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Divisions of Epidemiology [S. D. S., J. E. M.] and Cancer Etiology and Prevention [M. V. D., L. G.], American Health Foundation, Valhalla, New York 10595; Department of Community Medicine, Mount Sinai School of Medicine, New York, New York 10029 [J. A. B.]; ProHEALTH Care Associates, LLP, Lake Success, New York 11042 [M. L. C., E. B.]; and School of Medicine, State University of New York at Stony Brook, Stony Brook, New York 11794 [M. K.]
| Abstract |
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| Introduction |
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Until the early 1990s, few epidemiological studies of potential environmental risk factors for breast cancer had been carried out. Since then, a great many studies have been reported, with a special emphasis on exposure to "environmental estrogens," so-called because they include chemicals or groups of environmentally persistent chemicals that also exhibit estrogenic activity in model systems (6 , 7) . These include the broad class of OCCs3 used as pesticides, such as p,p'-DDT and its breakdown products, and the more narrowly defined group of PCBs.
Associations between breast cancer risk and either serum or adipose levels of p,p'-DDT or related compounds as well as PCBs have been reported in a number of case-control and cohort studies beginning in 1976. Significant associations between p,p'-DDE and/or PCB levels and breast cancer risk have been reported in at least five studies ranging from a very small study in Brazil (8) and a pilot study in Connecticut (9) , to larger studies in Quebec (10 , 11) , New York City (12) , and a study in Upstate New York in which the association was confined to a subgroup of parous women who had not breastfed (13) . A nested case-control study by Krieger et al. (14) showed no overall elevation in risk, although Savitz (15) suggested a positive interpretation for p,p'-DDE based among separate strata of whites and blacks. Most later reports, however, have shown little or no association between exposure to OCCs and breast cancer risk, whether assessed using adipose tissue (16, 17, 18, 19) or serum or plasma (20, 21, 22, 23) . In an otherwise negative study, Demers et al. (11) reported a dose-related risk of breast cancer and organochlorine exposure for cancers only for tumors >2 cm in size with lymph node involvement. A summary of study findings published through 1999 was published recently by Helzlsouer et al. (21) .
There has been particular interest and concern among residents of the Northeastern United States, where breast cancer rates are high. Public concern has been especially strong in New York States two easternmost counties, Nassau and Suffolk, generally referred to as Long Island (excluding coterminous parts of New York City). Excluding New York City, Nassau and Suffolk ranked first and second, respectively, among New York State counties in the average numbers of new cases of breast cancer diagnosed per year in 19911995, with a combined total of 1961 annual cases (2) . In the same period, Nassau Countys incidence rate ranked second and Suffolks was tenth among the 62 counties of New York State. Kulldorf et al. (24) have shown that an unusually high rate of breast cancer on Long Island qualifies it as one of four clusters in the Northeastern region of the United States. Intense concern among local residents led to Federal legislation under which the National Cancer Institute initiated a group of epidemiological studies known as the Long Island Breast Cancer Study Project, one of whose goals is to examine the possible etiological role of environmental factors among Long Island residents (25 , 26) . Other risk factors targeted by the legislation were contaminated drinking water, sources of indoor and ambient air pollution, including emissions from aircraft, electromagnetic fields, pesticides and other toxic chemicals, and hazardous and municipal waste.
The present study was carried out in response to the section of the legislative mandate which targets "pesticides and other toxic chemicals" by examining the association of breast cancer risk diagnosed in Long Island women with their body burden of OCCs.
| Materials and Methods |
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All patients signed consent forms that were approved by the
Institutional Review Boards of the American Health Foundation and the
two hospitals. Patients were met at the presurgical testing units of
both hospitals by trained interviewers who administered structured
face-to-face interviews about medical history, reproductive and other
breast cancer risk factors, diet, smoking, and family history. More
than 95% of eligible patients approached by interviewers agreed to
participate. Patients were asked to provide a blood sample (usually
taken as an "extra" tube during the preadmission blood drawing) and
also for permission for us to obtain
0.5 g of adipose tissue from a
subsequent surgical procedure. Diagnoses and classification into case
or control groups were based upon review of pathological reports
subsequent to the surgical procedures. Thus, in most instances the
patients, interviewers, physicians, and the investigators were unaware
of the definitive case or control status of the patient until after the
questionnaire data and biological samples had been obtained.
