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Advance Access publication April 29, 2008
Conjugated Equine Estrogens and Breast Cancer Risk in the Women’s HealthInitiative Clinical Trial and Observational Study
Ross L. Prentice1, Rowan T. Chlebowski2, Marcia L. Stefanick3, JoAnn E. Manson4, Robert D. Langer5, Mary Pettinger1, Susan L. Hendrix6, F. Allan Hubbell7, Charles Kooperberg1, Lewis H. Kuller8, Dorothy S. Lane9, Anne McTiernan1, Mary Jo O’Sullivan10, Jacques E. Rossouw11, andGarnet L. Anderson1
1 Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA. 2 Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Los Angeles, CA. 3 Stanford Prevention Research Center, School of Medicine, Stanford University, Stanford, CA. 4 Division of Preventive Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA. 5 Outcomes Research Institute, Geisinger Health System, Danville, PA. 6 Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI. 7 Department of Medicine, University of California, Irvine, CA. 8 Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. 9 Department of Preventive Medicine, State University of New York, Stony Brook, NY. 10 Department of Obstetrics and Gynecology, University of Miami, Miami, FL. 11 National Heart, Lung, and Blood Institute, Bethesda, MD.
Received for publication February 23, 2007; accepted for publication October 2, 2007.
The Women’s Health Initiative randomized controlled trial found a trend (p ¼ 0.09) toward a lower breast cancer
risk among women assigned to daily 0.625-mg conjugated equine estrogens (CEEs) compared with placebo, incontrast to an observational literature that mostly reports a moderate increase in risk with estrogen-alone prepa-rations. In 1993–2004 at 40 US clinical centers, breast cancer hazard ratio estimates for this CEE regimen werecompared between the Women’s Health Initiative clinical trial and observational study toward understanding thisapparent discrepancy and refining hazard ratio estimates. After control for prior use of postmenopausal hormonetherapy and for confounding factors, CEE hazard ratio estimates were higher from the observational study comparedwith the clinical trial by 43% (p ¼ 0.12). However, after additional control for time from menopause to first use ofpostmenopausal hormone therapy, the hazard ratios agreed closely between the two cohorts (p ¼ 0.82). For womenwho begin use soon after menopause, combined analyses of clinical trial and observational study data do not provideclear evidence of either an overall reduction or an increase in breast cancer risk with CEEs, although hazard ratiosappeared to be relatively higher among women having certain breast cancer risk factors or a low body mass index.
breast neoplasms; clinical trial; cohort studies; estrogens; hormone replacement therapy; postmenopause
Abbreviations: CEE, conjugated equine estrogen; CI, confidence interval; HT, postmenopausal hormone therapy;WHI, Women’s Health Initiative.
Editor’s note: An invited commentary on this article is
The Women’s Health Initiative (WHI) randomized con-
trolled trial of daily use of 0.625 mg of conjugated equine
Correspondence to Dr. Ross L. Prentice, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview AvenueNorth, P.O. Box 19024, Seattle, WA 98109-1024 (e-mail: [email protected]).
estrogens (CEEs) by 10,739 posthysterectomy US women
tended to provide risk factor information on major causes of
stopped early in 2004 primarily because of an elevation in
morbidity and mortality and to serve as a secular control for
stroke risk (1, 2). The trial yielded a nonsignificantly lower
the clinical trials. All women provided written informed con-
incidence of invasive breast cancer in the active hormone
sent for their respective WHI activities and supplied a baseline
group (3), with a hazard ratio of 0.80 (95 percent confidence
fasting blood specimen, a medications and dietary supple-
interval (CI): 0.62, 1.04; p ¼ 0.09) over an average 7.1-year
ments inventory, and common core questionnaires (7, 9).
