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Department of Preventive Medicine, University of Southern California/Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California 90033 [J-M. Y., R. K. R., M. C. Y.], and Department of Epidemiology, Shanghai Cancer Institute, Shanghai 200032, Peoples Republic of China [X-D. C., Y-T. G.]
| Abstract |
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- and
-tocopherols, and specific carotenoids including
-carotene, ß-carotene, ß-cryptoxanthin, lycopene, and lutein/zeaxanthin were determined on the 209 cases and 622 matched controls by high-performance liquid chromatography methods. A high prediagnostic serum level of ß-cryptoxanthin was significantly associated with reduced risk of lung cancer; relative to the lowest quartile, the smoking-adjusted relative risks (95% confidence intervals) for the 2nd, 3rd, and 4th quartile categories were 0.72 (0.411.26), 0.42 (0.210.84), and 0.45 (0.220.92), respectively (P for trend = 0.02). Increased serum levels of other specific carotenoids including
-carotene, ß-carotene, lycopene, and lutein/zeaxanthin were related to reduced risk of lung cancer although the inverse associations were no longer statistically significant after adjustment for smoking. A statistically significant 37% reduction in risk of lung cancer was noted in smokers with above versus below median level of total carotenoids. Serum retinol levels showed a threshold effect on lung cancer risk. Compared with the lowest quartile (<40 µg/dl), the smoking-adjusted relative risk (95% confidence interval) was 0.60 (0.390.92) for men in the 2nd-4th quartiles of retinol values combined; no additional decrease in risk was observed between individuals from the 2nd to 4th quartiles. There were no associations between prediagnostic serum levels of
- and
-tocopherols and lung cancer (all Ps for trend
0.4). The present data indicate that higher prediagnostic serum levels of total carotenoids and ß-cryptoxanthin were associated with lower smoking-related lung cancer risk in middle-aged and older men in Shanghai, China. Low level of serum retinol (with a threshold effect) is associated with increased lung cancer risk in this oriental population. | Introduction |
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About 600 carotenoids have been identified in vegetables and fruit (13)
. The predominant carotenoids circulating in human blood are
-carotene, ß-carotene, ß-cryptoxanthin, lycopene, lutein and zeaxanthin (14)
. Other than ß-carotene, dietary intakes of some of these carotenoids, including
-carotene, ß-cryptoxanthin and lutein, have been found to be inversely related to lung cancer risk (15, 16, 17, 18)
. However, data on serum concentrations of most of these specific carotenoids and lung cancer risk are scarce. Only one study has reported that prediagnostic serum concentrations of specific carotenoids other than ß-carotene are inversely associated with risk of smoking-related lung cancer among United States whites (9)
.
Retinoids have powerful effects on cell differentiation and proliferation (19) . Because carcinogenesis is fundamentally a disorder of cell differentiation and division, it is possible that the retinoid status of a cell significantly influences its potential for cancer development. Synthetic retinoids have been shown to be useful and effective in the prevention of carcinogenesis in experimental animals (20) . However, a number of prospective studies have failed to observe an association between baseline serum retinol level and lung cancer risk (5 , 6 , 8 , 21, 22, 23, 24) . All of these studies were conducted in well-nourished, Western populations with relatively high circulating levels of retinol.
-Tocopherol (the predominant and most active form of vitamin E in humans) is the major chain-breaking antioxidant in lipid phase (25)
, and it is thought to inhibit carcinogenesis primarily through its antioxidant activity (26)
. Observational studies of the association between prediagnostic serum
tocopherol concentration and lung cancer risk have yielded mixed results. An inverse association was observed in some (6
, 27)
but not in other studies (5
, 9
, 22
, 28
, 29)
.
The present study was designed to investigate the relationships between prospectively collected serum micronutrients and lung cancer incidence in a cohort of >18,000 middle-aged and older men in Shanghai, China. The micronutrients measured in prediagnostic serum were specific carotenoids (i.e.,
-carotene, ß-carotene, ß-cryptoxanthin, lycopene, and lutein/zeaxanthin), retinol, and
- and
-tocopherols.
| Materials and Methods |
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4°C) immediately after they were collected and processed usually within 34 h. Different aliquots of serum (12 ml each) from each study subject were stored at -70°C and -20°C, respectively, until analysis. A total of 18,244 men (80% of eligible subjects) were enrolled in the study. Follow-up has been conducted by annual recontact with all of the surviving cohort members, routine reviews of cancer reports from the Shanghai Cancer Registry, and death certificates from the local vital statistics offices. Follow-up on the cohort is almost complete; to date, only 207 subjects have become lost to follow-up. By September 1998, we identified 318 incident cases of lung cancer among cohort members. Of the 318 cases, 217 (68%) were histopathologically confirmed and 101 (32%) were based on radiological diagnosis including radiography or computer-assisted tomography with consistent clinical characteristics. We excluded all of the cases (n = 100) diagnosed within 2 years of enrollment because of the possibility that their dietary (hence, serum) profiles might have been altered because of disease symptoms. For each of the remaining lung cancer cases, three cancer-free controls matched to the index case by age (within 2 years), month and year of sample collection, and neighborhood of residence at recruitment were randomly chosen among all of the cohort members. Nine cases and an additional five control subjects not matched to these nine cases had missing values on at least one serum measurement (see below) and were excluded from the study. Thus, 209 cases and 622 controls were included in the present study.