A total of 1030 patients (359 cases and 671 controls) were interviewed and contributed either adipose tissue, serum, or both. Adipose tissue samples were obtained from 86% and serum from 94% of all women enrolled in the study. Adipose tissue analyses were completed for 232 cases (199 invasive and 33 carcinoma in situ) and 323 controls (250 benign breast and 73 surgical patients); the remaining samples have been stored frozen for future studies. The present analysis is based upon body burden of OCCs using adipose tissue for these 555 subjects. The 73 surgical control women were admitted for procedures involving the gallbladder (n = 33), removal of lipomas (n = 8), abdominal hernias (n = 7), osteoarthritis (n = 4), and other disorders unrelated to the breast. The mean levels of DDE, total pesticides, and total PCBs did not differ significantly between controls with benign breast disease and controls with other conditions. Samples were received in separate batches from the two hospitals and analyzed in the order received, with analytical batches alternating between the hospitals. The women whose adipose tissues were analyzed did not differ significantly from the remainder of study subjects with respect to age, menopausal status, education, religion, or family history of breast cancer. In other words, selection from the sample pool did not appear to be biased with respect to important breast cancer risk factors.
Laboratory Methods.
Levels of OCP/PCB in adipose tissue were determined using an analytical
procedure developed in our laboratory for this study (27)
.
The method is based on supercritical fluid extraction and simultaneous
in situ removal of the bulk of fat on a partially
deactivated neutral alumina sorbent, additional clean-up of
supercritical fluid extracts by adsorption column chromatography also
on a partially deactivated neutral alumina sorbent to remove the
remaining traces of fat, and analysis by capillary gas chromatography
with electron capture detection. We previously used this procedure to
describe OCP/PCB partitioning between serum and adipose tissue
(28)
.
The assay consists of extraction of a small amount of tissue (0.10.3
g) to which
-chlordane has been added as an internal standard, with
supercritical CO2. The extraction with
CO2 is carried out twice (both in static and
dynamic modes). To assure the quantitative recovery of all OCPs/PCBs,
including the more polar compounds, an additional extraction step with
CO2 modified with 5% dichloromethane is carried
out in both static and dynamic modes as before. Removal of residual
traces of lipids from OCP/PCB extracts by adsorption column
chromatography is an essential part of the assay because they interfere
with gas chromatography-electron capture detection analysis. The
10 g of alumina (activity IIIII) in the column provides enough
surface to retain all of the lipids, whereas the choice and amount of
solvents enable complete elution of all analytes. Aldrin is added to
each sample prior to gas chromatographic analysis. We have not observed
any background in the areas of elution of
-chlordane and Aldrin,
justifying the usage of these two compounds as a recovery and gas
chromatography standard, respectively. Only assays with recoveries of
-chlordane that exceeded 90% are reported. Our methodology was
validated against samples of Certified Reference Material 430 (CRM 430;
pork fat containing known concentrations of OCPs) purchased from the
European Community Bureau of Reference, Brussels, Belgium. Recoveries
of the OCPs ranged from 92.3% for DDE to 115% for HCB, and
coefficients of variation ranged between 2.0% (ß-HCH) and 6.3%
(HCB; Ref. 27
). Coefficients of variation for the targeted
PCB congeners ranged between 4.2% (BZ 187) and 8.4% (BZ 180), based
on a series of five assay replicates using CRM 430 to which known
quantities of specific congeners were added. Operational quality
control procedures also included daily calibration of instrumentation
with a complete mixture of OCC pesticides and the PCB congeners of
interest, using Aldrin as an internal standard. We have previously
reported our LOD (28)
, which are based upon the IUPAC and
American Chemical Society definition as the smallest concentration that
is statistically different from an analytical blank
(29)
.The LOD were 0.231 ng/g for both p,p'-DDE
and ß-HCH, 0.116 ng/g for HCB, and 0.723 ng/g BZ 153 and ranged
between 0.070.72 ng/g for all other OCCs.