follow-up period. This hazard ratio estimate compares with
Information on lifetime hormone use was obtained from
generally higher hazard ratios from an extensive observa-
clinical trial and observational study women at baseline by
a trained interviewer, assisted by a structured questionnaire
For example, the UK Million Women Study (5) reported a
and chart displaying color photographs of various hormone
hazard ratio of 1.30 (95 percent CI: 1.21, 1.40) for estrogen-
preparations. For HT, detailed information was obtained on
alone regimens, with little evidence of hazard ratio variation
the preparation, estrogen and progestin doses, schedule, and
among regimens involving differing estrogens. In the WHI
route of administration. The age at starting and stopping
CEE trial, much of the evidence for a possibly reduced
each preparation was recorded. Estrogen-alone use was de-
breast cancer hazard ratio (3) arose from women who had
fined as use of prescription oral or transdermal preparations
not previously used postmenopausal hormone therapy (HT),
for at least 3 months, whereas estrogen plus progestin use
many of whom were years past menopause at the time of
was defined similarly for estrogen plus oral progestin, in-
trial enrollment. The hazard ratio was 0.65 (95 percent CI:
cluding preparations used continuously or intermittently.
0.46, 0.92) among women without prior HT compared with
Women using HT at baseline were required to undergo
1.02 (95 percent CI: 0.70, 1.50) among women with prior
a 3-month washout period prior to randomization in the
HT (p ¼ 0.09 for difference). In spite of only 237 incident
CEE trial. Women without a uterus were potentially eligible
cases, this trial was able to identify higher hazard ratios
for this trial of daily use of 0.625 mg of CEE or matched
among subsets of women at comparatively high risk, includ-
placebo. There were no restrictions on hormone therapy use
ing those with an elevated 5-year Gail model (6) risk score
for observational study participants.
(p ¼ 0.01), those having one or more first-degree relatives
This article is based on data from a clinical trial and an
with breast cancer (p ¼ 0.01), and those having a personal
observational study subcohort of women enrolled at 40 US
history of benign breast disease (p ¼ 0.005).
clinical centers. The ‘‘gap time’’ from menopause to first
Here, we compare results from the CEE trial with corre-
use of HT emerged in preliminary analyses as a useful factor
sponding results from the WHI observational study with
for explaining hazard ratio patterns, so the clinical trial
a goal of identifying reasons for any hazard ratio discrep-
analyses presented here excluded women of an unknown
ancy. If results from the two cohorts are in good agreement
age at menopause or having unknown prior HT information.
following provision for differences in the characteristics and
Following this exclusion, 4,493 (84.6 percent) of the women
HT exposure patterns of participating women, then analysis
assigned to CEE and 4,596 (84.7 percent) of the women
of combined data from the two sources may help to clarify
assigned to placebo remained in the clinical trial subcohort
the breast cancer effects of CEE, especially among recently
The corresponding observational study subcohort com-
The WHI observational study includes 93,676 postmen-
prised 17,437 women who were either using the same daily
opausal women enrolled from the same populations as the
0.625-mg CEE regimen (9,336 women) or were not using
WHI clinical trial (7) over essentially the same time period
any HT (8,101 women) at the time of enrollment in the
(1993–1998). Many elements of the protocol were common
observational study. To enhance comparability with the clin-
to the two WHI components, including baseline question-
ical trial, observational study subcohort women were re-
naire and interview data collection and the major elements
quired to be posthysterectomy, to have no personal history
of breast cancer, and to have had a mammogram within2 years prior to enrollment. As with the clinical trial sub-cohort, women were also required to be of a known age atmenopause and to have prior HT data. Finally, women in
this observational study subcohort were required to have
known values for a list of potential confounding factors de-scribed below (figure 1).
Detailed WHI recruitment methods and eligibility criteria
have been published previously (8). Eligible women were
50–79 years of age at screening, were postmenopausal, hadno medical condition associated with a predicted survival of
Clinical outcomes were reported semiannually in the clin-
less than 3 years, and were likely to be residing in the same
ical trial and annually in the observational study. Initial
geographic area for at least 3 years. Additional CEE trial
reports of outcomes were ascertained by self-administered
exclusion criteria involved safety, adherence, and retention
questionnaire. Breast cancer occurrences were confirmed
concerns and included a personal history of invasive or non-
by review of medical records and pathology reports by
invasive breast cancer. Women ineligible for, or not interested
physician-adjudicators at the local clinical centers. All
in, the WHI clinical trial were given the opportunity to enroll
cases were subsequently classified (10) at the Clinical Co-
in the observational study. The observational study was in-
ordinating Center by using the National Cancer Institute’s
Primary data analyses used time-to-event methods based
on the Cox regression procedure (11), with time from ran-domization in the clinical trial and time from enrollment inthe observational study as the basic time variable. Incidence
rates of invasive breast cancer during follow-up were strat-
ified on baseline age in 5-year categories and on clinical trialor observational study cohort.
