Methods
Study design and methodology have been described previously ( 16 ). Briefly, the study cohort was comprised of women who sought advice for infertility between 1965 and 1988 at any of five large reproductive endocrinology practices in Boston, Chicago, Detroit, Palo Alto, and New York City. A total of 12,193 women with either primary or secondary infertility met study eligibility criteria. Women evaluated for reversal of a tubal ligation were not eligible. Trained abstractors abstracted data from the original records regarding the infertility workup (all procedures and tests), medications prescribed, menstrual and reproductive histories, and other factors that might affect health. Information from the clinical workup was used to define causes of infertility, as previously described ( 17 ). This study was approved by institutional review boards at the National Cancer Institute and the participating institutions.
Initial cohort follow-up was pursued during 1998–2001; due to the young age of study participants a second follow-up attempt was initiated and completed in 2010. Follow-up procedures included searches for updates of vital status and change of address through the National Death Index and several publically available and proprietary databases (Social Security Administration Death Master File, US Postal Service National Change of Address, MaxCOA—a national change of address database, and LexisNexis). A short questionnaire, ascertaining cancer diagnoses and cancer risk factors that might have changed over time (e.g., reproductive and menopausal status), was mailed to located subjects who had not previously indicated that they wanted no further follow-up. Cancers were also identified by linkages to cancer registries in the 14 states in which the majority of women resided (Arizona, California, Connecticut, Florida, Illinois, Indiana, Massachusetts, Michigan, New Hampshire, New Jersey, New York, Ohio, Pennsylvania, and Texas). For the 12.4% of women who resided outside of these states, outcome information was dependent on completed questionnaires, with attempts to validate self-reports of cancers by requesting records from the women’s treating physicians. Another Social Security Administration Death Master File search was completed at the end of the study to identify new deaths.
After excluding the 1,319 women who requested no additional follow-up, 8 who were enrolled twice and 1 who requested removal from the study, we were able to obtain information related to death, development of cancer, or date last known alive and free of cancer for 10,025 of the remaining 10,865 study subjects (92.3%). Outcome information was available from completed questionnaires or cancer registry linkages through 2010 for 9,411 subjects, for 469 it was defined from earlier follow-up efforts, and for 145 women from information available 1 or more years after first infertility evaluation in their original clinic records. Additional analytic exclusions included: 1 woman with a missing birthdate, 6 less than 18 years of age at entry, 15 with missing information on a cancer diagnosis date, 111 with less than 1 year of follow-up, and 67 with a bilateral oophorectomy during the first year of follow-up. After these additional exclusions, the analytic cohort consisted of 9,825 women with at least one intact ovary.
Information regarding CC and gonadotropin exposure, ascertained through clinic records as described, included total cumulative dosage, number of treatment cycles, and age at first use. Race, gravidity and/or parity at study entry, causes of infertility, and body mass index (BMI in kilograms per meter squared) at study entry were also defined through clinic records. Other potential confounding factors were obtained through questionnaire data, supplemented, as appropriate, by information in clinic records. The 1998–2001 questionnaire obtained extensive information on menstrual and reproductive history, use of exogenous hormones, anthropometric factors, cigarette smoking, alcohol consumption, and screening for breast and ovarian diseases. The shorter 2010 questionnaire obtained updated information on reproductive behavior, body size, gynecologic operations, use of menopausal hormones, and mammographic screening history. Questionnaires were obtained from 6,582 women (67% of the analysis subjects); 5,349 completed the 1998–2001 questionnaire and 4,772, the 2010 questionnaire (3,538 completed both).
Cox proportional hazards regression was used to estimate hazard rate ratios (RR) and 95% confidence intervals (CI) for ovarian cancer associated with use of ovulation-inducing medications with age as the time metric and ties handled by complete enumeration. Follow-up time began 1 year after the date of first infertility evaluation and continued through the earliest date of cancer occurrence, death, date last known alive and free of cancer, or, if vital status depended on cancer registry linkage, a variable ending date, depending on when each registry had complete information (range of 2008–2010). For women identified either through clinic records or a completed questionnaire as having a bilateral oophorectomy, we further truncated follow-up based on the date of surgery.
Categories of cumulative dose (1–900 and >900 mg for CC; 1–24 and >24 ampules for gonadotropins) and number of cycles (<6 and ≥6) were selected based on prior analyses ( 6 , 16 ) and to ensure an adequate number of cases in each group for analysis. Tests for linear trends across categories of cumulative dose and number of cycles were calculated using an ordinal variable. Likelihood ratio tests for interaction across levels of gravidity at entry and gravidity at follow-up were computed based on cross-product terms with CC or gonadotropins. The assumption of proportional hazards for each medication variable was tested using a likelihood ratio test of interaction with the time-scale (continuous) based on cross-product terms. P values for all comparisons were two sided and alpha <.05 indicated statistical significance. The SAS statistical software, version 9.2 (SAS Institute) was used for all analyses.