Statistical Analysis.
Analytes were considered individually or summed into related groups.
Seven OCPs or their products were measured: p,p'-DDE,
p,p'-DDT, and o,p'-DDD
(p,p'-DDE is the major breakdown product of
p,p'-DDT), oxychlordane and trans-nonachlor
(products of chlordane), ß-HCH, and HCB. Fourteen PCB congeners were
measured individually [the IUPAC nomenclature suggested by
Ballschmiter and Zell (30)
is used]: BZ 74, 99, 118, 138,
146,153, 156, 167, 170, 172, 178, 180, 183, and 187. Total PCBs in this
report means the sum of the concentrations of these 14 species.
Proportions of women with detectable levels of individual analytes
(i.e., levels above the instrumental LOD) were compared
between cases and controls via
2 with Yates
correction.
The log10 of the concentrations of
p,p'-DDE, total pesticides, and total PCBs exhibited
near-normality. Therefore, means of log-transformed adipose
concentrations of the target analytes were compared between cases and
controls using analysis of covariance, with age at diagnosis and BMI as
continuous covariates. Associations among continuous variables were
assessed with Spearman correlation coefficients, which are based upon
rank orders and therefore provide comparable results with both
untransformed and transformed variables. Fig. 1
shows that these concentrations were correlated with both age at
diagnosis and BMI (weight/height2 in
kg/m2). ORs for breast cancer risk were computed
via unconditional logistic regression, with adjustment for age at
diagnosis and BMI, as well as hospital and race. Exposure variables
were grouped by tertiles of their respective distributions among
controls. The Ps for trends in the ORs were obtained by
entering an indicator variable with values 0, 1, and 2, representing
the tertiles as an ordinal variable in the logistic models.
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| Results |
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Table 2
shows the median, 25th, and 75th percentiles of the adipose
concentrations of all 21 OCCs and the percentage that each analyte
makes on average relative to total pesticides or to total PCBs.
p,p'-DDE comprised 73.3% of total pesticides in cases and
75.5% in controls. The difference (2.2%) was the largest observed for
any of the 21 analytes; the majority of pesticides differed in
abundance between cases and controls by <1%. Unadjusted concentration
parameters were generally higher for cases than for controls because of
the greater average age of cases and the strong correlation between age
and OCC levels (Fig. 1)
. After adjustment for age at diagnosis and BMI,
cases and controls did not differ significantly in
log10 mean levels of total pesticides or PCBs
(Ps shown in Table 2
). Residue levels of the seven
individual pesticides and 14 PCB congeners did not differ significantly
between cases and controls except for p,p'-DDT (geometric
mean, 13.6 versus 13.4 ng/g; P = 0.04) and
for 2 of the 14 PCB congeners: BZ 74 (27.6 versus 26.8 ng/g;
P < 0.01) and BZ 183 (5.9 versus 4.3 ng/g;
P = 0.02).