Disease events in the CEE trial were included through
February 29, 2004, when women stopped taking study pills,
giving an average 7.1 years of follow-up. Follow-up time
in the observational study subcohort was included throughDecember 15, 2004, to give an equivalent average follow-uptime of 7.1 years.
Confounding in the observational study was addressed by
including breast cancer risk factors, collected at baseline, in
the Cox regression model. Because such factors are inde-pendent of treatment assignment, they were not included in
Potential confounding factors in observational study anal-
yses (in addition to stratification on baseline age) included age(linear), body mass index (<25, 25–29, 30–34, >34 kg/m2,plus linear), education (high school or less, beyond high
school, college degree), smoking (never, past, current), alco-
hol consumption (never, past, <1/week, 1–7/week, >7/week),general health (fair/poor, good/very good/excellent), physicalactivity in metabolic equivalent units/week (0–3.75, 3.76–
Numbers of US women in the Women’s Health Initiative
8.75, 8.76–17.5, >17.5), family history of breast cancer
observational study meeting selection criteria, United States, 1993–2004. CEE, conjugated equine estrogen; HT, postmenopausal
(yes, no), 5-year Gail model (6) breast cancer risk percent-
age (<1.25, 1.25–1.74, >1.74, plus linear), and bilateraloophorectomy (yes, no). This rather extensive list aimedto control confounding as thoroughly as practical, withoutintroducing sparse-data biases (12).
Cox model hazard ratio estimates were calculated sepa-
Surveillance, Epidemiology, and End Results coding system
rately for less than 2, 2–5, and more than 5 years from CEE
initiation, with proportional hazards within these time peri-
Yearly mammography and clinical breast examination
ods. Time from CEE initiation was defined as time from
were required in the CEE trial, and study medications were
randomization for women randomized to CEE in the clinical
withheld if these procedures were not completed. Mammo-
trial. Women who had not used any HT before randomiza-
gram reports were obtained from performance sites and
tion were classified as ‘‘no prior HT,’’ while all other clinical
were reviewed locally and coded for recommendation.
trial women were included in a ‘‘prior HT’’ group. Time
Mammograms with suspicious abnormalities or highly sug-
from CEE initiation among CEE users in the observational
gestive of malignancy required clearance before additional
study was defined as the sum of the duration of the ongoing
study medication was dispensed. In the observational study,
daily 0.625-mg CEE episode at enrollment plus time since
annual data collection updated each woman’s mammogram
enrollment. A usage gap of 1 year or longer was required to
history, and the WHI did not intervene regarding the mam-
define a new CEE episode. CEE users who had used any HT
mography practices of participating women.
prior to the beginning of the CEE episode ongoing at obser-
Information on the use of HT was updated semiannually
vational study enrollment were classified as prior HT.
in the clinical trial and annually in the observational study.
Women in the nonuser group in the observational study wereclassified as prior HT if they had used any HT prior to
Disease incidence rates in the Cox model were also strat-
Age at menopause was defined as the age at which
ified on prior HT, and confounding factor coefficients (ob-
a woman last had menstrual bleeding, had a bilateral oopho-
servational study only) were estimated separately for the
rectomy, or began using HT. Any such age greater than
prior HT and no prior HT groups. Additional potential con-
60 years was recoded as 60 years. Age at first use of HT
founding factors were included for the prior HT stratum as
was defined both for women who had used any HT prior to
follows: prior estrogen-alone use in years (none vs. each of
WHI enrollment and for women whose first use of HT was
<5, 5–10, >10) and prior estrogen plus progestin use in
the active treatment in the clinical trial. The gap time from
years (none vs. each of <5, 5–10, >10).
