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1 Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, NIH, Bethesda, Maryland; 2 Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York; 3 IARC, Lyon, France; 4 German Cancer Research Center, Heidelberg, Germany; and 5 Department of Biology and Genetics, University of Pisa, Pisa, Italy
Requests for reprints: Marc Gunter, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461. E-mail: mgunter{at}aecom.yu.edu
| Abstract |
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| Introduction |
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The peroxisome proliferator-activated receptor
(PPAR
) is a nuclear receptor that functions as a transcriptional regulator of metabolism. Implicated in the pathophysiology of obesity and insulin resistance, PPAR
binds small molecules, such as fatty acids, and is required for the accumulation of adipose tissue. PPAR
also possesses anti-inflammatory properties. It has been suggested that PPAR
binds nuclear factor-
B, activator protein 1, and signal transducers and activators of transcription factors, thereby inhibiting initiation of the inflammatory response (13). Natural ligands and drug agonists of PPAR
have been shown to reduce intestinal inflammation in both humans and rodent models (14, 15). Furthermore, the formation of aberrant crypt foci by chemical induction is inhibited by PPAR
ligands (16). A common PPARG SNP in exon 12 that leads to a nonsynonymous amino acid substitution has been associated with colorectal cancer and adenoma (4, 17).
Based on emerging evidence that chronic inflammation is related to colorectal neoplasia, and that the expression and function of a number of important cytokines and other inflammation-related enzymes is under genetic control, we hypothesized that a proinflammatory genetic profile is associated with increased susceptibility to colorectal adenoma, an established precursor of colorectal cancer. We investigated the relation between 19 polymorphisms in IL1B, IL4, IL5, IL6, IL8, IL10, IL13, LTA, and TNF as well as the PTGS2 and PPARG genes with colorectal adenoma.
| Materials and Methods |
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The participation rates were 84% for the cases (244 of the 289 eligible cases identified) and 74% for the controls (231 of 314 eligible controls). The main reason for nonparticipation was subject refusal (12% of cases and 21% of controls) followed by illness (3% of cases and 4% of controls). Three cases with familial adenomatous polyposis syndrome were excluded from the study. All 231 control subjects had been verified by sigmoidoscopy. Of the 244 cases, 210 (86.1%) had undergone colonoscopic examination, and 34 (13.9%) had undergone sigmoidoscopic examination. The average time between colorectal examination and blood draw was 3 days for cases and 23 days for controls, and the time between colorectal examination and collection of questionnaire data was 2.4 and 3.3 months for cases and controls, respectively.
Genotyping and Statistical Analysis
SNPs were selected on the basis of functional data related to changes induced in the expression of the cytokine and prevalence (>5% minor allele frequency in Caucasians). For PTGS2, a SNP in a putative promoter sequence variant that has been associated with differential PTGS2 expression was genotyped. In addition, three SNPs with >5% prevalence in Caucasian populations and spaced at approximately regular intervals across the gene region were selected for genotyping. A SNP that gives rise to a nonsynonymous amino acid change in PPAR
and has been associated with colorectal neoplasia was also genotyped (see Table 1). Genotyping of IL6, IL8, PPARG, and PTGS2 was performed according to the methodology of Landi et al. (4). Primer sequences for the PTGS2 genotyping probes are available upon request. All remaining genotyping was done using Taqman assays, and detailed protocols can be accessed at http://snp500cancer.nci.nih.gov/assays. To ensure reproducibility of genotyping methods, multiple blinded quality control samples (n = 30) from two individuals were embedded among the case-control samples. For all genotypes tested, the quality control samples indicated a reproducibility rate of 100%.