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Because cases and controls were drawn both from Long Island and neighboring New York City, it was of interest to test whether OCC levels in control patients differed between the two regions. Among controls, the mean adipose levels of p,p'-DDE, total pesticides, and PCBs did not differ significantly between residents of Long Island and adjacent Queens County. Levels of two individual analytes, ß-HCH and BZ 167, did differ significantly (P < 0.05), with the mean level of ß-HCH higher among Queens residents than among Long Island residents. There were no significant residence effects for p,p'-DDE, total pesticides, or total PCBs. When analyses were restricted to Long Island residents, there were no significant effects attributable to county of residence (i.e., Nassau versus Suffolk) for any analyte; however, only 29 cases and 39 controls were Suffolk County residents, so that these tests had limited power to detect intercounty differences in body burden.
| Discussion |
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The control group consisted of 250 patients with benign breast disease and 73 admitted for other surgical procedures not related to conditions of the breast or other gynecological conditions, primarily gallbladder and hernia operations. The ORs calculated using only benign breast or only surgical controls did not differ materially from the ORs using the combined control group. Miller has argued that choosing as controls women with benign breast conditions, apart from the availability of breast adipose tissue, has the advantage that the women in this group have entered the study via a selection mechanism that is nearly identical to that of the cases (32) . The drawback is that some forms of benign breast disease (e.g., those with a high proportion of atypia) may themselves be risk factors for breast cancer. If these types are caused by OCCs, the result would be to overmatch controls to cases on exposure. However, review of pathological reports for the controls with benign breast disease showed that fewer than 4% of women with benign breast disease diagnoses had any mention of atypia, so this is not considered a serious concern in this control group. In addition, Zheng et al. (18) reported comparable levels for both p,p'-DDE and p,p'-DDT in adipose tissue of 91 women diagnosed with breast cancer compared with levels in 95 women with proliferative benign breast disease.
Interviewers attempted to frequency-match control patients on age. However, the age distribution of women with benign breast disease was somewhat younger than that of women with breast cancer, so that the goal of frequency matching could not be completely achieved. Therefore, age adjustment was an essential component of all risk calculations. The strong positive correlations of adipose organochlorine levels with age most likely reflects the fact that the older members of the study population have lived a greater proportion of their lives during the era before p,p'-DDT and PCBs were banned from commercial use in the United States.
A serious weakness of this study, as with all case-control and prospective studies in which measurement of body burden is made at a single time, is that such a measurement may at best be regarded as a cross-sectional surrogate for a continuum of exposures that may have been experienced earlier in life. Over ones lifetime, body burden may increase because of continued exposure. The higher levels of OCCs measured in older women very likely reflect lengthier exposures that began prior to bans on manufacturing and/or usage, when environmental levels were much higher than at present. On the other hand, in the absence of continued exposure, body stores may be reduced over time as the compounds in question are metabolized and their products excreted, as well as by lactation (33) . Our measurements provide no information about metabolic processes that may have been activated by past exposures. Nearly all epidemiological investigations published to date, including prospective studies, share these weaknesses. An additional weakness that has been pointed out in an Institute of Medicine report on health effects of the phenoxy herbicide Agent Orange may be termed the problem of false negatives. A low observed level of a metabolizable OCC may reflect either absence of exposure or the end stage of a higher level that has decayed over time (34) . Case-control studies are more strongly affected by this source of false-negative measurements than are prospective studies, but in either type of study measurements made at a single time are inadequate to discriminate between these possibilities.
It was possible to test for an association between breast cancer risk and county of residence because both hospitals serve sections of New York City as well as the two Long Island counties. We found no important differences in OCC-related risk levels between Long Island and the adjacent county of Queens, whose breast cancer incidence ranks in the lower half of New York State counties (2) .
The pattern of relative abundance of the individual analytes that
belong to larger families of OCCs is often regarded as a
"fingerprint" that may potentially convey information about sources
of exposure or metabolism. As we have pointed out previously
(28)
, the PCB congener profile (Table 2)
is more typical
of exposures of environmental origin than occupational. As is typical
with case-control studies, few women in the present study were employed
in occupations or industries with likely exposure to pesticides or
PCBs.
The 1994 report by Dewailly et al. (10) of OCC-related increased risk in ER+ women has led many investigators to examine ER status. In the present study, when ER status was ignored the OR in the middle (but not the highest) tertile of total pesticide exposure was slightly elevated (1.27), but neither this nor any of the other ORs was statistically significant; the OR in this stratum (but in no others) became significant when calculations were restricted to ER- women; specifically, the ORs for the highest levels were not elevated. Our data therefore do not support the 1994 finding by Dewailly et al. (10) .