menopause to (first) HT use was the difference between
A product term between a CEE and an observational study
(vs. clinical trial) indicator variable in the log-hazard ratio
Invasive breast cancer incidence rates in the US Women’s Health Initiative
CEE* clinical trial and corresponding observational study subcohort according to prioruse of hormone therapy, 1993–2004
* CEE, 0.625 mg/day of conjugated equine estrogens; HT, postmenopausal hormone therapy.
y Prior HT was defined relative to the baseline CEE episode for CEE users in the observational
study and relative to Women’s Health Initiative enrollment for other women.
z The observational study subcohort comprises women with a hysterectomy, without a prior
breast cancer diagnosis, with a mammogram in the 2 years prior to observational studyenrollment, and either using the daily 0.625-mg CEE regimen studied in the clinical trial or notusing any HT at the time of enrollment.
§ Only invasive breast cancer diagnoses that occurred within 2 years of the most recent
{ Age adjusted to the 5-year age distribution in the clinical trial cohort.
enabled hazard ratios in the observational study to differ by
Confounding in the observational study could have con-
a multiplicative factor from those in the clinical trial. Estima-
tributed to these patterns. In addition, hazard ratio compar-
tion of this ‘‘CEE in the observational study/CEE in the
isons between the clinical trial and observational study need
clinical trial’’ hazard ratio factor provides an overall test of
to acknowledge the different durations of CEE use in the two
agreement between CEE effects in the two cohorts, and the
cohorts, since most CEE users were some years into their
inclusion of this factor in data analysis provides for residual
baseline episode of CEE at the time of enrollment in the
confounding in the observational study.
observational study. Table 2 includes the numbers of obser-
In both the clinical trial and observational study cohorts,
vational study women who developed breast cancer during
hazard ratios were standardized for mammographic screen-
follow-up in the time periods less than 2, 2–5, and more than
ing patterns during WHI follow-up by censoring the follow-
5 years from CEE initiation, along with corresponding num-
up for a woman when she first exceeded 2 years without
bers from the clinical trial. Much of the information from the
observational study for assessing CEE effects pertains to the
In some analyses, hazard ratios among women who were
more than 5 years from initiation category, where the clinical
adherent to CEE were estimated by censoring the follow-up
trial information is comparatively limited, but the overlap in
period for a woman 6 months after she stopped taking CEE
time from CEE initiation distributions between the two co-
if in a user group or 6 months after initiating any HT if in
horts was sufficient to allow a meaningful comparison be-
a nonuser group. The 6-month period was included to avoid
tween corresponding hazard ratio estimates.
HT changes related to diagnostic work-up from inappropri-
The hazard ratio estimates (and 95 percent confidence
intervals) in table 2 arose from Cox model (11) analysis
In this paper, nominal 95 percent confidence intervals are
of combined clinical trial and observational study data that
presented for hazard ratio parameters. In addition, two-sided
included confounding factors in the observational study (re-
significance tests (p values) are presented.
fer to the Materials and Methods section). These analysesalso included a hazard ratio interaction between CEE and
cohort that led to an overall ratio of the CEE hazard ratio inthe observational study to the CEE hazard ratio in the clin-
Table 1 shows the numbers of women, their mean ages,
ical trial estimated at 1.43 (95 percent CI: 0.91, 2.26). This
and the number of incident breast cancers in the clinical trial
43 percent larger hazard ratio estimate in the observational
and observational study subcohorts, separately by prior HT
study compared with that in the clinical trial (p ¼ 0.12)
status. The age-adjusted incidence rate ratios for CEE users
suggests that confounding factors and different distributions
compared with nonusers were similar from the clinical trial
of time from CEE initiation may not fully explain differen-
and observational study among women having prior HT but
tial hazard ratios for CEE use between the two cohorts.
were lower in the clinical trial than in the observational
Women without prior HT who enrolled in the CEE trial
were often many years past menopause at the time of
Breast cancer hazard ratio estimates for CEE* according to prior
postmenopausal hormone therapy status and years from hormone therapy initiation forUS women, 1993–2004y
* CEE, 0.625 mg/day of conjugated equine estrogens; HT, postmenopausal hormone therapy;
HR, hazard ratio; CI, confidence interval.
y CEE in the observational study/CEE in the clinical trial: HR ¼ 1.43, 95% CI: 0.91, 2.26. z Prior HT was defined relative to the baseline episode for CEE users in the observational
study and relative to Women’s Health Initiative enrollment otherwise. Confounding factors in theobservational study were controlled separately in the prior HT and no prior HT groups and arelisted in the Materials and Methods section of the text.