Differences in genotype distributions between cases and controls were ascertained by the
2 statistic. Association between genotypes and colorectal adenoma were calculated as odds ratios (OR) with 95% confidence intervals (95% CI) by unconditional logistic regression and were adjusted for age, sex, and ethnicity using SAS software (version 8.2). In all cases, homozygosity for the most common allele in Caucasians was used as the reference category. In addition, assuming a dominant model of inheritance, heterozygotes and homozygosity for the less common allele categories were collapsed to create a less common allele carrier category. For genes or chromosomal regions genotyped for more than one SNP, linkage disequilibrium (as determined by the D' statistic) between adjacent markers was estimated and when applicable, haplotypes reconstructed from unphased genotype data using PHASE version 2.0 (20). Overall differences in haplotype distribution between cases and controls were assessed using the likelihood ratio test statistic. All P-values were two sided, and all models were adjusted for age, sex, and ethnicity. To account for the large number of comparisons made in this study, the false-positive report probability was calculated using a prior probability of association using the method of Wacholder et al. (21).
| Results |
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For genes or chromosomal regions with multiple-typed markers (PTGS2, IL1B, IL4, IL13, and the TNF-LTA gene region), a haplotype-based analysis was employed to test for specific cis effects. Estimated haplotypes were not statistically associated with colorectal adenoma in this study (haplotype frequencies available upon request).
As an additional exploratory analysis, the association between genotype and haplotype frequency and colorectal adenoma was investigated among users and nonusers of NSAIDs. Among non-NSAID users, there was a statistically significant association between the IL10 819-T/T genotype and adenoma compared with the common IL10 819-C/C genotype (OR, 3.9; 95% CI, 1.1-13.6), which was not evident among NSAID users (OR, 0.7; 95% CI, 0.3-1.5), and a statistically significant multiplicative interaction was observed (P = 0.01).
| Discussion |
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Although the findings presented here are exploratory, the study is limited by its small size and the relatively large number of statistical comparisons, which together increase the probability that false positives have been featured. For the IL1B 31-C and IL8 251-A alleles, we had relatively high prior probabilities that they would be associated with colorectal adenoma, based on findings for other cancer sites together with preliminary evidence that the tested variants could have functional consequences (2-4, 22). We applied the method of Wacholder et al., in which the false-positive report probability is calculated using a prior probability of association, observed P, and the statistical power to estimate the validity or "noteworthiness" of the findings (21). For carriage of the IL1B 31-C and IL8 251-A alleles, we calculated that the false-positive report probability associated with the risk estimates for these alleles would be in excess of the moderate prior probability (0.1) that a true association exists. Therefore, we are cautious in our interpretation of these data. However, we view these findings as exploratory and given the emerging evidence on chronic inflammation and colorectal carcinogenesis and the apparent functional role these cytokines play in the innate immune response; further study of these variants in relation to colorectal polyps is warranted.
In addition to statistical bias, additional bias may also lie in study design. In total, 86% of the cases underwent a full colonoscopy, whereas the control group had only undergone sigmoidoscopy. Consequently, it is plausible that some of the controls had undetected polyps in the proximal colon. If the proximal and distal colon share similar etiologies with respect to the genetic factors investigated here, then the data could be biased, with possible attenuation of the findings. However, restriction of analyses to distal adenomas did not yield any material change in the results, suggesting such bias was not relevant here.
IL1ß is a prominent proinflammatory cytokine, which together with IL6 and tumor necrosis factor (TNF) serve as primary initiators of the complex inflammatory response. We observed an increased risk of colorectal adenoma among carriers of the IL1B 31-C allele. This allele is in linkage disequilibrium with the IL1B 1116-T allele, which has been associated with elevated levels of IL1ß (2); thus, this allele may be a marker for a proinflammatory phenotype. It is also plausible that both could be in linkage disequilibrium with another, untested variant that influences the levels of IL1ß. A previous study investigated the IL1B 31-C>T polymorphism in relation to colorectal cancer and did not detect an association (5); however, the IL1B 31-C allele has been associated with H. pyloriinduced gastric cancer (3).