This study did not attempt to assess either genetic factors by themselves or possible gene-environment interactions. A number of genetic factors such as mutations in the genes BRCA1 and BRCA2 are known to affect predisposition to breast cancer (35) . Dunning et al. (36) recently summarized case-control studies that examined a wide variety of candidate genes for low-penetrance breast cancer susceptibility alleles and concluded that the maximum relative risk related to any of the polymorphisms BRCA1, COMT, CYP17, CYP1A1, NAT1, and NAT2 was 1.5, whereas greater risks for CYP2D6, GSTT1, and several others could not be excluded by existing data. Far fewer studies of gene-environment interactions in relation to breast cancer have been conducted, and several have produced conflicting results (37 , 38) . Ambrosone et al. (39) reported that breast cancer risk was unaffected by GSTM1 polymorphisms in women with either high or low dietary consumption of antioxidants. Moysich et al. (40) have reported an increased risk in postmenopausal breast cancer among women whose serum PCB levels were above the median and whose CYP1A1 genotype was either isoleucine:valine or valine:valine, relative to women with serum PCBs below the median and homozygous (Ile:Ile). Although this intriguing result needs to be followed up in other studies, it should be kept in mind that at least 8 of the 15 human CYP enzymes thus far characterized are polymorphic at the phenotypic or genotypic level, and it is quite likely that multiple CYP enzymes are involved in metabolizing human carcinogens (41) .
There is emerging interest in identifying possible carcinogenic effects related to body burden of specific PCB congeners in humans. Three adipose tissue studies have reported associations of breast cancer risk with BZ 118 (10 , 19 , 42) , whereas in a serum study (43) positive associations were "suggested" between serum levels of BZ 118 and BZ 138 and breast cancer risk. [In the study by Güttes et al. (42) , no statistical adjustment for age was made despite the fact that the cases were considerably older than controls.] On the other hand, we found no significant association either with BZ 118 or BZ 138. Additional studies are needed to resolve these differences.
Most toxicological data on PCB congeners have been obtained in
experimental studies [recently reviewed by Hansen (44)
].
Seven of the congeners included in the present study of breast cancer
in Long Island women were also among 18 tested by Connor et
al. (45)
for PB-like activity in induction of rat
hepatic microsomal pentoxyresorufin O-dealkylase. Connor
et al. (45)
found BZ 187 to belong to the most
potent group, with induction activity comparable with PB. A weaker
group that included BZ 99, BZ 153, BZ 180, and BZ 183 induced
pentoxyresorufin O-dealkylase activity at least 50% of the
maximal response observed for PB. BZ 118 and BZ 170 were weak inducers.
Of these seven congeners, only the concentration of BZ 183 differed
significantly between cases and controls in our study (Table 2)
. Thus,
strength as a PB inducer did not predict mammary carcinogenicity in our
population, and cases and controls differed little in the adipose
concentration of most PB inducers. In fact, we found no association
between breast cancer risk and 12 of the 14 measured congeners. A
slight elevation was noted for the hexachlorinated congener BZ 156 that
was statistically significant for the middle but not for the highest
tertile. We noted a consistently elevated OR only for the
heptachlorinated congener BZ 183, primarily in postmenopausal women;
among such women with tissue concentrations >5.66 ng/g, OR was 3.2
(95% CI, 1.57.0). However, the more abundant di-ortho
congener BZ 153, which makes up nearly one-fourth of total PCBs in
humans (28)
, is a very strong PB-type inducer of
cytochrome P-450 enzymes (44)
. It has also been
reported recently to possess estrogenic properties (46)
.
