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ORIGINAL RESEARCH COMMUNICATION |
1 From the Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN (S-AL, JHF, CY, QC, XS, and WZ); the Shanghai Center for Disease Control and Prevention, Shanghai, China (WL, YZ, and KG); and the Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China (Y-TG)
2 Supported by RO1 CA 64277 and RO1 CA 90899 from the National Cancer Institute. 3 Reprints not available. Address correspondence to JH Fowke, Institute for Medicine & Public Health, Vanderbilt University Medical Center, 6th floor, Suite 600, 2525 West End Avenue, Nashville, TN 37203-1738. E-mail: jay.fowke{at}vanderbilt.edu.
| ABSTRACT |
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Objective: We investigated the independent and combined effects of cruciferous vegetable intake and the GSTP1 Ile105Val genetic polymorphism on breast cancer risk.
Design: Analyses included 3035 cases and 3037 population controls who were participating in the Shanghai Breast Cancer Study and for whom diet and genetic data were complete (87% of cases and 85% of controls).
Results: With the use of multivariate logistic regression, the GSTP1 Val/Val genotype was significantly associated with greater breast cancer risk (OR = 1.50; 95% CI: 1.12, 1.99). The association was significantly greater in premenopausal women (OR = 1.69; 95% CI: 1.17, 2.43) than in postmenopausal women (OR = 1.20; 95% CI: 0.74, 1.92). Total cruciferous vegetable intake was not significantly associated with breast cancer risk, although subjects reporting greater turnip (P for trend < 0.001) and Chinese cabbage (P for trend = 0.049) intakes had a significantly lower postmenopausal breast cancer risk. Women with the GSTP1 Val/Val genotype and low cruciferous vegetable intake had a breast cancer risk 1.74-fold (95% CI: 1.13, 2.67) that of women with the Ile/Ile or Ile/Val genotype. This effect of low cruciferous vegetable intake and the Val/Val genotype was seen predominantly among premenopausal women (OR = 2.08; 95% CI = 1.20, 3.59).
Conclusions: Cruciferous vegetable intake consistent with high isothiocyanate exposure may reduce breast cancer risk. Cruciferous vegetable intake also may ameliorate the effects of the GSTP1 genotype.
Key Words: Cruciferous vegetables GSTP1 genetic polymorphism breast cancer risk gene-diet combined effect
| INTRODUCTION |
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The capacity of cruciferous vegetable intake to affect breast cancer risk may depend on the inherent metabolic activity. GSTs target a broad range of electrophilic compounds for conjugation with glutathione, which leads to a reduction in organic hydroepoxide concentrations (17). The role of GSTP1 in breast carcinogenesis remains unclear (18). A transition from an A to a G nucleotide position 313 leads to an Ile105Val amino acid change and, perhaps, also to greater thermal stability. Substrate specificity also may differ by GSTP1 genotype: the GSTP1 Val allele is reported to have greater in vitro activity toward 1-chloro-2,4-dinitrobenzene (19). This may suggest an effect of the hydrophobic substrate–binding site. Several studies have reported an association of the GSTP1 Val/Val genotype with greater breast cancer risk (20–22), although subsequent studies reported mixed or conflicting results for the GSTP1 Val/Val polymorphism with respect to breast cancer (23–28). These inconsistencies in the relations between GSTP1 genetic polymorphism and breast cancer suggest that the effects of the GSTP1 genotype may depend on environmental factors such as cruciferous vegetable intake.
GSTs catalyze the conjugation of glutathione with isothiocyanates (electrophilic compounds) to facilitate membrane transport and excretion of isothiocyanates (29), thus, perhaps, first increasing the availability of isothiocyanates but ultimately reducing their systemic concentrations. A previous study by our group (30) found that urinary isothiocyanate concentrations are higher in Shanghai women with the GSTP1 Val/Val genotype than in those with other genotypes, which suggests that GSTP1 genotypes may affect the persistence of isothiocyanates in the body. Three earlier studies reported a combined effect of the genetic polymorphisms of GSTM1/T1/A1 and cruciferous vegetable intake on breast cancer (15, 16, 31). However, the combined effect of the GSTP1 Ile105Val polymorphism and cruciferous vegetable intake on breast cancer risk has not been investigated. Thus, the goal of the present study was to investigate the relation among cruciferous vegetable intake, the GSTP1 genotype, and breast cancer risk.
| SUBJECTS AND METHODS |
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Genotyping
Genomic DNA was extracted from buffy coat fractions or buccal cells by using the Puregene DNA Isolation Kit (Gentra Systems, Minneapolis, MN) or the QIAmp DNA Mini-kit (Qiagen, Valencia, CA) according to each manufacturer's protocol. DNA concentration were measured by using the PicoGreen dsDNA Quantitation Kit (Molecular Probes, Eugene, OR). Five to 10 ng of genomic DNA was used for each polymerase chain reaction (PCR). Quality-control (QC) samples (ie, water, CEPH 1347–02 DNA, and blinded and nonblinded DNA samples) were included in the genotyping assay.
