype was statistically significant for SCC only (test for interaction, 3 degrees of freedom: SCC P = 0.02; BCC P = 0.62).
| Discussion |
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We found the common G allele of the A23G XPA polymorphism associated with an increased risk of BCC and SCC. Accounting for coding variation across the full length of XPA in the form of a haplotype analysis did not reveal any additional information about susceptibility to KC. When UV exposure was taken into account, the increased risk of the GG genotype appeared to be influenced by severe sunburns. When we used pigmentation factors as a measure of susceptibility to UV exposure at the target cell, we observed a statistically significant pigment-XPA interaction for SCC.
The distribution of alleles in controls in this study (A allele frequency: 34%) was similar to that of other Caucasian populations. This includes a population in Germany (33%) and a population in Kentucky (26%) (10,18,20). Compared with other ethnicities, the observed frequency was similar to a sample of African Americans (30%) and Mexican Americans (39%), although it differed from that found in a Korean population (48%), suggesting that allele frequency could vary by ethnicity (9,15,19).
Previous studies have found that the AA genotype leads to an increased risk of lung cancer (15,1820). In contrast, in our study of skin cancer we observed that the AA genotype occurred less frequently among BCC and SCC cases compared with controls. This contrast is consistent with prior investigations of DNA repair polymorphisms where the variant alleles are risk factors for certain cancers but are associated with a relative risk below the null for KC studies. For example, this has been reported for XRCC1 and XPC (22,3034). An explanation for this is based on the greater apoptotic response of keratinocytes to DNA damage (35). As described previously (22), keratinocytes that carry the allele for less efficient repair may have greater DNA damage, leading to apoptosis prior to cell division, and presenting in epidemiologic studies as relative risks below the null for KCs. Another possible explanation for the different findings from previous studies of the XPA polymorphism may relate to differences in exposure. Cellular response to damage from smoking compared with UV could elicit different responses from NER and other repair and damage response pathways.
Our results from the analysis of the joint effects of XPA and UV-related factors support this hypothesis. The degree of pigmentation determines the amount of UV reaching the nucleus of keratinocytes. In our analysis, a lower pigment score was synonymous with more pigment, therefore allowing less UV radiation to reach a cell's DNA. An increased risk with the AG and AA genotypes compared with the GG genotype was confined to the lowest pigment quartile for SCC. These results suggest that for those with more pigment, limited UV radiation reaches the nucleus to trigger the cells with lower repair capacity (A allele) to undergo apoptosis, resulting in the increased risk of SCC. In contrast, as pigmentation decreased, i.e., in the higher quartiles of the score variable, we see that the GG genotype again conferred greater susceptibility to SCC and BCC. When we examined the combined effects of the number of severe sunburns and XPA genotype, we observed similar trends. Those with the GG genotype and a greater number of severe sunburns were at increased risk of disease. Based on the finding that the G allele resulted in better DNA repair capacity (15), it appears possible that keratinocytes with the GG genotype may have sufficient repair following UV exposure to allow for mitosis, whereas those with an A allele are more likely to undergo apoptosis.
A common criticism of epidemiologic studies of SNPs is that the results could be explained by the SNP being in linkage disequilibrium with other SNPs on the gene. Therefore, in this analysis we examined haplotypes of XPA to account for coding variation across the length of the gene. Our htSNP selection process focused on identifying common haplotypes that influence the risk of KC. However, the relationship between common variation across XPA and its influence on KC has not been studied previously. Therefore, we wanted to examine the impact of these common haplotypes on the risk of BCC and SCC. However, the analysis supported the findings from the A23G polymorphism and did not suggest that common haplotypes provided additional information about susceptibility to BCC or SCC. Thus, we have greater confidence in the findings related to this polymorphism, and feel that the association is unlikely to be explained by linkage disequilibrium within the gene. Of course, this analysis focused on common haplotypes, which selected htSNPs to explain 80% of the variation in haplotypes. Rare haplotypes may not be strongly correlated with the seven observed SNPs. These data cannot distinguish between an association due to the G allele at A23G and an association due to multiple rare haplotypes in strong LD with the G allele. However, we consider it unlikely that multiple rare disease mutations would arise and remain in strong association with the G allele if that allele played no causal role.
Genotyping for this gene was 92% complete for all seven htSNPs and over 97% for the A23G polymorphism. Missing genotype was not related to case status, therefore, it is unlikely that this unobserved information would have changed our results. Over 80% of subjects enrolled in the study provided a DNA sample. There were no differences in demographic, sunburn or pigment characteristics between those who provided a sample and those who did not. We do not think selection bias is a major concern for this study since the participation from incident cases of KC in New Hampshire were over 80%, and identification of controls through Medicare files and drivers' license records are believed to cover over 90% of the New Hampshire population (36). In order for the non-participants to bias this analysis, they would have to differ from participants in terms of XPA genotype, which is unlikely.