Results
The 9,825 women who made up the analytic cohort contributed 256,448 person-years, with mean follow-up of 17.6 years for ovarian cancer cases (n = 85) and 26.2 years for noncases. The mean age at first clinic visit of all women was 30.1 years and the study population was predominantly white.
A total of 38.1% of the women had been exposed to CC and 9.7% to gonadotropins. Users of CC were more likely than nonusers to have been evaluated in New York, Boston, or Chicago, be white, have ever been pregnant (at either entry or follow-up), be ever users of oral contraceptives (OC), and have been diagnosed with either endometriosis or anovulation ( Table 1 ). Users of gonadotropins were more likely than nonusers to have been evaluated in New York City, Boston, or Chicago, be white, entered the cohort at an older age, have remained nulliparous at follow-up, and have been diagnosed with endometriosis, anovulation, or a cervical disorder.
Ovarian cancer risk in this study population was significantly reduced for women who had ever been pregnant at first clinic visit or at follow-up ( Table 2 ). Ovarian cancer risk in this cohort was increased among women who were overweight (BMI 25–29.9 kg/m 2 ) at first clinic visit) compared with women who were normal/underweight (BMI < 25 kg/m 2 ). Other factors commonly associated with a reduced risk of ovarian cancer (e.g., OC use, late age at menarche) were not associated with a reduced risk of ovarian cancer in this cohort. Specific causes of infertility were not identified as being associated with a substantially increased or decreased ovarian cancer risk, compared with women in the cohort with other causes of infertility.
After adjustment for study site, calendar year, and gravidity status at first clinic visit (ever pregnant at first clinic visit vs. nulligravid at first clinic visit), ever use of CC was not significantly related to ovarian cancer risk (adjusted RR 1.34, 95% CI 0.86–2.07) ( Table 3 ). There were no convincing trends of risk with cumulative dose, number of cycles, or age at first use of CC; however, subjects who received 1–900 mg of CC were at increased ovarian cancer risk (RR 1.93, 95% CI 1.11–3.33).
Risk appeared to increase slightly by years since first CC use. However, the trend was not statistically significant (0–15 years since first use of CC: RR 1.22, 95% CI 0.61– 2.45; 16–30 years: RR 1.40, 95% CI 0.80–2.45; >30 years: RR 1.64, 95% CI 0.54–4.98; P trend = .15).
Ever use of gonadotropins was not associated with ovarian cancer (RR 1.00, 95% CI 0.48–2.08), and there was no further discrimination of risk according to cumulative dose, number of cycles, or age at first use ( Table 3 ). Seven of the eight ovarian cancer cases who received gonadotropins also received CC (presumably as first line treatment), and the risk estimates for this group were similar to those receiving CC alone (RR 1.20, 95% CI 0.54–2.68 for those receiving CC and gonadotropins compared with RR 1.36, 95% CI 0.85–2.17 for those receiving CC alone).
Based on the likelihood ratio test of interaction, the association between CC and ovarian cancer was significantly modified by gravidity status at follow-up (ever pregnant at follow-up vs. nulligravid at follow-up) ( Table 4 ). Whereas, there was no association of CC use among women who had ever been pregnant (RR 0.88, 95% CI 0.47–1.63), those who remained nulligravid at follow-up showed a significantly increased risk associated with ever use of CC (RR 3.63, 95% CI 1.36–9.72, P value for interaction = .001); this increased risk was consistent across the other categories of CC usage (cumulative dose, number of cycles, or age at first use) evaluated (results not shown). Age at follow-up, gravidity status at first clinic visit, or the causes of infertility did not modify the CC–ovarian cancer association ( P value for interaction >.05). Because a small number of women received gonadotropins, it was not possible to carry out a similar assessment of effect modification by ovarian cancer risk factors for gonadotropin exposure.
We were able to obtain medical verification for 68 of 85 ovarian cancers (80%) through cancer registry or medical records. When we restricted analyses to these validated cancers, we saw little change in risk estimates compared with those derived for the total number of participants (results not shown). Furthermore, when restricting analyses to the 75 invasive epithelial ovarian cancers, there was little change in the risk estimates compared with those derived from the entire analytic population (results not shown).
Discussion
Within our large cohort of patients with well-documented information on infertility treatment, causes of infertility, and potential confounders, we were able to extend our previous follow-up ( 6 ) with an additional decade of follow-up to provide further insights regarding the relationship of ovulation-inducing drugs to long-term ovarian cancer risk. Similar to our previous follow-up, the results were generally reassuring, with ever use of CC or gonadotropins not associated with ovarian cancer risk. We found an unexpected increased risk of ovarian cancer among women who received 1–900 mg of CC, but higher cumulative dose (>900 mg) was not associated with an increased risk nor was there a relationship between ovarian cancer risk and the number of cycles of CC. Our study does, however, suggest that CC treatment among the subgroup of women who remained nulligravid at follow-up was associated with an increased ovarian cancer risk.