Serum samples that had been continuously frozen at -70°C were used for measurements of serum micronutrients, including
-carotene, ß-carotene, ß-cryptoxanthin, lycopene, lutein/zeaxanthin, retinol, and
- and
-tocopherols. The serum concentrations of these micronutrients were determined by high-performance liquid chromatography using methods described previously (31
, 32)
. The methods used were unable to quantify the lutein and zeaxanthin separately; therefore, these two carotenoids are combined in this report.
Serum samples were arranged in matched sets of four samples with each set containing serum samples from the case and the three matched controls of which disease status was blind to the laboratory personnel. For all of the laboratory measurements, samples within a given matched set were assayed in the same experiment, and triplicate measurements were made for each serum sample. The mean of the triplicate measurement was assigned as the sample value.
We summed
-carotene, ß-carotene, ß-cryptoxanthin, lycopene, and lutein/zeaxanthin as "total" carotenoids and
- and
-tocopherols as total tocopherols. The distributions of all of the serum markers under study were markedly skewed toward high values, which were corrected to a large extent by transformation to logarithmic values. Therefore, formal statistical testing was performed on logarithmically transformed values, and geometric (as opposed to arithmetic) means are presented. We used the ANOVA method (33)
to examine the relationships between serum micronutrient levels and baseline cigarette smoking status among control subjects.
Data were analyzed by standard matched-set methods (34) . Conditional logistic regression models were used to examine associations between serum micronutrient levels and lung cancer risk. The associations were measured by ORs3 and their corresponding 95% CIs and Ps. Study subjects were grouped into quartiles based on the distribution of values in control subjects (see Appendix A). The linear trend tests for exposure-disease associations were based on ordinal values (03) for the quartiles. We also examined the micronutrient-lung cancer associations in subgroups stratified by smoking status (ever and never). For these subgroup analyses, matched sets were constructed based on the batch status of the serum measurement under study. In other words, all of the cases and controls in a given matched set were tested within a single batch. The original matching factors (age, month and year of blood sample collection, and neighborhood of residence at recruitment) were included in the conditional logistic regression model as covariates.
In all of the analyses, we adjusted for smoking by including covariate terms for age starting to smoke, average number of cigarettes smoked per day, and smoking status at the time of blood draw (nonsmoker, smoker). Statistical computing was conducted using the SAS version 6.12 (SAS Institute Inc., Cary, NC) and Epilog windows version 1.0 (Epicenter Software, Pasadena, CA) statistical software packages. All Ps quoted are two-sided.
| Results |
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1 cigarette/day for
6 months, and the majority of these were current smokers. Ever-smokers had an 8.5-fold excess risk of lung cancer compared with never-smokers. Risk of lung cancer increased monotonically with increasing number of cigarettes smoked per day. There was a 27-fold increase in risk among men who smoked
30 cigarettes/day relative to never-smokers. Men who began to smoke early in life experienced a higher risk of lung cancer than those who started later (Table 1)
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20 cigarettes/day) smokers, and all of the linear trend tests were highly significant except lutein/zeaxanthin, which showed borderline statistical significance (Table 2)
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-carotene, ß-carotene, lycopene, and lutein/zeaxanthin with lung cancer risk were all statistically nonsignificant. When the analyses were restricted to ever-smokers only, similar results were seen (Table 3)
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Levels of total and individual serum tocopherols were not associated with lung cancer risk, with or without adjustment for smoking. The null associations remained when analyses were restricted to ever-smokers only (Table 3)
.
There were only 20 lung cancer patients who had never smoked cigarettes. The associations between levels of serum micronutrients and lung cancer risk among never-smokers are presented in Table 4
. None of the differences in risk of lung cancer between higher and lower levels of serum micronutrients were statistically significant. On the other hand, among ever-smokers, a statistically significant 3540% reduction in risk of lung cancer was observed for elevated levels of total carotenoids, ß-cryptoxanthin, and retinol. A high level of lutein/zeaxanthin was associated with a statistically borderline significant 30% reduction in risk of lung cancer (P = 0.06; Table 4
).