Our study suggests that the common GG genotype of the XPA A23G polymorphism increases the risk of BCC and SCC. Further, we found evidence that XPA genotype may modify the association between KC and UV exposure. More research into the apoptotic threshold in keratinocytes is needed to understand the mechanism through which this association occurs.
| Acknowledgments |
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Support: NIH R01CA082354, R01CA57494, and CA006515 [GenBank] , and NIEHS T32 ES007155.
Conflict of Interest Statement: None declared.
| References |
|---|
|
|
|---|
- de Boer J. and Hoeijmakers J.H. (2000) Nucleotide excision repair and human syndromes. Carcinogenesis 21:453460.
[Abstract/Free Full Text] - Kraemer K.H., Levy D.D., Parris C.N., Gozukara E.M., Moriwaki S., Adelberg S., Seidman M.M. (1994) Xeroderma pigmentosum and related disorders: examining the linkage between defective DNA repair and cancer. J. Invest. Dermatol. 103:96S101S.[CrossRef][Medline]
- Mohrenweiser H.W. and Jones I.M. (1998) Variation in DNA repair is a factor in cancer susceptibility: a paradigm for the promises and perils of individual and population risk estimation? Mutat. Res. 400:1524.[ISI][Medline]
- Mohrenweiser H.W., Wilson D.M. 3rd, Jones I.M. (2003) Challenges and complexities in estimating both the functional impact and the disease risk associated with the extensive genetic variation in human DNA repair genes. Mutat. Res. 526:93125.[ISI][Medline]
- Mohrenweiser H.W., Xi T., Vazquez-Matias J., Jones I.M. (2002) Identification of 127 amino acid substitution variants in screening 37 DNA repair genes in humans. Cancer Epidemiol. Biomarkers Prev. 11:10541064.
[Abstract/Free Full Text] - Shen M.R., Jones I.M., Mohrenweiser H. (1998) Nonconservative amino acid substitution variants exist at polymorphic frequency in DNA repair genes in healthy humans. Cancer Res. 58:604608.
[Abstract/Free Full Text] - States J.C., McDuffie E.R., Myrand S.P., McDowell M., Cleaver J.E. (1998) Distribution of mutations in the human xeroderma pigmentosum group A gene and their relationships to the functional regions of the DNA damage recognition protein. Hum. Mutat. 12:103113.[CrossRef][ISI][Medline]
- Wakasugi M. and Sancar A. (1999) Order of assembly of human DNA repair excision nuclease. J. Biol. Chem. 274:1875918768.
[Abstract/Free Full Text] - Batty D.P. and Wood R.D. (2000) Damage recognition in nucleotide excision repair of DNA. Gene 241:193204.[CrossRef][ISI][Medline]
- Mellon I., Hock T., Reid R., Porter P.C., States J.C. (2002) Polymorphisms in the human xeroderma pigmentosum group A gene and their impact on cell survival and nucleotide excision repair. DNA Repair (Amst) 1:531546.
- Richards F.M., Goudie D.R., Cooper W.N., Jene Q., Barroso I., Wicking C., Wainwright B.J., Ferguson-Smith M.A. (1997) Mapping the multiple self-healing squamous epithelioma (MSSE) gene and investigation of xeroderma pigmentosum group A (XPA) and PATCHED (PTCH) as candidate genes. Hum. Genet. 101:317322.[CrossRef][ISI][Medline]
- Butkiewicz D., Rusin M., Harris C.C., Chorazy M. (2000) Identification of four single nucleotide polymorphisms in DNA repair genes: XPA and XPB (ERCC3) in Polish population. Hum. Mutat. 15:577578.[Medline]
- Kozak M. (1987) At least six nucleotides preceding the AUG initiator codon enhance translation in mammalian cells. J. Mol. Biol. 196:947950.[CrossRef][ISI][Medline]
- Kozak M. (1996) Interpreting cDNA sequences: some insights from studies on translation. Mamm. Genome 7:563574.[CrossRef][ISI][Medline]
- Wu X., Zhao H., Wei Q., Amos C.I., Zhang K., Guo Z., Qiao Y., Hong W.K., Spitz M.R. (2003) XPA polymorphism associated with reduced lung cancer risk and a modulating effect on nucleotide excision repair capacity. Carcinogenesis 24:505509.
[Abstract/Free Full Text] - Berwick M. and Vineis P. (2000) Markers of DNA repair and susceptibility to cancer in humans: an epidemiologic review. J. Natl Cancer Inst. 92:874897.
[Abstract/Free Full Text] - Wei Q., Matanoski G.M., Farmer E.R., Hedayati M.A., Grossman L. (1994) DNA repair and susceptibility to basal cell carcinoma: a case-control study. Am. J. Epidemiol. 140:598607.