(There are no available reports on the estrogenicity of BZ 183.) The
fact that neither the present study nor that of Aronson
(19)
observed an increased risk for BZ 153 makes it
difficult to attach substantial biological significance to our elevated
risk estimates for BZ 183 in the absence of replication in other
populations or at least supportive mechanistic data.
Both estrogenic and antiestrogenic effects have been attributed to various PCBs based upon standard uterotropic animal models (44) . Nesaretnam et al. (47) have demonstrated that the non-ortho tetrachlorinated biphenyl BZ 77 can act as both an agonist and antagonist of estrogen action, and that this congener can enhance mammary carcinogenesis in the rat (48) . Adipose levels of BZ 77 were reportedly associated with a 6-fold risk of breast cancer (OR, 5.8; 95% CI, 0.842) in a Swedish case-control study (49) . This congener was not included in the panel investigated by Aronson (19) nor in the present study.
The large number of statistical tests that can be carried out in this
database may produce a few statistically significant findings that have
little or no biological meaning. As noted above, the proportions of
cases and controls with nondetectable levels of analytes were
significantly different for one pesticide and three PCB congeners,
i.e., ß-HCH, BZ 167, BZ 178, and BZ 183; yet, the absolute
case-control difference for ß-HCH was <4% and for the PCBs was only
510%. Except for BZ 183 (which comprises <9% of the total PCB
concentration), the analytes that showed differences in detectability
were not the same as those that showed significant case-control
differences the mean in mean levels. Furthermore, as shown in Table 2
,
the largest difference in the relative abundance pattern was for
p,p'-DDE, whose mean did not significantly differ between
cases and controls; no other differences exceeded 1.3% (BZ 74), and
the majority of analytes differed by <1%. Judging the evidence as a
whole, we conclude that the few observed case-control differences in
detectability and mean analyte levels are not biologically meaningful.
Although the majority of epidemiological studies, including this one, have not confirmed these chemical compounds or related OCCs as likely causes of breast cancer, the fact that all samples tested to date have shown detectable levels of both pesticides (especially p,p'-DDE) and PCBs provides ample reason for concern about other possible health effects of these compounds, including cancers other than the breast. PCBs are classified by IARC as group 2A, "probably carcinogenic to humans," and p,p'-DDT is classified as group 2B, "possibly carcinogenic to humans" (50) . Those classifications do not rely only upon epidemiological evidence but are based upon a multitude of additional considerations including carcinogenicity in animal bioassays and mechanistic considerations. The Agency for Toxic Substances and Disease Registry concluded in 1996 that "Studies in animals show that PCBs containing 60% chlorine by weight are clearly carcinogenic" (51) . Systematic epidemiological studies of possible associations between OCCs and other types of cancer should continue to be undertaken.
| Acknowledgments |
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| Footnotes |
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1 Supported by National Cancer Institute Grants
CA-63021, CA-72562, and CA-17613. ![]()
2 To whom requests for reprints should be
addressed, at American Health Foundation, One Dana Road, Valhalla, NY
10595; Phone: (212) 305-4911; Fax: (212) 305-9413; E-mail: sds91{at}columbia.edu ![]()
3 The abbreviations used are: OCC,
organochlorinated compound; OCP, organochlorinated pesticide;
p,p'-DDE, 1,1-dichloro-2,2-di(4-chlorophenyl)ethylene;
o,p'-DDD,
1,1-dichloro-2-(ortho-chlorophenyl)-2-(para-chlorophenyl)ethane;
p,p'-DDT, 1,1,1-trichloro-2,2-bis(4-chlorophenyl)ethane;
BMI, body mass index; BZ, Ballschmiter and Zell; HCB,
hexachlorobenzene; ß-HCH, ß-hexachlorocyclohexane; PCB,
polychlorinated biphenyl; OR, odds ratio; CI, confidence interval; LOD,
limits of detection; PB, phenobarbital; ER, estrogen receptor. ![]()
Received 3/22/00; revised 9/ 1/00; accepted 9/ 6/00.
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