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To examine the impact of duration of follow-up on the associations between prediagnostic serum micronutrients and lung cancer, we repeated all of the analyses after excluding lung cancer cases diagnosed within 5 years of study enrollment and their matched controls (171 cases and 510 controls remaining). Results were comparable with those based on the entire data (data not shown). We also repeated all of the analyses on only histopathologically confirmed cases and their matched controls (138 cases and 411 controls). Again, results were similar to those based on the whole data set (data not shown).
| Discussion |
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-carotene, 50% lower in ß-cryptoxanthin, and 2050% lower in ß-carotene but 50% higher in lutein/zeaxanthin relative to their counterparts in the United States (9)
and northern Europe (7
, 8)
.
The present study has demonstrated a statistically significant, inverse association between prediagnostic serum level of ß-cryptoxanthin and lung cancer risk that is independent of cigarette smoking at the level of detail measured in this study. Only one prior study (conducted in the United States) has examined the associations between prediagnostic serum levels of multiple, specific carotenoids and lung cancer risk. After adjustment for cigarette smoking, there was an 11% lower mean baseline ß-cryptoxanthin concentration among lung cancer patients than control subjects, whereas no difference was found for other individual carotenoids (9)
. Recently, Voorrips et al.
(18)
reported a statistically significant, inverse association between dietary intake of ß-cryptoxanthin and risk of lung cancer, particularly among current smokers, in a cohort of 58,279 middle-aged and older men in the Netherlands. Haegele et al. (35)
examined the relationships between plasma levels of various carotenoids (ß-cryptoxanthin plus lutein,
- plus ß-carotenes, and lycopene) and a marker of oxidative DNA damage (8-OhdG) among 47 subjects fed controlled diets for 14 days. Highly significant inverse associations between plasma level of ß-cryptoxanthin plus lutein and 8-OHdG were observed in both pre- and postintervention blood samples. Furthermore, highly significant correlations were noted between changes in ß-cryptoxanthin plus lutein and 8-OHdG levels among study subjects during the course of the intervention. Plasma carotenes, on the other hand, showed only a borderline significant (P = 0.048) inverse association with 8-OHdG among post-intervention samples, and no association was seen between changes in carotenes and 8-OHdG levels during the course of the study (35)
. Our study results along with those of others (9
, 18
, 35)
are consistent with the notion that ß-cryptoxanthin may be a chemopreventive agent for lung cancer.
Alternatively, ß-cryptoxanthin might merely be a surrogate of fruit and vegetable intake. In fact, the present study also demonstrated a reduced risk of lung cancer in men with high levels of other specific carotenoids including
-carotene, ß-carotenes, lycopene, and lutein/zeaxanthin, although none of the inverse carotenoid-lung cancer associations were statistically significant after adjustment for smoking. It is possible that the observed statistical associations of various carotenoids with lung cancer risk were markers of as-yet unidentified chemopreventive agents in fruits and vegetables.
Numerous observational studies have noted a statistically significant inverse association between dietary intake or serum level of ß-carotene and lung cancer risk (5, 6, 7, 8, 9 , 16 , 36) . Consistent with those reported previously, our data also demonstrated an inverse association between ß-carotene and lung cancer risk. However, the inverse association was no longer statistically significant after adjustment for smoking. Three large, double-blind, placebo-controlled intervention trials have failed to show any protection from lung cancer development after prolonged high-dose ß-carotene supplementation (10, 11, 12) , suggesting that ß-carotene may not be a chemopreventive agent for lung cancer prevention.
A number of epidemiological studies have examined the relationships between dietary intake of
-carotene, lycopene, and lutein/zeaxanthin and lung cancer risk. Some studies noted an inverse association of lung cancer risk with
-carotene (4
, 15
, 37)
whereas others did not (17
, 18
, 38)
. None of these previous studies reported a significant association between dietary lycopene intake level and lung cancer risk (4
, 15
, 17
, 18
, 37
, 38)
. Among the six studies that examined the association between dietary intake of lutein/zeaxanthin and lung cancer risk (4
, 15
, 17
, 18
, 37 , 38)
, four reported an inverse association (4
, 15
, 18
, 37) . Only one prior prospective study has examined the associations between serum levels of
-carotene, lycopene, and lutein/and zeaxanthin and lung cancer risk. After adjustment for smoking, the level of lutein/zeaxanthin was lower in lung cancer cases than in controls although the difference was not statistically significant. No difference was found for
-carotene and lycopene in that study (9)
. Our results were generally consistent with those reported previously. A statistically borderline significant 30% reduction (P = 0.06) in risk of lung cancer was observed in smokers with higher versus lower than median levels of lutein/zeaxanthin. No differences were observed for
-carotene and lycopene.