[Abstract/Free Full Text] - Butkiewicz D., Popanda O., Risch A., et al. (2004) Association between the risk for lung adenocarcinoma and a (4) G-to-A polymorphism in the XPA gene. Cancer Epidemiol. Biomarkers Prev. 13:22422246.
[Abstract/Free Full Text] - Park J.Y., Park S.H., Choi J.E., et al. (2002) Polymorphisms of the DNA repair gene xeroderma pigmentosum group A and risk of primary lung cancer. Cancer Epidemiol. Biomarkers Prev. 11:993997.
[Abstract/Free Full Text] - Popanda O., Schattenberg T., Phong C.T., et al. (2004) Specific combinations of DNA repair gene variants and increased risk for non-small cell lung cancer. Carcinogenesis 25:24332441.
[Abstract/Free Full Text] - Karagas M.R., Greenberg E.R., Spencer S.K., Stukel T.A., Mott L.A. (1999) Increase in incidence rates of basal cell and squamous cell skin cancer in New Hampshire, USA. New Hampshire Skin Cancer Study Group. Int. J. Cancer 81:555559.[CrossRef][ISI][Medline]
- Nelson H.H., Kelsey K.T., Mott L.A., Karagas M.R. (2002) The XRCC1 Arg399Gln polymorphism, sunburn, and non-melanoma skin cancer: evidence of gene-environment interaction. Cancer Res. 62:152155.
[Abstract/Free Full Text] - Collins F.S., Brooks L.D., Chakravarti A. (1998) A DNA polymorphism discovery resource for research on human genetic variation. Genome Res. 8:12291231.
[Free Full Text] - Barrett J.C., Fry B., Maller J., Daly M.J. (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21:263265.
[Abstract/Free Full Text] - Stram D.O., Haiman C.A., Hirschhorn J.N., Altshuler D., Kolonel L.N., Henderson B.E., Pike M.C. (2003) Choosing haplotype-tagging SNPS based on unphased genotype data using a preliminary sample of unrelated subjects with an example from the Multiethnic Cohort Study. Hum. Hered. 55:2736.[CrossRef][ISI][Medline]
- Cook E.F. and Goldman L. (1989) Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score. J. Clin. Epidemiol. 42:317324.[CrossRef][ISI][Medline]
- Miettinen O.S. (1976) Stratification by a multivariate confounder score. Am. J. Epidemiol. 104:609620.
[Abstract/Free Full Text] - Zaykin D.V., Westfall P.H., Young S.S., Karnoub M.A., Wagner M.J., Ehm M.G. (2002) Testing association of statistically inferred haplotypes with discrete and continuous traits in samples of unrelated individuals. Hum. Hered. 53:7991.[ISI][Medline]
- Kraft P., Cox D.G., Paynter R.A., Hunter D., De Vivo I. (2005) Accounting for haplotype uncertainty in matched association studies: a comparison of simple and flexible techniques. Genet. Epidemiol. 28:261272.[CrossRef][ISI][Medline]
- Sanyal S., Festa F., Sakano S., et al. (2004) Polymorphisms in DNA repair and metabolic genes in bladder cancer. Carcinogenesis 25:729734.
[Abstract/Free Full Text] - Marin M.S., Lopez-Cima M.F., Garcia-Castro L., Pascual T., Marron M.G., Tardon A. (2004) Poly (AT) polymorphism in intron 11 of the XPC DNA repair gene enhances the risk of lung cancer. Cancer Epidemiol. Biomarkers Prev. 13:17881793.
[Abstract/Free Full Text] - Nelson H.H., Christensen B., Karagas M.R. (2005) The XPC poly-AT polymorphism in non-melanoma skin cancer. Cancer Lett. 222:205209.[CrossRef][ISI][Medline]
- Shen H., Sturgis E.M., Khan S.G., et al. (2001) An intronic poly (AT) polymorphism of the DNA repair gene XPC and risk of squamous cell carcinoma of the head and neck: a case-control study. Cancer Res. 61:33213325.
[Abstract/Free Full Text] - Han J., Hankinson S.E., Colditz G.A., Hunter D.J. (2004) Genetic variation in XRCC1, sun exposure, and risk of skin cancer. Br. J. Cancer 91:16041609.[ISI][Medline]
- Bowen A.R., Hanks A.N., Allen S.M., Alexander A., Diedrich M.J., Grossman D. (2003) Apoptosis regulators and responses in human melanocytic and keratinocytic cells. J. Invest. Dermatol. 120:4855.[CrossRef][ISI][Medline]
- Karagas M.R., Stukel T.A., Morris J.S., Tosteson T.D., Weiss J.E., Spencer S.K., Greenberg E.R. (2001) Skin cancer risk in relation to toenail arsenic concentrations in a US population-based case-control study. Am. J. Epidemiol. 153:559565.
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