The fact that the genotype distributions for the IL1B 31-C>T polymorphism did not conform to Hardy-Weinberg equilibrium was a concern. The quality control data showed complete concordance for this assay, thus making genotyping an unlikely source of error. Comparison of expected genotype frequencies under Hardy-Weinberg equilibrium and observed frequencies among the controls revealed fewer heterozygotes than expected. This raises the possibility that the positive association observed between the IL1B 31-C>T genotype and adenoma was due to chance. In an attempt to circumvent this problem, we compared the observed genotype distributions among the cases with the expected distributions among the controls. This yielded attenuated risk estimates for the heterozygous genotype (OR, 0.7; 95% CI, 0.5-1.1) but an enhanced, yet nonsignificant, association for homozygosity for the less common allele (OR, 1.3; 95% CI, 0.7-2.4).
IL8 is a potent chemokine for neutrophils, recruiting them to sites of infection and regulating leukocyte trafficking through peripheral lymphoid tissues. High concentrations of IL8 have been detected in the colonic lumen of ulcerative colitis patients, and rectal dialysate from these patients is capable of activating neutrophils in vitro (23). Three well-characterized SNPs in the 5'-promoter sequence have been analyzed and shown to alter expression of the gene under laboratory conditions (24). Specifically, there is evidence to suggest enhanced IL8 expression among carriers of the IL8 251-A allele (22). In our study, we observed a 3-fold increase in risk for colorectal adenoma among IL8 251-A/A carriers. Interestingly, a previous colorectal cancer study conducted among a Spanish population found an inverse association between carriage of the IL8 251-A allele and colorectal cancer (4); however, studies on other cancers of the gastrointestinal tract have found reported positive associations between the IL8 251-A allele and disease risk (25).
We detected an increased risk of adenoma for carriers of the IL10 819-T/T genotype among nonusers of NSAIDs, whereas this association was not apparent among those reporting regular use. Because IL10 has been implicated in colorectal carcinogenesis in murine models (26), and because the IL10 819-T allele has been linked to lower levels of IL10 (27, 28), it is plausible that this allele is associated with increased levels of basal inflammation in the colon, which is modified by NSAID use. This is consistent with the findings of the previous study of IL10 polymorphisms and colorectal cancer, in which carriers of the IL10 626-A allele, which has been associated with lower levels of IL10, were at reduced risk of colorectal cancer but only among habitual users of aspirin (5). It is also possible that due to the potent anti-inflammatory effect of NSAIDs, the association of cytokine polymorphisms with colorectal adenoma is masked among NSAID users, and the current data are consistent with this. It should also be noted that due to the small size of the study, we have limited statistical power to detect interactions.
There was suggestion that the IL6 174 G/G, IL10 819 T/T, TNF 308 A/A, and LTA IVS1 +90 G/G genotypes were associated with colorectal adenoma, although the ORs did not quite attain statistical significance. Based on functional data, these genotypes predict elevated expression of these proinflammatory cytokines; thus, these data are also supportive of the notion that a proinflammatory genetic profile is a positive risk factor for colorectal neoplasia. Interestingly, although the PPARG ala/ala genotype was rare in this population, four adenoma cases were carriers compared with one control. The lack of association observed for the remaining polymorphisms may not only reflect the small sample size but may also indicate that the genes (or SNPs) studied are not relevant for colorectal tumors.
In conclusion, we have observed that SNPs in key cytokine genes could be important risk factors for colorectal adenoma. Specifically, we observed several SNPs in IL1B, IL8, and IL10, known to alter risk or functional expression of the gene that seemed to confer increased susceptibility to colorectal adenomas. Further analysis of the untested SNPs in these genes, either by haplotype analysis or a pairwise comparison approach, is needed to confirm the current findings. Moreover, a more thorough analysis of common variants in these genes and related genes in the same pathways of inflammation are required to determine the contribution of inflammatory genes to colorectal adenomas, precursor lesions to colorectal carcinoma. Our data support the contention that large, well-planned studies that examine inflammation-related genes in relation to the colorectal adenoma-carcinoma sequence could uncover important mechanistic pathways and could lead to new intervention or prevention strategies.
| Footnotes |
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Received 1/23/06; revised 3/ 3/06; accepted 4/ 4/06.
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