For the SBCS I samples, the GSTP1 Ile105Val polymorphism (A313G, rs1695) was determined by the PCR-restriction fragment length polymorphism method reported previously (21). The PCR products were digested by using BsmAI restriction endonuclease. The PCR product with the G allele was digested to 2 fragments (148 and 41 bp), whereas the PCR product with the A allele remained undigested (189 bp). Genotyping was successfully completed for 1129 (95%) cases and 1236 (94%) controls in SBCS I.
For the 1897 (98%) cases and 1801 (97%) controls in SBCS II, the GSTP1 Ile105Val polymorphism (rs1695) was assessed with the use of the ABI PRISM 7900 Sequence Detection System [Applied Biosystems (ABI), Foster City, CA] in the TaqMan genotyping assay with primers and probes obtained from ABI. The primers were 5'- CCTGGTGGACATGGTGAATGAC-3' and 5'- TGGTGCAGATGCTCACATAGTTG –3'. The probes were VIC-CTGCAAATACATCTCC and FAM-CTGCAAATACGTCTCC. The TaqMan assay method was described previously (34). Briefly, the final volume for each reaction was 5 µL; it consisted of 2.5 µL TaqMan Universal PCR Master Mix, 0.6 µL of each primer, 0.2 µL of each TaqMan probe, and 5 ng genomic DNA. The PCR profile consisted of an initial denaturation step at 95 °C for 10 min and 40 cycles of 92 °C for 15 s and 60 °C for 1 min. The fluorescence level was measured with the ABI PRISM 7900HT sequence detector (Applied Biosystems). Allele frequencies were determined by using ABI SDS software (version 2.2; Applied Biosystems).
Genotyping was successfully completed for 1846 (95%) cases and 1727 (93%) controls in SBCS II. The laboratory staff was blind to the identity of the subjects. QC samples were included in the genotyping assays. Each 384-well plate contained 4 water, 8 CEPH 1347–02 DNA, and 8 blinded QC DNA samples. We genotyped the GSTP1 Ile105Val polymorphism in 45 DNA samples of the Chinese participants used in the International HapMap Project and 24 DNA samples used in Perlegen Sciences human genomic datasets as an additional QC step. The genotypes of the samples generated from the present study were compared with data downloaded from the International HapMap Project (Internet: http://www.hapmap.org) and Perlegen Sciences (Internet: http://genome.perlegen.com). The concordance rates for the QC samples were 98.3% and 100% for SBCS I and II, respectively. The rate of concordance between the data generated in our laboratory and the data from the above databases was 100%. GSTP1 genotypes did not significantly differ from Hardy-Weinberg equilibrium.
Dietary assessment
Habitual intakes of cruciferous vegetables were measured by using a validated food-frequency questionnaire (35). During the in-person interview, each participant was first asked how often each food item or food group was consumed and then asked how many liangs (1 liang = 50 g) of each food were eaten per unit of time (ie, d, wk, mo, or y) during the past 5 y. Five cruciferous vegetables common in Shanghai were listed as separate items on the food-frequency questionnaire, including Chinese greens (bok choy), green cabbage, Chinese cabbage (nappa), cauliflower, and white turnip. From this information, we calculated the average intake (in g/d) of each cruciferous vegetable. Furthermore, we estimated dietary isothiocyanate exposure by using previously published isothiocyanate concentrations for cruciferous vegetables grown in Singapore and cooked in boiling water (36). The report showed considerable variation in potential isothiocyanate contribution across the cruciferous vegetables analyzed, ranging from 4.9 µmol/100 g wet weight in bok choy (Braccica chinensis) to 81.3 µmol/100 g wet weight in watercress.