§ No. of cases among CEE users in the clinical trial/no. of cases among CEE users in the
observational study that contribute to the hazard ratio estimate.
randomization, whereas many CEE users in the observa-
rate hazard ratios (for CEE use) according to prior HT and
tional study were comparatively few years beyond meno-
gap time from menopause to first use of HT (<5 vs. 5 years).
pause at the beginning of their baseline HT episode.
These analyses (table 4) provided a suggestion (p ¼ 0.20) of
Similarly, women with prior HT in either the clinical trial
lower hazard ratios among women having longer (5 years)
or the observational study mostly initiated HT within a few
gap times as a possible explanation for lower hazard ratios
years following menopause. Table 3 shows the stark contrast
between clinical trial women without prior HT and the other
Gap time was next considered as a factor to explain
three groups regarding the distribution of gap time from
apparent differences between hazard ratios in the observa-
menopause to first use of HT in the CEE user groups. Note,
tional study and in the clinical trial. To do so, a product term
for example, that there were only four breast cancer cases
was included on the Cox model log-hazard ratio between
among women without prior HT who were randomized to
a CEE indicator and gap time. To avoid an undue influence
CEE within 5 years following menopause.
by some very long gap times, gap times of more than 15
To examine the effect of gap time distribution on clinical
years were recoded as 15 years. Table 5 shows estimated
trial results, the clinical trial data were analyzed with sepa-
hazard ratios and 95 percent confidence intervals for women
Distribution of gap time from menopause to first use of postmenopausal
hormones among CEE* users in the clinical trial and observational study according toprior use of postmenopausal hormone therapy by US women, 1993–2004
Gap time (years) from menopause to first use of HT*
* CEE, 0.625 mg/day of conjugated equine estrogens; HT, postmenopausal hormone therapy.
y Prior HT was defined relative to the ongoing CEE episode at Women’s Health Initiative
enrollment in the observational study and relative to randomization to CEE in the clinical trial.
z Women were selected to have a known time from menopause to first use of HT (refer to the
Materials and Methods section of the text).
Invasive breast cancer hazard ratios for CEE* by
Breast cancer hazard ratio estimates for CEE*
years from menopause to first hormone therapy use in
according to prior postmenopausal hormone therapy and years
the Women’s Health Initiative clinical trial, United States,
from CEE initiation among US women who initiated CEE at
No. of years from menopause to first HT* use
* CEE, 0.625 mg/day of conjugated equine estrogens; HT, post-
* CEE, 0.625 mg/day of conjugated equine estrogens; HT, post-
menopausal hormone therapy; HR, hazard ratio; CI, confidence
menopausal hormone therapy; HR, hazard ratio; CI, confidence
y Hazard ratios (and 95% confidence intervals) from Cox model
y CEE in the observational study/CEE in the clinical trial: HR ¼
analyses that stratified on baseline age (5-year categories). Numbers
of women and breast cancer cases contributing to each hazard ratio
z Prior HT was defined relative to the baseline episode for CEE
users in the observational study and relative to Women’s Health
z Prior HT was defined relative to enrollment in the clinical trial.