Previous studies have provided somewhat conflicting results regarding the effects of ovulation-inducing drugs on ovarian cancer risk. In the early 1990s, a meta-analysis of 12 case-control studies reported an increased risk of ovarian cancer with self-reported infertility treatment (odds ratio [OR] 2.8, 95% CI 1.3–6.1, based on 3 of the 12 studies that contributed data to the meta-analysis) with a substantially elevated risk among nulligravid women relative to fertile women (OR 27.0, 95% CI 2.3–315.6) ( 2 ); however, this finding was criticized ( 18 ) because it was based on 12 exposed cases and 1 exposed control and because exposure ascertainment relied on self-reported infertility treatment. Furthermore, the comparison with fertile women makes it impossible to separate the effect of infertility from the effect of the infertility treatment. The meta-analysis was followed by a report from a US-based cohort of infertile women suggesting that ever use of CC was associated with an elevated, albeit statistically nonsignificant, risk of ovarian cancer (RR 2.3, 95% CI 0.5–11.4, based on 9 ovarian cancers), with an even higher risk among women who had taken CC for 12 or more monthly cycles (RR 11.1, 95% CI 1.5–82.3, based on 5 of 9 ovarian cancers) ( 3 ). However, many tumors (45%) in this study were borderline and information on other predictors of ovarian cancer risk among cohort members was limited.
These early studies were followed by a number of cohort studies among populations of women seeking treatment for infertility and the results from these studies have been largely null ( 4 – 10 , 19 , 20 ). The lack of a convincing association between ovulation-inducing drugs and ovarian cancer risk in the current study is consistent with the findings from these recent cohort studies. However, most of these cohorts accrued fewer than 20 ovarian cancer cases at the time of publication ( 4 , 5 , 9 , 10 , 19 , 20 ), which limited the evaluation of ovulation-inducing drugs. At present, the largest cohort evaluation of infertility treatment and ovarian cancer risk is from a study in Denmark ( 8 ) among 54,362 women diagnosed with infertility between 1963 and 1998. This study included 156 invasive ovarian cancer cases identified through linkage with the Danish Cancer Registry, and reported no evidence of increased ovarian cancer risk associated with CC (RR 1.14, 95% CI 0.79–1.64), the most commonly used ovulation-inducing drug in the cohort ( 8 ). However, information on causes of infertility as well as cumulative dose of drug use or age at first use was either not available or largely missing in the registry data.
The increased risk of ovarian cancer associated with CC treatment among nulligravid women in the current study is consistent with findings from a meta-analysis and a pooled-analysis of case-control studies ( 2 , 12 ) as well as a recent case-control study ( 13 ). In this latter study, the risk of ovarian cancer was increased (OR 3.13) among women who despite fertility drug treatment remained nulligravid ( 13 ). Our finding was based on 13 exposed cases and should be interpreted with caution. Furthermore, it was not replicated in the Danish cohort study evaluating the CC–ovarian cancer association by parity ( P interaction = .56) ( 8 ). However, as demonstrated in the recent case-control study by Kurta and colleagues ( 13 ), the risk was elevated among women who were both nulliparous and nulligravid, whereas women who conceived with fertility drug usage but remained nulliparous were not at increased risk. Therefore stratification by gravidity, rather than parity, may be more important to identifying increased ovarian cancer risk among women who used ovulation-inducing drugs.
Strengths of our study included a large cohort of women from different clinical sites, extended follow-up, and available information on other predictors of ovarian cancer risk including specific causes of infertility and gravidity. Weaknesses of our study included loss to follow-up; however, there was no evidence that those untraced through our follow-up methods differed from those who were traced ( 16 ). Although the number of ovarian cancers accrued during follow-up was more than in most similar cohorts, the precision of subgroup analysis was limited and should be interpreted with caution. We were unable to evaluate in detail whether ovulation-inducing drug associations varied according to tumor characteristics, of importance given increasing recognition of the etiologic heterogeneity of ovarian cancer ( 21 ). Furthermore, data on various potential confounding factors were available but completeness was not ideal. Therefore residual confounding by these and other correlates of infertility cannot be ruled out.
Overall our findings were generally reassuring in not confirming a link between use of ovulation-inducing drugs and risk of subsequent ovarian cancer. In comparisons with other infertile women, there was no evidence that use of either CC or gonadotropins were associated with a substantial risk of ovarian cancer. However, our study does suggest that ovarian cancer risk is increased among women with resistant infertility (those who remained nulligravid), supporting the need for longer follow-up of existing cohorts and additional studies to evaluate long-term effects on ovarian cancer risk.
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