Statistical analysis
Separate analyses in SBCS I and II were comparable, and thus we pooled the SBCS I and II data for these analyses. Study participants were classified into 5 categories by quintile of the intake of each cruciferous vegetable. The lowest quintile served as the reference group in the analyses. Odds ratios (ORs) and 95% CIs summarizing the association between breast cancer risk and cruciferous vegetable intake or GSTP1 genotype were calculated by using unconditional logistic regression after adjustment for age, education, family history of breast cancer, age at menarche, body mass index (BMI; in kg/m2), age at first live birth, regular exercise, total energy intake, and study stage (SBCS I or II). Stratified analyses were performed to investigate any interaction or combined effect between the GSTP1 genotypes and cruciferous vegetable intake. We also repeated analyses after excluding the contribution of bok choy intake, because bok choy was frequently consumed in this study population but may have a lower isothiocyanate content than other cruciferous vegetables. Tests for interaction were performed by comparing the model with and without interaction terms by using a likelihood ratio test. All statistical tests were based on 2-sided probability. Statistical analyses were carried out with SAS software (version 9.1; SAS Institute, Cary, NC).
| RESULTS |
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The association between cruciferous vegetable intake and breast cancer is shown in Table 2
. Total cruciferous vegetable intake was not significantly associated with premenopausal (P for trend = 0.859) or postmenopausal (P for trend = 0.142) breast cancer risk. On the other hand, estimated isothiocyanate exposure was significantly associated with lower breast cancer risk among women in quintile 5 (OR = 0.82; 95% CI: 0.70, 0.96; P for trend = 0.007), particularly the postmenopausal women (OR = 0.68; 95% CI: 0.53, 0.87; P for trend < 0.001). Turnip consumption was significantly associated with lower breast cancer risk among quintile 5 premenopausal (OR = 0.81; 95% CI: 0.67, 0.97; P for trend = 0.065) and postmenopausal (OR = 0.65; 95% CI: 0.52, 0.83; P for trend < 0.001) women, whereas Chinese cabbage was significantly associated with lower breast cancer risk among quintile 5 postmenopausal women (OR = 0.76; 95% CI: 0.60, 0.96; P for trend = 0.049). We removed bok choy from our total cruciferous vegetable intake score and found that intakes of the remaining cruciferous vegetables were significantly associated with lower postmenopausal breast cancer risk [from quintile 1 to quintile 5: OR = 1.00 (ref), 0.98, 0.77, 0.77, 0.83, and 0.76, respectively (95% CI: 0.58, 0.97); P for trend = 0.014]. We also found no association between total cruciferous vegetable intake minus bok choy and premenopausal breast cancer (data not shown).
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| DISCUSSION |
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Reports from Sweden and the United States (in premenopausal women) suggested a lower effect of high cruciferous vegetable intake on breast cancer risk (14, 15). Smith-Warner et al (11) found that broccoli and Brussels sprout consumption was associated with a 14% reduction in the risk in postmenopausal women. The associations between overall cruciferous vegetable intake and breast cancer risk seen in the present study were more consistent with the modest and nonsignificant associations observed in prior European Prospective Investigation into Cancer and Nutrition analyses (12). Nonetheless, we found white turnip and Chinese cabbage intakes to be inversely associated with breast cancer risk, predominantly among postmenopausal women. Turnip is consumed more regularly in Shanghai than in the West (36), and 66.3% of participants in this study reported consuming some amount of turnip. Wang et al (37) suggested that different cruciferous vegetables may not represent unique exposures because the glucosinolate profile varies across species. Similarly, Jiao et al (36) estimated turnip isothiocyanate concentrations to be
17-fold those of bok choy, which is a more widely consumed cruciferous vegetable in the Chinese population. Accordingly, associations between estimated isothiocyanate intake and breast cancer risk tracked well with associations between turnip intake and breast cancer risk, and total cruciferous vegetable intake was also associated with postmenopausal breast cancer when the intake of bok choy was excluded from the total cruciferous vegetable intake. Thus, our results suggest that turnip or other cruciferous vegetables with a high isothiocyanate content may reduce postmenopausal breast cancer risk. We cannot address the potential for systematic errors associated with applying isothiocyanate concentrations derived from cruciferous vegetables in Singapore (36) to our study population in Shanghai.