Initiative enrollment otherwise. Confounding factors in the observa-tional study were controlled separately in the prior HT and no prior HTgroups and are listed in the Materials and Methods section of the text. Refer to table 2 for numbers of breast cancer cases in the clinical trial
who began CEE use immediately following menopause (gap
and observational study in this table. Corresponding hazard ratioestimates for women who first initiate CEE following x years after
time of 0). The dependence of the CEE hazard ratio on this
menopause (up to 15) can be obtained by multiplying those in the
gap time variable was significant (p ¼ 0.03) in these anal-
yses. Corresponding hazard ratio estimates for women whoinitiated CEE, for example, 5 years following menopause,under this statistical model, would have been lower thanthose shown in table 5 by a factor of 0.85 (95 percent CI:
each cell defined by gap years from menopause to CEE
0.73, 0.98). The ratio of the hazard ratio for CEE use from
initiation and years from CEE initiation. The data are quite
the observational study to that from the clinical trial was
sparse in some cells, and confidence intervals may be in-
1.07 (95 percent CI: 0.60, 1.93; p ¼ 0.82), indicating excel-
accurate. Nevertheless, a pattern of lower hazard ratios
lent agreement overall between the clinical trial and obser-
among women whose gap time was greater than 5 years is
vational study after this accommodation of gap time.
evident. Hazard ratios among women whose gap times were
Further analyses applied this same hazard ratio model sep-
less than 5 years did not suggest a breast cancer risk re-
arately in the clinical trial and observational study, and no
duction with CEE. As shown in the lower part of table 6,
evidence was found for a difference between cohorts in
these patterns persisted among women adherent to their
either gap time coefficients (p ¼ 0.56) or overall hazard
CEE user or nonuser classification (refer to the Materials
ratio functions (likelihood ratio p ¼ 0.92). The hazard ratio
for CEE use also decreased with increasing gap time (p ¼
Given the good agreement between clinical trial and ob-
0.03) in a corresponding analysis of observational study data
servational study hazard ratios shown in table 5, it was of
interest to use the combined clinical trial and observational
Some additional analyses were carried out to elucidate
study data to reexamine the previously mentioned interac-
the interpretation of the gap time association with hazard
tions (3) of the CEE hazard ratio with other factors. Adding
ratio, as follows: An interaction of CEE with a linear term in
interaction factors one at a time to the table 5 analysis re-
years from CEE initiation was added to the analysis to allow
sulted in estimated hazard ratios that increased by a factor of
for any residual duration effects beyond the categories given
1.14 (95 percent CI: 1.01, 1.29; p ¼ 0.04) with a one-unit
in table 5 and was found to not be significant (p ¼ 0.65;
increase in 5-year Gail model (6) breast cancer risk; in-
hazard ratio ¼ 1.00 for this factor, 95 percent CI: 0.98,
creased by a factor of 1.42 (95 percent CI: 1.00, 2.02; p ¼
1.01). Similarly, age at WHI enrollment was not significant
0.05) among women with a history of benign breast disease;
as a potential additional interaction factor (p ¼ 0.84; hazard
increased by a factor of 1.27 (95 percent CI: 0.87, 1.84; p ¼
ratio ¼ 1.00, 95 percent CI: 0.98, 1.02), nor was age at HT
0.21) among women with a first-degree relative with breast
initiation (p ¼ 0.33; hazard ratio ¼ 1.01, 95 percent CI:
cancer; and decreased by a factor of 0.97 (95 percent CI:
0.99, 1.03). In each of these analyses, time from menopause
0.95, 1.00; p ¼ 0.03) for a one-unit increase in body mass
to HT initiation remained significantly associated with the
CEE hazard ratio (p < 0.005) in the presence of the otherfactor, pointing to the value of gap time as a relevant timescale to characterize CEE effects on breast cancer risk.
The upper part of table 6 presents a more empirical, less
model-dependent view of CEE hazard ratios among women
Preliminary analysis of WHI observational study data on
without prior HT, with a separate hazard ratio estimate in
postmenopausal estrogen-alone regimens in relation to
Breast cancer hazard ratios according to gap years from menopause to CEE* use, and years
from CEE initiation among US women without prior postmenopausal hormone therapy, from combinedanalysis of clinical trial and observational study data, 1993–2004y
Gap time (years) from menopause to first use of CEE
* CEE, conjugated equine estrogen; HR, hazard ratio; CI, confidence interval.
y No prior HT was defined relative to the beginning of the baseline CEE episode among CEE users in the
observational study and relative to Women’s Health Initiative enrollment otherwise. Confounding factors in theobservational study are listed in the Materials and Methods section of the text.
z No. of breast cancer cases in the clinical trial/no. of breast cancer cases in the observational study that
contribute to the hazard ratio estimate.