An apparent threshold effect of serum retinol on lung cancer risk was observed in the present study population, of which average serum level is only 5070% that of comparably aged Western populations (6 , 8 , 21) . Compared with men with a serum retinol level <40 µg/dl, those with higher values experienced a statistically significant 40% decrease in risk of lung cancer. There was no additional decrease in risk among individuals with retinol values >40 µg/dl. On the other hand, there was increasing risk of lung cancer with decreasing retinol values among men with serum retinol levels <40 µg/dl. Six cohort studies have examined the retinol-lung cancer association (5 , 6 , 21, 22, 23, 24 , 39) . All were conducted in well-nourished, Western populations of which the average level of circulating retinol ranges from 60 µg/dl to 82 µg/dl (the mean level was 47 µg/dl in these Shanghai men). None of the six studies observed a difference in levels of blood retinol between cases and controls. The present investigation, which shows no additional protective effect of retinol beyond a level of 40 µg/dl, may explain why these previous studies, all conducted in Occidental populations (with <5% of population values <40 µg/dl), have yielded null results.
A number of studies have examined the association between serum levels of
-tocopherol and lung cancer. In general, null or weak inverse associations have been observed. Of nine prospective studies evaluating serum levels of
-tocopherol (5
, 6
, 8
, 9 , 22
, 27, 28, 29
, 36)
, only one showed a statistically significant inverse association (6)
. Recent data from the Alpha-Tocopherol Beta-Carotene Study showed baseline serum
-tocopherol concentrations to be inversely associated with risk of lung cancer among 29,133 Finnish smokers (P = 0.09; Ref. 27
). Consistent with most of the previous studies, the present study did not observe any protective effects of
- and
-tocopherols separately or in combination on lung cancer development. The mean serum level of
-tocopherol (8.2 mg/liter) in this Chinese population is in the low range of comparable values in Western countries (8.011.6 mg/liter; Ref. 9
, 27
, 28
).
The strengths of the present study include: (a) the availability of prediagnostic serum specimens and the exclusion of cases occurring within 2 years of recruitment, minimizing the possible influence of disease symptoms on dietary intake of various micronutrients; (b) the size of the cohort (>18,000 men) with
12 years of follow-up providing relatively high statistical power to detect moderate effects of exposure on disease occurrence; (c) almost complete follow-up [only 207 (1.1%) subjects were lost to follow-up] minimizing the possibility of selection bias; and (d) the relatively low dietary intake levels of certain micronutrients in the study population providing an opportunity to examine these associations with lung cancer in the lower ranges of exposure levels.
In summary, our study demonstrates a statistically significant inverse association between prediagnostic serum concentration of ß-cryptoxanthin and lung cancer development, independent of smoking, among middle-aged or older men in Shanghai, China. Serum levels of other specific carotenoids including
-carotene, ß-carotene, lycopene, and lutein/zeaxanthin also exhibited inverse associations with lung cancer risk, although none remained statistically significant after adjustment for smoking. A statistically significant reduction in lung cancer risk was noted in smokers with above versus below median level of serum total carotenoids. Low levels of serum retinol (with a threshold effect) were associated with increased lung cancer risk in our study population, of which the mean serum retinol level is 5070% that of Western populations. Serum levels of
- and
-tocopherol were unrelated to lung cancer development in this population.
| Appendix A |
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| Acknowledgments |
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| Footnotes |
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1 This work was supported by NIH Grants R01 CA43092, R35 CA53890, and P30 ES07048. ![]()
2 To whom requests for reprints should be addressed, at Department of Preventive Medicine, University of Southern California/Norris Comprehensive Cancer Center, M/S # 44, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90033-0800. Phone: (323) 865-0825; Fax: (323) 865-0136; E-mail: jyuan{at}hsc.usc.edu ![]()
3 The abbreviations used are: OR, odds ratio; CI, confidence interval; 8-OHdG, lymphocyte DNA 8-hydroxy-2'-deoxyguanosine. ![]()
Received 2/ 1/01; revised 3/23/01; accepted 4/ 9/01.
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Correspondence re Yuan JM et al., Prediagnostic Levels of Serum {beta}-Cryptoxanthin and Retinol Predict Smoking-Related Lung Cancer Risk in Shanghai, China. 2001;10:767-73. Neuhoser ML et al., Fruits and Vegetables Are Associated with Lower Lung Cancer Risk Only in the Placebo Arm of the {beta}-Carotene and Retinol Efficacy Trial (CARET). 2002;12:350-8. Satia-Abouta J et al., Associations of Micronutrients with Colon Cancer Risk in African Americans and Whites: Results from the North Carolina Colon Cancer Study. 2003;12:747-54. Cancer Epidemiol. Biomarkers Prev., April 1, 2004; 13(4): 679 - 680. [Full Text] [PDF] |
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