The GSTP1Val allele frequency of 18.4% in controls is more prevalent than that typically observed in white populations, which is usually
5–10% (20, 24, 38, 39). Zimniak et al (19) reported that the GSTP1 Val104 isoform differs in affinity for electrophilic substrates. Several earlier studies found no significant overall association between the GSTP1 Ile105Val polymorphism and breast cancer risk (23–26), and the GSTP1 Val allele has been associated with a lower risk in Finnish women, both premenopausal and postmenopausal (27), and in postmenopausal Korean women (28). However, we found the GSTP1 Val/Val genotype to be significantly associated with greater breast cancer risk, a finding that is consistent with the findings of other studies (20, 22) and previous analyses by our group (16, 21). The risk association with this polymorphism was more pronounced among premenopausal women, which is consistent with the common belief that genetic factors play a more important role in breast cancer diagnosed in young women than in that diagnosed in older women. Discrepancies between the results of the present study and those of earlier studies cannot be easily explained by the genetic variability associated with ethnicity or race alone, and they suggest that environmental factors such as cruciferous vegetable intake may affect the genetic predisposition to breast cancer associated with GSTP1 genotype.
Dietary isothiocyanates induce GST enzyme activity (17, 40) and are associated with a reduction in indexes of systemic oxidative stress (7, 8). However, GSTs also conjugate isothiocyanates, and low GST activity could allow the protective effects of isothiocyanates to be exerted to a greater extent at the target tissue level. Overall, the results of epidemiologic studies to date most clearly support a combined GSTM1/T1-isothiocyanate effect on lung cancer risk, with more limited evidence for an effect on colon cancer risk (41). Limited data also suggest a GST-isothiocyanate effect on breast cancer risk (15, 16, 30). In the present study, high cruciferous vegetable intake reduced the strength of the association between the GSTP1 genetic polymorphisms and premenopausal breast cancer risk. We previously showed that urinary isothiocyanate concentrations are higher among Shanghai women with the GSTP1 Val/Val genotype than among those with other genotypes (30). Persons with the GSTP1 Val/Val genotype may excrete isothiocyanates more readily than those with another GSTP1 genotype, which may reduce the availability of isothiocyanates in the body and contribute to breast cancer risk. In such a situation, a low cruciferous vegetable intake would have the greatest effect among women with the GSTP1 Val/Val genotype. In contrast, higher cruciferous vegetable intake and isothiocyanate exposure may compensate to a degree for the greater isothiocyanate excretion observed with the GSTP1 Val/Val genotype.
These results could be affected by sources of bias that are common to case-control studies (eg, recall bias), although our rapid recruitment protocol was designed to minimize such sources of bias. Moreover, selection bias associated with diet or genotype is less likely, because of the high participation rates and population-based study design. Myrosinase activity and isothiocyanate availability may be affected by the method of food preparation (42, 43). Turnips are often consumed in an uncooked state in Shanghai, whereas most cruciferous vegetables are consumed after light cooking or stir-frying or in soups. It is unlikely that cooking methods vary substantially between cases and controls. Despite the pooling of data from 2 large studies, data within specific strata for analyses investigating the effects of cruciferous intake by genotype were sparse, and the observed patterns should be confirmed in other studies. Urinary isothiocyanate concentrations as a biomarker of cruciferous vegetable intake and internalized isothiocyanate exposure were not available for this analysis, but they will be investigated in the future. Nonetheless, this population-based study includes a sample size large enough to allow detection of relatively small associations and to explore combined gene-diet effects after adjustment for potentially confounding factors. Furthermore, total cruciferous vegetable intake was considered in a large number of subjects with high cruciferous vegetable intakes, and the evaluation included various cruciferous vegetables not as commonly consumed in other populations.
In summary, the cancer-preventive potential of cruciferous vegetable is believed to derive, in part, from the effects of isothiocyanates and other glucosinolate derivatives on phase II enzyme activity (2, 36). Greater intake of cruciferous vegetables with a higher isothiocyanate content was associated with lower postmenopausal breast cancer risk. In addition, we found that the GSTP1 Val/Val genotype was associated with a greater breast cancer risk, and premenopausal breast cancer risk was attenuated among women with a high cruciferous vegetable intake. This may suggest that a genetic predisposition to breast cancer related to GSTP1 genotype could be modified by cruciferous vegetable intake.
| ACKNOWLEDGMENTS |
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in humans. Carcinogenesis 1995;16:955–7.This article has been cited by other articles:
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P. Sun, J. Qian, Z.-b. Zhang, J.-x. Wan, F. Wu, X.-p. Jin, W.-w. Fan, D.-r. Lu, N.-q. Zhao, D. C. Christiani, et al. Polymorphisms in phase I and phase II metabolism genes and risk of chronic benzene poisoning in a Chinese occupational population Carcinogenesis, December 1, 2008; 29(12): 2325 - 2329. [Abstract] [Full Text] [PDF] |
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