invasive breast cancer yielded a hazard ratio estimate of 1.28
trial and observational study data were combined, the hazard
for estrogen-alone users versus nonusers of HT after control
ratios reported in this article were not precisely determined.
for the set of confounding factors used in this presentation
However, the analysis presented here suggests agreement
(refer to the Materials and Methods section). This hazard
between hazard ratios from the clinical trial and observa-
ratio estimate was 79 percent larger (p < 0.01) than the
tional study after control for gap time, and they give results
corresponding estimate (HR ¼ 0.71) from the CEE trial.
generally consistent with an extensive related observational
As shown in table 2, this discrepancy was reduced to 43
literature (4, 5). Hence, observational studies would seem to
percent (p ¼ 0.12) after control for mammographic screen-
be a reasonable source for more precise estimates of CEE
ing patterns prior to and following WHI enrollment, restrict-
effects. The fact that hazard ratios depended on gap time, as
ing the estrogen-alone user group in the observational study
well as mammographic screening pattern and other factors
to women using the same daily 0.625-mg CEE regimen
(e.g., body mass index) in analysis of WHI data, suggests
studied in the clinical trial and controlling for time from
that these factors should be considered in observational
CEE initiation. These factors, particularly mammographic
screening patterns, should be carefully controlled in obser-
In a separate article (13), we present corresponding anal-
vational studies of hormone therapy effects on breast cancer.
yses for daily use of 0.625-mg CEE plus daily use of 2.5-mg
Gap time from menopause to first use of HT explains the
medroxyprogesterone acetate from the WHI estrogen plus
residual discrepancy, with hazard ratios in the observational
progestin trial (14, 15) and the corresponding observational
study estimated to be only 7 percent higher than those in the
study subset among women with a uterus at WHI enroll-
clinical trial (p ¼ 0.82) following additional control for gap
ment. These analyses mutually reinforce those given here
concerning gap time as a useful explanatory factor.
Among women who initiate CEE use soon after meno-
The present analyses suggest a possibly reduced breast
pause (e.g., <5 years), the women most likely to be making
cancer risk among women who initiate CEE some years
hormone therapy decisions in the future, WHI data do not
(e.g., >5 years) following menopause. Although the bio-
provide clear evidence for either an overall reduction or an
logic basis for any such reduction is unclear, preclinical
overall increase in breast cancer risk with CEE use (tables 5
studies indicate that breast cancers, when exposed to a
and 6). Our interaction analyses suggest a relatively higher
period of estrogen deprivation, make adaptive changes
hazard ratio among women having such characteristics as low
(16, 17) that alter their susceptibility to proliferative stimu-
body mass index or high Gail model (6) breast cancer risk.
lation by estrogen. In addition, lobular involution is associ-
The clinical trial included very few women without prior
ated with reduced breast cancer risk (18), and a longer time
HT and with short gap times. Hence, the hazard ratios shown
from menopause with resultant involution could decrease
in table 4 are not robust to gap time cutpoint choices (e.g.,
the number of epithelial breast cells potentially influenced
5 vs. 10 years) or other analytic choices. Even when clinical
In summary, with careful standardization and control, and
California at Davis, Sacramento, California: John Robbins;
with consideration of time from menopause to CEE initia-
University of California at Irvine, Irvine, California: F. Allan
tion and time since CEE initiation, the hazard ratios from
Hubbell; University of California at Los Angeles, Los Angeles,
the WHI trial and cohort study agree concerning the breast
California: Howard Judd; University of California at San
cancer effects of CEE. Among hysterectomized women who
Diego, LaJolla/Chula Vista, California: Robert D. Langer;
initiate a daily 0.625 CEE regimen soon after menopause,
University of Cincinnati, Cincinnati, Ohio: Margery Gass;
there is little indication of a reduction in breast cancer risk.
