Bernatsky, et al: Breast cancer in lupus 1505
From the Division of Clinical Epidemiology, Division of Clinical
Immunology/Allergy, and Department of Oncology, Montreal General
Hospital; and the Department of Epidemiology and Biostatistics, McGill
University, Montreal, Quebec, Canada; and the Division of
Rheumatology, Northwestern University, Chicago, Illinois, USA.
Supported by The Arthritis Society, The Canadian Arthritis Network, The
Canadian Institute of Health Research (CIHR), The National Cancer
Institute of Canada, Lupus Canada, and The Singer Family Fund for
Lupus Research. Dr. Ramsey-Goldman is supported by an Arthritis
Foundation Clinical Science Grant, and National Institute of Arthritis and
Musculoskeletal and Skin Diseases/National Institute of Health grants.
S. Bernatsky, MD, MSc, FRCPC; R. Ramsey-Goldman, MD, Dr PH; J.F.
Boivin, MD, ScD, FRCPC; L. Joseph, PhD, Senior CIHR Investigator;
A.D. Moore, MD, FRCPC; R. Rajan, MD, MSc, FRCPC, FRSQ, Clinician
Scholar; A. Clarke, MD, MSc, FRCPC, CIHR Investigator.
Address reprint requests to Dr. S. Bernatsky, 1650 Cedar Ave.,
Room L10-520, Montreal, Quebec, H3G 1A4.
Submitted September 4, 2002; revision accepted December 16, 2002.
Evidence of the association between systemic lupus erythe-
matosus (SLE) and malignancy has accumulated over the
past several years
1-4
. Breast cancer has been reported to be
of increased incidence in several SLE cohort studies
5,6
and
in a metaanalysis
7
. Of the studies done to date, few
5,8
have
explored how the prevalence of factors traditionally associ-
ated with malignancy may be influencing cancer risk in
SLE, and none have adequately examined factors specifi-
cally related to breast cancer. This is disconcerting, since
some important breast cancer risk factors, such as nulli-
parity, appear to be increased in SLE
9
. Our objective was to
estimate the extent to which the rate of breast cancer in a
combined SLE cohort would resemble that of the general
population, after adjusting for the cohort members’ risk
factor profiles.
MATERIALS AND METHODS
Patients. Data were pooled from the SLE clinic cohorts of 2 centers, the
Montreal General Hospital and the Feinberg School of Medicine at
Northwestern University in Chicago. Consecutive patients with American
College of Rheumatology criteria
10,11
for SLE were enrolled in these clinic
cohorts at the time they presented for their first clinic visit. There were 613
patients in the combined cohort, including 583 women. Institutional review
board approval was obtained at the respective sites.
Analysis. The Gail model is an established model for predicting breast
cancer risk
12
that includes age, early menarche, breast cancer in a first
degree relative, nulliparity, late age at first childbirth, and history of benign
breast disease as predictors. For each subject, this model was used to esti-
mate the probability that breast cancer would develop during the observa-
tion interval.
The actual occurrence of breast cancer cases was determined by linkage
with regional cancer registries.
Data required by the Gail model were obtained from a survey of risk
factors that had been administered at the time of the cancer registry linkage
(1995 in Chicago and 1998 in Montreal). For those patients who had died
or been lost to followup (approximately one-third of the sample), data were
abstracted from the database or medical records. This was also done for 23
living patients who consented to participate but who did not wish to
complete a questionnaire. A conservative approach was taken to missing
data on subjects’risk factors, by replacing missing values with the higher
risk category. This maximizes the expected number of cancers and thus
prevents overestimation of the observed to expected ratio.
After estimating the probability of developing breast cancer during the
observation interval for each patient, the probabilities were summed to
Do Traditional Gail Model Risk Factors Account for
Increased Breast Cancer in Women with Lupus?
SASHA BERNATSKY, ROSALIND RAMSEY-GOLDMAN, JEAN-FRANÇOIS BOIVIN, LAWRENCE JOSEPH,
ANDREW D. MOORE, RAGHU RAJAN, and ANN CLARKE
ABSTRACT. Objective. To determine to what extent the observed experience of breast cancer in a combined
cohort of patients with systemic lupus erythematosus (SLE) could be explained by the profile of
breast cancer risk factors.
Methods. Data were pooled from 2 centers, the Montreal General Hospital and the Feinberg School
of Medicine at Northwestern University in Chicago. For each female cohort member, the probability
of developing breast cancer during followup was estimated based on factors (including the indi-
vidual’s age, parity, age at first live birth, age of menarche, personal history of benign breast disease,
and family history) using the Gail model, an established model for predicting breast cancer risk. The
actual occurrence of cancer cases was determined by linkage with regional cancer registries.
Results. Of the 583 women in the combined cohort, 5 had been diagnosed with breast cancer prior
to cohort entry, and 14 declined participation. In those remaining, 12 cases of breast cancer occurred
compared to 5.6 predicted by the Gail model (standardized incidence ratio 2.1, 95% confidence
interval: 1.1, 3.7). Thus, after controlling for risk factors, the incidence of breast cancer was elevated.
Conclusion. Our data suggest that the risk of breast cancer in our SLE cohort is not completely
explained by traditional factors found in the Gail model. Other factors, such as carcinogenic expo-
sures (i.e., alkylating agents and immunosuppressive drugs) or the immunologic dysregulation of
SLE itself, may be contributory. (J Rheumatol 2003;30:1505–7)
Key Indexing Terms:
SYSTEMIC LUPUS ERYTHEMATOSUS BREAST CANCER RISK
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