University of Florida, Gainesville/Jacksonville, Florida:Marian Limacher; University of Hawaii, Honolulu, Hawaii:David Curb; University of Iowa, Iowa City/Davenport, Iowa:Robert Wallace; University of Massachusetts/Fallon Clinic,
Worcester, Masssachusetts: Judith Ockene; University ofMedicine and Dentistry of New Jersey, Newark, New Jersey:
The WHI program is supported by contracts from the
Norman Lasser; University of Miami, Miami, Florida: Mary
National Heart, Lung, and Blood Institute. Dr. Prentice’s
Jo O’Sullivan; University of Minnesota, Minneapolis,
work was partially supported by grant CA53996 from the
Minnesota: Karen Margolis; University of Nevada, Reno,
Nevada: Robert Brunner; University of North Carolina,
The authors thank the WHI investigators and staff for
Chapel Hill, North Carolina: Gerardo Heiss; University of
their outstanding dedication and commitment.
Pittsburgh, Pittsburgh, Pennsylvania: Lewis Kuller; Univer-
A list of key investigators involved in this research
sity of Tennessee, Memphis, Tennessee: Karen C. Johnson;
follows. A full listing of WHI investigators can be found at
University of Texas Health Science Center, San Antonio,
Texas: Robert Brzyski; University of Wisconsin, Madison,
Program Office—National Heart, Lung, and Blood In-
Wisconsin: Gloria E. Sarto; Wake Forest University School of
stitute, Bethesda, Maryland: Elizabeth Nabel, Jacques
Medicine, Winston-Salem, North Carolina: Denise Bonds;
Rossouw, Shari Ludlam, Linda Pottern, Joan McGowan,
and Wayne State University School of Medicine/Hutzel
Leslie Ford, and Nancy Geller. Clinical Coordinating
Hospital, Detroit, Michigan: Susan Hendrix.
Center—Fred Hutchinson Cancer Research Center, Seattle,
Wyeth Pharmaceuticals (Madison, New Jersey) provided
Washington: Ross Prentice, Garnet Anderson, Andrea
medication tested in this study. Dr. Langer has been
LaCroix, Charles L. Kooperberg, Ruth E. Patterson, and
a consultant for Wyeth Pharmaceuticals and has received
Anne McTiernan; Wake Forest University School of Med-
research support from this company within the past 3 years.
icine, Winston-Salem, North Carolina: Sally Shumaker;
Dr. Chlebowski is a consultant for Astra-Zeneca Pharma-
Medical Research Labs, Highland Heights, Kentucky: Evan
ceuticals LP (Wilmington, Delaware), Novartis (Basel,
Stein; and University of California at San Francisco, San
Switzerland), Pfizer Inc. (New York, New York), Eli Lilly
Francisco, California: Steven Cummings. Clinical Centers—
and Co. (Indianapolis, Indiana), and Organon International
Albert Einstein College of Medicine, Bronx, New York: Sylvia
(Kenilworth, New Jersey) and has received research support
Wassertheil-Smoller; Baylor College of Medicine, Houston,
from Eli Lilly and Co. and Organon. Dr. McTiernan has
Texas: Jennifer Hays; Brigham and Women’s Hospital,
received speaker and research support from Wyeth Phar-
Harvard Medical School, Boston, Massachusetts: JoAnn
maceuticals and Besins International (Paris, France) and
Manson; Brown University, Providence, Rhode Island:
has consulted for Novartis, Proctor & Gamble (Cincinnati,
Annlouise R. Assaf; Emory University, Atlanta, Georgia:
Ohio), Zymogenetics Inc. (Seattle, Washington), and Pfizer
Lawrence Phillips; Fred Hutchinson Cancer Research
Inc. Dr. Prentice received an honorarium from Wyeth
Center, Seattle, Washington: Shirley Beresford; George
Washington University Medical Center, Washington, DC:Judith Hsia; Los Angeles Biomedical Research Institute atHarbor-UCLA Medical Center, Torrance, Callifornia:Rowan Chlebowski; Kaiser Permanente Center for Health
Research, Portland, Oregon: Evelyn Whitlock; Kaiser
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Deborah J McCoy-Freeman, BS, RN, NREMT-P Objectives Discuss a variety of commonly prescribed medications Discover the relationship between certain medications and their indication leading to more information Describe interviewing techniques for achieving better assessment results What to do Many medical conditions/diseases are treated with a single med or a group of meds